Rez 50
Rez 50
                                       Publisher
                   University of Belgrade – Faculty of Security Studies
                        Gospodara Vučića 50, Belgrade, Serbia
                                       Editors
                   Nuno Morgado, Corvinus University, Hungary
      Mihajlo Kopanja, University of Belgrade – Faculty of Security Studies, Serbia
                                   Program Committee
Petar Stanojević, University of Belgrade – Faculty of Security Studies, Serbia (Co-President)
             Zoltán O. Szántó, Corvinus University, Hungary (Co-President)
                       Igor Okunev, MGIMO, Russian Federation
            Sharyl N. Cross, St. Edward`s University, United States of America
                  Maria Lois, Universidad Complutense de Madrid, Spain
                                 Organizing Committee
                Nuno Morgado, Corvinus University, Hungary (President)
       Mihajlo Kopanja, University of Belgrade – Faculty of Security Studies, Serbia
                  Balázs Lajos Pelsőci, Corvinus University, Hungary
       Marica Sárközi-Kerezsi, , Future Potentials Observatory, MOME University
       Jana Marković, University of Belgrade – Faculty of Security Studies, Serbia
                                      Cover Design
                                       Jelena Tucić
                                          Copies
                                           100
                                        Printed by
                                       Čigoja Štampa
ISBN 978-86-80144-67-2
    The views of authors in texts of this Proceedings are entirely their own and do not
    represent the views and oppinions of their respective institutions of the publishers.
             Nuno Morgado and Mihajlo Kopanja
                                            (eds.)
                                        Belgrade, 2024
The Proceedings are published as a part of a Science Fund of the Republic of Serbia Project “Ideas” –
  Management of New Security Risks – Research and Simulation Development – NEWSIMR&D,
                                              #7749151
                              TABLE OF CONTENTS
Introduction .............................................................................................. i
Nuno Morgado
                                PART I:
                       THEORETICAL FOUNDATIONS
                                  PART II:
                           CONCEPTS AND THEORIES
ii
                                                                             Morgado
sample of 105 states from 1972 to 2022, concluding that network analysis based on
trade data seems to be the most efficient of the methods.
In Chapter 5, Trailović reviews and sums up four focal emerging ways to re-theorize
Central Asia in the conceptualization of international relations: “international
society,” decolonizing international relations promoting local approaches, “power
as togetherness,” and the “3-i's model.” He concludes that these approaches,
concepts, and explanations have greater explanatory power than classical theoretical
IR traditions such as neoliberalism and neorealism due to their recognition of the
agency of the Central Asian states.
In Chapter 6, Ajzenhamer et al. raise the idea that software development allows the
possibility for experimentation in the virtual realm, helping overcome the challenge
that geopolitics can rarely afford experimentation without high risks and costs. The
authors’ main objective is to show how strategic simulations can be implemented in
the field of geopolitics with a view to improving its research, modeling, and teaching.
The authors conclude that apart from theorizing, specific computer software
strategic simulations can help geopolitics researchers to better understand
international political reality by increasing the comprehension of the relations
between different geopolitical variables, their manipulation, and how different
outcomes come to be.
A review of the Israeli-Palestinian conflict from the point of view of the two-state
solution is provided in Chapter 7 by Geronik. She argues that any compact solution
to the problems concerning Palestine requires meeting the security needs of Israel,
Jordan, and the Palestinians concurrently. To approach the problem and its solution,
she suggests the “Nordic Balance” model as a way of thinking (mirroring the
security plans of Northern Europe in the Middle East) based on the idea that mutual
dependence ensures stability.
In Chapter 8, Welty offers a study on identity and its relevance for the geopolitical
studies research agenda. She advocates for a bottom-up approach in political
geography and geopolitics, highlighting the significance of incorporating local
narratives and diverse perspectives to create a holistic understanding of geopolitical
phenomena. From the analysis of two case studies – Russo-Ukrainian war narratives
and the discourse surrounding Ukrainian refugees – she concludes that identity
serves as both a catalyst and a consequence of conflict, influencing media
representations and policy responses.
Revisiting Mackinder’s Heartland Theory amid the war in Ukraine is Sliwinski’s
objective in Chapter 9. He discusses the importance of geopolitics as an approach
to explaining international relations. While reminding us of Mackinder’s aphorism
                                                                                          iii
     Introduction
     that the key to controlling the Heartland area lies in Central and Eastern Europe, he
     brings Dugin and Mearsheimer into the discussion. He concludes that the war in
     Ukraine is possibly going to change the international system in that European
     security will be influenced more by Germany than by the USA.
     Okunev addresses electoral geography as a subfield of political geography in
     Chapter 10. He investigates the factors that influence the electoral behavior of
     voters, which he divides by types of effect. Using a set of tools from quantitative
     methods (e.g., the geographic disparity index and the geographic segmentation
     index), he discusses literature in the field, looking to explain the choices of voters.
     With the same approach to measuring the impact of geography on politics, but this
     time returning to international affairs, Fartyshev and Pisarenko evaluate countries'
     friendliness and unfriendliness towards Russia in 2016 and 2024 in Chapter 11.
     Their objective is to identify the geographical characteristics of subjects of varying
     degrees of (un)friendliness in relation to Russia and Siberia in particular. Their
     results confirm that in 2024, the reality of the encirclement of Russia by unfriendly
     countries will endure.
     Finally, in Chapter 12, Domanov and Semenov study international visits by applying
     dynamic topological network analysis. Using this method and a sample selected
     from the GDELT dataset, they demonstrate how the abrupt change in international
     politics caused by the coronavirus lockdowns negatively affected the degree of
     connectivity between various countries by reducing the international visits of world
     leaders.
     These chapters and their key ideas may contribute to the objective of further
     developing the geopolitical research agenda. Also, by generating curiosity about new
     topics and domains, they may stimulate others to develop their own lines of inquiry
     in this passionate field of research.2
2 As is the case with looking at the relations between AI and geopolitics (Mouakher and Morgado, 2024).
iv
                                                                                 Morgado
                                   REFERENCES
Morgado, Nuno. 2023. “Modelling Neoclassical Geopolitics: An Alternative
Theoretical Tradition for Geopolitical Culture and Literacy”. European Journal of
Geography 14(4): 13-21. DOI 10.48088/ejg.n.mor.14.4.013.021
Mouakher, Amira and Nuno Morgado. 2024. “Refined Conversational AI Agent for
Insightful Geopolitical Decision-Making.” In Routledge Handbook of Artificial
Intelligence Governance and Policy, and National Security, edited by Scott N. Romaniuk,
Mary Manjikian, Dominika Dziwisz, and Zoltán Rajnai. Abingdon: Routledge, 2024.
(in press)
Nestoras, Antonios. 2022. “Analysing Geopolitical Myths: Toward a Method for
Analytic Geopolitics”. In Geopolitics and International Relations. Grounding World Politics
Anew, edited by David Criekemans, 194-218. Leiden & Boston: Brill Nijhoff.
                                                                                              v
                            https://doi.org/10.18485/ipsa_41_15.2024.7.ch1
                                                   Abstract
The central question and debate to which this chapter wants to contribute touches the core:
how and in what way can various schools of thought in Geopolitics increase the explanatory
power of analyses which study international phenomena? At the core lies the role of
territorially embedded variables (location, physical geography, human geography, spatial) in
international relations, in their various manifestations (material, cognitive and discursive).
Some reflections are being developed on the ‘unique selling proposition’ of Geopolitics to
the study of today’s international relations. A number of concepts, theories and methods are
identified which are highly relevant to understand today’s international relations. In what
way do Geopolitics and IR differ as fields, and how can their respective schools of thought
strengthen each other? It is argued that neoclassical geopolitical analyses could be augmented
via Cognitive Geopolitics (dating back to Harold and Margaret Sprout) and Analytical
Geopolitics (which stems from a critique to Critical Geopolitics and tries to bridge material
and discursive variables, as developed by Antonios Nestoras). Furthermore, geostrategy and
geo-economics have become much more closely intertwined (Gyula Csurgai). In addition,
French geopolitical scholarship contributed greatly to geopolitical analyses ‘below’ and
‘above’ the traditional state level. Geopolitics, as a field of research, could also play an
important role in understanding how environmental challenges such as climate change or
energy transition can affect the foreign policy of nations. After having been ignored for some
decades, it seems as though environmental variables are back with a vengeance within the
study of Geopolitics. Finally, the concept of ‘re-territorialisation’ and its application to, for
instance, the study of the diplomatic activities of sub-state entities such as regions, cities or
even harbors, offers us a way to better grasp the transformative impact of territorially
embedded factors. The chapter makes a plea for Geopolitics and IR to learn more actively
from each other’s insights, theories and methods.
1Associate Professor in International Relations University of Antwerp (Belgium), University College Roosevelt (the
Netherlands) & Geneva Institute of Geopolitical Studies (Switzerland), david.criekemans@uantwerpen.be
    Criekemans
    Introduction
    Those who study international relations these days are increasingly confronted with a return
    of geopolitics in academic language. Although geopolitics has never really gone away after
    1945 or 1991, an increasing number of scholars are referring to it in some fashion. The
    problem is however that many do not actively engage with the wide and rich schools of
    thought in Geopolitics itself. The central question and debate to which this chapter wants to
    contribute touches the very core of this workshop; how and in what way can various schools of
    thought in Geopolitics increase the explanatory power of analyses which study international phenomena? At
    the core lies the role territorially embedded variables (location, physical geography, human
    geography, spatial) play in international relations, in their various manifestations (material,
    cognitive and discursive). Innovative approaches could help us to better unlock the
    geopolitical realities which exist at the same time. Schools of thought in Geopolitics and
    mainstream International Relations could also be combined so as to better grasp that reality.
    Geopolitics was developed as an academic field in 1899 in another period of rapid changes
    in the global shift of power. At that time, the world was dominated by European powers
    which encompassed the whole world, in the wake of the colonial age and industrialization.
    At the time, European powers were vying for geo-economic and geostrategic power.
    Moreover, the world had become in 1904 – in the words of the British geographer Halford
    John Mackinder – a ‘closed political system’ (Mackinder, 1904). Since most territories all
    belonged to some kind of sphere of influence, border skirmishes in faraway Africa had an
    immediate effect upon the power balance among the European powers. Geopolitics was
    developed by the Swedish scholar Rudolf Kjellén from a perspective to develop a
    scientifically based instrument that could also advise key decision-makers in foreign policy
    and defense to avoid war.
    Quite interestingly, International Relations (IR) as a field of science was only established
    after the First World War. It had an initial mission to study the causes of war. It was engaged
    in the sense that it attempted to avoid new disasters in the future. The first academic chairs
    in IR were set up in Aberystwyth (Wales) in 1918 and in Geneva (Switzerland) in 1920. That
    mission already failed dramatically in the 1930s, which produced the ontological first debate
    in IR between Idealists and Realists. Around that same time, Halford John Mackinder was
    part of the British delegation at the Versailles treaty negotiations in Paris. Afterwards, he
    became very pessimistic about the future because he thought ‘Versailles’ had not solved the
    geopolitical imbalance in the world system, in particular on how to deal with the ‘Heartland’
    in Eurasia. As early as 1919, he referred to this dilemma in his book ‘Democratic Ideals and
    Reality: A Study of the Politics of Reconstruction’ (Mackinder, 1919). Mainstream IR, as it
    developed, seemed to have difficulty with grasping and integrating the importance and
2
                                                               Grounding World Politics Anew
                                                                                                    3
    Criekemans
            Geopolitics and IR differ as fields, and how can their respective schools of thought
            strengthen each other.
4
                                                                Grounding World Politics Anew
of Political Geography to the European state system. Kjellén claimed the physical character,
size and relative location of the territory of the state was central to its power position in the
international system (Holdar 1992, p. 319). From the very beginning, the location of natural
resources above and beneath the ground, or the lack thereof, was already considered to be
essential in order to understand the geopolitical context. However, this fin de siècle geopolitical
literature only saw the state as the most relevant actor. Inspired by the work of Friedrich
Ratzel, the state was likened to a living organism locked in a social Darwinist struggle of the
fittest (Ratzel, 1896; Ratzel, 1897; Ratzel, et al. 1969 [1896]). These ontological assumptions
led to what later in International Relations would grow into the school of thought of Realism,
although including also other ontological variables (Criekemans, 2007). Kjellén underlined
that States as ‘living organisms’ in relation to one another spoke a wholly different language:
the concept of ‘power’ stood central in this. In their role as ‘powers’, national states should
be understood as geographical entities (Thermænius, 1938, p. 166). Kjellén’s analysis in 1914
was that he believed that the future would lie with those land powers that succeeded in
achieving autarky within their own territory (Kjellén, 1924; Kjellén, 1944 [1924]). The
railways over land would considerably reinforce the capacity for ‘internal communication and power
concentration’ (Holdar, 1992, p. 314; Herwig, 1999, p. 220, p. 226; Ó Tuathail, 2001, p. 21).
Eventually, only a few world powers would last (Dolman, 2002, p. 51). Kjellén suggested in
1897 that in the long run only three big continental political and economic zones would
remain: a pan-American system under the leadership of the United States of America, a Middle-
European system (possibly even a Eurafrican system) under the leadership of Germany and an
Eastern system under the leadership of Japan (Holdar, 1992, p. 314).
The British geographer Halford John Mackinder echoed some of the thinking of Kjellén.
His ‘New Geography’ wanted to offer a comprehensive framework to place human events in a
broader perspective (Ó Tuathail, 1996, pp. 86-88), a conceptual bridge between the natural
and social sciences (Heffernan, 1998, pp. 63-66) that tried to provide an answer to the
problem that ‘power’ had become more difficult to measure in an industrializing world in
which the ‘natural seats of power’ also were affected by the introduction of new technologies.
Mackinder believed that in the post-Columbian epoch, the dominance of sea power (e.g.
Great Britain) could come to an end as a result of a combination of new technologies (in
particular railways) and demographic trends (to be more concrete, Russia’s growing
population). He predicted that the area which later would turn out to be the Soviet Union,
constituted ‘the geographical pivot of history’, a potential new world power which could
eventually force the other naval powers (especially Britain) out of their positions in e.g. Asia.
Amongst others, that ‘pivot area’ (1904) or ‘heartland’ (1919, 1943) was endowed with vast
natural resources which could now be extracted via railways and ‘man power’ (read: a growing
human geographical demography). Russia would become a power, potentially challenging
the British Empire – first in Asia, later in Central Europe (Mackinder, 1887; Mackinder, 1919;
Mackinder, 1943; Mackinder, 1994 [1904]).
                                                                                                      5
    Criekemans
    The American naval historian and Captain (later Rear Admiral) Alfred Thayer Mahan can
    be considered as one of the fathers of American geostrategic thinking. Social Darwinism
    constituted an inherent dimension in Mahan’s thinking: he conceptualized the international
    relations as a dynamic condition of a continuing battle between nations in which acquiring ‘sea power’
    is decisive (Sloan, 1988, p. 90; Raffestin, Lopreno et al., 1995, p. 104, p. 107). Driven by social
    Darwinist thinking, Mahan believed (in comparable neo-Lamarckian terms as Ratzel) that a
    nation should expand territorially, or else be ruined (Sprout & Sprout, 1944 [1939], p. 214)
    (Criekemans, 2022c, p. 105). But Mahan also included the changing power base of the world
    into his models; the switch from sailing ships to coal as the basis for a new to-be-built US
    Navy with new ships from the Industrial Age. Such US leapfrogging meant that every 2,000
    nautical miles so-called ‘coaling stations’ became essential for Navy power projection. In a
    world without free trade, one of the future roles of the Navy would be to protect trade
    overseas, in particular towards Asia where Japan constituted a potential competitor. Mahan
    deemed it crucial that the US would need to possess some of the strategic islands in the
    Pacific, which constituted a highway to the future markets in Asia, with coaling stations built
    along the way (Mahan, 1890; Mahan, 1898; Mahan, 1900; Mahan, 1957 [1890]).
    These authors in ‘Classical Geopolitics’ thus believed in a social Darwinist world of
    competition, whereby material forms of power including energy sources and technology
    would play a major role to defend both the geo-economic and geostrategic interests of
    nations (Criekemans, 2022a). There are some interesting indications that this literature also
    affected the thinking in more realist schools of thought later in the 1930s and 1940s, both
    directly and indirectly (Criekemans, 2007). Also in Realist strands of theory within IR, the
    material capabilities of states including their resource bases or abilities to project power in
    order to get access to (power) resources played a role. Later scholars such as Harold and
    Margaret Sprout were more interested in the uneven distribution of physical and human
    resources including energy, and the potential for technologies to overcome some of these
    problems (Criekemans, 2022c, p. 125; Sprout & Sprout, 1971 [1965]).
    Next to ‘Classical Geopolitics’, many forget that there also existed a ‘Possibilistic
    Geopolitics’ as developed and exercised by the French geographers during the interbellum
    period. In this approach, the environment is conceived as being both ‘constraining’ and
    ‘enabling’, and man is considered to be able to make choices (Vidal de la Blache, 1898; Vidal
    de la Blache, 1926). The environment provides a number of parameters or limitations to the
    whole spectrum of foreign policy actions which can be undertaken by an entity
    ('constraining'), but the environment also provides a political entity with a number of
    important opportunities (Sprout, 1971 [1965], p. 83). ‘Man’ or human agency stood central
    in ‘Possibilist Geopolitics’ because in the end the political decision-makers try to maximise
    the opportunities, and to minimise the limitations with which they are confronted. Thus,
    nature only laid the foundation for human development; the actual cultural and political
6
                                                               Grounding World Politics Anew
progress depended on ‘man’ himself. Hence ‘strategies’ were needed (Criekemans, 2022a, p.
117).
Later schools of thought in the 1990s such as ‘Critical Geopolitics’ started from the
assumption that ‘geography’ does not constitute an innocent product of nature. On the
contrary, it is the result of the history of the battle between competing authorities about the
power to organise, occupy and manage space. Via discourse analysis, ‘Critical Geopolitics’
tries to achieve insight into the way in which foreign policy-elites of territorial entities think
about the relation of this entity vis-à-vis the “external environment” (Criekemans, 2022c, p.
130-137). This critical analysis of the geopolitical reasoning about central variables such as
energy and climate, were studied over the years by authors such as Simon Dalby (1991, 1998,
2020) and Klaus Dodds (2015, 2021), and more recently by books appeared by Moore (2020)
and Wehrmann (2021). An author who more explicitly applied Critical Geopolitics to
resources is Phillippe Le Billon (2013). In his book on ‘Environmental Geopolitics’, Shannon
O’Lear discusses scholarship on Critical Geopolitics and environmental issues (O’Lear,
2018, pp. 19-21). This school of thought also has connections with Constructivism in IR,
but then focuses more on how territorial factors are ‘imagined’, fitting a wider (geo)political
agenda.
Geopolitics can be seen as constituting a joint project or common field of study between Political
Geography on the one hand, and International Relations on the other.
One could define it as follows (Criekemans, 2007; Criekemans, 2022a, pp. 99-100):
“Geopolitics is the scientific field of study belonging to both Political Geography and
International Relations, which investigates the interaction between politically acting
                                                                                                     7
    Criekemans
    (wo)men and their surrounding territoriality (in its three dimensions; physical-
    geographical, human-geographical and spatial).”
    2 In 1962, the Sprouts also published ‘Foundations of International Politics’. Chapter 1 consists of an analysis of the field of
    International Relations. The next three chapters contain an overview of the components of the ‘international system’, in which
    new visions were developed based upon such terms as ‘power’, ‘power potential’ and ‘capacities’. The rest of this book
    contained a revision of material from their earlier book ‘Foundations of National Power’ (Sprout & Sprout, 1967 [1962]).
8
                                                                                              Grounding World Politics Anew
Sprout, 1964). Further building upon this work, the Sprouts published in 1968 the pioneering
‘An Ecological Paradigm for the Study of International Politics’ (Sprout & Sprout, 1968).
The Sprouts did not like the term ‘environment’. Especially in the US, there existed a
tendency to interpret ‘environmental variables’ too much in non-human, or –to put it
differently– in restrictive physical-geographical terms (Sprout & Sprout 1957, p. 311; Sprout
& Sprout 1968, p. 17). This is the reason why the Sprouts used the French concept of ‘milieu’
(Rosenau, Davis et al. 1972, p. 6), because the link with the ‘social’ is more clear (Sprout &
Sprout, 1968, 17).3 ‘Milieu’ thus entail the whole spectrum of environmental factors; both
human and non-human, tangible and non-tangible (Sprout & Sprout, 1971 [1965], p. 27).
The contribution of the Sprouts in 1956 brought a new vitality in the debate on the relation
between ‘geography’ and ‘politics’, which was gradually becoming rather banal and repetitive
(Muir, 1997, p. 185). The first ‘breakthrough’ the Sprouts made, was at first instance a
conceptual one, but also had far-reaching ontological, epistemological and methodological
consequences. This first step of the Sprouts was the introduction of their concept of the
‘ecological triad’. This triad consists of: (1°) an entity (‘environed unit’), (2°) his/her environment,
and (3°) the relation between the entity & his/her environment. The relation between an ‘entity’ and
his/her environment always entails a combination of the properties of the entity with the
surrounding conditions. If there is a change in one of both, then also a different relationship
develops. From this, the Sprouts deduced the proposition that change and transformation are
typical for the ecological perspective (to international relations) (Sprout & Sprout, 1968, pp. 17-18). In
other words, the stress lies with the interdependence, which even seems to increase as a
result of technological development, population growth and the increase of the urban nature
of human societies. Just like the ‘classical’ geopolitical scientists of the 1930s and ‘40s, the
Sprouts stress that there exists a fundamental problem; on earth, there exists an unequal
distribution of these physical and human ‘resources’ (cf. climate patterns, topology, available
resources, human communities, etc.). From this, the Sprouts postulated the proposition that
this unequal distribution influences in a significant way all human enterprise, interactions, relations and inter-
state relations (Sprout & Sprout, 1968, p. 21). The concept of the ‘ecological triad’ states that the
attention of the IR scholar, or of the FPA analyst, should focus on the study of a three-part
whole; (1°) the processes of policy choices within an entity, (2°) (the nature of the)
environment, and (3°) the interaction between the entity & the environment (Sprout
& Sprout, 1968, pp. 11-21; Starr, 1992, p. 3). The next step the Sprouts took, was the further
refinement of the concept ‘environment’ or ‘milieu’.
3 The Sprouts formulated it as follows (Sprout & Sprout, 1968: p. 17): “So used, milieu includes social as well as nonhuman phenomena
to which human activities may be relatable. Since the French language contains no adjectival form of milieu, we shall continue to use the English
adjective environmental.”
                                                                                                                                                    9
     Criekemans
     Harold and Margaret Sprout stated in their central hypothesis that environmental variables
     can only influence human activities in two ways. First, such factors can be perceived by
     individuals, who take these into account in their ‘foreign policy decisions’ and responses.
     Only in such cases can one speak of a form of ‘influence’ of human preferences & decisions
     by the environment, ‘mediated’ by perception. Second, environmental variables can be
     approached as a kind of ‘matrix’ that possibly limits the results of foreign policy decisions
     (‘foreign policy outcomes’), even if these environmental variables are not perceived.
     According to the Sprouts two usable explanatory frameworks could be distinguished; the
     ‘psychological milieu’ or ‘psycho-milieu’ (‘the environment as perceived by the decision maker &
     upon which he/she bases his/her reaction’) on the one hand, and the ‘operational environment’
     (‘the true environment in which the chosen policy is executed’) on the other hand. The Sprouts
     formulated it as follows (Sprout & Sprout, 1968, pp. 33-34):
              “We desire to make this distinction between psycho-milieu and operational milieu as
              explicit as possible, since failure to do so has been the source of endless confused and muddy
              thinking. Psycho-milieu denotes a human individual’s perceived image of a situation, an
              image that may or may not correspond to reality. Operational milieu denotes that the
              situation as it actually exists and affects the achievements and capabilities of the entity in
              question (whether a single individual, group or community as a whole).”
     The conceptual distinction between ‘psycho-milieu’ and the ‘operational environment’ in fact means
     a fundamental break with the Realist school, which (still) believed that decisionmakers in
     foreign policy can perceive their environment in a ‘correct’ way. This ‘amendment’ by the
     Sprouts had important consequences for the FPA scholar and for the decision maker in foreign policy:
         •    First, the consequences for the FPA scholar. In case a researcher is trying to explain
              why certain decisions are taken in foreign policy, then one should try to analyse the
              ‘psychological environment’ of the decision maker. However, in case the analyst is
              more interested in the ‘operational results’ of a specific decision, then the
              ‘operational (or geographical) environment’ should be used as an explanatory
              framework (see figure 1). Especially the first of these two analyses is certainly not easy
              for the FPA analyst. He/she then should try to work out how the involved (group
              of) decision maker(s) perceived the world, and which opportunities or limitations
              they saw for themselves. For the researcher, this task entails many obstacles; one
              has to develop a reconstruction based upon ‘second hand’-material (what the
              decision maker said and did). Even the most ‘neutral’ analyst is not free of
              introducing his/her own linguistic or ideologically biased ideas. Moreover, one has
              to work with incomplete and sometimes even openly contradictory information
              (Sprout & Sprout, 1957, pp. 319-320). In the second kind of ‘analyses’, the researcher
              tries to illustrate how the ‘reality on the ground’ changes as a result of decisions
              which were taken earlier, and how the ‘characteristic properties’ of the environment
10
                                                                    Grounding World Politics Anew
     •    Second, the consequences for the decision maker in foreign policy. The decision
          maker should try to keep the gap between the ‘objective’ and the ‘perceived’
          environment as small as possible (Dougherty and Pfaltzgraff, 1981, p. 67). One
          could state that too big a gap between both is ‘lethal’ for foreign policy, and in some
          extreme cases even for the very existence of the nation.
Many examples exist, for instance mentioned by the Sprouts; the Japanese attack on Pearl
Harbor in December 1941 could only take place because the American military and political
elite did not (want to) realize that a Japanese ‘task force’ so far from home could be used in
an offensive operation (Sprout & Sprout, 1957, p. 318; Sprout & Sprout 1971 [1965], p. 12).
Often, decision makers take refuge in a form of thinking in analogies, in which one refers to
history in order to make the case for a certain policy choice in foreign policy. However, the
same conditions never really repeat themselves because the meaning of geography and
technology changes through time (see also: Houghton, 1996). The Sprouts also asked the
following question: “To what extent is a top-level executive a virtual prisoner of the civil and military
officials who provide data for him?” (Sprout & Sprout 1957, p. 321). The civil and military officials
provide the decision makers in foreign policy with data on the ‘operational environment’,
but these data are often prepared in a way “in which the official thinks the president would
like to see the world” (cf. ‘psycho-milieu’). This forms one of the most important difficulties
with which intelligence agencies struggle. The gap between the ‘operational’ and the
                                                                                                            11
     Criekemans
     ‘psychological’ environment forms a powerful conceptual tool in order to approach the subtle
     interaction between environment & politics in a more nuanced way.
     From this framework of reference, Harold and Margaret Sprout developed in 1957 seven
     theses, which they tried to defend in this publication (Sprout & Sprout, 1957, p. 310):
         1. Environmental factors become related to the attitudes and decisions which, in the
            aggregate, comprise a state’s foreign policy only by being apperceived and taken into
            account by those who participate in the policy-forming process.
         2. Conclusions as to the manner in which apperceived environmental factors are dealt
            with in foreign policy making depend on the theory or theories of decision making
            which the analyst brings to bear on the case under consideration.
         3. Hypotheses as to the manner in which apperceived environmental factors enter into
            the decision making process can provide fruitful linkages between ecological and
            behavioural approaches to the study of international politics.
         4. Environmental factors can be significantly related to the operational results of policy
            decisions, even though such factors are not apperceived and taken into account in
            the policy making process.
         5. What is called analysis of state power or international power relations or (preferably,
            in our view) analysis of state capabilities consists essentially of calculating
            opportunities and limitations latent, or implicit, in the milieu of the state under
            consideration.
         6. Capability calculations or estimates are always carried out within some framework
            of assumptions regarding the policy objectives, operational strategy, and political
            relations of the state under consideration.
         7. Conclusions as to the opportunities and limitations which are implicit in a state’s
            milieu and which may affect the operational results of its policy decisions depend
            on the ecological theory and the topical explanatory premises which the analyst
            brings to bear in the specific case under consideration.
     The explanatory power that analysts attribute to the ‘milieu’, largely depends on the way in
     which their proposed man-milieu-hypotheses are embedded in a certain epistemology with
     regards to the feasibility of scientific knowledge about the relationship territoriality–politics.
     Each geopolitical formulation of a theory rests on such initial assumptions.
     Another potential approach is that of Antonios Nestoras; Analytical Geopolitics. In his
     work on geopolitical myths and Greece, Nestoras has sought to bridge material and identity
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                                                                 Grounding World Politics Anew
factors (Nestoras, 2022; Nestoras, 2024 forthcoming in the Brill book series “Geopolitics
and International Relations”). The author states that the shift from Classical Geopolitics to
Critical Geopolitics in the literature was largely ontological and epistemological in nature. It
replicated the standard dualisms previously introduced in the discipline of IR with the advent
of the postmodern condition. In ontological terms, the scientific materialism of Classical
Geopolitics (i.e. the belief that there is a material reality that has essential properties) was
overturned by the social constructivism of Critical Geopolitics (i.e. reality has no essential
properties, only relative, socially constructed properties). In epistemological terms, the
positivism of Classical Geopolitics (i.e. through geographical survey and philosophical
reflection we can know the essential properties of the material reality) was replaced with the
interpretivist stance of Critical Geopolitics (i.e. without fixed essential properties, reality is
relative to the ideological interpretation of the observer) (Criekemans 2022). According to
Antonios Nestoras, these dualisms – materialism vs. idealism and positivism vs.
interpretivism – outline a Classical/Critical divide in geopolitics that diverts scholarly
attention from important research questions. Moreover it puts the field in an unfavourable
position and reduces its potential to understand and explain patterns of behaviour in IR that
may be grounded in geography. Nestoras reviews the philosophical assumptions that
underline geopolitics through the prisms of New Materialism and Critical Realism and,
drawing from the growing literature on political myth, attempts to initiate a discussion on
possible new research directions for geopolitics (Nestoras 2022). The proposed approach is
called ‘Analytic Geopolitics’. It tries to offer a structural analysis of geopolitical myths into
their constitutive elements, their historical emergence and their effect on patterns of state
behaviour. This contribution suggests yet another, new ‘grounding’ of the discipline of IR,
not only in geography, but also in history, culture and politics. Nestoras believes that a critical
reflection on myth, politics, and geography might show that geopolitics never left in the first
place (Nestoras, 2024 forthcoming). Simply deconstructing myths and exposing them as
fantasies or immoral instruments of power politics (as the school of Critical Geopolitics did)
does not mean that they are no longer active ingredients in the everyday life of a society, or
in the government of the modern state. Myths do affect material reality. Hence the research
agenda of an Analytical Geopolitics could bridge material and constructive approaches to
the geopolitical reality in innovative ways.
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     Criekemans
     production and trade were a more effective method of increasing a state's power potential
     than military conquest and occupation (van Staden, 1999, p. 613). Rosecrance drew a very
     optimistic conclusion; the chances of interstate conflict would, in his view, largely or almost
     entirely disappear (Labohm 1998, p. 54). Ten years later, Rosecrance published an article
     entitled ‘The Rise of the Virtual State’ in Foreign Affairs, in which he turned his prediction into
     a conclusion (Rosecrance, 1996). It is no longer the geographical size of a state that
     determines the success of a country, he argues ('territory becomes passé'), but the size of the
     market. The more open the economy, the bigger the market (as long as it exceeds that of the
     country). Small countries in particular can therefore benefit from this situation. Instead of
     accumulating territory, capital and labour, 'virtual states' (i.e., states that have dismantled their
     territorially embedded production capacity and reorganised it elsewhere) emphasise strategy
     (e.g., attracting foreign direct investment), as well as investing in people, Rosecrance believed.
     Other authors such as Lester Thurow and Edward Luttwak argued that this 'economisation'
     of international relations is taking us into a new phase of interstate and interregional conflict,
     this time focused on the control of markets and capital. In this context, the American
     Edward Luttwak believed that there would be an evolution “from geopolitics to geo-economics” 4 ,
     or as he likes to put it “from violence to money”. As a former strategic thinker, Luttwak associated
     geopolitics with military strategies, which may partly explain his preference during the 1990s
     for the paradigm of geo-economics. According to Luttwak, there is still competition in the
     international political arena, but it is now mainly settled through an economic struggle
     between nation states (as opposed to the paradigm of borderless capitalism, as suggested by
     Kenniche Ohmae during the same period) (Ohmae, 1993; Ohmae, 1996).
     In 1993, Samuel P. Huntington wrote an essay, ‘Why International Primacy Matters’ in the
     journal International Security (Huntington, 1993). This analysis was fairly close to Luttwak's.
     Huntington expanded on Daniel Bell’s assertion: “economics is the continuation of war by other
     means” (Bell, 1990). Samuel P. Huntington asserted that in the coming years, the main conflict
     of interest between the US and the great powers would probably be over economic issues
     (especially the relationship with Japan and the European Union). Huntington believed that
     economists are blind to the fact that economic activity is a source of power, as well as "well-
     being". In the realm of economic competition, the instruments of power are productive
     efficiency, market control, trade surplus, strong currencies, foreign exchange reserves,
     ownership of foreign companies, factories and technology (Baru, 2012).
     4 About the term 'geo-economy', Luttwak writes: “This neologism is the best term I can think of to describe the admixture of the logic of conflict
     with the methods of commerce - or, as Clausewitz would have written, the logic of war in the grammar of commerce.” (Luttwak, 1998, p. 126) (our
     underlining). However, the concept of 'geo-economics' is not new. The political scientist Kristof used it as early as 1960:
     “Contemporary geopolitics [...] rejecting the theory of nature-molded human character [...] has concentrated on geostrategy and the foreign-policy
     implications of geo-economics.” (Kristof, 1960, pp 19-20).
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                                                                        Grounding World Politics Anew
A third author worth mentioning in this context is Mark P. Thirwell. He too examined the
interrelationship between geo-economics and national security, stating in 2010 that if one is
to “understand many of the key strategic developments facing the world in the coming decades, then one will
need to spend a reasonable amount of time thinking about what is going on in the international economy.”
(Thirwell, 2010, p. 2). Thirwell lists a number of reasons why geo-economics has made a
come-back since Luttwak’s time: the evolution towards a multipolar global economy, the
possible degradation of Washington’s willingness to continue to provide international public
goods needed to sustain a (relatively) smoothly functioning global economy, the rise of the
dark side of globalisation such as transnational crime, the rise of state capitalism, the financial
and economic crisis since 2008 and the era of scarcity (Thirwell, 2010). Earlier, Luttwak
almost seemed to suggest that in the post-Cold War era, the geo-strategic struggle would be
subordinate to the geo-economic struggle. In a case study on EU-Russia natural gas relations
between 2013 and 2016, Criekemans argued however that geo-economic and geostrategic
competition can exist simultaneously, and can reinforce each other. It could even be argued
that those actors in international relations who manage to align their geo-economic and
geostrategic strategies have a greater chance of achieving their goals in a timely manner. As
a unitary actor, the Russian Federation seemed much more capable of integrating both than
the European Union. This led to a situation in Ukraine where Russia was effectively waiting
for the West to blink first. A similar scenario developed later in the war in Syria (Criekemans,
2017).
The thesis of ‘geo-economics’ received increasing support since the end of the 1990s. For
example, the success of the neologism ‘géo-économie’ in France is striking, and even somewhat
contradictory. After all, in 1997, a new journal was founded that tried to investigate the geo-
economic thesis: the ‘Revue française de Géoéconomie’ (now called simply ‘Géoéconomie’). Its
founders are people like Pascal Lorot, previously known for their popular science books on
geopolitics, such as ‘Histoire de la géopolitique’ (Lorot, 1995) and ‘La géopolitique’ (Lorot & Thual,
1997). In this sense, the success of the geo-economic paradigm in France is somewhat
contradictory; Lorot had made interesting contributions to the French geopolitical literature
as an author, but now switched to geo-economics. The fact that he was trained as a political
economist might have something to do with that. The first issue of the journal ‘Revue française
de Géoéconomie’ contains an interview with the French geopolitical writer, Lacoste. ‘Géo-
économie’ is presented here as complementary to géopolitique, an idea that also appeared in
Lorot’s books from the mid-1990s. Lorot defines geoeconomics as follows;
         “the analysis of economic strategies –notably commercial–, decided upon by states in a
         political setting aiming to protect their own economies or certain well-identified sectors of
         it, to help their national enterprises acquire technology or to capture certain segments of
         the world market relative to production or commercialization of a product. The possession
         or control of such a share confers to the entity –state or national enterprise– an element of
                                                                                                              15
     Criekemans
              power and international influence and helps to reinforce its economic and social potential.”
              (Lorot, 1999, p. 15)
     The question arises whether the economisation thesis can be empirically “proved”. After all,
     as the Dutch IR specialist van Staden rightly points out, this thesis seems to be at odds with
     what we observe in the world on a daily basis (van Staden, 1999, p. 615). Although the
     number of armed conflicts may have decreased since the fall of the Wall, the conflicts that
     remain or resurface are of a more profound and long-term nature, and often have an intra-
     state character. Moreover, van Staden rightly notes that (van Staden, 1999: 615): “By far the
     most important and potentially most dangerous disputes that we face in the world today are precisely those
     that have a clear territorial dimension” (e.g. Israel & the Palestinians, India & Pakistan, but also
     Afghanistan, Iraq, etc.). Aside from this, a second, more important reservation can be
     formulated with regard to the economisation thesis, according to van Staden: “the suggestion
     that one could conceive of security and economy as separate compartments should be particularly objected to.”
     (van Staden, 1999: 615). This remark is very justified. Economy and politics cannot be
     regarded as separate spheres. It may be true that nowadays in the West relatively more
     attention is being paid to territorial political themes of a predominantly economic nature (e.g.
     impact of the Eurozone, geo-economic integration along the borders of Europe, etc.), but
     the question remains whether there are no questions of politics involved. Who has the “last
     word” in such international questions; economics or politics? As political scientists, we
     would tend to choose the latter option. Economists may have a different view... The division
     between geopolitics and geoeconomics may therefore be artificial. The proposition can be
     defended that Geopolitics originally also took account of the politicisation of “(geo-
     )economic issues”, but that this is not always (anymore) recognised by the current authors.
     Kjellén’s ideal type in the economic realm was for instance for the state to achieve ‘autarky’
     in key essentials such as food and resources.
     Nevertheless, some contemporary authors have in recent years pleaded for a reintegration
     of geopolitics & geo-economics into one whole. More recent authors such as Braz Baracuhy
     come to quite similar conclusions. In his book chapter ‘Geo-economics as a dimension of grand
     strategy. Notes on the concept and its evolution’, Baracuhy stresses that geo-economics and
     geopolitics constitute two sides of the same coin. Although they are different in terms of
     their instrumental and operative logics, they both constitute expressions of the geostrategic
     competition among great powers, acquiring relevance and meaning in foreign policy”
     (Baracuhy, 2019, pp. 14-15). What does remain striking is that geo-economics is often
     associated in the Anglo-American literature with great power politics, whereas some French
     authors and also others seem to be more open to the idea that also smaller territorial entities
     such as regions or even cities could play a geo-economic role (see infra; 6).
     In his book chapter ‘The Increasing Importance of Geoeconomics in Power Rivalries: from the Past to the
     Present’, Gyula Csurgai underlines that relations between states in the post-Cold War period
16
                                                                                       Grounding World Politics Anew
have been shaped by an increased economic competition. This includes Non-Market factors
such as intelligence sharing between state agencies and private businesses, successful
economic diplomacy and different techniques to influence and manipulate non-
governmental organisations to weaken an economic adversary, among other things. The
considerable influence of these Non-Market factors illustrates the limits of the liberal
economic theories that emphasise the dominant role of market forces and the rather limited
role of the state in economics (Csurgai, 2022b, p. 244). One could apply these thoughts also
to the energy domain; in the Western world over the past decades, the main investment
decisions have been left to the private sector, with the national capitals by the end of the
1990s realising that they had to guide behind the scenes the main decisions of these large
energy multinationals, as energy comes very close to the national sovereignty of a state. This
explains why for instance in France the Presidential Elysée has played such a major role in
matters of energy policy.
This brings us to another often forgotten concept in geopolitics and geo-economics; the
‘geo-technical ensemble’. In our recent book chapter ‘‘Geotechnical ensembles’: how new
technologies change geopolitical factors and contexts in economy, energy and security’, the interaction
between technology and geopolitics is discussed at length (Criekemans, 2022b). The
evolution towards a world increasingly run on renewable energy will also mean that the needs
of many countries will shift; from conventional oil over natural gas towards the critical
materials that will power a renewable energy future. This could lead to scarcity & supply
problems and geopolitical competition over key resources such as nickel, cobalt, copper,
silver, scandium, lithium and rare earth elements (Criekemans, 2018). In summary, the
interaction between technologies and geopolitical factors may also have consequences for
the foreign policy and diplomacy of nations; patterns of conflict and cooperation may be
affected. 5 The thesis which we developed in this recent publication states that territorial entities
(states, regions or cities) which invest in ground-breaking technological know-how, both fundamental and
applied innovation, as well as in the industrial base that comes with it, will in many ways be able to shape
tomorrow’s world in its geo-economic, geopolitical and geostrategic dimensions (Criekemans, 2022b).
Already many authors in Classical Geopolitics (e.g. Mackinder, Spykman, Sprout) developed
hypotheses with regard to the impact that new technologies could have upon geopolitical
and geo-economic relations. Geopolitical hypotheses in this context were defined by Sprout
as “propositions that purport to explain or to forecast the geographical distribution and patterning of political
potential (power)” (Sprout, 1963, p. 190). One of the types of geopolitical hypotheses in
5 In their book chapter ‘Technologies for the Global Energy Transition’ in the book ‘The Geopolitics of the Global Energy Transition’,
Manfred Hafner and Michel Noussan offer an interesting overview of some of the more recent technological developments
(Hafner & Noussan, 2020), but do not always explicitly link to geographically embedded opportunities and limitations. This
however is essential to also more explicitly connect to a ‘geopolitical analysis’ in the body of literature, and can be approached
in many different ways.
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     Criekemans
     technological perspective dealt with the uneven distribution of natural resources. According to
     Harold Sprout, these geopolitical hypotheses generally start from the proposition that a
     nation’s political position in international politics is significantly related to its capacity to
     provide military instrumentalities (Sprout, 1963, p. 201). That may have been true in the
     decades after the Second World War. However, today’s literature also investigates how (the
     changing demand for) resources impacts the geo-economic and overall geopolitical position
     of territorial entities other than the state; sub-state entities such as a region, or for instance
     the European Union as an emerging foreign policy actor. More recent emanations of this
     body of literature tackle a wide range of issues. One can think of publications on resource
     war and the scramble for resources (Klare, 2001; Klare, 2012), oil geopolitics (Yergin, 1992),
     natural gas geopolitics (Grigas, 2017), the geopolitics of renewables (Criekemans, 2018b),
     the interconnection between energy and climate (Yergin, 2020) or even the geopolitics of
     the deep oceans (Hannigan, 2016). Technological advances may change once again the geo-
     economic and geopolitical situation and consequences. Harold Sprout had already referred
     to ‘geo-technic politics’ (Sprout, 1963, p. 192). Daniel Deudney believed geopolitical scholars
     should describe the base or infrastructure as combinations of particular geographic features and
     technological capabilities. He termed these “geotechnical ensembles”. Whereas ‘global
     geopoliticians’ treated combinations of geographical and technological factors as exogeneous
     factors acting upon or shaping human institutions, IR scholars primarily saw technology as
     derivative of human and political choice (Deudney, 1989, p. 13). Deudney believed that by
     incorporating technology, with some changes, into their concept of the base or non-social
     environment, ‘global geopoliticians’ were able to advance beyond the impasse of the
     naturalist theories (Deudney, 1989, p. 14). They were all theorists of change, looking at the
     impact of new technological forces and new aspects of geography. ‘Classical Geopolitics’
     “inferred that the existing natural resource base was fixed, subject only to the question of distribution – which
     might grow in a zero-sum environment”. Deudney believed this inference was flawed. The
     continued growth of scientific knowledge and technical know-how has altered in many
     important ways the effective uses to which human institutions can put materials and energies
     drawn from the fixed or closed Earth (Deudney, 1989, p. 627). The same can be said of
     technologies today. How can this be applied to questions of energy transition in today’s
     world? First, changes to existing energy mixes might provoke geo-economic and geopolitical
     ‘fall out’. Conventional oil will in the coming decades diminish in relative importance. This
     may provoke crises in the business models of traditional oil producers such as in the Middle
     East, which could produce societal instability. Second, a growing need to get access to the
     critical materials that will power a renewable energy future could lead to scarcity & supply
     problems and geopolitical competition over key resources such as nickel, cobalt, copper,
     silver, scandium, lithium and rare earth elements. Third, a race over technological advances
     and intellectual property in the energy domain could erupt, most notably in the field of
     battery efficiency & recycling technologies. In conclusion, the debate in the West on ‘strategic
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                                                               Grounding World Politics Anew
autonomy’ may also be relevant for the domain of energy. The interaction between
technology and geopolitics changes also the economic relations, both on the supply side, the
demand side, and the dimension of transit countries. If electrification further grows to
connect for instance more windy or sunny regions with lesser endowed ones, then those
territories through which power lines pass may be able to develop a new business model,
hence rising in geopolitical importance (Criekemans, 2021).
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     Criekemans
20
                                                                         Grounding World Politics Anew
energy sector. This helped western countries to deal with the major impact of the energy
crises of the 1970s.
In 1979, David Deese defined ‘energy security’ in the journal ‘International Security’: “a condition
in which a country perceives a high probability that it will have adequate energy supplies at affordable prices”
(Deese, 1979, p. 140). There were two principal economic and political components of
energy security. First, the set of all behaviours which are affected by the reliability and
quantity of energy supplies. Second, the set of all behaviours which are affected by external
energy supplies, and more in particular the relationship between demand and supply. But
until then the geopolitical or geostrategic dimension remained underexplored.
This changed radically only a year later via the so-called ‘Carter Doctrine’. On 23 January 1980,
the then US President Jimmy Carter declared in his State of the Union Address that the
United States would use military force, if necessary, to defend its national interests in the
Persian Gulf. This statement was geopolitical and geostrategic in nature, a response to the
Soviet Union’s intervention in Afghanistan in 1979. It was intended to deter the Soviet Union
from seeking further influence in the Persian Gulf. ‘Energy geopolitics’ and ‘energy security’
now seemed to become extensions of each other. However, the definition of ‘energy security’
in practice still remained somewhat unclear.
During the 1980’s, David Deese (MIT) and Joseph Nye (Harvard) contributed to a broader
conceptualization of ‘energy security’ (Deese & Nye, 1981; Biresselioglu, 2011). They
focused on the energy security threats that consumer governments face; demand reduction
and restructuring, stockpiles and emergency plans, development of alternative domestic
supplies, development and diversification of sources of external supply, as well as diplomatic,
industrial and military measures. During those years, western literature became deeply
entrenched in a Cold War East-West context; the risk of the dependency of the ‘West’ on
the ‘East’ – most notably via oil and natural gas.
At the end of the 1980s and the beginning of the 1990’s, increasingly authors started to talk
about the eclipse of the ‘oil age’ and the ‘geopolitics of oil’, the structural shortages between
demand and supply, and their geopolitical consequences. Michael T. Klare can be considered
as one of the authors who was quoted often and who also managed to open up a broader
public debate, together with many other contributions from think tanks around the world.
Especially Klare’s ‘Resource Wars. The New Landscape of Global Conflict’ (Klare, 2001) and ‘The
Race for What’s Left. The Global Scramble for the World’s Last Resources’ (Klare, 2012) can be
mentioned in this regard. From conventional oil and gas, over to unconventional oil and gas
(shales, tar sand) into rare earths and other critical materials, Klare sounded the alarm bells
that countries needed to prepare for what was coming. The author seemed to lean more
towards the scarcity side of the spectrum, whereas others would later predict an age of
abundance due to technological revolutions. However, Klare did realise that also energy
                                                                                                                   21
     Criekemans
     innovation would become a major factor in a ‘clean energy race’ in which China and perhaps
     the United States would become major players or competitors (Klare, 2012, pp. 230-234).
     From mid-2001 till July 2008, the oil price rose from 20 US dollar a barrel to 147.50 US
     dollar. This created a new dynamic in the literature on the Geopolitics of Energy, discussing
     the need for alternative supplies and demand reduction via energy efficiency. One year
     earlier, in 2007, Mathew Burrows and Gregory Treverton developed a new energy paradigm
     in the journal ‘Survival’ (Burrows & Treverton, 2007). They discussed a much more nuanced
     definition and approach of ‘energy security’. Taking into account the latest societal and
     international developments, Burrows and Treverton saw the concept more as a set of
     complex “trade offs” that decision-makers had to make between three sides of a triangle;
     security and foreign policy objectives, economic objectives and now also environmental
     objectives. Many different technologies and forms of energy ticked one but not always
     necessarily all three of these boxes. Political choices sometimes had to be made as a
     consequence. In the middle of the triangle however, Burrows and Treverton placed ‘energy
     efficiency’. The best energy that ticks all three sides of the triangle at the same time, is the
     energy which you do not consume.
     From the years 2000 onwards, the debate on ‘energy security’ gradually came of age.
     Academia produced certain criteria which together could make up a good definition of
     ‘energy security’. In 2005, Barton, Redgwell, Rønne and Zillman, hence defined the concept
     as follows: “A condition in which a country or several, or most of its citizens and businesses have access to
     sufficient energy resources at reasonable prices for the foreseeable future, free from any serious risk of major
     disruption of service” (Barton et al., 2005, p. 5). Next to security of supply issues (important for
     consumer countries and territories), there existed also security of demand (important for
     producer countries and territories). The reliability of supply was closely connected to the
     functioning of energy markets. The only actors which this definition of ‘energy security’ did
     not completely address were transit countries and regions, for instance the predicament of
     countries such as Ukraine, which had already in the past major pipelines (Brotherhood,
     Yamal) running over its territory from the East (Soviet Union and later the Russian
     Federation) towards the markets in the West.
     In a recent book on ‘The New Politics of Energy Security in the European Union and Beyond’,
     Prontera uses the traditional definition of ‘energy security’, referring to such matters as “long
     term security of supply and its connection to international politics in the areas of diversification, infrastructure,
     investments and market governance” (Prontera, 2021, p. 7). A recent, two-part book is ‘The changing
     world of energy and the geopolitical challenges’ by Samuel Furfari. Its second volume is solely
     devoted to the ‘geopolitics of energy’. He sees geopolitics as “a methodology based on
     multidisciplinary analysis”, which brings together variables as geography, demography, history,
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                                                                 Grounding World Politics Anew
economic and financial power, transport routes, technology, etc. (Furfari, 2017, p. 45-48).
His approach comes quite close to the ‘geopolitical method of analysis’ as explained and
developed by Gyula Csurgai at the Geneva Institute of Geopolitical Studies in Switzerland
(Csurgai, 2022a).
Yet other authors emphasize ecological issues and crises that “threaten to radically alter the
very nature of international relations” (Ó Tuathail, 1997, p. 36). According to Mustafa Tolba,
executive director of the United Nation Environment Program, a transition needs to be made “from
geopolitics to ecopolitics” (Tolba, 1990). According to Simon Dalby, ecological issues have been
regarded as having a fundamental, 'global' dimension since the 1970s. Dalby and more
recently O’Lear rather use the term 'environmental geopolitics' (Dalby, 1998; O'Lear,
2018), which partly reflects the fact that the term 'ecopolitics' has never really gained a foothold
in the literature. According to Dalby, the new element lies in the fact that, since the mid-
1990s, the 'global environment' has been increasingly explicitly regarded as both an object of
research and the object of prescriptive policy recommendations. Also outside of this, in the
more "popular" IR literature of the mid-1990s, "ecological degradation" was identified as
one of the causes of state disintegration and chaos. Consider, for example, the well-known
article ‘The Coming Anarchy’ by the American foreign correspondent and writer on
international relations Robert D. Kaplan, in the magazine ‘The Atlantic Monthly’ (February
1994). In it, the author argued that the microcosm of failed states in Africa foreshadows what
awaits us internationally as a result of disruptive global demographic, economic and
ecological dissolution processes. Kaplan’s ideas are an archetype of what is often referred to
in textbooks on international relations as the ‘anarchy model’. From a geopolitical
perspective, however, it becomes more difficult to maintain the classic assumption that only
states play a role in global ecological issues; multinational corporations & grass roots
movements also fulfil their function (Dalby, 1998, p. 184-185). In more recent literature on
energy geopolitics, it has become apparent that this can no longer be seen separately from
climate politics (Faye, 2022; Yergin, 2020). In her study on ‘Geopolitics of Climate Change and
Sustainable Development’, Faye develops an actor-centred approach (Faye, 2022). Human
agency of not only state actors but also non-state actors such as multinationals becomes
important in order to understand these processes. Realist and neo-realist paradigms rather
suggest states as the main actors without whom joint management cannot be imagined, but
there exist also more liberal paradigms that can help us to tap into energy transition with a
broader, perhaps more accurate portrayal (including the role of individuals, private
companies, multinationals) (Faye, 2022, pp. 63-65). The author is right in this analysis, yet
there are also territorially embedded and geographical issues at play here. In that sense
‘energy geopolitics’ and ‘environmental geopolitics’ touch upon different dimensions of the
geopolitical challenges related to energy transition. In his book ‘Anthropocene Geopolitics.
Globalisation, Security, Sustainability’, Simon Dalby outlines a number of important issues
(Dalby, 2020). Among other things, he discusses the use of chemicals and the long-term
                                                                                                       23
     Criekemans
     viability of the current agricultural sector. Dalby also questions the limits and finiteness of
     what is possible on this planet Earth, indirectly interacting with earlier debates on the ‘end
     of growth’. Geopolitics can also reflect on the extent to which and with which humanity
     moves or organizes its production chains. Sustainability comes to the fore as a central
     concept in human survival. The implicit message is that this is only possible by coming back
     into balance with 'environmental variables'. A combination of technological innovations and
     a new geo-environmental awareness should provide solace in this, although, according to
     Dalby, it is not certain that a ‘good Anthropocene’ can emerge from this.
24
                                                                    Grounding World Politics Anew
Scholte (2000) argued: “The end of territorialism as a consequence of globalization does not mean the end
of territoriality.” (59).
Today, multiple processes of re-territorialisation can be identified. This concept can be
understood as a series of “developments which occur when certain territorial entities diminish in
importance, in favour of other territorial configurations” (Scholte 2000: 60). Thus, geopolitics has not
vanished: different types of re-territorialisation are altering the fabric of international
relations and, inevitably, such processes are also influencing the practices and conduct of
modern diplomacy.
An interesting example concerns the relationship between re-territorialisation and non-state
actors. Both above and beneath the state level, territorial entities become relevant, and
generate their own external relations, foreign policy and diplomatic practices. As stated
earlier, Europe constitutes an interesting testing ground in this regard. On the one hand, the
Lisbon Treaty in 2010 has led to the establishment of the European External Action Service
(EEAS). European diplomacy is still in its infancy, but with the new Commission under the
leadership of Ursula von der Leyen, it has expressed an ambition to think more in a
geopolitical and geostrategic fashion. Many institutional hurdles, such as the need for
unanimity and the compartmentalization of dossiers over different policy-matters, are
obstacles to achieving that goal. Nevertheless, the EU’s Global Strategy developed under the
former High Representative for Foreign Affairs Mogherini, constitutes an important
milestone in this ongoing ambition. One of its added values is that it tries to identify the root
causes of problems such as migration, terrorism and instability in Europe’s near and far
abroad. At the same time, national diplomatic services are adapting to this new geopolitical
reality. They often sent their brightest diplomats to the European External Action Service.
Gradually, a new division of work between the EU level and the member states will
materialize on the wide variety of foreign policy dossiers. This experiment will impact
European and possibly global diplomatic practices.
On the other hand, Europe has been and still is a nursery for sub-state diplomacy, a
phenomenon that also exists in other parts of the world. Different regional sub-state entities
in Europe such as Flanders, Wallonia, Catalonia, Scotland, Bavaria and others engage in
international relations on their own merits, and conduct a foreign policy parallel,
complementary or sometimes in conflict with their diplomatic state counterparts. The days
when diplomacy was exclusively associated with national states are gone. Since the late 1990s,
the spectrum of diplomatic instruments and the strategies that accompany sub-state entities
have become more diverse and complex (Criekemans 2010a; Criekemans 2010b). To a
certain extent, today’s diplomatic practices resemble a pre-Westphalian world in which
realms of different territorial sizes generate their own diplomatic identity and practices.
Diplomacy has become a multi-level endeavor, in which different policy levels
(macroregional, national, cross-border, substate: regions and cities) each generate specific
                                                                                                            25
     Criekemans
     types of diplomatic activities reflecting specific needs felt at their respective territorial levels.
     The question here then is when and under what conditions are diplomats of the macro-
     regional, national and sub-state level able and willing to cooperate with one another? This
     line of thinking mirrors the complexity of societal questions relating to the EU experiment
     and would add another layer of knowledge to diplomatic studies. In addition, all around the
     world, cities and even harbors are becoming important geopolitical actors in domains such
     as energy, climate mitigation, security and supply chains.
     Re-territorialisation challenges the study of diplomacy, particularly in terms of its research
     questions and objectives. The potential for exploring the geopolitics-diplomacy-nexus is
     valuable but multifarious.
     7. Geopolitics and IR: a plea to learn more actively from each other’s insights,
     theories and methods
     Bringing the scholarships of Geopolitics and International Relations more actively together
     may result, over time, in the development of a joint research agenda (Criekemans, 2022). It
     may be guided by and facilitated through the fascinating process of learning from different
     schools of thought and of academic fields. The most obvious elements of such a research
     agenda are affected by the times in which we are living. Clearly, global power centres are
     shifting and territorial entities around the world (states, macro-regional entities, cities and
     regions) are trying to deal with these realities. The drivers of these shifts are multiple;
     demography, technology, economy, energy, military, etc. Each of these variables offer us a
     ‘way into’ better understanding the fundamental geopolitical shifts which we are
     experiencing, and how world actors are responding to them. Combining material capability
     approaches with cognitive or critical research approaches could offer us a more multi-faceted understanding of
     a changing geopolitical reality.
     Geopolitical analyses can be developed at a global, macro-regional or local level. The French
     geopolitical tradition has shown how a geopolitical analysis may also be relevant inside states
     themselves, in addition to their foreign policy (‘géopolitique interne’ vs. ‘géopolitique
     externe’) (Lacoste, 1976; Lacoste, 1982). Geopolitical developments at the local level may
     also change regional equations. Conversely, global geopolitics may limit what is possible at
     the regional or local level. Specialists in Geography and International Relations can also help
     each other in making sense of some of these dynamics.
     Geopolitical analyses can be historical in nature, contemporary or even include scenario
     analysis. Historical analyses can help us to better understand key geopolitical concepts of the
     past. In this book we for instance discussed the origins and interpretations of the concept of
     ‘containment’. Such an analysis can still be relevant to today’s world. Another domain to be
     further developed lies in extrapolating key geopolitical variables into the future for the
26
                                                               Grounding World Politics Anew
purpose of developing better policy or even investment choices. Both military planners and
financial specialists have, over the last years, become quite interested in combining the
insights of forecasting with geopolitical analysis (Papic, 2021). This area clearly also
constitutes a domain which can be of future relevance to both academia and practitioners.
For foreign policy elites, it is crucial to gain a better insight into the dependence of societies
upon the ‘changing’ environmental variables; to include them into their political ‘calculations’
in order to better understand the viewpoints they have to defend in their foreign policy ‘the
day after tomorrow’.
During the past decades, Geopolitics and International Relations have at best been ‘living
apart together’. In our opinion, Geopolitics and International Relations can again become at
least ‘friends with benefits’. Both have much to offer to each other, but hurdles at the
conceptual, theoretical or methodological level may lie in between. Both have similar
interests; to make sense of a world which is in transition in many domains; economic, energy,
technological, environmental and in terms of power politics. Both are also different;
Geopolitics asks attention for territorially embedded variables and provides a more holistic
view of world problems and their interconnectedness. International Relations is a broader,
multi-disciplinary endeavour which also encapsulates approaches coming from diplomatic
history, economic theory, international law, etc. Moreover, IR has branched out in many
different areas around crucial concepts such as power (Realism), interdependence
(Liberalism), inequality (Marxism), and identity and international norms (Constructivism).
Similar theoretical developments have taken place inside the field of Geopolitics. But
because of all these theoretical branches and different schools of thought, it has become less
apparent for outsiders where respective theories of Geopolitics and IR can be mutually
strengthening each other’s ontological views and epistemological insights.
The renewed attention for territorially embedded factors in several schools of thought
nevertheless connects numerous scientific approaches. By better understanding these
contributions, academics, students and practitioners can learn from each other. Hence it is
possible to develop more comprehensive analyses on the geopolitical challenges which affect
many dimensions of politics today and tomorrow (security, economy, energy, environment,
technology, diplomacy & foreign policy).
Better understanding these changes through an innovative combination of theoretical and
methodological insights beyond neoclassical geopolitical geopolitics, can help us to better
understand that geopolitical reality. In this chapter, we pointed to Cognitive Geopolitics,
Analytical Geopolitics and the literature on Geoeconomics as some of the more promising
routes to further explore and apply in future studies. In conclusion, Geopolitics and IR can
further learn from each other’s insights, theories and methods in the years to come.
                                                                                                     27
     Criekemans
     An ongoing challenge within the literature of Geopolitics remains that the Western
     perspective often seems to dominate (Parker, 2015; Rona, 1982), whereas the actual richness
     of the literature is much greater. Mainstream literature could thus be enriched to also
     discover more local, non-Western approaches from Central and South America, Africa,
     Russia and the post-Soviet area, Asia, etc. Only gradually are these trickling into the
     mainstream geopolitical literature. Confronting Western and non-Western approaches with
     regard to basic geopolitical concepts and their political application at home may prove very
     insightful, both from a fundamental and a more practical point of view. It may give us a
     better insight into basic sources of contention and potential areas of agreement. It may help
     us to identify misunderstandings or fundamental differences in opinion. It may also help us
     in the “decolonization” of key geopolitical concepts and approaches. Through such a
     scientific endeavor, a critical attitude can be developed which may inform a rethinking of
     North-South relations (Slater, 2004) and the ongoing debate about a new multipolar order
     in the making.
28
                                                                Grounding World Politics Anew
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                        https://doi.org/10.18485/ipsa_41_15.2024.7.ch2
                                                Abstract
This paper presents a new, multidisciplinary concept applicable to social entities called
“Future Potential” and introduces a methodology for measuring this concept empirically.
Notably, in addition to outlining the concept, it presents a new global index, the “Future
Potential Index” (hereinafter, FPI). Positioned at the intersection of philosophy, psychology,
sociology, political theory, economics, and geopolitics, along with other fields of social
sciences, Future Potential and its empirical metric, the index, should be of interest to both
academics and policymakers alike.
The concept of Future Potential derives from an effort to capture the key elements of a
social entity that determine its potential to continue and possibly flourish in the future. This
requires first defining what the entity is, what it means to exist and flourish, and then how
to measure it.
To address the very first step – defining a social entity – in a way that ensures consistency
and facilitates comparability across different contexts, our work on defining Future
Potentials and an FPI starts by establishing a fixed normative, analytical, and discursive
framework. The explicit definition of such a framework is, to the best of our knowledge,
unique to our work and, thus, to the FPI.
The question addressed by our work is whether there is a framework that is broad and
consistent enough to permit both the definition and the measurement of a social entity such
that we can monitor whether it is evolving over time in a direction that may be considered
“good” or intentional or both. We show how to do this and then describe the development
of the first index that actually does this using real-world data. More specifically, we present
here our results for the OECD countries using 2022 data. While the concept and
1 Dean and Professor at Corvinus Institute for Advanced Studies (CIAS), Corvinus University of Budapest and
Scientific and Executive Director at Future Potentials Observatory (FPO), MOME Foundation, z.o.szanto@uni-
corvinus.hu
2 Vice-rector and Professor at Moholy-Nagy University of Art and Design and Member of the Executive Committee
christopher.ball@quinnipiac.edu
6 Intern at FPO and Senior Research Analyst, Global Economics Research Team, Quinnipiac University,
khadija.farooqi@quinnipiac.edu
7 Intern at FPO and Senior Research Analyst, Global Economics Research Team, Quinnipiac University,
daniel.hogan@quinnipiac.edu
8 Doctoral Student at Doctoral School of Business and Management, Corvinus University of Budapest and Project
Coordinator at CIAS
     Szántó et al.
     measurement thereof are described in this paper, we hope the initiative will form the basis
     for future research that utilizes the index and/or approach to address policy questions
     regarding the development of social entities and institutions perceived as integral parts of a
     broader society of value to humanity. Alternatively, it may be noted that this approach can
     be modified and applied to smaller-scale entities – something we discuss briefly below.
     This paper proceeds as follows. We first present the normative framework, which is centered
     around the idea of "a good life in a unity of order," emphasizing a harmonious balance of
     peace, security, attachment, and care (Csák, 2018). We then explain how this architecture
     suggests key dimensions and metrics that can be measured as indicators of the various
     aspects of Future Potential. We then discuss how these have been compiled into an index
     and applied to a range of countries. We close by discussing the latest results as an example
     of this approach and include thoughts about future directions for the further application of
     the innovation.
     Introduction
     The Future Potentials Observatory (FPO) was established in 2023 to bring together
     scholars from diverse fields to research and keep track of future-oriented topics,
     including, but not limited to, the Future Potentials of various countries and other
     social entities from nations all the way down to cities and even private organizations.
     The FPO defines Future Potential as “the readiness of social entities (e.g., countries,
     cities, organizations, groups) in terms of their ability to preserve a good life for their
     members in a unity of order through the strategic management of future change”
     (Szántó, Aczél, Csák, Ball, 2019).
     What is meant by “a good life in a unity of order” and what a nation or country may
     be expected to provide for its citizens in terms of a good life are questions that date
     back at least to Ancient Greece (Csák, 2018). In recent years, the generally applied
     approach has simply involved looking at a country’s GDP, assuming that GDP and
     welfare are closely related and that more GDP implies more human welfare. Today,
     that approach is being called into question from a range of intellectual perspectives,
     each generating its own branch of research around its specific area of critique.
     Kocsis (2020), for example, compared the FPI with eight other country-level
     indices.9 As the challenges to the traditional approach have grown, so has the
     volume of new measures aimed at more comprehensively capturing the notion of
     “better,” “welfare,” and a “good life” (Csák, 2018). Some examples include
     9 Kocsis (2020) undertook the comparison against the Better Life Index (BLI), Change Readiness Index (CRI),
     Global Resilience Index (GRI), Human Development Index (HDI), Happy Planet Index (HPI), Inclusive
     Development Index (IDI), Sustainable Development Goals Index (SDG), World Happiness Index (WHI) from
     three different perspectives: nature, society, and economy.
40
                                                The Future Potential Index for OECD Countries
10 While VanderWeele (2017) is the basis for this work, the latest research by this program is shared on the website:
https://hfh.fas.harvard.edu/measuring-flourishing The quote here was taken from the website to ensure the use
of the latest version of their wording for the project.
11 See VanderWeele 2017 for details and further exposition about their approach.
                                                                                                                        41
     Szántó et al.
     products or structures, remain viable and adaptable to future changes. This concept
     involves informed strategic formulation, aiming to create flexible and open-ended
     systems that can adapt to changing needs and withstand environmental or
     technological challenges. Unlike future orientation, which focuses on how far and
     in what manner an entity looks forward, future-proofing is concerned with the
     practical measures taken to secure the longevity and relevance of investments.
     Despite their differences, both concepts are integral to the broader practice of
     futuring, ensuring that social entities and investments are strategically positioned to
     thrive in an uncertain future.
     Just as future orientation and future-proofing provide frameworks for strategic
     planning, both approaches offer specific and different perspectives, offering unique
     insights into overall well-being and national potential. Happiness literature attempts
     to address people’s psychological well-being. Sustainability measurements focus on
     environmental well-being and long-term viability. Still other indices examine aspects
     of the political system, such as the rule of law, or focus on traditional economic
     indicators. The FPI aims to integrate diverse normative standards and strategic
     pillars to provide a holistic view of a nation's capabilities and prospects. It quantifies
     the degree of Future Potential by evaluating various normative standards and
     synthesizes a broad range of insights into a comprehensive framework for
     assessment that is tailored to each country.
     Unlike other indices that function in isolation, the FPI attempts to bring their key
     insights under one roof and asks how this may be done for society as a whole. In
     order to do this, one first needs to identify a common social goal against which to
     measure the current position and, hence, develop a means of measuring progress
     over time. As an initial step, the concept of Future Potential returns to the classical
     perspective of “a good life in a unity of order” as the broad notion of welfare in a
     society. The study of human development is an interdisciplinary endeavor ultimately
     driven by implicit and explicit moral and metaphysical considerations. Historically,
     reflections on a worthwhile life, the image of man, and the human condition have
     been formulated from philosophical, religious, scientific, and artistic perspectives.
     Philosophy ultimately deals with issues such as “how one ought to live [well]; what
     course of life is best; [and what is] the right conduct of life,” and the nature and
     proper operation of the unity of order that enables a good human life (Csák, 2018).
     From the religious perspective, transcendental principles provide the fundamental
     framework for comprehension and interaction and have been an integral and valued
     aspect of the identity of civilizations, permeating every sphere of life throughout
     history. Nevertheless, Western civilization has been an exception, as it seems to have
42
                                     The Future Potential Index for OECD Countries
undermined its own religious and transcendental foundations, particularly over the
last 300 years.
The modern scientific perspective is a detached, strictly rational, methodological
approach intended to free humankind from the limitations defined by Nature and
to change the world. Modern science claims neutrality with regard to ultimate values.
Thus, when science faces ultimate choices between values, the risk of reducing
persons to physiological processes arises, with all the potential unintended
consequences. Historically, the arts have also been a unique guide for human
comprehension through endeavors that inspire man’s aesthetic sense and emotions.
Philosophical, religious, scientific, and artistic perspectives of comprehension cross-
fertilize and prevail upon each other over time, as exemplified historically by
Christianity assimilating elements of ancient Greek philosophy, the arts invigorating
worldviews during the Renaissance, and the natural sciences overtaking philosophy,
religion, and the arts altogether during modernity. Despite such ‘contests,’ we argue
that sophisticated philosophical, religious, scientific, and artistic reflection is
necessary for any entity that aspires to comprehensive self-consciousness and
identity.
“Future Potential” is a new multidisciplinary perspective that builds on the findings
of the fields mentioned above to map out the characteristics that enable entities to
preserve their way of life. Correspondingly, we assume that there exist ways of
being/living through which human persons can fulfill their material, intellectual,
spiritual, and psychological needs and, in general, flourish better than others and are
thus worth preserving and reproducing (Haldane, 2009). In this paper, we elaborate
on the constitutive qualities of this worthwhile, or, in other words, “good life” in a
unity of order as a conceptual framework or standard (Strauss, 1953), according to
which the changes in the FPI scores may be interpreted. Such analysis may help
social entities to systematically reason about alternative courses of action for shaping
their futures. Using this conception as the normative metric and basis for evaluation
is one of the aspects that makes the Future Potential approach unique.
Once the appropriate normative objective is established, the Future Potential
concept can draw with intent from a range of social science approaches to bring
together relevant insights and metrics. Finally, Future Potential determines the
appropriate means of measuring the progress of an actual social entity toward its
stated goal. Operationally, this is achieved through the new FPI.
The Future Potential concept is a refined term based on the prior notion of “Social
Futuring” presented in the Foundations of the Social Futuring Index (Szántó et al., 2020).
In that paper, Social Futuring was defined as “a measure of a social entity’s creative
                                                                                             43
     Szántó et al.
     intent and potential to comprehend the ever-evolving world, its ability to get things
     done, to preserve and reproduce its way of life, and to control its destiny in general”
     (Szántó, Aczél, Csák, Ball, 2019; see also Szántó and Mueller, 2023). This provided
     a holistic overview of the process of measuring a social entity’s ability to strategically
     plan for and sustain itself in the future while attempting to maintain the broad goal
     of sustaining a good life for constituent members.
     Both concepts align, emphasizing the importance of maintaining a good life and
     unity of order for members of such entities through organized and intentional
     efforts. The Future Potential concept builds upon the original idea by integrating
     and emphasizing the readiness to preserve a given quality of life by managing future
     changes. This both reflects and enhances social futuring’s focus on a social entity's
     creative intent and potential to navigate an evolving world. Moreover, both
     perspectives stress the ability to take decisive action, preserve cultural and social
     continuity, and exert control over one's destiny. Thus, Future Potential's emphasis
     on strategic management and structure complements the criteria employed in the
     earlier social futuring notion of intent, capability, and future-oriented adaptability,
     creating a more comprehensive approach to evaluating social resilience and
     foresight.
44
                                    The Future Potential Index for OECD Countries
                                                                                          45
     Szántó et al.
     ideally drives action that sustains the country, allowing it to have a measurable
     future.
     The third layer is formed by the concepts of Care and Generativity. These are
     intended to capture the level of future-proofing of any one organization. The
     previous two layers help establish and sustain the nation, but to remain sovereign
     and stable for the future, the former requirements must be met.
     The topmost layer, Balance and Health, serves as a measure of the quality of life. A
     nation could most certainly meet all three requirements by ruling with an iron fist,
     for example, but a poor quality of life does not meet the standard of a good life of
     unity. Thus, this top layer serves as a way to distinguish countries that are
     performing well in a holistic manner from those only performing well, say,
     economically or in some other single dimension.
     Dimensions emerging from this intersection encompass human, environmental, and
     instrumental phenomena, explicating the capacities that operationalize these
     normative standards and pillars, evaluated across 22 selected indicators. From a
     theoretical framework of sixteen potential dimensions (four normative standards
     multiplied by four pillars), essential aspects such as Life Prospects, Material
     Advancement, Self-Reliance, Family, Belonging, Safety, Assets, and Functionality
     were identified for measurement. These are later defined in more detail, as they are
     a crucial part of the index.
     The FPI serves as a crucial tool for quantifying and expressing the overall Future
     Potential of countries and is constructed upon sound multidisciplinary conceptual
     foundations to ensure its logical and comprehensive composition.
     The Future Potential of countries is defined through normative standards that
     define the framework for a good life, including Balance and Health, Care and
     Generativity, Attachment and Community, and Peace and Order. These normative
     standards intersect with Ecological-Geopolitical, Technological, Socio-Economic,
     and Cultural pillars, necessitating strategic management to address future changes.
     Dimensions identified from this intersection are human, environmental, and
     instrumental phenomena, operationalized through 22 indicators that measure
     abilities and capacities. From the theoretically possible sixteen dimensions, essential
     ones such as Life Prospects, Material Advancement, Self-Reliance, Family,
     Belonging, Safety, Assets, and Functionality were chosen. The FPI quantifies the
     degree of a country's Future Potential, structured upon multidisciplinary conceptual
     foundations.
     The FPI is a composite index of sub-indexes comprising a hierarchical indicator
     system based on the holistic Future Potentials conceptual framework. Simply put,
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                                   The Future Potential Index for OECD Countries
the FPI is a weighted average of carefully selected indicators that best capture the
elements of Future Potential.
The FPI comprises 22 indicators selected with the help of an expert panel. Each
indicator is transformed into a combined indicator by incorporating its latest value
and change over time. During the process, outliers are handled and all elements are
normalized on a scale of 0 to 100. The combined indicators are weighted and
aggregated according to the structure of the FPI framework.
A hierarchical structure was selected to best grasp the concept of the indicator. This
structure allows for the creation of sub-indicators at different levels to examine the
contexts of the conceptual framework. In general, such hierarchical structures are
the most suitable choice for presenting complex, multi-dimensional phenomena.
To connect the normative standards with the pillars defined in the wider framework,
definitions were prepared to describe the phenomena of each of the nine essential
paired intersections of the aspects, based on which the appropriate indicators could
later be selected.
Selection of Variables
The FPI is, in some ways, the next evolution of the original indicator set employed
by the Social Futuring Index (SFI). Eight indicators have remained unchanged, five
were slightly changed to express a different aspect of the measured phenomenon,
and nine new indicators were selected. A panel comprised of members with
expertise in various academic disciplines and statistics examined the potential
indicators of SFI and compiled the final set of indicators that best suit the written
definitions.
The indicator selection process involved the basic requirements that indicators had
to
       be measurable/available,
       have a time series,
       be accessible from official, publicly available sources,
       have at least OECD-country coverage,
       have no or limited overlap with other indicators and
       have a measurable and meaningful range.
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     Szántó et al.
     Several workshops were held to finalize and fine-tune the indicator set to avoid
     overlaps and maintain a balance between the elements of the framework. In the end,
     all indicators were designed to capture both the latest value of the given indicator
     and its change over time. More details about the compilation of the indicators can
     be found under the “Normalization” section below.
     For each indicator, the most recent data that was available was used. In most cases,
     this involved data from 2020 to 2022. For each indicator, the direction (positive or
     negative) of the evaluation was determined based on the concept of Future
     Potential. This was an essential step, primarily for the purpose of normalization.
     Imputation
     As with nearly all datasets, there are cases with missing values. Such missing
     observations accounted for only about 2% of our total observations and, therefore,
     had little bearing on the final rankings. The selection of indicators was partially based
     on an attempt to obtain maximum country coverage. When observations were
     missing, or there were clear anomalies – for example, radically different data to other
     countries for that observation and seemingly inconsistent with reasonable
     boundaries – the observations were imputed using other reliable sources or, in rare
     cases, supplemented with the value of a similar country. Again, with less than 2% of
     total observations either missing or clearly erroneous, none of the rankings were
     sensitive to imputation in these cases.
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                                      The Future Potential Index for OECD Countries
The basic data for each indicator is the latest available value (filtered of outliers and
normalized) and its absolute change (also filtered of outliers and normalized)
compared to 2010 (in general).
The 'final' normalized indicator for each indicator is calculated as the sum of these
two factors, which are then re-normalized (to a value between 0 and 100) for ease
of interpretation. The two factors are equally weighted, so the range of the
normalized values is 100 for both factors.
Pillars
Figure 2 presents the outlines of the FPI, which are summarized here. According to
this logic, the index's concept is based on four pillars: Ecological-Geopolitical,
Technological, Socio-Economic, and Cultural.
The Ecological-Geopolitical pillar captures aspects of a social entity’s assets, such as its
basic Assets (energy, water, land, etc.), without which it would not have
the resources to maintain itself. Moreover, it includes elements that aid in measuring
levels of Safety, Assets, and standards of living to capture various aspects of
Belonging to the social entity and the resources required to develop Future
Potential.
The Technological pillar includes aspects such as a social entity’s ability to connect,
innovate, and function generally. Basic functioning requires fundamental resources
like clean water, while innovation requires a legal framework for patents and
intellectual property. Finally, the ability to network and connect can be measured in
physical terms, such as roads, or digitally, such as internet access and ICT use.
The Socio-Economic pillar includes classical economic areas like capital, labor, various
forms of expenditure, and indicators of unemployment, schooling, and
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     Szántó et al.
     GDP/capita. Socially, the core unit considered appropriate for a stable, socially
     cohesive society that has Future Potential is the Family, so the FPI includes
     measures such as fertility, the number of single-parent households, couples with
     children, work-life balance, ageing and inequality.
     Finally, the Cultural pillar – in many ways, the single dimension that makes the FPI
     unique since its normative basis is one of the key aspects of Future Potential,
     includes measures such as religiosity and adherence to tradition.
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                                   The Future Potential Index for OECD Countries
sovereign entity. Indicators: employment rate (3.3%), old age dependency (3.3%),
and population with tertiary education (3.3%).
Family: The normative standard of Attachment and Community is partially
comprised of ‘Family,’ which is at the intersection of both this standard and the
Culture and Socio-Economic pillars. To properly plan for the future, a population
must be sustainable; steady growth measured by Family size can provide insight
here. However, Family is equally important to individual wellbeing and thus plays a
role in measuring future success. Indicators: single person households (7.5%),
fertility rate (7.5%).
Belonging: While Family is a necessity, personal attachments to groups and individuals
outside of one's own household can indicate a higher level of cooperation among
an organization and may be a measure of overall well-being. This dimension is
associated with the Culture and Socio-Economic pillars due to their significant
presence in determining how and with whom any one individual may interact.
Indicators: registered voters who actually voted (7.5%), self-reported religiousness
(7.5%).
Safety: The foundation of Peace and Order is partially based on the Safety of
individuals. Ecological conditions and geopolitics influence this dimension greatly
due to their ability to affect every individual. To ensure there is a community to
belong to, residents must feel that they are safe from local, foreign, and ecological
threats. Indicators: global peace index (4.4%), energy import dependence (4.4%),
ecological balance (4.4%)
Assets: To develop Peace and Order both ecologically and geopolitically, the
government and society must have enough Assets to address problems/threats.
From domestic production to having cash on hand, Assets are key in the
establishment of an organization capable of measuring its Future Potential.
Indicators: renewable water sources (4.4%), government debt (4.4%), investment
debt (4.4%).
Functionality: The last vital dimension that underpins the existence of a society is
Functionality. Indicators: gross national income (4.4%), global innovation index
(4.4%), internet users as a share of individuals (4.4%).
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     Main results
     In the first iteration of the index in 2022, Iceland led the OCED nations in the FPI
     with a score of 64.4 out of 100. Greece rounded out the group with a score of 36,
     slightly more than half of Iceland’s score. A difference of almost thirty points is not
     insignificant; there are a few areas where this difference does not occur within the
     country profiles within the FPI.
     Starting with the foundational normative standard of Peace and Order, Iceland
     outranks Greece in every dimension. The smallest gap between these two nations
     was 37 points in Safety. In the dimensions of Assets and Functionality, the scores
     were 70.1 and 47.2, respectively. While the difference between the two countries’
     Peace and Order scores is the largest in the index, this highlights the robustness of
     the index. Greece has a near-average score for Balance and Health, which helped
     narrow its score to within 30 points of Iceland, despite the 50+ point gap in the
     Peace and Order score, a dimension that accounts for 40% of the total index score.
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     Community. It must address its slowing economy, growing debt, and aging
     population to become better positioned to address future problems. Without
     addressing these issues, Japan may be caught flatfooted as it lacks Assets and Safety.
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the FPI. By comparing the indexes, it is possible to highlight the uniqueness of the
FPI and how the methodology is applied. Israel and the United Kingdom are prime
examples that highlight the differences well.
In the FPI, Israel was ranked second overall among all OCED countries but in the
bottom five by the SDGI. Based on how Israel ranks over the next few years, the
importance of measuring the Peace and Order normative standard and Material
Advancement will be significant. War, while not considered in these reports, is
unsustainable, but being able to defend oneself properly in/against war and amass
strong allies is pivotal to ensuring a nation remains sovereign. While the region may
not be safe today, Israel is liable to survive and recover due to the country’s high
pre-war FPI score.
As measured by the FPI Life Prospects, the United Kingdom (UK) has some of the
worst Life Prospects in the OECD, and the nation lacks the necessary Belonging
and key Assets. While the FPI contains only twenty-two indicators, all of them are
of value. However, the SDGI has seventeen dimensions, each with its own
indicators. So, while the UK is projected to fall short of its goals in the areas of good
health and well-being, it is still ranked in the top ten of the OECD nations in terms
of the SDGs. Hedging against certain indicators always has its benefits, preventing
nations from wild swings in their index score.
The two ‘case studies’ that compare the FPI to another major index show the
dynamism of the FPI. There are enough indicators and, importantly, variations in
the type of indicators that make up the index to avoid violent swings in
measurement. Great Britain is downgraded for its permanent shortcomings with
some key elements needed to achieve a good life in an order of unity. On the other
hand, throughout the war, Israel’s situation was coherent with the FPI findings from
previous years; a well-prepared country can successfully handle a major problem due
to its future-proofing measures. These results are currently the most concrete
evidence that the FPI has established a meaningful way of measuring how future-
proofed a country is and how we can learn from the successes of other nations.
Figure 3 shows the overall FPI rankings of OECD countries. Overall, northern
European nations dominate the top 10 list, taking four of the five top spots in the
Index. This is seen with other indexes, too, as Nordic nations are typically ranked
highly. However, we start to see some deviation in the lower half of the top 10. In
other indexes, such as the Human Development Index (HDI), Turkey ranks below
the nations of France, Italy, Japan, and Greece, but in the FPI, we see Turkey ranked
well above this latter group, in seventh place from all OECD countries. The
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     Szántó et al.
     aforementioned group of nations places 23rd, 32nd, 35th, and 38th, respectively, in
     the overall FPI rankings of OECD countries.
                     Figure 4: OECD country ranking according to Peace and Order
                                  normative standard (2022)
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                                   The Future Potential Index for OECD Countries
the most weight of all four normative standards. Despite the security the United
States enjoys due to its large military, the FPI ranks it in 24th place. With a
government debt of more than 100% of GDP and an increasing deficit, there is a
lack of major fiscal responsibility in the States, resulting in a lower score. Other
notable movements include Israel in 15th place (2nd overall) and Estonia in 8th for
Peace and Order (17th overall).
The normative standard of Attachment and Community captures the more personal
elements of nations, something that can be hard to quantify. The top quartile here
is dominated by Central European nations, with Slovakia in 1st (9th overall),
Slovenia in 5th (14th overall), and Czechia in 10th (18th overall) place. This
highlights one of the FPI’s strengths – countries like Iceland and Denmark (3rd
overall) fall to 17th and 16th place when scored on this normative standard. Being
able to capture these details helps enhance the robustness of the index.
           Figure 6: OECD country ranking according to Care and Generativity
                         normative standard (2022)
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     Szántó et al.
     notable changes are Japan gaining 19 spots and Ireland dropping 19 spots (in terms
     of the relation of the overall FPI ranking to the ranking for Care and Generativity).
                     Figure 7: OECD country ranking according to Balance and Health
                                   normative standard (2022)
     Conclusions
     This paper has presented the newly created FPI. The index is based on the Future
     Potentials concept and the effort to operationalize the concept into a metric with
     some value and potential utility to researchers and policymakers alike. The first
     index was created for OECD countries using 2022 data and demonstrates the
     viability of the concept and index.
     The concept we have applied is unique in that it creates a substantive normative
     framework that guides the determination of the architecture on which an entity, its
     Future Potential, and our measures are based. We then provide details about each
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                                   The Future Potential Index for OECD Countries
layer of the architecture in the context of the framework and how they are
transformed into data-based metrics.
         We show that the overall index is different from other indices and is robust
because of its multi-layered (horizontal) plus multi-pillared (vertical) approach,
creating a structure that incorporates weights for various categories, all of which
indicate Future Potential. This allows researchers to explore inter-country
differences and intra-country ones across various categories that are deemed
important for determining a nation’s Future Potential.
        Policymakers in these countries can likewise use this index and sub-category
rankings to determine where the policy focus is most appropriate going forward.
Again, the FPI concept and index are different because we do not intend to help
policymakers maximize a single objective like GDP or “happiness,” however
defined today. Rather, the FPI may help policymakers focus on what they can do to
improve their nation’s outcomes today, and how they can sustain and improve the
Future Potential of their nation in terms of the aspects they value themselves.
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     Szántó et al.
     References
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     Kocsis, T. “Finite Earth, Infinite Ambitions: Social Futuring and Sustainability as
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     Kocsis, T. “The Future Potential Index (FPI) in the Context of Economy, Society
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     Strauss, L. “Natural Right and History”. Chapter II. Natural Right and the Distinction
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     Szántó, Z. O., Aczél, P., Csák, J., Szabadhegy, P., Morgado, N., Deli, E.,
     Sebestyény, J. and Bóday, P. “Social Futuring Index – Concept, Methodology and Full
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     Szántó, Z. O. and Mueller, J.D., “Social Futuring, Modern and Ancient.” World
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     date of download: 2024.06.30)
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     Definition: The total fertility rate is defined as the total number of children that
     would be born to each woman if she were to live to the end of her childbearing
     years and give birth to children in alignment with the prevailing age-specific
     fertility rates.
     Unit of Measure: Number of children
     Source of Data: OECD,
     https://stats.oecd.org/viewhtml.aspx?datasetcode=HEALTH_DEMR&lang=en
     #
     12. Registered Voters Who Actually Voted
     (direction: positive, normative standard: Attachment & Community, dimension:
     Belonging)
     Definition: The total number of votes cast (valid or invalid) divided by the
     number of names on the voter register, expressed as a percentage.
     Parliamentary Elections: The parliamentary elections displayed in the voter turnout
     database are elections to the national legislative body of a country or territory. If
     the legislative body has two chambers, only the second (lower) chamber is
     included. If elections are carried out in two rounds (using the two-round system,
     TRS), only the second election round is included.
     Unit of Measure: Percent
     Source of Data: International Idea, https://www.idea.int/data-tools/world-
     view/40?st=par#rep
     13. Self-reported Religiousness
     (direction: positive, normative standard: Attachment & Community, dimension:
     Belonging)
     Definition: The share of those who reply that they are religious to the question.
     “Are you (1) A religious person, (2) Not a religious person, or (3) A convinced
     atheist?”
     Unit of Measure: Percent
     Source of Data: World Values Survey,
     https://www.worldvaluessurvey.org/WVSOnline.jsp ; https://ess-
     search.nsd.no/CDW/ConceptVariables
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       Weights were defined on the basis of the conceptual framework and considering
       the importance of the normative standards. All indicators within each dimension
       were equally weighted.
                                                                                               Weight
                       Weight according                     Weight           Number of
     Normative                                                                                according
                        to Normative         Dimensions   according to    Indicators within
     Standards                                                                                    to
                          Standards                       Dimensions       the Dimension
                                                                                              Indicators
 Attachment &
 Community                   30
       Aggregation was based on weights and normalized indicator values. Based on this,
       sub-indicators can also be defined (at the dimension and normative standard level).
       All composite indicators should be interpreted on a scale ranging from 0 to 100.
       Also, the composite indicator at any given level can be built from the sub-
       indicators that comprise it. This greatly facilitates the analysis of the effect of the
       indicator composition.
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                             https://doi.org/10.18485/ipsa_41_15.2024.7.ch3
                                                         Abstract
In recent years, the study of small states has gained increasing attention in the field
of international relations and geopolitics. These states, often overlooked in
traditional analyses dominated by great powers, may play a significant role in shaping
global affairs of a multipolar order. However, existing methodological frameworks
for studying small states dynamics often fall short in capturing the complexities of
their geopolitical behaviour and potential in their global power dynamics. To
address this gap, this paper presents a methodological concept of the Geopolitical
Power Index which was originally developed for Routledge Small States Series book
(Car & Zorko, 2025). The main aim here is to test it across different disciplines and
methodological approaches common for research in the area of geopolitics and
International Relations. This paper debates on usage of indexation in geopolitical
analysis and purpose of such indexes for future research. Unlike traditional power
that primarily focus on military capabilities or economic strength, the GPI
Framework considers a broader range of factors relevant to small states, including
geographical positioning, diplomatic influence, digitalization readiness, and
resilience to cyber threats. The GPI framework enables comparative analysis across
different small states, allowing researchers to identify patterns and trends within
diverse group of countries.
                                                   Key Words:
    Geopolitical Power Index, GPI framework, small states, Routledge Small States
                                    Book Series
Introduction
     In the vast landscape of geopolitical theory, the spotlight has historically been
     dominated by the great powers (Mackinder, 1919; Spykman, 1942; Kennedy, 1989;
     Kissinger, 1994; Huntington, 1996; Brzezinski, 1997; Mearsheimer; 2001; Zakaria,
     2008; Kagan, 2013; Allison, 2017). The name itself – Great Game – suggest that
     only big players are allowed to participate. The Great Game often include analysis
     on actions and reactions of great powers instead of focusing on balance of power
     in International Relations or even minor roles that small(er) states may play in
     international arena. This focus stems from the traditional view that these large,
     powerful states are the primary architects of international order and the main drivers
     of global political dynamics. Theories and models developed by prominent
     geopolitical scholars, Mackinder’s Heartland Theory (1904; 1919) or Mahan’s Sea
     Power concept (1890), predominantly emphasize the strategic maneuverers of large
     states. As a result, the geopolitical discourse has often overlooked the significant
     roles and capabilities of small states in shaping the global order.
     The traditional neglect of small states can be attributed to several factors. Firstly,
     the classical understanding of power in geopolitics is rooted in tangible assets such
     as military strength, economic clout, and territorial expanse—metrics by which small
     states often fall short. This has led to a pervasive underestimation of their potential
     impact on international relations. Additionally, the realist school of thought, which
     has heavily influenced geopolitical theory, tends to prioritize the study of power
     politics among major states, reinforcing the marginalization of smaller nations.
     However, this traditional perspective is increasingly at odds with contemporary
     geopolitical realities. In an era marked by rapid technological advancements,
     globalization, and the proliferation of digital spaces, the influence of small states
     cannot be further ignored. Small states often possess unique strategic advantages,
     such as agility in diplomatic maneuvers (Luša & Picula, 2025), the ability to forge
     niche economic roles, and the capacity to act as mediators in international conflicts.
     Furthermore, the rise of cyber capabilities and digital diplomacy provides small
     states with new avenues to exert influence and alter geopolitical dynamics. For
     example, Estonia's pioneering efforts in e-governance and cybersecurity have
     positioned it as a global leader in digital innovation, despite its small size (Puusalu,
     2025; Mikac et all, 2025). Similarly, countries like Malta (Grech & Debattista; 2025)
     and Iceland (Kos-Stanišić et all, 2025) have leveraged their strategic positions and
     specialized sectors to punch above their weight in international affairs. These
     examples underscore the need for a revised geopolitical framework that
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to cope in/with existing one. For instance, there is a book “Small States in World
Politics: Explaining Foreign Policy Behavior” (2003) edited by Jeanne A.K. Hey
explores the foreign policy strategies of small states in various regions of the world
and provides theoretical frameworks for understanding their behaviour in the
international arena. Furthermore, book “Geopolitics of the Knowledge-Based
Economy” (2019) by Sami Moisio examines the geopolitical implications of the
knowledge-based economy, including the role of digital technologies in shaping
power dynamics and international relations. The book “Digital Diplomacy: Theory
and Practice” (2015) edited by Corneliu Bjola and Marcus Holmes is a book that
examines the evolving role of digital technologies in diplomacy and international
relations, including the use of social media, digital platforms, and cyber tools by
states and non-state actors but not focusing on small states in particular. Finally,
“The Diplomacies of Small States: Between Vulnerability and Resilience” (2009) by
Andrew F. Cooper, Timothy M. Shaw is an in-depth analysis of the various methods
used by small states to overcome their vulnerabilities in the international arena.
The concept of “small states” remains one of the most elusive and debated topics
in geopolitical discourse. Despite extensive research and numerous theoretical
frameworks, there is still no universally accepted definition of what constitutes a
small state. This lack of a clear definition presents significant challenges for scholars,
policymakers, and international organizations attempting to understand and address
the unique issues faced by these states and potential roles they could play in global
order. At the core of this definitional ambiguity is the complexity and diversity of
criteria used to categorize states as “small”. Traditionally, size has been measured in
terms of geographical area and population. However, these metrics alone fail to
capture the multifaceted nature of state power and influence. For instance, many
small states possess substantial economic clout, advanced technological capabilities,
or significant geopolitical importance due to their strategic locations. These factors
complicate simplistic size-based classifications and highlight the need for a more
nuanced understanding.
Different academic disciplines offer varied definitions, further complicating the
discourse. In international relations, small states are often defined by their limited
ability to influence global politics and their dependence on larger states for security
and economic stability. In contrast, economists might classify small states based on
economic indicators such as GDP or market size, while political scientists might
focus on institutional capacity and governance structures.
Moreover, the relative nature of smallness means that a state's classification can
change over time or depending on the context. A country considered small in one
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                                  Methodological Concepts in Small States Research
choice of indicators and data sources to minimize biases and ensure that the index
accurately captures the complexities of the global landscape. However the use of
multiple indexes are often needed to ensure more objective perspective.
While indexes in geopolitics offer valuable insights, they also face significant
shortcomings that can undermine their reliability and applicability. One major
limitation is the potential for bias and subjectivity in the selection and weighting of
indicators, which can skew results toward particular political or ideological
perspectives. Data availability and quality pose another challenge, as not all countries
consistently provide reliable or transparent data, leading to gaps or inaccuracies that
can misrepresent a nation’s true standing. And finally, when comparing the power
potential new subjects such as non-state actors or small states are often neglected.
Additionally, indexes often oversimplify complex geopolitical dynamics by reducing
multifaceted issues like governance, security, or economic resilience to a single score
or rank, masking important regional or contextual nuances. The comparability of
different countries or regions can also be problematic, as diverse political, social, or
economic systems may not be adequately captured by universal metrics. Moreover,
some indices rely heavily on historical data, which may not reflect current realities
or rapidly shifting geopolitical landscapes, reducing their relevance for
contemporary analysis. Consequently, while indexes provide useful frameworks,
their results must be interpreted cautiously and supplemented with deeper, more
qualitative analyses.
Indexes play a crucial role in a variety of other geopolitical methods, providing data-
driven insights that enhance the rigor and in-depth of analysis. These methods span
areas like power projection, conflict forecasting, risk assessment, and diplomatic
strategy, where indexes serve as foundational tools for evaluating state capacity,
vulnerabilities, and global influence. Moreover, indexes often serve as basis for
sophisticated trajectories such as Scenario Analysis of Future Science. The use of
indexes in scenario analysis offers framework for examining potential future
developments in international arena. By providing structured, data-driven
representations of various dimensions of state power, stability, or influence, indexes
allow analysts to build multiple plausible scenarios for how global dynamics may
evolve. These scenarios, which are narratives of possible future states, help
policymakers, businesses, and scholars anticipate risks, identify opportunities, and
develop strategies to manage uncertainty in an increasingly interconnected world.
In scenario planning, analysts typically select a set of key drivers that are most likely
to influence the future trajectory of geopolitical dynamics. These drivers are
represented by index scores, which provide a baseline for understanding current
conditions. Analysts then explore how changes in these index values might interact
                                                                                            85
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                                  Methodological Concepts in Small States Research
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     cybersecurity in states with strong economic power but weak cyber defences can
     enhance collective security and foster international collaboration.
     Beyond practical applications, the Geopolitical Power Index contributes to
     geopolitical theory and the measurement of power potential. It offers a holistic
     approach to understanding state power, moving beyond traditional metrics focused
     solely on military and economic strength. By incorporating dimensions like
     cyberpower reflects the complexities of modern territoriality and envisions of the
     place/space changes. This multidimensional perspective enriches theoretical
     discussions and provides a more accurate tool for measuring and comparing state
     power in an increasingly interconnected and digital world. This Index provides a
     structured methodology for research. Scholars and students of international
     relations and geopolitical studies can use it to conduct detailed case studies,
     comparative research, and theoretical analyses. Academic research can also benefit
     from the GPI Framework by providing a structured methodology for analysing the
     complex interactions between different dimensions of state power.
     Conclusion
     The study of small states in the context of geopolitics and international relations
     remains an essential yet complex field, underscored by the lack of a universally
     accepted definition. This complexity stems from the diverse criteria and
     multifaceted nature of state power and influence, which traditional metrics such as
     geographical size and population fail to capture adequately. As we have explored
     and presented in Routledge Small States Series book, the Geopolitical Power Index
     offers a nuanced framework for understanding and measuring the power of states,
     integrating categories like geographical power, social and political power, economic
     power, military power, and cyberpower. This comprehensive approach allows for a
     more accurate assessment of a state's capabilities and strategic importance, especially
     in a world increasingly influenced by digitalization and cyber dynamics.
     The GPI's inclusion of cyberpower as a distinct category highlights the increasing
     importance of digital capabilities in the contemporary geopolitical landscape. As
     traditional notions of power are challenged by technological advancements, the
     ability to project influence in cyberspace becomes a critical component of national
     power (but not exclusively military power). This shift underscores the need for small
     states to invest in digital infrastructure and cybersecurity to enhance their resilience
     and strategic positioning.
     The evolving geopolitical landscape, characterized by rapid digitalization and
     changing power dynamics, calls for innovative approaches to better understand and
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                                                                                           89
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                       https://doi.org/10.18485/ipsa_41_15.2024.7.ch4
                                            Abstract
Even though during the last five decades world-system framework has
experienced an enormous development, as it has provided a wide range of
analytical categories for spatiotemporal processes from historical sociology
gaze, it might not have deepened enough into its empirical dimension beyond
historiographic resources. Regarding this fact, one of its main axes as three
tier structure of core-semi periphery-periphery and its features have been well
described and discussed from the beginning. However, empirical quantitative
methodology for determining reshaping and mobility along this structure has
been barely treated in comparison with the employment of qualitative and
observational techniques.
To fill this relative absence is fundamental not only to study mechanisms for
upgrade or downgrade mobility during long wave periods but also because of
the importance of providing tools for researching systemic transformations in
a controversial region such as the semi periphery. This last one is especially
important in relation with this sort of methodology because of the ambiguity
that this category sometimes have showed in different analysis as well as the
structural relevance that it has for (dis)stabilizing world-system.
In this sense, this paper seeks two main goals. Firstly, to collect all the
previously described quantitative methodologies for world-system mobility
analysis. Secondly using primary sources and data, to put them into practice
and to combine their different tools in order to boost the future outcomes
from world-system theory.
                                           Key words:
        world systems, semi periphery, mobility, methodology, comparison
     Introduction
     The well-known tripartite structure of the capitalist world-economy, based on
     the development of the dialectic between the core and the periphery, having
     as a synthetic result the historical-spatial conformation of the semi-periphery;
     has been shown as a category of analytical and explanatory potential for long
     processes from the sphere of historical sociology in general (Wallerstein 1974,
     1976; Hopkins and Wallerstein 1977; Radice 2009; Karataşlı 2017) and in an
     accessory way offering multiple tools and background for other disciplines
     such as international relations, geopolitics and political economy. Within this
     framework, despite initial criticism of the issue of ambiguity surrounding the
     ontological delimitation of the semi periphery category (Aymard 1985),
     subsequent and more recent works have been able to provide a series of
     definitions (Arrighi and Drangel 1986; Chase-Dunn 1988; Terlouw 1992;
     Radice 2009) provide more detailed and solid basis on the role of the semi-
     periphery, as well as everything related to upward and downward mobility
     within this social structure. However, precisely within this epistemological
     plurality, a methodological plurality has also developed when it comes to
     specifying the hierarchy, antagonisms and the variables that govern them
     within the world-economy. In short, proposals have been made by different
     authors who, beyond the diversity in the modification of algorithms or
     quantitative techniques to obtain results with good statistical quality, do not
     coincide at all in the inclusion criteria of variables that simply have to do with
     the differential spatial distribution of income in the world system, with the
     international division of labor throughout the core and the periphery, with the
     inclusion of social dimensions that characterize local labor forces and with the
     capacity of national states to develop coercive power and legal-administrative
     influence on a global scale to maintain or improve their position within the
     tripartite structure (Babones 2005).
     Taking this background into consideration, the possibility of determining to
     what extent this relationship between the use of a certain methodology based
     on the formulated epistemology influences the determination of a particular
     configuration of the world system, appears relevant. Although the main
     methodologies both at a qualitative level (Wallerstein 1974, Braudel 1992,
     Frank 2011) and the previously mentioned quantitative ones are well known
     and have been largely compiled (Babones 2005; Clark and Beckfield 2009;
     Barbones and Chase-Dunn 2012). This compilation has not been
     accompanied by a comparison that makes it possible to analyze the differential
     results when reflecting changes in mobility within the structure. Considering
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this fact, this article precisely aims to be able to concretely assess the precision
and sensitivity of the main methodologies developed under the systemic
theoretical framework. Under a total sample of 105 States, from the period
from 1972 to 2022, which makes it possible to obtain all the necessary data
and variables according to each methodology, it is proposed to apply four of
the main most used techniques at the same time through which a relationship
of the upward and downward mobilities that occurred during the last long
wave of expansion and contraction of the capitalist world-economy is
obtained. To achieve this objective, the article will be organized through the
following structure. Firstly, the main axioms and premises will be briefly
explained, both those previously tested at an empirical level and those that are
purely theoretical, about the mobility that has occurred since the rise of the
world-economy until today to understand and explain the mechanisms of
mobility in the results obtained in the analysis. After this, the next section
details the more purely methodological aspects and discussions to make
understandable the previous works that have discussed the inclusion criteria
for the variables, the different foundations of the algorithms, the limitations
when establishing the size sample, the methods to compare the mobility data
obtained, etc. Subsequently, the results obtained with each of the four
methodologies will be presented, their comparison will be made, and the
potential and limitations will be discussed based on the analyzed sample itself.
Finally, in the conclusions, it will be fully established how the main
methodologies present today within the world systems perspective make it
possible to obtain a complete scheme of the transformations in long-term
global power relations, as well as the possible developments, from this, in
future academic works.
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                                                       world-system analysis
variables: capital intensity (indirectly through GDP per capita), the size of
production based on GDP, the volume of trade through the size of exports
and finally, control over global capital through a ratio between the investment
of national capital outside the country and foreign direct investment. For the
dimension of military power, military spending, arms exports and global
military control will be included through a ratio between the volume of arms
exports and imports. Thirdly, regarding global dependence, the degree of
diversification of the type of exports will be considered, the dependence on
foreign capital through the volume of debt with respect to GDP and military
dependence as a ratio between arms imports with respect to GDP. All these
variables, obtained through the World Bank database, will be standardized
through a normal distribution to obtain Z scores that can be grouped to form
the index.
For the third case, the distribution of income in relation to the population
(Arrighi and Drangel 1986; Babones 2005), data on the total populations of
the States and their GDP per capita will also be collected. These, to facilitate
graphical distribution, will be converted into decimal logarithms so that the
set of accumulated populations will be represented as dependent variables
with respect to it. The relative positions of the concavities will group each of
the structural parts of the world-economy. To better interpret the distribution
in the histogram, the function will be transformed using the Kernel Gaussian
method, smoothing the lines. Furthermore, to determine the limits of each
region between the minimum and maximum of the concavities, the method
of Korzeniewicz and Martin (1994) will be applied. Both variables, in this
method, will also be compiled from the World Bank databases.
Lastly, for continuous clustering, the methodology proposed by Mahutga and
Smith (2011) is used. This is based on the premise of the definition of global
commodity chains within the world system (Gereffi and Korzeniewicz 1993;
Bunker and Ciccanetll, 2005; Fernández-Stark and Gereffi 2019), which
understands that the differential spatialization of commercial productive
nodes is fundamental to understanding how exchange is generated. unequal
based on competitive advantages and innovations, leading to the rise or fall
within the structure. Within this hypothesis, five sets of chains are taken as
representative: high-tech and heavy industry, sophisticated extraction goods,
simple extraction, low value/light industry, and animal products and
bioproducts. Based on these data, obtained from the UN COMATRADE
Database, a hierarchical clustering is developed along two extracted factors
                                                                                   99
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                              Multidimensional quantitative methods for improving
                                                             world-system analysis
1972-1997 1997-2022
Table 1. Statistical significance for changes in parts from Student's T test (*: p<0.05; **: p<0.01).
Source: author.
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      Chart 1.1. Trade network after SVD/MINRES analysis for import/export coreness in 1972.
      Source: own elaboration based on IMF data
      Chart 1.2. Trade network after SVD/MINRES analysis for import/export coreness in 2022.
      Source: elaboration
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     Multidimensional quantitative methods for improving
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       101     Chad (1.22; -0.60; -     Nepal (-1.05; -0.70;     Niger (0.11; -0.77; -
               1.51)                    1.36)                    1.43)
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                              Multidimensional quantitative methods for improving
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Table 2. Z scores result for continuum multivariate analysis [State (economic power; military power;
global dependence)]. Source: Author
Chart 2. Income/Accumulated population distribution for 1972, 1997 and 2022. Source: own
elaboration
                                                                                                           105
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Chart 3.1. Continuum Clustering Plot by Commodity Chains for 1972. Source: Own elaboration
      Chart 3.2. Continuum Clustering Plot by Commodity Chains Plot for 2022. Source: Own
      elaboration
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                            Multidimensional quantitative methods for improving
                                                           world-system analysis
Once again, for the specific cases of States, the trade network analysis
methodology appears to be the most sensitive, especially to determine
mobility between the periphery and the semi-periphery, compared to the rest.
The other three, although highlighting different cases, show very similar
results. A problem to highlight in the distribution of accumulated
income/population is the special and oversized mobility that it gives to oil-
exporting countries. This, for example, is an advantage in the value chain
methodology, since it completely excludes all goods linked to fossil fuels,
giving a much more realistic image of the position in the international division
of labor.
1972-1997 1997-2022
 Trade network analysis             Brazil (U, 19) China (U, 13),   Argentina (D, 15)Australia
                                    India (U, 14), Indonesia (U,    (D, 10), Brazil (U, 12), India
                                    25) South Korea (U, 12),        (U, 21), Indonesia (U, 10),
                                    Spain (U, 13), Thailand (U,     DPR Laos (U, 14), Lesotho
                                    24) Vietnam (U , 18),           (D, 20), Libya (D, 12)Nepal
                                    Botswana (U, 11)                (D, 23), Sierra Leone (D, 22),
                                                                    South Africa (U, 13)South
                                                                    Korea (U, 13), Thailand (U,
                                                                    11), Turkey (U, 15)Venezuela
                                                                    ( D, 13),Vietnam (U, 20),
                                                                    Zambia(D, 14)
 Economic      and       coercive   Brazil (U, 15) China (U, 10),   Brazil (U, 13), India (U, 24)
 continuum                          Vietnam (U, 19), India (U,      South Africa (U, 15)
                                    26), Indonesia (U, 24),         Venezuela (D, 12), South
                                    Malawi (U, 20)                  Korea (U, 13)Vietnam (U,
                                                                    20), Zambia (D, 16)
 Profit/population           non    China (U, 12), Indonesia (U,    Brazil (U, 11), China (U, 17),
 discrete distribution              22), Nepal (D, 20), Vietnam     India (U, 21), United Arab
                                    (U, 18), Zambia (D, 21)         Emirates (U, 25), Guinea
                                                                    Bissau (D, 10), Nigeria (U,
                                                                    14), Sierra Leone (D, 12),
                                                                    Thailand (U, 15)
                                                                    Vietnam (U, 14), Qatar (U,
                                                                    22)
                                                                                                     107
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       Continuum      Clustering             China (U, 11), India (U, 15),        Australia (D, 10), Argentina
       Commodity Chains                      Nepal (D, 21) Spain (U, 13),         (U, 12) Brazil (U, 10), China
                                             Singapore (U, 17)                    Hong Kong (U, 15)Norway
                                                                                  (D, 10), Venezuela (D, 10)
      Table 3. Statistically significant mobility between periods in the different methodologies [State (D:
      Downward mobility, U: Upward mobility, No. of positions)]. Source: Author.
      Conclusions
      In addition to evaluating the specific cases of States that have experienced
      mobility in the last long wave cycle, being able to corroborate that, although
      limited in comparison to other previous cycles within the world economy,
      relevant mobility continues to occur, especially within the semi-periphery; We
      have been able to achieve both objectives: apply the main methodologies
      developed through the same sample for a period of 50 years in which
      significant changes could be observed and compare results to evaluate the
      quality and sensitivity of each one. With this, in short, it could be said that the
      method that presents the best prospects today is network analysis based on
      trade data. After it, we find that, despite the simplicity in data collection and
      analysis, the discrete distribution of income/accumulated population presents
      very good sensitivity for determining the composition of the parts. Although,
      in terms of mobility, it may overestimate some cases such as countries that
      export raw materials with variable prices, it finds a very good balance between
      time spent and results. The clustering of commercial chains, although it
      requires greater data processing and analysis, is not far from the quality of
      results of the latter and allows greater precision in the classification by
      establishing 6 groups in the structure (one for the core, two for the semi-
      periphery and three for the periphery). For its part, the continuous analysis,
      although it shows greater detail in variables that, although questioned by
      authors from the world systems tradition, the other analyzes do not include,
      finds a worse balance between the time necessary for its application and the
      less sensitivity shown.
      Based on this, with a view to future methodological perspectives from a
      systemic prism, it would be very interesting to explore the continuation of the
      development of the network methodology applied to new variables, beyond
      trade data, which would make it possible to extend the analysis periods and
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                                                                            109
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112
                         https://doi.org/10.18485/ipsa_41_15.2024.7.ch5
                                                  Abstract
For a long time, Central Asia has been seen as a region divided by conflict, insecurity,
and competition, lacking comprehensive cooperation between its countries.
Writings on the region often focused on the influence of external powers,
institutions, and norms they created. Since the collapse of the Soviet Union and the
independence of the Central Asian republics, discursive framing of the region has
repeatedly relied on the notion of the Great Game/New Great Game, a competition
between major powers for regional influence. This portrayed Central Asian nations
as passive participants in international relations, objects of international relations,
pawns on a geopolitical chessboard. Now, with the intraregional process of power
transition and the internally initiated process of strengthening regional integration
through consultative meetings of the heads of state of the Central Asian republics,
there have also been changes in the theorizing of regional international relations.
Therefore, the aim of this paper is to demonstrate the main emerging ways of re-
theorizing Central Asia in this field. To this end, the article will present the primary
approaches for reconceptualizing the region, with a particular emphasis on several
theoretical frameworks and concepts. These include Buranelli's perspective on
Central Asia as an "international society", Dadabaev's advocacy for the
"decolonization of Central Asian international relations," Fazendeiro's concept of
“power as togetherness”, and Dzhuraev's "3-i's model."
                                                Keywords:
geopolitics, New Great Game, IR theories, Central Asia retheorized, "international
 society", "decolonization of knowledge", "power as togetherness", "3-i's model"
1 Funding: The paper presents findings of a study developed as a part of the research project “Serbia and
challenges in international relations in 2024”, financed by the Ministry of Science, Technological Development
and Innovation of the Republic of Serbia, and conducted by Institute of International Politics and Economics,
Belgrade, during the year 2024.
2 , Institute of International Politics and Economics, Belgrade, Serbia
      Trailović
      Introduction
      There is no single, universally accepted definition of Central Asia (CA). The
      understanding of its boundaries has changed over time, influenced by historical-
      political contexts, regional social circumstances, and the relationships between
      various rulers, political units, and centres of power. This has resulted in different
      names for the region, such as Transaxonia, Turkestan, and Central Asia, each
      reflecting different geographical scopes and highlighting that the concept of Central
      Asia is more a social and political construct than a fixed geographical area.
      Nevertheless, the most common definition in the literature defines Central Asia as
      the territory of the five former Soviet Central Asian republics: Kazakhstan,
      Uzbekistan, Kyrgyzstan, Turkmenistan, and Tajikistan (Artman and Diener 2022,
      135-140)
      Brzezinski (1998) compared Central Asia to the Balkans due to its history of
      instability and potential for conflict. His analogy suggests that “Eurasian Balkans”
      (Kazakhstan, Kyrgyzstan, Tajikistan, Uzbekistan, Turkmenistan, Azerbaijan,
      Armenia, Georgia, and Afghanistan), with its own complex ethnic structure,
      unresolved border disputes, and history of Soviet authoritarian rule, has the
      potential for similar outbreaks of violence. Additionally, the region's strategic
      location and wealth of natural resources makes it an area of competition for
      influence by major powers, further raising the risk of instability (Brzezinski 1998,
      123-150).
      Commonly, Central Asia has been viewed in this manner, as a space divided by
      conflict, insecurity, instability, cleavages, and rivalry, regardless of how its borders
      were understood and spatialized (Karabayeva 2021, 25-26).
      However, although this view of the Central Asian region is in some aspects
      grounded in empirical evidence, in relation to the practice of regional international
      relations, there are completely opposite facts that significantly affect the new
      dynamics of international relations in the region. This refers primarily to intra-
      regional changes, especially concerning the transition of power in the Central Asian
      republics and the initiation of consultative meetings among the heads of state aimed
      at improving regional connectivity and strengthening regional identity. Such
      processes have led to changes within the Central Asian region, particularly in the
      foreign policy behaviour of individual states, thereby impacting wider intra-regional
      relations.
      Importantly, the aforementioned changes at the empirical level in the Central Asian
      region not only confirm existing theoretical explanations of international relations
      in the region, which critique the dominant view of the region as a battleground for
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great power competition, but also demonstrate that newer approaches to theorizing
interstate processes in Central Asia possess significant explanatory potential. The
main critiques in this body of literature highlight the overemphasis of systemic IR
theories on major global players and external influences, neglecting the agency of
Central Asian states, while also critiquing monocausal and structural explanations
that diminish regional agency, overlook local norms and institutions, marginalize
local perspectives, and perpetuate reductionist views that oversimplify foreign policy
dynamics (Buranelli 2019; Dadabaev 2022; Fazendeiro 2020; Dzhuraev 2021).
Recent literature on Central Asia indicates a departure from a purely geopolitical
paradigm and concepts such as rivalry, domination, and spheres of influence (New
Great Game). Instead, Central Asian states are increasingly recognized as active
agents shaping regional integration according to their national interests (Marat,
2021).
Building on the points mentioned above, the goal of this paper is to present several
authors and their works from a larger group who theorize international relations in
Central Asia differently than the dominant perspectives in existing literature. The
intention of this paper is not to dismiss earlier approaches, particularly those relying
on the geopolitical paradigm or the concept of the New Great Game, as lacking
explanatory potential for international relations in Central Asia. Instead, the paper
argues that these approaches are often limited and overlook other important and
influential factors.
In this context, the paper will present theoretical approaches and conceptual
frameworks from selected authors to illustrate new ways of theorizing international
relations in Central Asia in order to understand Central Asia's changing regional
dynamics. One approach uses the English School's concept of "international
society" to explain Central Asia's order and stability through norms, institutions, and
informal rules (Buranelli 2019). Another advocates decolonizing international
relations by integrating regional traditions and challenging Western and Russian-
centric perspectives, promoting local approaches to concepts like sovereignty and
modernity (Dadabaev 2022). A different perspective views power as a collective
capacity shaped by shared norms and collective action, challenging dominance-
focused narratives (Fazendeiro 2020). Finally, an approach employing analytical
eclecticism integrates ideas, interests, and institutions to capture the dynamic nature
of foreign policy decisions (Dzhuraev 2021).
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      Trailović
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      Trailović
      The ES, like neorealists and neoliberalists, maintains that states exist in an anarchic
      environment, without an overarching authority. Buranelli (2019, 251) adds that
      states are still capable of maintaining order, coexistence, and achieving a minimal
      degree of cooperation by abiding by very few norms, rules, and institutions in what
      is known as an ‘international society’. In Central Asia "relations are aimed at
      ensuring coexistence and limited to ad hoc cooperation on given matters (transit of
      goods, water-sharing, border definition, limited trade, diplomatic resolution of
      skirmishes, and intercultural programs), and not at full-fledged integration" (ibid.).
      Challenging the dominant (neo)realist framework, Buranelli's (2019, 253) research
      highlights norms and institutions that establish a degree of order in Central Asia.
      These include references to sovereignty, diplomacy, non-intervention principles,
      and international law, along with informal practices like president-to-president
      dialogues, problem-solving phone calls, and seniority-based relations among elites.
      These elements indicate a web of normative dynamics that sustain the region.
      Buranelli (2019, 256; 243-250) further contends that the institutions of Central Asian
      international society—sovereignty, international law, diplomacy, authoritarianism,
      and great power management—hold different meanings in this region. Sovereignty
      is more rigid and less flexible, diplomacy depends more on strong inter-presidential
      contacts than on multilateralism, and authoritarianism is not only accepted but has
      become an institution in itself.
      Buranelly (2019, 254; 256) argues for a methodological approach to International
      Relations (IR) research in Central Asia that moves away from the traditional
      analytical, or "mind-world dualism," where concepts from the global level are
      imposed on the region without considering its unique characteristics and its unique
      social relations. Instead, he advocates for an interpretivist approach that focuses on
      understanding how institutions and practices are conceptualized and implemented
      by local actors creating a basis for a sociology of IR that reflects socio-behavioural
      differences on a regional level.
      Buranelly (2019, 257) suggests differentiating regions based on the formality or
      informality of their practices and institutions. He proposes Central Asia as a case
      study to explore this approach further and to identify "regional international
      societies" where global norms are either weakly internalized or replaced by local
      customs and informal practices.
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      Trailović
      traditions and approaches are often relegated to the past, with the future portrayed
      as aligned with 'global' and 'universal' values and norms (Dadabaev 2022, 15-16).
      Dadabaev (2022, 152) argues that attempts should be made to counter the tendency
      to accept the 'meanings' of concepts from other regions and apply those 'meanings'
      to the Central Asian regional context. He argues that the Marxist-driven theoretical
      platform, prevalent among Central Asian scholars in the late Soviet and immediate
      post-Soviet context, was a double-colonial construct. It was initially framed around
      European experiences, applied to Russia, and then reintroduced in the Central Asia
      realm, shaping new layers of colonial ideas. The unconditional acceptance of the
      Western version of the state and progress, coupled with the rejection of the Central
      Asian past as immature and transitional, leads to the rejection of the CA 'self' and
      the possibility of alternative visions of progress, sovereignty, cooperation, and
      engagement.
      Both Western and Russian perspectives disregard the region's unique model of
      modernity and progress, which doesn't necessarily align with the modern nation-
      state, ethnicity, and state-building. Central Asian behaviour is often guided by
      notions of neighbourhood, brotherhood, informal community of states, and
      regional norms, rarely acknowledged in mainstream IR theories (Dadabaev 2022).
      Dadabaevs (2022, 5) study emphasizes the need to move beyond state-centric
      notions of sovereignty, power politics, domination, democratization, and
      modernity, or their complete rejection. Instead, it advocates for a 'reconciliation of
      diverse perspectives' aiming 'to achieve mutual learning'. There is a need to use
      Central Asian cases to advance Western theoretical assumptions about state
      behaviour. The major problem is not the reflection of Western and European
      experiences on Central Asian cases, but the claim of their global and universal
      applicability. This book joins the call for a need to pursue global IR with disciplinary
      inquiries that focus on pluralistic universality and respect for diversity and agency
      while negating exceptionalism (Dadabaev 2022, 16).
      According to Dadabaev (2022), Central Asian states should be seen as active agents
      capable of shaping their foreign policies and generating knowledge, on par with
      global powers like Russia, China, the US, and the EU. Related to this problem are
      the concepts proposed as paradigms defining the nature of relations in Central Asia.
      The most enduring one is the narrative of the Great Game. However, there is a
      growing understanding that this image is no longer empirically valid. According to
      Dadabaev (2022, 20), narratives of various schemes in the Central Asia require
      successful interlocutors between rationalism and critical post-positivist approaches.
      While these interlocutors have Western intellectual roots, they need to be equipped
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to account for the social construction of relations, identity, norms, and the changing
nature of the state.
In this process of constructing norms and identities, the notions of 'practicality' and
'functionality' are key for understanding the construction of relations among Central
Asian states (Dadabaev 2022, 20). Dadabaev (2022, 22) emphasizes the importance
of neighbourhood as a psychological and identity-rooted notion defining the Central
Asia 'selves' as parts of a regional identity. Informal structures of neighbourhood,
informal consultations, and the institution of political elders are based on shared
norms of enduring, collective decision making, brotherhood (fraternity). These
norms shape the Central Asian identity and define how Central Asian states
construct their interactions with others. Central Asian states have demonstrated
agency in constructing their regional order, albeit within the constraints imposed by
historical, geopolitical, and economic factors.
The concept of neighbourhood is central „long-term platform for interactions,
which is neither formalized nor operationalized in terms of structure (Dadabaev
2022, 23).“ It extends beyond geographical proximity to encompass shared history,
culture, and social interactions. This notion of neighbourhood has facilitated the
development of informal mechanisms of cooperation, such as regular summits of
heads of state and subnational diplomacy among regional governors (Dadabaev
2022, 25).
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      Trailović
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                                                 Beyond the Geopolitical Chessboard
Central Asian states stem primarily from their distinct nationalist visions
(nationalistic ideology), rather than solely from hegemonic ambitions or patrimonial
politics. While acknowledging the role of patrimonial politics, Megoran asserts that
focusing solely on patronage networks overlooks deeper ideological factors at play
in regional interactions. He emphasizes that beyond economic or security interests,
nationalist ideologies significantly shape the positions of state actors and often
hinder bilateral cooperation between countries in Central Asia.
Fazendeiro also examines the perspectives of other authors. According to his
analysis, John Heathershaw and Edward Schatz (Paradox of Power: The Logics of
State Weakness in Eurasia) argue that states in Central Asia should not be viewed
merely as entities with a monopoly on violence. Instead, they contend that states
also perform roles to satisfy audiences, and these performances can maintain order
and legitimacy even without formal benchmarks of power. Heathershaw further
argues that performances of the state in the international arena are significant and
impact how local and international actors perceive and interact with the state
(Fazendeiro 2020, 7).
According to Fazendeiro (2020, 7-8), Alessandra Russo's work "Regions in
Transition in the Former Soviet Area: Ideas and Institutions in the Making"
introduces a framework that reinterprets Central Asia's international politics by
challenging the notion that former Soviet regional organizations are merely tools of
domination. Russo argues that these organizations and states mutually shape each
other in what she terms co-constitution. This means that regional organizations, like
the Commonwealth of Independent States, not only help states secure political
networks but also contribute to defining the region by fostering a sense of
belonging. As Fazendeiro (2020, 7-8) noted, Russo concludes that while power
struggles are part of the regional dynamic, cooperation at various levels contributes
significantly to Central Asia's cohesion as a region beyond mere domination
dynamics.
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      Trailović
      another that relies on foreign policy analysis (FP) of using domestic sources of
      international relations.
      Dzhuraev (2021, 232;241) continues with his criticism of both sets of literature and
      academic works, pointing out that both lack broader explanatory potential, or that
      their explanatory power is at least limited. According to him, both groups are
      characterized by monocausality and structural explanations of foreign policy and are
      limited by the domestic-external dichotomy.
      The first group, which relies on systemic theories of international relations,
      especially neorealism, views international relations in Central Asia through the lens
      of either the relations between major geopolitical players or the relations of Central
      Asian states with those actors. This approach typically views the agency of the
      Central Asian republics in international relations as limited, seeing them as objects
      of international relations due to their status as "small" and "weak" states. If Central
      Asian states are considered small and weak, their foreign policy agendas are primarily
      focused on international alignment with greater players (Dzhuraev 2021, 233-234).
      When it comes to the second strand of literature, Dzhuraev (2021, 232) argues that
      it originated from dissatisfaction with the theoretical limitations of geopolitics-
      focused arguments but seldom escaped its own restrictive framework of political
      ruling regimes. According to Dzhuraev (2021), the focus on ruling regimes in
      Central Asian political studies is well-founded, given that these states have not
      experienced peaceful transitions of power through elections in the thirty years since
      their independence. However, Dzhuraev (2021, 239-240) argues that an exclusive
      focus on regime interests can limit the understanding of Central Asian foreign
      policies in several ways.
      Firstly, viewing regimes as unitary and rational actors merely replaces one presumed
      unitary actor (the state) with another (the regime), without justifying the assumption
      of their rational and predictable behaviour. This perspective risks simplifying the
      complexity of who actually constitutes the ruling regime at any given time. Secondly,
      while the shift from IR-centric views to domestic ruling regimes aims to incorporate
      domestic politics into the analysis, it often neglects the intricacies of domestic
      political dynamics, assuming that external threats are the primary concern for these
      regimes. Finally, the focus on regime interests tends to promote monocausal
      explanations, limiting the scope of foreign policy analysis to a single variable and
      ignoring the multifaceted nature of foreign policy actions.
      He proposes using analytical eclecticism as an alternative and the 3-i's model to
      provide complex understanding of the factors at play. This approach would
      integrate ideas, interests, and institutions into a comprehensive analytical
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                                                Beyond the Geopolitical Chessboard
Conclusion
The long-standing lack of clear indicators of more serious regional integration in
terms of institutionalization in Central Asia, coupled with its strategic geographical
position, wealth of resources, and proximity to major regional powers, has
contributed to the perception of the Central Asian region as historically unstable,
fragmented, and strongly influenced by external forces competing for dominance.
Central Asia has long been seen as a "pathologically" non-cooperative region
(Karabayeva 2021, 25-26).
The prevailing narrative of Central Asia as a volatile region prone to instability and
conflict, often framed within the "Eurasian Balkans" or "New Great Game"
paradigms (great power rivalry), while rooted in historical realities, has increasingly
become an oversimplification.
The analysis presented here underscores the significance of intra-regional
developments in reshaping Central Asia's trajectory. The transition of power in
several republics, coupled with Uzbekistan's pivot towards regional cooperation, has
fostered a new era of intra-state relations characterized by increased dialogue, trust-
building, and a nascent sense of regional identity. This shift is evident in the
establishment of consultative meetings among the heads of state and the growing
emphasis on regional cooperation initiatives in many areas.
Likewise, other approaches and explanations have begun to appear in the literature,
offering different theoretical and methodological starting points for a more
thorough understanding of interstate (international) relations in this region.
In this paper, we first highlight the basic shortcomings in the so far dominant views
and analyses of regional international relations in Central Asia, based on the works
of several selected authors who critically examine the weaknesses and limitations of
traditional understandings of the region. According to them, the geopolitical
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      Trailović
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                                                Beyond the Geopolitical Chessboard
existence of local regional informal rules and norms that maintain stability. The
foreign policy behaviour of Central Asian states is often guided by notions of
neighbourhood, brotherhood, and regional norms, which are rarely acknowledged
in mainstream IR theories (Dadabaev 2022). Therefore, the authors we analysed
argue that it is necessary to understand and explain international relations in Central
Asia through theoretical and methodological approaches that include analytical
eclecticism, interpretivism, multicausalism, and pluralistic universality while
respecting diversity and negating exceptionalism (region (Buranelli 2019; Dadabaev
2022; Fazendeiro 2020; Dzhuraev 2021).
The concepts that these authors believe have greater explanatory power include
"international society", "power as togetherness", and the "logic of appropriateness",
according to which ideas, norms, interests, and formal and informal institutions are
integrated into a comprehensive analytical framework (Buranelli 2019, Fazendeiro
2020). These authors advocate for an approach that focuses on how institutions and
practices are conceptualized and implemented by local actors in Central Asia. In
Central Asia, institutions hold different meanings, and global norms are often
weakly internalized or replaced by local customs and informal practices. This
perspective values knowledge production rooted in regional traditions and
approaches, and it does not dismiss Western or any other IR explanations. Instead,
it calls for recognizing and incorporating regional perspectives to give Central Asian
actors a voice and agency (Buranelli 2019; Dadabaev 2022; Fazendeiro 2020;
Dzhuraev 2021).
                                                                                          127
      Trailović
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                        https://doi.org/10.18485/ipsa_41_15.2024.7.ch6
                                               Abstract
In the field of geopolitics, it is difficult to aptly study the complex processes on how space
impacts international politics. There are three main reasons for that. Firstly, as in most social
sciences, it is impossible to conduct experiments and empirically test one’s own ideas.
Secondly, being that geopolitics tends to observe the longue durée processes, it takes years,
decades, or even centuries to see whether certain ideas will prove to be a sufficient
explanation. Thirdly, we cannot simply wage a war, to put it to extremes, in order to see
whether we are right or not. We could even add a fourth issue related to teaching – given
previous issues, it becomes difficult for professors to adequately pass on knowledge to
students in courses that last mere few months. However, trends in software development
are allowing us to overcome these issues in the virtual realm, by developing specific software
dedicated to simulating the international arena. Although wargames have always existed
within military planning and education it was never as prominent in academia. In recent
years, many top university and research institutions have begun establishing specific
departments that solely focus on conducting strategic wargames. The goal of this paper is to
show how strategic simulations can be implemented in the field of geopolitics in order to
provide a better foot ground for researching, modeling and even teaching geopolitics.
Although utilization of software simulations will be highlighted, the paper will also deal with
the merits of relying on existing practices of in vivo wargames. To do so, this paper is
organized into three parts. Firstly, we will provide an overview of wargames and simulations
in the broader fields of international relations, security and strategic studies. Secondly, we
will point out the main differences between software and in vivo simulation from the
perspective of their utility for different scenarios. Finally, we will highlight the main benefits
utilization of strategic simulations have for researching, modeling and teaching geopolitics.
                                             Key words:
           Geopolitics, strategy, simulations, strategic simulations, wargames
1 This paper was written as part of the Science Fund of the Republic of Serbia project “Ideas” - NEWSIMR&D,
#7749151
2 Associate professor, University of Belgrade – Faculty of Security Studies, ajzenhamer@fb.bg.ac.rs
3 Assistant professor, University of Belgrade – Faculty of Security Studies, mihajlo.kopanja@fb.bg.ac.rs
4 Full professor, University of Belgrade – Faculty of Security Studies, petar.stanojevic@fb.bg.ac.rs
      Strategic Simulations in Geopolitics
      Introduction
      In the field of geopolitics, it is difficult to aptly study the complex processes on how
      space impacts international politics. This is not just an issue for geopolitical studies.
      In general, social sciences are burdened with major complexities in experimenting
      and empirically testing one’s own ideas. There are two major issues present –
      nowhere as evident as in the case of trying to test different hypotheses on what
      causes war. In such an experiment, researchers would take several states and
      manipulate their behavior in ways that it causes war. The first issue is how would
      we even do that? For the corps of variables that are structural in nature, researchers
      would essentially have to remake the world order. But even if they were to focus on
      second image variables, they would have to not only get acceptance by the
      overwhelming majority of people, but also manipulate the behavior of everybody –
      something that seems virtually impossible. Second, and more pertinent issue is –
      would that even be moral? We believe that every reader of this paper is acquainted
      with many problematic psychological experiments conducted in the 1950s and
      1960s, which caused irreparable damage to volunteering participants. Now just
      imagine the case of experimenting with the causes of war. How many tens or
      hundreds of thousands of people would have to die just so that we can gain some
      knowledge. The amorality and even cruelty behind such endeavors render
      experimenting, especially in international security, virtually impossible.
      But besides these issues, there are additional ones – more specific to geopolitical
      studies. On the one hand, being that geopolitics tends to observe the longue durée
      processes, it takes years, decades, or even centuries to see whether certain ideas will
      prove to be a sufficient explanation. Take Mackinder`s Geographical Pivot of
      History, Ratzel`s Laws of State Growth, or, from the more recent repertoire, Jared
      Diamond`s Gun, Germs and Steel which represent cases of research where long-
      term trends have been detected (Mackinder, 1904; Ratzel, 1969; Diamond, 1997).
      The specificity of geopolitics, when compared to many international relations
      approaches, is that it avoids what John Agnew calls the Territorial Trap, in that it
      recognizes that spatial structure of the world is never the same (Agnew, 1994). Being
      that we are talking in terms of decades and centuries, as well as the fact that each
      epoch is virtually unique, longitudinal experiments become impossible to conduct.
      Finally, there is even the issue of teaching. Given everything previously stated, it
      becomes difficult for professors to adequately pass on knowledge to students in
      courses that last a mere few months. Since students are never given the chance to
      test abstract ideas, only the few with exceptional qualities can see through theory
      into the real world.
      We believe that the previous passages came as no surprise to readers of this paper.
      All of us are aware of these issues in our everyday work. We do our best to overcome
      these obstacles in our quest for knowledge. However, trends in software
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      Strategic Simulations in Geopolitics
      this paper, and use them almost interchangeably, is that they share the same basic
      idea of recreating the complex and violent nature of geopolitical phenomena
      in a controlled and non-destructive environment. This point is pertinent to both
      long established wargaming practice and the strategic simulations in the virtual
      domain and in vivo simulations that we focus mostly on in this paper.
      The practice of wargaming, that has led to strategic simulations, as we know it today
      is a German, or better yet a Prussian product. Even the term wargame came from a
      translation of the German word kriegspiel. In the aftermath of Napoleonic Wars,
      study of warfare rose prominently and gave us some of the most prominent authors
      of war and strategy like Klausewitz and Jomini. It was in the same era that
      wargaming was born. This connection is clearly evident from Jomini`s definition of
      strategy as “the art of making war upon the map [emphasis added], the art of
      embracing the whole of a theatre of war” (Žomini, 1952, 90). By emphasizing
      warmaking upon the map, there is a clear connection with prior preparations where
      generals have essentially been simulating possible courses of action in order to
      achieve the objective of war. Caffrey Jr. provides a concise history of the evolution
      of wargaming by highlighting its beginnings in 19th century Prussia, from 1825 to
      1871, followed by wargaming becoming global between 1872 and 1913, steady
      decline between 1913 and 1945, return during the Cold War, and, interestingly, its
      biggest rise during the Unipolar Moment in the 1990s (Caffrey Jr, 2000).
      To write on the complete evolution of wargames and strategic simulations is a book
      project in its own right. However, it is important to highlight that wargaming and
      strategic simulations are not the same concepts inasmuch as war and conflict are not
      the same. Akin to the field of strategic studies – thinking on strategy in war led to
      thinking on strategy in international politics – wargames are narrower form in terms
      of problematique they focus on. However, for full conceptual clarity, the distinction
      between wargames, models and simulations must be understood. As Mattew Caffrey
      Jr. writes, modeling and simulation are different from what wargaming is since
      “models are simply proportional representations of reality…[while]…simulations
      are proportional representations of reality through time” (Caffrey Jr. 2000, 34).
      According to this author, wargames use both modeling and simulation aspects and
      direct it towards a singular agenda – understanding how best to act in an armed
      conflict under both your constraints and constraints and behavior of your opponent.
      Therefore, while the label might be misleading, strategic simulations are not just
      simulations, but wargames on a bigger scale.
      Understanding the differences between these terms does not change an important
      fact – they are virtually interchangeable terms (McCreight, 2013). International
      Politics without warfare is just as nothing as warfare without international politics.
      One can never have strategic simulation without some form of wargame, just as no
      wargame can exist outside the context of international politics. Circling back several
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paragraphs ago, it remains the fact that both share the idea of recreating the complex
and violent nature of geopolitical phenomena in a controlled and non-destructive
environment. As McCreight stresses “this [wargame or strategic simulation] is done
to replicate reality and force participants to make decisions, extract new information,
verify or clarify ambiguities or discern new insights that would be required in order
to develop different courses of action in the midst of battle” (McCreight, 2013, 22).
Much has been said here on battles, namely because wargames and strategic
simulations began for those purposes. But this is not a paper in military science or
the tactical level. Likewise, wargames and strategic simulations are not solely
applicable to these matters. In fact, we argue that true benefits of strategic
simulations are even more evident in the geopolitical domain. There are several
reasons for that. Firstly, in order for an analysis to be geopolitical you need spatial
factors influencing international politics, that are very complex and plentiful.
Secondly, geopolitics does not solely revolve around the usage of military power.
Contrary to what authors like Guzzini believe, geopolitics study a broader scope of
interactions between states (Guzzini, 2014). This only increases the complexity of
reality that needs to be modeled and simulated, and therefore requires a more careful
and thorough approach in researching, modeling, and teaching. Thirdly, geopolitical
problematique is, as we mentioned, longue durée in nature. This means that in order
to fully grasp the complexity of it, you must find a way to “accelerate time”. At this
point even the traditional wargames fail. Therefore, strategic simulations help us to
envision how such long lasting processes will manifest themselves, allowing us to
better understand and be better prepared. However, as we said, this is something
that even the more traditional wargames and simulations that rely on in vivo
interactions fail – whereas software ones do not.
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      Strategic Simulations in Geopolitics
      able to do so for a significantly longer period of time. This is because while in vivo
      simulations are “slaves” to the natural flow of time, computer software can be
      modified so that time passes much quicker. Although this can also be done in in
      vivo simulations through time jumps, this method still relies on human decision
      making which does not need to account for the actual behavior in the simulated
      reality.
      An additional obstacle that plagues in vivo simulations is the interpersonal relations
      of participants. More often than not, in vivo simulations are conducted within a
      closely knit group of people who know one another. Having such relationships in
      mind, actions within in vivo simulations may be governed even more by the
      previous knowledge or others` perceptions, personality, and character which can
      lead to behavior tailored not to the simulated situation but the adversary on the
      other side. Simply put, it is difficult to factor out interpersonal relationships out of
      the equation, and therefore end up with a strategic simulation that does not
      adequately reflect reality. Even when different participants are held strictly
      separated, you still require middlemen in order to make an in vivo simulation which
      also corrupts the simulation.
      In contrast, software simulations are not plagued with such issues. Software
      simulations of geopolitical phenomena rose in prominence in recent years. To a
      certain degree they do owe their rise to the popularity of grand strategy computer
      games that virtually do the same thing, albeit for different purposes. Among those
      strategic simulations that have gained most attention in the academic community
      are the products of Statecraft Simulation Inc (StatecraftSim). In recent years, there
      has been a plethora of published papers that focus on both the good and the bad
      sides of Statecraft Sim (eg. see: Raymond, 2014; Saiya, 2015; Cox, 2021; Smith and
      Michalsen, 2021). In essence it was developed primarily as a teaching tool for
      students to understand the complex theoretical concepts in IR and geopolitics. This
      is why the application of Statecraft Sim is mostly used in classrooms and is therefore
      plagued with some of the same issues as in vivo simulations – namely that
      interpersonal relationships do factor in. However, this does not necessarily need to
      be the case. Given that it is run completely online, you could hypothetically run a
      strategic simulation without these issues. From the geopolitical perspective, one of
      the most interesting – and we would argue important – aspects of Statecraft Sim is
      that it simulates international politics unfolding in a reality with different geography
      to our planet. This means physical geography of Statecraft Sim`s world is completely
      different. This helps students understand how space impacts state behavior because
      they are not burdened with assumptions and implicit knowledge they gained over
      the years.
      Leaving aside Statecraft Sim (primarily because of its teaching focus), software
      strategic simulations could further improve the whole wargaming and strategic
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                                                      Ajzenhamer, Kopanja, Stanojević
simulations domain because it can hypothetically simulate the behavior of the other
side. Computer software is nothing more than algorithms, akin to how independent-
dependent variables work in our theoretical approaches. Therefore, our theoretical
knowledge not only can, but must be factored into the software in order to make
the simulation viable. While most humans do implicit decision-making by factoring
many variables, computer software does that explicitly. This means two things:
firstly, that we can replicate a vast array of independent variables in order to see how
their joint values impact the dependent variable we desire; and secondly, assuming
we have information both precise and vast enough, we can simulate the behavior of
the other side without the need of other people making decisions behind the scenes.
And what is more important, we can track the process, manipulate the variables,
and produce different outcomes without any moral burdens. This allows for
reaching scientific conclusions without the concern of researchers’ biases.
However, this does not mean that traditional in vivo strategic simulations should be
forgone all together, and they still retain value. It is difficult to aptly simulate many
cognitive aspects of individuals leading their countries. Practical geopolitical
reasoning, and the geopolitical codes that stem from them, concepts like place and
civilizations – basically most concepts from the corps of critical geopolitics, as well
as some types of state interactions like negotiations cannot be so aptly simulated by
software. While recent strides in machine learning and artificial intelligence are
getting us closer to that, we still have a very long way to go in order to do so.
Therefore, both in vivo and software strategic simulations do have their merit and
should be applied according to the research, model or lecture thought.
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      Strategic Simulations in Geopolitics
      While some factors like geographical location or natural resources – that are crucial
      for more classical analyses, are relatively simple, they never exist in a vacuum.
      Furthermore, you cannot change the physical geography of a state (Grygel, Sicker).
      Of course, it is not absolutely static, but nevertheless changes at such a slow pace
      that we can think of it as static. Therefore, manipulating the individual geopolitical
      variables of a state becomes almost impossible. However, in its own right, this is
      not an issue. Because of the complexity and long-lasting processes of geopolitics
      even the most static variables can lead to different dependent values in correlation
      with others and over time. Open western borders of Russia, which are virtually a
      static fact, are either a problem or a blessing, depending on relations between Russia
      and the European countries. If good, open borders ease communication and help.
      If bad, it is a source of insecurity. When you factor in dozens of factors that are key
      for the conduct of geopolitical study, one tends to get overwhelmed. Knowing that
      in theory can help us to develop software strategic simulations that can more
      explicitly and thoroughly account for the interrelationship between these variables.
      That is why strategic simulations can be a very useful tool in researching geopolitics.
      By modifying certain variables of the greater conceptual tool-kit of geopolitics in a
      given case, we can simulate the “new reality” in order to research and predict the
      problematique in question. In a sense, software strategic simulations are akin to
      three different methodological approaches: process tracing, scenario building and
      counterfactual analyses. The way in which software algorithms are coded and how
      they function is eerily similar to how process tracing is conducted. The major
      difference is that software simulations can cover more variables and even more
      relations between them, when compared to human implemented process tracing. It
      can show us how relations between different variables account for the geopolitical
      reality we see. On the other hand, it is also similar to scenario building inasmuch as
      it does create a “reality” in its own right. Although, the similarity to scenario building
      is more evident in modeling. Finally, it is perhaps the most akin to counterfactual
      analysis when talking from the perspective of research. Since counterfactual analyses
      rest upon manipulating as few variables as possible in order to see how differently
      the case would unfold, software simulations can help to deprive this process of
      researcher`s biases. What is more, strategic simulations can show us the world we
      created by implementing those changes and not rely only on narrative explanations.
      Of course, the problem of quantification of geopolitical phenomena does remain
      here, however overcoming them does not lead to further obstacles. In doing so,
      software strategic simulations can point us to the merits of individual geopolitical
      factors, the importance of their mutual interactions as well as overcoming researcher
      biases.
      This directly correlates to the secondary point of modeling. While we have said that
      models are a proportional representation of reality, the usage here is more related
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                                                     Ajzenhamer, Kopanja, Stanojević
to the “holy grail” of any scientific field – prediction. Just as strategic simulations
can be used as a tool for researching through conducting complex analyses of how
different factors of the conceptual tool-kit of geopolitics interact and produce
international political outcomes, they can also be used as tools for predicting certain
outcomes. However, this point is even more so contingent on having full and right
information about the values different factors have, to do so. In order to predict
with any degree of certainty, you need to have correct values of geopolitical factors.
Contrary to utilizing strategic simulations for research purposes, you do not know
the end result – that is the international political outcome. In all honesty, we as
authors are somewhat skeptical on the ability of strategic simulations to ever
produce statistically significant predictions. There is too much hidden variables in
geopolitical research to ever produce correct predictions. This is why we insisted on
referring to it as modeling rather than predicting. If we conceptually stretch out a
bit the concept of a model, it is possible to consider the usage of strategic
simulations as a tool for modeling rough estimates of potential outcomes courses
of action will create. While it might not be as appealing as providing accurate
predictions, it can still help strategists and decision-makers in their pursuit of
optimal courses of action.
Finally, all those who teach geopolitics or IR can agree that making students truly
understand the complex concepts in these fields is a daunting task. As it turns out,
utilizing strategic simulations in the classroom arguably has the biggest and most
immediate benefit in the field of geopolitics. We say immediate because even with
existing strategic simulations this is possible. Programs like Statecraft Sim are used
precisely for those purposes. On the other hand, we say the biggest impact because
it allows for a better grasp of complex geopolitical concepts and ideas. It is one thing
when we teach abstract theoretical concepts, another when we showcase them on
case studies. But nothing can compare to putting students in the “driver`s seat” of
a country and show them what they did right and what they did wrong. Like in any
activity, trial and error tends to be the best teacher, and in the field of geopolitical
studies this is the only viable option for such a thing. However, teaching need not
be reduced to universities and student classrooms alone. A similar approach can be
used in training professionals in the military and statecraft domain. Somewhat
comparable to students, military and statecraft professionals do not have the luxury
of a trial-and-error approach to learning as their mistakes cost money, lives and lost
years and decades not just for them, but for millions of their fellow citizens.
Implementing strategic simulations as a part of not only university curriculum but
also continued education of military and statecraft professionals can lead to better
governance and a more secure world.
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      Strategic Simulations in Geopolitics
      Conclusion
      Theorizing is great. It helps us give sense and order to the chaotic geopolitical reality
      that we live in. However, it can only take us so much. Reality is overly complex for
      singular humas to envision all possibilities and scenarios. Utilizing computer
      software strategic simulations can help us overcome this. Of course, no simulation
      can exist without theory, as it provides the direction. However, leaving things “as
      they always were” – an academic conservatism if you will, can rob us of endless
      possibilities that exist in the information age. Strategic simulations, namely those
      that are made using computer software can help us in our research – by allowing us
      to better comprehend the intricate interrelationship between different geopolitical
      variables, their manipulation and how different outcomes came to be; modeling –
      by allowing us to envision the potential outcome certain courses of action can lead
      to, how they faire, and what is more effective; and teaching – by allowing us to pass
      on knowledge better, include something akin to a trial-and-error approach, and give
      actual training.
      Although mostly confined to military circles, traditional wargaming has been
      developed and implemented in parallel to theoretical advancements in more
      mainstream academia. However, advances in technology have the potential to help
      us further expand the way we approach researching, modeling and teaching
      geopolitics. And this is not something we should either pass because of academic
      conservatism or wait until other disciplines already implement it and just jump the
      bandwagon. Still, no matter how these things make it seem like traditional research
      will become obsolete, logical and theoretical reasoning will still remain – if nothing
      else then do inform, expand, and elaborate strategic simulations to come.
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                                                       Ajzenhamer, Kopanja, Stanojević
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142
                 https://doi.org/10.18485/ipsa_41_15.2024.7.ch7
                                   Abstract
Believing that two decades of experience in Vietnam would ensure victory,
American generals requested that Secretary of Defense Robert S.
McNamara would authorize additional troops for the campaign. However,
McNamara countered that, far from accumulating twenty years of
experience, the US had repeated one year's worth of mistakes over a period
of twenty years. Likewise, those who look with equal parts of optimism and
frustration at nearly fifty years of failed peace initiatives between Israel and
the Palestinians ignore the fact that each "new" plan has been nothing more
than a repetition of past unsuccessful efforts.
The prospect of renewed Israeli-Palestinian negotiations on a two-state
solution might seem highly distant. Yet the trauma of October 7, 2023, and
the pain engendered by the ongoing crisis may create the kind of willingness
on both sides lacking in the past decades. Good faith negotiations would
require new leadership in Jerusalem and Ramallah, which enjoy broad
public support. That might be possible in Israel even with the current
parliamentary makeup (provided Prime Minister Netanyahu steps down
and a new coalition is formed). In Palestine, where elections for the
Palestinian Authority have not taken place since 2006 and are unlikely to
take place anytime soon, the legitimacy would need to be achieved through
internal organizational reforms as well as through major economic
reconstruction and assistance by way of a Marshall-like Plan, namely,
external support. Meanwhile, the demilitarization of the Gaza Strip and the
consolidation of a Palestinian polity would suggest the removal of one of
the main obstacles to such negotiations since Hamas took over Gaza in
2007. An external model, such as the Scandinavian Model, may be of
assistance.
1
    Open University of Israel
      Geronik
                                              ****
      For a suggested solution to the Palestinian situation to be viable, it must
      meet the security needs of Israel, Jordan, and the Palestinians concurrently.
      To achieve this, we must alter our point of view and widen our perspective
      so that the entire Middle East will be included.
      The "Nordic Balance" model is a way of thinking that contributed to the
      security of Northern Europe throughout the Cold War and can be
      reproduced in the M.E. In the North European framework, the USSR was
      on one side, NATO-member Scandinavian countries were on the other,
      and neutral Finland and Sweden were in the middle, serving as buffer states.
      Thus, they became a regional power that served as a stabilizing factor in the
      subsystem.
      For reasons made evident in this paper, in the Middle East, Israel can
      technically assume the role that the USSR held in Northern Europe on the
      one hand, while Iraq and Iran can play the part of Denmark and Norway
      on the other. Jordan and Palestine can serve as buffer states, assuming the
      role similar to that of Sweden and Finland, thus becoming the hearth of the
      model.
      Sweden and Finland constituted a kind of international strategic vacuum in
      the grey zone between the two blocks. This state of affairs turned these two
      states into mutually dependent "Siamese twins," where any change in the
      political status of one would immediately result in a change in the
      geopolitical situation of the other. The interdependence arising from such
      a situation, the fact that each country safeguards the neutrality of the other,
      warrants stability.
                                       Keywords:
      International Relations, Regional Stability, Balance of Power, Middle East,
                                   War, Scandinavia
144
                                       Reinventing the "Two State" Solution
Background
The past decades have seen the greatest geopolitical change in the Middle
East in an entire century. Iraq, Yemen, and Syria are no longer territorially
coherent functioning states, with the civil war in the latter being a stain on
humanity. Egypt underwent a revolution, democracy, theocracy, and a
coup. At the same time, the West's nearly 40-year-long cold war with Iran
has begun to thaw somewhat, just as the whole region is engulfed in a
quadrupole proxy war of Sunni, Shi'ite Saudi, and Iranian actors.
Yet the Israeli-Palestinian conflict—the hinge on which the rest of the
region used to swing—has been strangely sluggish until recently. Israeli
Prime Minister Benjamin Netanyahu leads a coalition with no genuine
interest in pursuing a two-state solution. At the same time, President
Mahmoud Abbas of the Palestinian Authority oversees a fractured and
corrupt construction with no natural or practical ability to deliver a deal.
Just as history is being written and rewritten all around them, Israelis and
Palestinians remained submerged in a decades-long status quo of creeping
settlement growth and sporadic violence.
Nevertheless, it is essential to understand that of all the strategic and other
problems facing Israel and the Arab and Muslim world, the most critical is
the Palestinian problem. While it is unclear whether a lasting solution can
be found, the absence of one will make attempts to solve other strategic
issues more complex for the parties involved.
Israel's constant goals of preventing future violence, maintaining her special
relationship with the United States even post the Biden era, and – according
to the Arab initiative of 2002 –even concluding peace agreements with the
entire Muslim world all depend on finding a viable solution to the
Palestinian problem. From the regional point of view, if a solution is not
found, sooner or later, the Arabs might unite to fight Israel again; the peace
process will thus be destroyed, but the Palestinian problem will live on. All
parties involved in the peace process must, therefore, accord top priority to
finding a lasting solution to the Palestinian problem; otherwise, having paid
dearly in blood, they may find themselves in the same continuous situation.
Looking, we notice that all the possibilities and options advanced in recent
years for a solution to the Palestinian problem have been deficient; no
available formula is acceptable to all sides and, hence, could be
implemented. For a suggested solution to the Palestinian problem to be
viable, it must meet the objective as well as the subjective individual security
                                                                                   145
      Geronik
146
                                      Reinventing the "Two State" Solution
peacefully (Koehane & Nye, 1977; Miller, 2010; Neumann & Gstohl, 2006;
Nye, 2002; Rosenrance, 1986; Russel,2020).
A New Perspective
The "Nordic Balance model" could be an apposite model for
implementation in the Middle east. It contributed to the security of
Northern Europe throughout the Cold War, and it can be reproduced in
the Middle East. In this framework the Soviet Union was on one side, the
NATO-member Scandinavian countries were on the other and neutral
Finland and Sweden were in the middle, serving as buffer states, thus
becoming regional powers, who serve as a stabilizing factor in the sub-
system. In the Middle East, for reasons that will be made clear in the course
of this paper, Israel can assume the role of the Soviet Union on the one
pole, Iraq and Iran can play the part of Denmark and Norway on the other,
and Jordan and Palestine can serve as buffer states, assuming a role similar
to that of Finland and Sweden. They will become the model's core as
neutral states between the belligerent countries.
Finland and Sweden together constituted a kind of international strategic
vacuum in the grey zone between the two blocs, and, as in nature, so too in
international politics; a vacuum is a condition that tends to be filled. This
state of affairs turned Finland and Sweden into mutually dependent political
"Siamese twins," where any change in the geopolitical status of one would
immediately result in a change in the geopolitical situation of the other.
Possible scenarios could have been, for example, a Soviet invasion of
Finland resulting from Sweden's increasing ties with NATO or Sweden
joining NATO in reaction to Finland coming closer to the Eastern bloc, or
one of the two becoming an isolated buffer state, an impossible situation
on the long run. The mutual dependence arising from such a situation,
the fact that each country safeguards the neutrality of the other, ensures
stability.
In the Middle East, as in Scandinavia, one can find a geostrategic reality that
prefers a situation in which two neighboring states are linked as neutral
states between two blocs. In both cases, one can identify the factor that
makes this bonding possible: the shared historical experience and the
virtually identical worldview and cultural-social structure of both countries.
Each condition is necessary; both together are sufficient in this case.
                                                                                  147
      Geronik
      Israel, with its military and technological might, is, in fact, the regional
      power in the Middle East. On the other hand, the Fertile Crescent
      constitutes the opposing pole to Israel's power within the subsystem. This
      system includes, first and foremost, Iraq, as we knew her before 2003, and
      Iran. Between these two Middle Eastern blocs, we find Jordan fulfilling,
      almost traditionally, her national function of a buffer state. Since the
      establishment of the Emirate of Transjordan, Jordan has, in its various
      metamorphoses, served as a buffer state. At one time, she stood between
      the Saudi Wahabis and the French in Syria; today, she separates between
      Israel and the Arab world and between the radical north and the more
      conservative south. In her role as a buffer state, Jordan helps to preserve
      stability in the region, as was seen in the Gulf War (1990-91), when she
      stood between Iraq and Israel. This takes place utilizing a complex game of
      deterring each side through tactical reconciliation with the other side. In
      return, Jordan received support from countries concerned with maintaining
      regional stability, such as the United States and Europe. This consideration
      results in the Israeli government's traditional support of Jordan's continuing
      existence as a buffer state.
      Israel is suited to play a role similar to that of the Soviet Union in the Middle
      East for several reasons: First, as in the case of the Soviet Union at one
      time, Israel (for the time being) is the only country in the region considered
      (though not confirmed) to be a nuclear power. Second, in both cases, we
      see the need for, and even the willingness of other subsystem members, to
      recognize the special security interests of both countries. This has been
      reflective of the attitude of the Arab states toward Israel since the mid-
      seventies. The Arab initiative of 2002 is yet another example of that. One
      may add a cultural parallel to this strategic-political consideration: both the
      Soviet Union in northern Europe and Israel in the Middle East are culturally
      foreign to the subsystem of which they are a significant part.
      Today, Iraq and especially Iran, can suitably fulfill the role of Denmark and
      Norway in the proposed equation since, as in Scandinavia, we are referring
      in the Middle East as a pair of nations which, though powerful, are not yet
      nuclear powers in the accepted sense of the term. In the Nordic case, the
      power stemmed from membership in a pact and, in the Middle East, from
      a strong army equipped with non-conventional weapons (and in the case of
      Iran – with nuclear aspirations). In both cases, these are pairs of nations
      with similar socio-economic, political, and religious outlooks, their different
      emphases notwithstanding.
148
                                       Reinventing the "Two State" Solution
                                                                                   149
      Geronik
      respectively. The same distinction would apply to Jordan and Palestine, also
      respectively.
      Contrary to Scandinavia, where neutrality can be defined as "traditional
      neutrality," an attribute of which is the freedom of choice, the more
      appropriate term for the neutrality applicable to the Middle East would be
      neutralization, in the context of which neutrality would be imposed on the
      state engaging international agreements. The outstanding characteristic of
      such a nation is that it is not neutral out of choice and, accordingly, cannot
      change its status according to its wishes. Though filled with suspicions, this
      would somehow contribute to stability in the Middle East.
      It should be noted that the question of Israel's (or Jordan's) preferences
      regarding the future of the Palestinian Authority as a sovereign state or as
      something less within the context of a federation or confederation with
      Jordan is irrelevant. An examination of recent processes in the international
      context, especially in Europe in the post-cold war era, shows that the
      question of "nationalism" or "supra-nationalism" is a function of political
      development. In the modern era, the future seems to lie in the system of
      blocs, provided that these are freely entered (otherwise, we're talking about
      colonialism). To achieve political unity of either kind, as in Western Europe,
      for example, or as the Palestinian-Jordanian confederation proposes, a
      relatively homogeneous group of sovereign states with many years of
      sovereignty is required. Assets, including sovereignty, cannot be
      relinquished unless they exist. Thus, the movement toward Palestinian
      independence does not contradict the unifying tendencies within the Arab
      world; instead, it constitutes a continuity: initially, Palestinian sovereignty in
      the framework of an independent state and later, relinquishing some of the
      rights of statehood to be integrated into a confederation with Jordan. The
      cases of the former Soviet Union and Yugoslavia show what can be
      expected when an attempt is made to curtail these developmental processes
      by skipping the initial stage of sovereignty. Introducing such a Trojan horse
      into our backyard would be unwise, primarily due to the unstable factor
      that the "Arab Spring" had contributed to the region, as mentioned. In
      other words – any idea for solving the Israeli-Palestinian conflict that
      is not based on the "Two States" solution is not realistic.
      Speculation about a neutral Palestinian state is not new. Still, it seems that
      contrary to conventional thinking, which denies this possibility, because
      Palestine will be a purely Arab nation (neutrality does not necessarily mean
      ideological neutrality), in this case, the problem lies in the fact that it would
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                                       Reinventing the "Two State" Solution
Advantages
This proposal seems to be advantageous to all parties involved: Israel will
gain peace safeguard its security interests in the east and enhance its regional
and international recognition. Palestine will gain independence anchored in
international agreements. Jordan will achieve international standing and a
national role similar to Sweden during the Cold War; she will become an
edge country instead of just a buffer state while protecting her interests in
the face of Palestinian irredentism. The entire region will gain stability, even
                                                                                   151
      Geronik
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                                      Reinventing the "Two State" Solution
 We are now facing a situation where Israel – for the first time in its history
– is fighting a full-scale war against Islamic fundamentalism. Should the
"Swords of Iron" war in Gaza, which falls into that category, end by
repulsing Hamas out of the Gaza Strip, leaving it demilitarized and
repulsing the Hezbollah north of the Litany River in Lebanon (in
accordance with the 2006 UNSC resolution 1701), it might bring an
unprecedented opportunity: The vacuum that will be created in the
place where Islamic fundamentalist organizations once stood, the
detachment of these organizations from the immediate vicinity of
Israel's borders might make place to a successful effort to bring the
Israeli-Palestinian conflict to a more stable solution. That means a
solution to the first war through effective management of the second war.
There is no easy fast-forward track, but the urgency for regional and global
diplomacy cannot be overstated. Failure to create an off-ramp from this
war would mean not simply more of the same but a precipitous fall into the
abyss.
Finally, this framework is missing in the successive implementation of the
well-known Clinton parameters, the "Road Map" or the "Obama plan" for
the broader Middle East. In other words, integrating these principles into
the various peace proposals for the Middle East will ease the way for
decision-makers on both sides to adopt and implement these ideas, both
externally and internally. An implementation that, as mentioned, will sooner
or later become imperative.
                                                                                  153
      Geronik
                                        References:
      Feldman, D. (2023). From Soft Power to Hard Power: Finland's Security
      Strategy vis-à-vis Russia ( 1992 – 2022). Strategic Assessment, INSS
      Goldstein, J.S., Prevehouse (2013). International Relations. Pearson. Essex
      Karsh, E. (1988), Neutrality and Small States, London, Routledge
      Keohane, R. & J.S. Nye, (1977). Power and Interdependence: World Power in
      Transition, Little Brown & co.
      Miller, B. (2010), Democracy Promotion: Offensive Liberalism versus the
      rest (of IR Theory). Journal of International Studies, 38(3), pp. 561 – 591
      Neumann, I.B. & S. Gstohl (2006), Lilliputians in Gulliver's world? In
      Ingebritsen, C. I. Neumann,. S. Stohl,. & J. Beyer (eds.), Small States in
      International Relations, University of Washington
      Nye, J.S. jr. (2002). The paradox of American Power: Why the world's only
      superpower can't go it alone. Oxford University Press
      Rosencrance, R. (1986). The rise of the trading state: Commerce and conquest in the
      modern world. Basic Books
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154
                    https://doi.org/10.18485/ipsa_41_15.2024.7.ch8
                                       Abstract
This paper explores the impact of geopolitical conflict on identity construction by
analyzing the evolution of discourse surrounding Ukrainian identity in the wake of
the 2022 Russian invasion and situating it within broader discussions surrounding
refugees. Critical discourse analysis of Ukrainian and Russian media reveals how
conflicting identities are framed, reflecting divergent national, political, and
sociological worldviews (Ushchyna, 2022). Drawing on identity theory, this paper
analyzes the construction and reconstruction of who qualifies as 'European'. It will
explain the conceptualization as a response to geopolitical conflict and its resulting
impact on the behavior of political actors. It will show how imperative it is to have
a nuanced understanding of race, ethnicity, culture, and identity to provide essential
context for a holistic understanding of the shifting nature of responses to
geopolitical events.
Furthermore, this paper discusses the value of incorporating a bottom-up and 'from
within' approach across various dimensions of geopolitics. Specifically, it highlights
the significance of incorporating an ethnographic understanding of identity and
advocating for a more reflexive approach that acknowledges diverse perspectives
and knowledge systems. Additionally, it examines the potential for reshaping
methodological approaches to capture the complexities of contemporary
geopolitical landscapes better, emphasizing the need for interdisciplinary
collaboration and innovative research methodologies.
                                      Keywords
     Geopolitics; Ethnography; Identity; Discourse; Media; Ukraine; Refugees
1
 Lecturer in Political Science, Australian National University
ORCID https://orcid.org/0000-0002-9631-6303
      Welty
      Introduction
      Identity serves as a catalyst and a consequence of conflict, which is evident in the
      relationship between geopolitical conflict and identity construction in the Russia-
      Ukraine war. This paper demonstrates the impact of identity construction on
      geopolitics by focusing on the evolution of discourse surrounding Ukrainian identity
      following the Russian invasion in 2022. This analysis is situated within broader
      discussions on refugees, drawing on identity theories to examine how definitions of
      'European' are reconstructed in response to geopolitical turmoil. A nuanced
      understanding of race, ethnicity, culture, and identity is necessary for
      comprehending the shifting nature of geopolitical responses.
      The paper advocates for a bottom-up approach in political geography and
      geopolitics, highlighting the significance of incorporating local narratives and
      diverse perspectives to gain a holistic understanding of geopolitical phenomena.
      This perspective challenges traditional top-down analyses, emphasizing the value of
      ethnography in capturing the complexities of contemporary geopolitical landscapes.
      Ethnography's strength lies in its ability to provide in-depth insights into the
      everyday experiences and cultural contexts that shape geopolitical events, moving
      beyond elite discourses to include multiple voices and perspectives.
      Two case studies are analyzed: the Russo-Ukrainian war narratives and the discourse
      surrounding Ukrainian refugees. The first case study examines how media discourse
      constructs and perpetuates conflicting national identities, reflecting deeper
      ideological divides. The second case study analyzes the differing responses to
      Ukrainian refugees, exploring how narratives of compassion and othering shape
      refugee policies. Media statements reveal how conflicting identities are framed,
      reflecting divergent national and political worldviews.
      Conceptual Overview
      Identity is a construct shaped by mental and material practices that create a
      distinction between the 'self' and the 'other.' The construction of the 'other' is a core
      component of identity creation. Carl Schmitt (1932) posits that all politics is based
      on the friend-enemy distinction; it is inherently public and involves groups finding
      themselves in situations of mutual enmity. Any distinction can serve as a marker of
      collective identity and does not inherently hold any intrinsic significance; simply, the
      distinction is important because a group relies on it to define its own collective
      identity and believes it is worth defending. Humanity is hidden, and this
      concealment "requires both individual personality and particular cultures to close
      onto themselves and requires all individuals and groups to differentiate others as
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                                                    Embracing Political Ethnography
others" (Plessner et al. 2018; Delitz and Seyfert 2018, vii). This mirrors hegemony
theory, which states that the definition of culture also always includes differentiation
from a constitutive outside (Laclau and Mouffe 1985; Delitz and Seyfert 2018).
Research and theorizing on social identity are complemented by psychology's
historical emphasis on personal identity (Erikson 1968). This can be seen in the
interplay between conceptions of self and group identity. Identity is not neutral; it
is embedded within power dynamics, working as a classification system for
individuals and groups while imposing societal norms and perceived truths
(Burlachuck, 2023).
Awareness of the 'constitutive outside' can be explained by social identity, which
refers to an individual's sense of belonging to a particular social group and
significantly influences their behaviors, cognitions, and emotions. Rooted in Social
Identity Theory, it emphasizes the collective self over the individual self, where
identification with a group involves cognitive awareness, value connotation, and
emotional attachment to the group (Guan and So, 2022). It relies on self-
categorisation of group memberships (the "we"), while personal identity refers to
the unique ways that people define themselves as individuals (the "I"). Tajfel and
Turner (1986) argue that the perceived differences between groups with which one
self-identifies can lead to increased occurrences of otherization. The fear of an
outside 'other' mobilizes individuals, communities, countries, and global regions into
social and political action.
Situational identity refers to how individuals express different identities in different
contexts or situations. It is the idea that one's sense of self and identity can vary
depending on a particular situation's social, cultural, and environmental factors. This
can include identifying situations based on images and negotiating identity in
different cultural settings, especially when incorporating online spaces (Qin and
Lowe 2021). The notion of situational identity highlights the dynamic nature of
identity and how it can be influenced and shaped by various situational factors.
Social and situational identities are interrelated as the interplay between individual
self-conception and the surrounding social environment shapes both. They are
mutually reinforcing, each shaping and being shaped by the other in a dynamic,
context-dependent process.
Identities are not static structures; they are discursive constructions constantly in
flux that only gain stability and meaning within specific contexts and situations
(Benwell and Stokoe 2006; Törrönen 2013). Narratives fuel the fluidity of identities.
They become "subjective meaning-making tools for shaping people's thoughts and
beliefs, which provide a framework for explaining and justifying social and political
events, thereby constructing the boundaries between 'we' and 'others'" (Demirel,
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                                                    Embracing Political Ethnography
that evoke feelings of compassion and shared plight or the unlikelihood of shared
suffering and experience, directly impact the attitudes and policies concerning
refugees.
When explaining why there are differing responses to refugees, we can call on
Nussbaum's position of compassion to analyze how narratives are constructed. If
observing suffering leads to compassion, which motivates action to spur an
individual, or in this case, any political actor, one must frame the plight of the
refugee in a way that facilitates the emotion of compassion. If inaction is the desired
outcome, then issue framing should impede compassion. Highlighting the suffering
of a refugee group should be done in a way that emphasizes the severity of their
experience, shows the suffering was not due to the observers' direct action, and
emphasizes how the observer may meet a similar fate to motivate the observer into
action (Nussbaum, 1992; Schriefer, 2011). Alternatively, if inaction is the goal, then
the severity of suffering should be trivialized or normalized, the culpability of the
observer should be emphasized, and the observer should be framed as different
from the refugee to underscore the unlikelihood of the observer experiencing similar
suffering. Inaction typically occurs through the construction of normative discourse,
which otherizes the experience and identity of the refugee and leads to a lack of
compassion and action.
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      imperial narrative, which emphasizes state power and control, clashes with Ukraine's
      pursuit of sovereignty and alignment with European values, creating an intractable
      identity conflict.
       The conflict is deeply rooted in the contrasting national identities constructed
      through various discourses and media representations. Critical discourse analysis of
      the Ukrainian and Russian press reveals how conflicting identities are framed,
      reflecting divergent national, political, and sociological worldviews (Ushchyna,
      2022). In 2012, Putin stated Russia is a "type of state civilization where there are no
      ethnicities, but where 'belonging' is determined by a common culture and shared
      values," which is reliant upon "preserving the dominance of Russian culture" against
      "hostile forces." Former Putin aide Vladislav Surkov denied the existence of Ukraine
      but admitted to "Ukrainianism," which he claimed was a "specific mental disorder…
      There is borscht, Bandera, bandura. But there is no nation" (Chesnakov 2020).
      Russian economist and political pundit Mikhail Khazin supports a "complete ban
      on Ukrainian fonts, Ukrainian texts, programs on [the] Ukrainian language, on
      teaching Ukrainian – i.e., completely" (Melamed 2016). This discourse demonstrated
      the Russian framing and re-conceptualizing of Ukrainian identity to fit their political
      goals.
      The conflict is also framed as a struggle between the Ukrainian world, aligned with
      European values, and the Russian world, driven by imperial ambitions (Laplan et al.
      2022). In 2022 Telegram posts, Ramzan Kadyrov said, "Sooner or later everything
      returns to its native freedom. So it was with the Crimea. Donetsk and Luhansk did
      not take root either. I think this is not the limit" (Apt, 2024). In a Youtube video,
      Mikhail Khazin stated, "New Russia should be joined to the Russian regions, with
      full denazification, deukrainization" (Melamed 2016). Khazon refers to Kharkov,
      Odesa, Zaporozhe, and Dnepropetrovsk. Redefining Ukrainian identity to
      delegitimize their sovereign land claims, justifies the Russian invasion in the name
      of their ‘nation’, and unification of territory based on conceptions of their own
      identity.
      The war has also reinforced Ukraine's European identity, diminishing alternative
      identities like Eurasian and Slavic supranationalism, thus aligning more closely with
      European values and distancing from Russian influence (Minesashvili, 2022). This
      has caused pushback from Russian officials. On May 1, 2023, Dmitry Mendev
      posted on Telegram, "Our main task is … to inflict a devastating defeat on all
      enemies – the Ukronazis, the United States, their minions in NATO, including vile
      Poland, and other Western nits. We must finally return our lands" (Apt, 2024). On
      June 16, 202,3, he said, "We do not need Ukraine in NATO. In any case, as long as
      at least a stump of this state is preserved in its current form. Consequently, for Nazi
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                                                   Embracing Political Ethnography
Ukraine, the conflict will be permanent. And the new political regime in Kyiv (if it
exists at all) will definitely not be asked for in NATO" (Apt, 2024). This
demonstrates the position of Russia on their perceived interference of the West.
The integration of ethnography and a 'from within' analysis would lead to a more
holistic and nuanced understanding of how these conceptions of identity came into
being. By examining the Russian 'self' and Ukrainian 'self' and how each perceives
the constitutive outside, scholars can understand how they position themselves
within the world. Including an ethnographic narrative would show how dominant
and alternative political discourses inform identities and how that affects policy and
geopolitical conflict more broadly. It would also provide insight into defensive
nationalist policies by explaining more intricately how each side constructs the
'national people', and how and why the global enemy is defined (Rabinowitz, 2023).
                                                                                          165
      Welty
      personal, group, and geographic sense of belonging. Journalist Phillipe Corbé stated:
      "We're not talking here about Syrians fleeing the bombing of the Syrian regime
      backed by Putin. We're talking about Europeans leaving in cars that look like ours
      to save their lives" (Bayoumi, 2022) When the BBC (2022) hosted Ukraine's deputy
      chief prosecutor, David Sakvarelidze, he stated "It's very emotional for me because
      I see European people with blonde hair and blue eyes being killed every day with
      Putin's missiles and his helicopters and his rockets", the implication, being that if
      they were non-Europeans with different phenotypical presentations then somehow
      these attacks would or should garner less of an emotional reaction. It also presents
      Europeans as only being blonde-haired and blue-eyed. While the statement was
      likely made in an attempt to highlight the plight of Ukrainians and humanize them
      to Western Europeans and the wider world, it plays into Eurocentrism. Also, it does
      not acknowledge other people fleeing Ukraine who do not fit this description. It is
      well documented that non-white Ukrainian refugees have faced significantly more
      barriers while fleeing and increased racism (Ferris-Rotman 2022; Ray 2022).
      Similarly, Al Jazeera (2022) English presenter Peter Dobbie described Ukrainians
      fleeing the war as "prosperous, middle-class people so obviously refugees trying to
      get away from areas in the Middle East that are still in a big state of war; these are
      not people trying to get away from areas in North Africa, they look like any
      European family that you would live next door to." An ITV journalist in Poland,
      Lucy Watson, said: "Now the unthinkable has happened to them. And this is not a
      developing, third-world nation. This is Europe!" (White, 2022). In The Telegraph,
      Daniel Hannan (2022) wrote, "They seem so like us. That is what makes it so
      shocking. Ukraine is a European country. Its people watch Netflix and have
      Instagram accounts, vote in free elections and read uncensored newspapers. War is
      no longer something visited upon impoverished and remote populations. It can
      happen to anyone". This reflects Nussbaum's model, highlighting how the observer
      may meet a similar fate. However, despite this narrative creation of the similarity in
      European Ness of Ukrainian refugees, you still see policy enacted that is based on
      otherizing language.
      These media statements highlight how identity is a construct shaped by mental and
      material practices, creating a clear distinction between the idea of the 'self' and
      'other.' Including Ukrainians in the 'self' automatically imposes societal norms and
      perceived truths upon them. Echoing Carl Scmitt's (1932) friend-enemy distinction
      and Laclau and Mouffe's (1985) hegemony theory, Ukrainians have been brought
      into the 'in-group.' The conceptualization of the 'constitutive outside' Is no longer
      divisions within the European Community such as Eastern versus Western Europe,
      Northern versus Southern Europe, or Slavs versus non-Slavs, but instead a new
      conception of Ukraine as European 'enough' to be included within the identity and
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                                                   Embracing Political Ethnography
community. This is then juxtaposed against the external 'other,' Russia. These
narratives also highlight the value connotation and emotional attachment to the
collective self, which now has been rewritten to include Ukraine by individuals
through humanizing narratives. Situational identity explains how this new
conception of community, self, and the other has altered due to the social and
cultural impacts of the war. It demonstrates how ideas are not static structures as
previously when discussing who or what is 'European' Ukraine, and often other
Eastern European countries, are either excluded from the narrative or not the
primary focus of defining the identity.
This clearly defined 'us' versus 'them' dichotomy with clear in and out-groups
provides a foundation for defensive nationalist policies built on othering narratives.
Ukrainian refugees have been included in European conceptions of self enough to
allow for wide sweeping acceptance of refugees, with more lenient domestic policies
than shown to refugees from areas such as Syria or Afghanistan. However, the
narrative still others Ukrainians and makes subtle distinctions of difference, which
allows for discriminatory refugee policy to be implemented to protect the original
'nation' or 'self' from external forces that are perceived as inherently hostile or
detrimental. This reflects Rabinowitz's (2023) requirements of an explicit
construction of who constitutes the 'national people' (the population of the host
state), the construction of the global enemy (Russia), organizing principles (citizens
versus refugees), and clear policy objectives.
Conclusion
This paper has demonstrated the profound impact of identity construction on
geopolitical conflicts, using the Russian invasion of Ukraine in 2022 and the
narratives surrounding Ukrainian refugees as a case study. Through the lens of social
identity theory, situational identity theory, and critical race theory, the analysis
revealed how discourses surrounding Ukrainian identity have evolved, highlighting
the fluid nature of concepts such as 'European.' These identity reconstructions
underscore the necessity of understanding race, ethnicity, culture, and identity to
grasp the shifting responses to geopolitical events, which is best done from
ethnography's 'from within' and 'bottom-up' approaches.
Including bottom-up approaches in geopolitics allows for including local narratives
and diverse perspectives. This methodology challenges traditional top-down
analyses and demonstrates the value of ethnography in capturing the complexities
of contemporary geopolitical landscapes. Ethnography's strength in providing in-
depth insights into everyday experiences and cultural contexts enriches our
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                                                    Embracing Political Ethnography
                                     References
Aljazeera. 2022 ‘“Double standards”: Western coverage of Ukraine war criticised’,
27 February, available: https://www.aljazeera.com/news/2022/2/27/western-
media-coverage-ukraine-russia-invasion-criticism
Apt, C. 2024. “Russia’s Eliminationist Rhetoric Against Ukraine: A Collection” Just
Security. April 18, 2024 https://www.justsecurity.org/81789/russias-eliminationist-
rhetoric-against-ukraine-a-collection/
Bayoumi, M. 2022. “They are ‘civilised’ and ‘look like us’: the racist coverage of
Ukraine”                             The                                 Guardian.
https://www.theguardian.com/commentisfree/2022/mar/02/civilised-european-
look-like-us-racist-coverage-ukraine
BBC.       2022.    ‘David   Sakvarelidze speaking  on                BBC       News’,
available: https://www.youtube.com/watch?v=QFQ392yepF0
Bellah, R., R Madsen, W. Sullivan, A. Swidler, and S. Tipton. 2007. Habits of the Heart:
Individualism and Commitment in American Life. Berkeley: University of California Press.
Benwell, B, and Stokoe, E, 2006. Discourse and Identity. Edinburgh University
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Benzecry, C, and Baiocchi, G. 2017. “What Is Political About Political
Ethnography? On the Context of Discovery and the Normalization of an Emergent
Subfield.” Theory and society 46(3): 229–247.
Brigg,M, and Bleiker, R. 2008. Expanding Ethnographic Insights into Global
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5687.2007.00035_4.X
Burlachuk, V. 2023. “Identity construction and mechanisms of aggression” Sociology:
Theory, Methods, Marketing, (2:)65–82.
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Comments. February 26, 2020 https://actualcomment.ru/surkov-mne-interesno-deystvovat-
protiv-realnosti-2002260855.html
Chun, C. 2016. "Exploring neoliberal language, discourses and identities." In The
Routledge handbook of language and identity, pp. 558-571. Routledge.
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Beyond the Community: Social Process in Europe by Jeremy Boissevain and John Friedl
(eds). The Hague: University of Amsterdam Press.
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                          https://doi.org/10.18485/ipsa_41_15.2024.7.ch9
                                                   Abstract
This paper starts with an assumption that Geopolitics, understood as one of the
great schools of International Relations, is not only still relevant but, indeed, should
be one of the essential items in the toolkit of any student or policymaker who
peruses the challenging and ever eluding realm of international security.
It draws chiefly on the Heartland theory of Halford Mackinder to explain the
dynamics of contemporary European Security in general and the ongoing war in
Ukraine in particular.
The analysis, which relies on historical examination of the geopolitical realities of
Central and Eastern Europe, leads the author to a pair of conclusions: firstly, that
the conflict in Ukraine is unlikely to end anytime soon and, perhaps more
importantly, that the outcome of the conflict will only be one of many steps leading
to the emergence of the new, possibly a multipolar, international system and
consequently, and more obviously, a new security system in Europe, which will be
strongly influenced by Germany rather than by the United States as before.
                                                 Keywords:
                       Geopolitics, Heartland, Europe, Security, Ukraine
1 This is an abbreviated version of the same paper published by the author at: Śliwiński K. (2023). Is Geopolitics
Still Relevant? Halford Mackinder and the War in Ukraine. Studia Europejskie – Studies in European Affairs,
4/2023, 7-25. DOI: https://doi.org/10.33067/SE.4.2023.1
2 Hong Kong Baptist University
      Introduction
      On Thursday, February 24, 2022, the Russian Federation commenced its invasion
      of Ukraine, officially referred to by Moscow as a ‘special military operation’ against
      Ukraine (Osborn, 2022). The offensive caught many by surprise, especially the
      severity of Russian military actions, such as targeting civilians and civilian
      infrastructure. During the first weeks of the war, the Ukrainian army and society
      impressed the world with their bravery and commitment to preserving territorial
      integrity and sovereignty.
      Members of the European Union agreed on an extensive package of sanctions
      against various Russian entities and individuals connected to Vladimir Putin, the
      president of Russia. Until the attack against Ukraine, the EU had been "muddling
      through" with numerous countries pursuing their national interests, shaping their
      individual foreign and security policies, notably vis-à-vis Russia. The attack
      reinvigorated calls of E.U. bureaucrats for more unity and an actual common
      defence. EU's chief diplomat Joseph Borrel, during an extraordinary plenary session
      of the European Parliament on March 1, 2022, urged the European Parliament’s
      MPs to "think about the instruments of coercion, retaliation, and counterattack in
      the face of reckless adversaries. […] This is a moment in which geopolitical Europe
      is being born", he stressed (Brzozowski, 2022).
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                                                         Is Geopolitics still relevant?
Mackinder starts with the basics – he looks at the physical map. He concludes,
looking at Eurasia, that Russia occupied half the continent, juxtaposed by many
small European powers to the West. The East is generally flat and low, whereas the
West has many complications, such as mountains, valleys, islands, peninsulas, and
rivers. Geographical conditions account for the historical developments that could
be summarised as a great push of various Asiatic peoples from the East to the West,
culminating in the complicated political puzzle on the European continent
(Mackinder, 1904, p. 425).
Consequently, drawing on the general term used by geographers – 'continental' he
posits that the regions of Arctic and Continental drainage measure nearly half of
Asia and a quarter of Europe and therefore form a grand 'continuous patch in the
north and the centre of the continent' (Mackinder, 1919). It is the famous
'Heartland', which, according to his inventor, is the key geographical area for anyone
pursuing their dominant position in Euroasia. "[…] whoever rules the Heartland
will rule the World Island, and whoever rules the World Island will rule the world"
(Kapo, 2021). Notably, the key to controlling the Heartland area lies in Central and
Eastern Europe, as it is an area that borders the Heartland to the West. Heartland
itself is protected by mountain ranges from the South and the Sea from the North.
The developments of WWII slightly altered this approach. By 1943 Mackinder
rightly foresaw the potential of the Soviet Union as a land power if it were to emerge
victorious from the war (Mackinder, 1943, p. 600).
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      Sliwinski
      Under the Administration of President John F. Kennedy, the United States moved
      from massive retaliation (response or deterrence) strategy, which posited that in case
      of a USSR attack against the U.S. or its allies, Washington committed itself to
      retaliating with much greater power, including nuclear weapons (Wells, 1981).
      Proposed by Secretary of Defence Robert MacNamara, the Strategy of flexible
      response, adopted as early as 1961, introduced an 'appropriate' response to potential
      aggression by the Warsaw Pact (military alliance led by the USSR) (Pepper, 1990,
      p.292). Whereas nuclear weapons were primarily located in the U.S., conventional
      weapons were spread around European land. Washington assumed that the attack
      with conventional forces would occur in Europe, once again stressing the
      importance of Central and Eastern Europe. It was considered vital as one of the
      three options for NATO in case of an actual military operation. The so-called
      'forward defence' concentrated conventional defence efforts at or around the central
      European front (Pepper, 1988, p. 165).
      On the other hand, the Warsaw Pact developed in its early years a tendency toward
      conferring privileged status on the northern members of the Pact. This has taken
      the form of referring in public media to the northern quartet - Poland, the German
      Democratic Republic, Czechoslovakia, and the Soviet Union - as the 'first strategic
      echelon of the Pact’ (Wolfe, 1966). The territory of the three East European
      members of the Northern Quartet lay directly in line with what, in wartime, would
      be the main axis of a central European campaign. Consequently, Central and
      Eastern Europe had to be controlled again should the USSR seriously consider
      protecting its core. As Patricia Haigh rightly reminds us: "The Warsaw Pact meant
      that the countries of Eastern Europe could be bound to the strategic policies of the
      Soviet Union, and the concept of buffer States against a resurgent Germany
      realized." (Haigh, 1968, p.170). This is precisely how historians read the events of
      1968 and the application of 'The Brezhnev doctrine’, exemplified by the
      intervention of the Warsaw Pact in Czechoslovakia the same year.
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                                                          Is Geopolitics still relevant?
representatives of 'Atlantism' (the U.S. and the U.K.). Crucially, Dugin does not
focus primarily on military means as a way of achieving Russian dominance over
Eurasia; instead, he advocates a relatively sophisticated program of subversion,
destabilization, and disinformation spearheaded by the Russian special services,
supported by a tough, hard-headed use of Russia's gas, oil, and natural resource
riches to pressure and bully other countries into bending to Russia's will (Dunlop,
1997).
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      Sliwinski
      conflict: "The absolute imperative of Russian geopolitics on the Black Sea coast is
      the total and unlimited control of Moscow along its entire length from Ukrainian to
      Abkhazian territories".
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                                                          Is Geopolitics still relevant?
                                                                                           181
      Sliwinski
      positions on a range of global issues.3 The meeting happened shortly before the
      Russian invasion, and one could surmise that it was supposed to soften the possible
      adverse reaction from Beijing to the already prepared military operation by the
      Kremlin since Putin told Xi that Russia had designed a new deal to supply China
      with an additional 10 billion cubic metres of natural gas. Consequently, China
      abstained from a U.N. Security Council vote condemning the Russian invasion
      (Gerson, 2022).
      Conversely, one cannot but notice that most of the energy transferred to the West
      before the war in Ukraine has been redirected to the East, mainly China (Soldatkin,
      Aizhu, 2022). At the same time, Russia also shifted its imports of high-tech. Instead
      of the U.S. or Germany/France, it now has developed cooperation with … again
      China (Taplin, 2023).
      3Joint Statement of the Russian Federation and the People’s Republic of China on the International Relations
      Entering a New Era and the Global Sustainable Development. Available at:
      http://en.kremlin.ru/supplement/5770#sel=1:21:S5F,1:37:3jE (Access 18.10.2023)
182
                                                                            Is Geopolitics still relevant?
4 Importantly, Kremlin has been playing the “proxy war” card for some time in building its narrative regarding the
ongoing “Special Military Operation” in Ukraine.
5 “Emmanuel Macron's comments about Taiwan and his call for European "strategic autonomy" sparked
controversy as he advocated for the EU not to become followers of the US and China”. This parallels with
President de Gaulle earlier calls for European strategic independence from American influence over European
security (Lory, 2023).
                                                                                                                     183
      Sliwinski
      the disintegration of the post-Soviet sphere and the elimination of the nuclear
      balance of terror. None of these conditions have been met. Not being able to
      challenge Europe or Japan economically, the U.S. has also been unable to challenge
      the Russian nuclear position. Consequently, it switched to attacking medium powers
      such as Iran or Iraq economically, politically, and militarily engaging in 'theatrical
      militarism'. (Todd, 2003).
      In contrast to the French historian, American political scientist Joseph Nye claims
      "The United States will remain the world's leading military power in the decades to
      come, and military force will remain an important component of power in global
      politics." (Ney, 2019, p.70). He goes on to question whether the rise of China is
      going to spell the end of the American era: "[…] but, contrary to current
      conventional wisdom, China is not about to replace the United States as the world's
      largest economy. Measured in 'purchasing power parity' (P.P.P.), the Chinese
      economy became larger than the U.S. economy in 2014, but P.P.P. is an economists'
      measure for comparing welfare estimates, not calculating relative power. For
      example, oil and jet engines are imported at current exchange rates, and by that
      measure, China has a US$12 trillion economy compared to a US$20 trillion U.S.
      economy." […] “Power—the ability to affect others to get what you want—has
      three aspects: coercion, payment and attraction. Economic might is just part of the
      geopolitical equation, and even in economic power, while China may surpass
      America in total size, it will still lag behind in per capita income (a measure of the
      sophistication of an economy).” (Ney, 2019, p.70).
      And yet, as of 2023, America's economic components of her might seem to be very
      quickly eroding. After the 2008 subprime mortgage crisis and the consequent Covid-
      19 induced economic crisis, there are several woes on the horizon: Inflation has
      been rampant (that is one of the effects of federal stimulus after Covid-19), which
      makes the Federal Reserve continue to increase interest rates, making loans more
      and more expensive (Goldman, 2022). The stock market has been in the "sell-
      everything mode", which means the investors are losing a lot of money, so their
      trust in the economy is decreasing. Thirdly, this time around, the investors are not
      switching to bonds, which seems to confirm the previous point. Fourthly and finally,
      "none of this is happening in a vacuum. Russia continues its deadly invasion of
      Ukraine, which has choked off supply chains and sent energy prices through the
      roof." China, on the other hand, remains in semi-locked mode when it comes to
      some of its biggest cities due to after Covid-19 vulnerability.
      On top of that, a labour shortage has sent salaries surging and hindered the normal
      flow of goods worldwide (Goldman, 2022). Worse still, according to the Bureau of
      Economic Analysis of the U.S. Department of Commerce, some of the key
184
                                                         Is Geopolitics still relevant?
                                                                                          185
      Sliwinski
      countries such as Poland and Hungary would no longer be able to block Paris and
      Berlin from imposing their interests on the rest of the EU by presenting them as
      European. According to this vision, Hungary would no longer be able to
      ‘sympathize’ with Russia, and Poland would no longer be the ‘Trojan Horse’ of the
      U.S. interests in Europe in their game with Russia. And so, the war in Ukraine
      presents a perfect circumstance to call for a European federation. Germany has
      recently publicized such a vision. On August 24, 2022, Chancellor Olaf Scholz
      presented a speech at Charles University in Prague regarding his vision of the future
      of the EU at the beginning of the 3rd decade of the 21st century against the backdrop
      of the Russian invasion of Ukraine. Experts, policymakers, and media pundits
      widely commented on the speech. It starts with an assertion that Russia is the biggest
      threat to the security of Europe. That fact produces two breakthrough
      consequences: firstly, Berlin has to pivot from Russia to its European Partners both
      economically and politically. Secondly, the European Confederation of equal states
      should morph into a European Federation (The Federal Government, 2022).
      Scholz’s vision includes four major ‘thoughts’. Firstly, given the further enlargement
      of the European Union for up to 36 states, a transition should be made to majority
      voting in common foreign or tax policy. Secondly, regarding European sovereignty,
      “we grow more autonomous in all fields; that we assume greater responsibility for
      our own security; that we work more closely together and stand yet more united in
      defence of our values and interests around the world.”. In practical terms, Scholz
      singles out the need for one command and control structure of European defence
      efforts (European army equipped chiefly by French and German Companies?).
      Thirdly, the EU should take more responsibility (at the expense of national
      governments) regarding migration and fiscal policy against the backdrop of the
      economic crisis induced by Covid-19 pandemic. This, in practical terms, means,
      according to Scholz, one set of European debt rules to attain a higher level of
      economic integration. Finally, some disciplining. “We, therefore, cannot stand by
      when the principles of the rule of law is violated, and democratic oversight is
      dismantled. Just to make this absolutely clear, there must be no tolerance in Europe
      for racism and antisemitism. That’s why we are supporting the Commission in its
      work for the rule of law. The European Parliament is also following the subject with
      close attention. For that I am very grateful […] We should not shy away from using
      all the means at our disposal to correct failings. […] It also seems sensible to
      consistently tie payments to the maintenance of the rule of law standards – as we
      have done with the 2021-2027 Financial Framework and the Recovery Fund in the
      COVID crisis“.
186
                                                                              Is Geopolitics still relevant?
Conclusion
The war in Ukraine is arguably proof of the region's role in the security and stability
of Europe and its economy. Food supplies, mostly various harvests and energy,
mainly gas, are a case in point. On top of that, the region has a lot of raw materials.
Ukraine has large deposits of 21 of 30 such materials critical in European green
transformation (Ukrinform, 2023). Before the war in Ukraine began, in July 2021,
the EU and Ukraine signed non less than a strategic partnership on raw materials.
The partnership includes three areas from the approximation of policy and
regulatory mining frameworks, through a partnership that will engage the European
Raw Materials Alliance and the European Battery Alliance to closer collaboration in
research and innovation along both raw materials and battery value chains using
Horizon Europe (European Commission, Press Release 2021).
As for security, in a traditional sense, the U.S. is involved with Ukraine regarding
nuclear weapons. In the letter from March 17, 2023, the director of the Energy
Department’s Office of Nonproliferation Policy, Andrea Ferkile, tells Rosatom’s
director general that the Zaporizhzhia Nuclear Power Plant in Enerhodar “contains
US-origin nuclear technical data that is export-controlled by the United States
Government” (Bertrand, Lister, 2023).6 Worse still, The Under Secretary of State
for Political Affairs, Victoria J. Nuland, admitted in her testimony on Ukraine in the
US Congress that, indeed, “Ukraine has biological research facilities, which we are
now quite concerned Russian troops, Russian Forces, may be seeking to gain control
of, so we are working with the Ukrainians on how they can prevent any of those
research materials from falling into the hands of Russian forces should they
approach” (C-Span, 2022).
As Scott and Alcenat claim, the analysis of the competitive policies of each great
power confirms the Heartland concept's importance. They project the utility of
Mackinder’s analysis to Central Asia, asserting that: “it is valid in today’s foreign
policy and policy analyses. Each power strives for control of or access to the region’s
resources. For China, the primary goal is to maintain regional stability as a means
for border security and assurance of stable economic relations. For the European
Union, the main goal is to gain economic access while simultaneously promoting
the democratization of those countries that are politically unstable.” (Scott, Alcenat,
2008).7
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                              https://doi.org/10.18485/ipsa_41_15.2024.7.ch10
Igor Okunev1
Abstract
The differentiation of space based on the electoral preferences of residents is what forms
the electoral space – a special layer of the earth’s surface that is the object of study of the
discipline we call electoral geography. Geography of voting identifies the factors and
patterns that underlie long-standing territorial differences in the political activity of voters
and their voting habits by administrative and territorial unit, constituency and district, as
well as the geographic favouritism and disproportionality of electoral systems – that is,
the proclivity of electoral procedures to the territorial differentiation of election results.
The key task of electoral research is thus to assess the degree to which voter intention is
deformed by a system of interrelated filters including the effects of electoral geography.
Keywords:
1 Director, Center for Spatial Analysis in International Relations, Institute for International Studies, MGIMO University
iokunev@mgimo.ru
      Okunev
      A number of factors influence the electoral behaviour of voters, some of which have a
      pronounced geographical nature. These are called the spatial effects of voting, which we
      will discuss in greater detail. Scalar spatial effects of voting include those in which
      electoral behaviour is determined by the properties of a given place (say, the fact that an
      election campaign was successful in one region, but unsuccessful in others). Vector spatial
      effects of voting are those where electoral behaviour is determined by the location of a
      given place (for example, the fact that the region is located close to the area where a given
      candidate can traditionally rely on support). We can thus say that scalar voting effects are
      based on the principle of vertical conditionality in geography, where the properties of an
      object are determined by the properties of the place in which it is located, and vector
      effects are based on the principle of horizontal conditionality in geography, where the
      properties of an object are determined by its location relative to other objects – that is,
      they arise as a result of its relations with the positions of other objects in space (Table 1).
      The most obvious scalar geographic factor in electoral behaviour is the friends-and-
      neighbours effect (sometimes called the localism effect), which describes the propensity of
      voters to vote for people from the same region. There are, in fact, dependencies of two
      different scales here.
      At the local level, the friends-and-neighbours effect can be seen in a narrow sense: the
      closer voters live to the hometown (district, street, home) of a candidate, the more likely
      they are to vote for them.
      At the regional level, the friends-and-neighbours effect is evident in the broad sense:
      when voting for a candidate to represent them in the authorities, the electorate is more
      inclined to support someone local, that is, a candidate who was born in or spent a
      significant part of his life in the same region (district, city, country) as his or her voters.
      Accordingly, candidates get more support in territories they have a personal connection
      with.
194
                                                              Neighborhood Effect Revisited
There are two key explanations for this dependency. First, candidates are traditionally
more recognizable in their native regions and it thus is easier for them to rally support
there, because proximity to the candidate (geographical, but also social) equals trust, since
it is far more likely that interactions with this candidate will take place in the future than
with a candidate who is not from the region. Second, voters will naturally expect a
“hometown” boy or girl to pay more attention to local interests, which means that it is
easier for these candidates to convince doubters or get indifferent voters to be more
politically engaged. The first explanation is more typical of situations where a narrow
understanding of the friends-and-neighbours effect is evident, while the second is truer of
situations where the broader understanding reigns. Moreover, opening up the scale of the
analysis makes the first explanation irrelevant – that is, isolated local cases aside, voters
tend to cast their vote for local candidates, even when they know just as much about them
as they do about their rivals.
The effect was first described by Valdimer Key Jr, in his 1949 book Southern Politics in State
and Nation, but in a negative connotation: it turned out that the localist factor was more
important than the political platform of the candidate. Next came the methods proposed
by Raymond Tatalovich in 1975 and John Van Wingen and Joseph Parker in 1979 that
estimate the friends-and-neighbours effect by calculating the correlation between the level
of support for a candidate and the distance between voting districts and that candidate’s
hometown. These approaches differ in that the first describes the dependence as linear,
while the second describes it as logarithmic.
where      is the percentage of support for the candidate,            is the distance to the
candidate’s voting district,   is the level of support in the candidate’s voting district, and
   is the strength of the friends-and-neighbours effect. Another obvious scalar spatial
effect of voting is the campaign effect, according to which a voter is more likely to support a
candidate in areas where they have campaigned more actively.
During an election campaign, candidates and parties are forced to choose constituencies
and regions into which more resources will be channeled in order to secure victory. This
is done based on two main factors. First, attention is paid to areas where the electoral
strategy will be most effective, that is, areas with the highest numbers of undecided voters
who are more likely to lean towards the chosen candidate. Second, this electoral strategy
                                                                                                  195
      Okunev
      tries to adjust the inherent geographic favoritism of the electoral system in order to
      prevent wasted votes. For example, in single-member plurality systems, large parties try to
      avoid receiving excess votes, as they would prefer a more even distribution of voters
      across the country to hypertrophied support in certain regions. At the same time, small
      parties are interested in consolidating their supporters in individual districts, since equal
      distribution across the territory necessarily leads to a large number of lost votes and,
      subsequently, seats. These considerations, among others, affect the decision whether a
      candidate should visit a region on his or her campaign trail for rallies and meet-and-greets
      with voters, or whether a media campaign will suffice.
      Researchers are effectively left guessing as to the size of the resources that candidates
      direct to various regions during their election campaigns. Indicators they look to typically
      include the distribution of regional shares in the overall campaign budget, or the volume
      of campaign materials, although gaining access to such data is far from easy. This is why
      the main indicator for evaluating the campaign effect is the number of times a candidate
      visits individual districts, and for how long, as well as the number of pre-election events
      held there – we could just as well call it the pre-election visit effect. In our opinion, these
      metrics could be supplemented by an assessment of the nature of the spatial distribution
      of these visits (in terms of turnout and regularity).
      Eric Mintz is considered a pioneer in the analysis of the geography of election campaign
      tours following his 1985 study into the impact of candidate visits on the 1984 Canadian
      federal election. One of his followers, Thomas Holbrook, used regression analysis to
      prove that each of Harry S. Truman’s campaign visits during the 1948 U.S. presidential
      election brought him an average of 0.248% support. Major election campaigns have
      effectively turned into a race to see how many regions across the country candidates can
      visit, because the more meet-and-greets and events the candidate holds in different
      regions, the greater the spatial effect of his or her campaign will be. For example, during
      the 2020 U.S. presidential campaign, during the final three weeks before voting, Donald
      Trump visited 48 cities in 15 states, while Joe Biden visited 23 cities in 10 states. That is,
      both candidates managed to visit at least two cities per day.
      The final scalar effect of voting is the issue voting effect, which states that voters tend to
      support candidates more in areas they pay greater attention to during their election
      campaigns. For example, a party that is against tearing down residential buildings to make
      way for new ones in Moscow will find more support in those districts of the capital
      where this is happening and public opinion is rather negative towards it.
196
                                                                       Neighborhood Effect Revisited
While a scalar is a value that remains the same when the spatial coordinate system
changes, the value of the vector depends on its location relative to other elements of
space. Suppose we are studying the relationship between the share of workers and
support for the left party in two cities,                    and       , located in places                   ,
respectively. The left party received 60% of the votes in City                      , where 40% of the
residents are working class, and 40% of the votes in City , where 20% of the residents
are working class. This territorial differentiation reflects the geography of ideological and
political cleavages in society. Imagine we can change the coordinates of these cities, but
the dependence remains the same: 20% of the residents of City                      are working class, and
the left party will receive 40% of votes; while 40% of the residents of City              are
working class, and the left will receive 60% of the votes. What this means is that the
results depend solely on the properties of the pace itself, and that we are dealing with a
scalar effect in electoral geography. But what if dependence is determined not by the
properties of a given place, but rather by that place’s location in space (for example, it
belongs to a belt of cities that traditionally supports the left? Suppose that, now, the left
receives 30% of the votes in City            , where 20% of the population is working class, and
just 50% of the votes in City , where 40% of the population is working class. What we
have here is an example of the vector voting effect, also known as the neighbourhood effect.
In this example, the neighbourhood effect will be 10% in both cities (see Table 2). This
effect belongs to a large family of contextual voting effects in political science that
describe how external factors influence the nature of electoral choice.
So, let us get this straight: if you change the location of an object and its properties do not change as
a result, then we are dealing with non-spatial (scalar) dependence that is determined by the properties of
the object itself. If the properties of the object do change when placed in a different location, then we have
spatial (vector) dependence.
                                                                                                                 197
      Okunev
      The neighbourhood effect means that support for a candidate (or party) is greater in
      districts that are adjacent to regions where support for this candidate (or party) is higher
      than the national average. Accordingly, the inverse neighbourhood effect is when support
      for a candidate (party) is lower in districts that are adjacent to regions where support for
      this candidate (or party) is lower than the national average. A more formal expression of
      the neighbourhood effect is that the share of people who vote for a candidate (party)
      tends to show a positive correlation with the share of those who vote for the candidate
      (party) in neighbouring districts. In other words, the neighbourhood effect is observed
      when there is significant spatial autocorrelation in the level of support for a candidate
      (party) and, as a result, stable spatial differentiation of the electoral landscape.
      The neighbourhood effect was conceptualized in 1969 by David Reynolds in the article
      “A Spatial Model for Analyzing Voting Behavior”, and then further explained that same
      year by Kevin Cox in his paper “The Voting Decision in a Spatial Context”. Cox based
      his explanation of this principle on Torsten Hägerstrand’s theory of the spatial diffusion
      of innovations. According to Cox, the regular spatial clustering of specific candidates and
      parties is somewhat similar to the way in which rumours or diseases spread. The voter’s
      behaviour is determined by the influence of the information that dominates in the area
      where he or she lives. Each person acts as a node in the network of information flows,
      acting simultaneously as the addressee, transformer and sender of signals. The
      effectiveness of connections between nodes, and thus of the dissemination of
      information in the network, depends on the number of addressees, the distance between
      them and quality of the political culture. The neighbourhood effect is thus explained by
      the density and quality of the connections between voters: higher density and quality
      means that voters tend to repeat the voting decisions of their neighbours. William Miller
      described the essence of the neighbourhood effect using the simple formula “those who
      speak together vote together”, and this conjecture about the nature of the effect of the
      communication network on electoral behaviour was confirmed by Robert Huckfeldt and
      John Sprague’s 1995 study on how people in Indianapolis and St. Louis voted in the
      presidential elections.
198
                                                                      Neighborhood Effect Revisited
                                                                                                      199
      Okunev
      As we see, the neighbourhood effect is not equivalent to the geography of ideological and
      political splits in society, including those that are based on territoriality. It can be said that
      the geography of voting (the electoral and geographic differentiation of society) is a
      reflection of the geography of ideological and political divisions anchored in space by the
      neighbourhood effect. The geography of cleavages would create smooth territorial
      transitions in the spatial continuum of the state, but the neighbourhood effect polarizes
      society in space by, among other things, creating a territorial dimension for non-territorial
      (social, ideological and other) splits.
      To assess the degree of clustering of the electoral space, either simple indicators of
      geographic concentration and spatial relationships or spatial statistical analysis methods
      can be used.
      The localization coefficient measures the relative distribution (or relative concentration) of
      supporters of a given party in a specific region in relation to the country as a whole.
      where      is the number of supporters of the party in region ,              is the total number
      of supporters of that party in the country,    is the total number of voters in region ,
      and        is the total number of voters in the country. If the localization coefficient is
      greater than 1, this means that the party is relatively more concentrated in the region
      being observed.
      While the localization coefficient estimates the relative distribution in space of supporters
      of one party among all voters, the geographic disparity index compares the proportional
      distribution in space of supporters of two different parties.
200
                                                              Neighborhood Effect Revisited
The geographic segmentation index is similar to the geographic disparity index. The difference
is that it compares the performance of one party relative to voters in the country as a
whole, rather than the performance of two parties. It is also measured on a scale of 0 to
100 and has the same threshold interpretations.
In order to assess the neighbourhood effect, it is important to both determine the level
of space clustering, and to identify the strength of the geographical interaction between
objects – i.e., how connected and interdependent they are. This is done using the
gravitational model, borrowed from Isaac Newton’s equation of universal gravitation.
where      is the force of gravity (spatial interaction) as it is directed from Place to Place
 ,    is a constant,     is the distance between and        with distance exponent , and
and     are the number (or share) of Party     ’s supporters in regions (electoral districts)
and . Points and are mapped as centroids or administrative centres of regions or
electoral districts. For most investigations in absolute two-dimensional space, it is
reasonable to use          and          .
                                                                                                 201
      Okunev
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202
                        https://doi.org/10.18485/ipsa_41_15.2024.7.ch11
                                                  Abstract
The official list of the "unfriendly countries" has appeared in the Russian political discourse
since 2022, though dividing countries into friends and foes has deep roots, that come from
traditional American geopolitical discourse. The authors view friendliness and unfriendliness
of the geopolitical actors and their mutual distance as key characteristics of the geopolitical
space. The study presents a renewed scale of friendliness and unfriendliness based on
“Discord and collaboration” by A. Wolfers. Analyzing both qualitative and quantitative data,
the empirical research includes using this multistep scale to evaluate countries friendliness
and unfriendliness towards Russia in 2016 and 2024. Next, the method of multiscale distances
is used to measure and graphically represents the connectedness and degree of geographical
influence of the geopolitical subjects varying in friendliness and unfriendliness on Russia,
Siberia (as a general geographic region) and the Siberian federal district. The research
considers in mesolevel that is measured through economical distances (understood as the
length of the existing transport lines) between nearest cities as actors of economical space.
The research proves that due to its remoteness Siberia has a more beneficial location in
comparison with Russia as a whole, because only friendly economic centers can be found
within 2500 km from Siberia, unfriendly geopolitical actors moved even farther from it,
whereas the friendliest actors (primarily Eurasian states) remained as close as in 2016 and
became even friendlier towards Russia. The view of the geographical map through the prism
of dynamic characteristic of graduating friendliness-unfriendliness and the multiscale analysis
of remoteness of geopolitical subjects help us to understand geographical and geopolitical
advantages and disadvantages of the Eurasian integration and the concept of the Greater
Eurasia, its problems and threats. In case of Siberia the main characteristic of the current
geopolitical position is the drifting of Mongolia and Kazakhstan as the most geographically
close subjects from friendliness to the opposite, whereas other subjects in Central Asia rise
to more friendly status as detected on the scale. Overall, the presented view on the
geopolitical dimensions presents a new geographical picture of position Russia and Siberia in
Eurasia.
     Keywords: quantitative geopolitics, Russia, Siberia, economical distances, Wolfers,
               unfriendliness, Eurasia, sanction policy, economic distance
1 Head of Laboratory of Natural Resources and Political Geography, V. B. Sochava Institute of Geography SB RAS,
Irkutsk. Russian Federation. Associate Professor, Irkutsk State University, Irkutsk. Russian Federation.
2 Research Fellow, Laboratory of Natural Resources and Political Geography, V. B. Sochava Institute of Geography
SB RAS, Irkutsk. Russian Federation. Associate Professor, Pushkin Leningrad State University, Pushkin, Russian
Federation.
      Fartyshev and Pisarenko
      Introduction
      Traditionally, geopolitics is concerned primarily with the global and the national level
      (Okunev 2021), and the role of subnational units - regions - is somewhat reduced
      due to their smaller role in foreign policy. The methodology of regional geopolitics
      is most fully presented in the works of P.Ya. Baklanov on the territory of the Far
      East (Pacific Russia) (Baklanov, Shvedov, and Romanov 2023). Probably, the interest
      in this topic specifically in the Far East is associated with the significant vulnerability
      of this territory and constant geopolitical shifts in the external environment. Siberia,
      despite its remoteness from most world powers in modern times, is also an important
      part of Russia, the geopolitical position of which has significant dynamics. This is
      manifested in the changing positioning of neighboring Mongolia on the world stage,
      the foreign policy drift of Kazakhstan and, of course, in the Ukrainian crisis, which
      pushed Russia to accelerate its “turn to the east.” In view of these transformations,
      the importance of geopolitical research is increasing.
      Another factor that has influenced the revision of geopolitical studies is the creation
      of "lists", "axes" and "registers" of unfriendly countries. Such lists are rarely based
      on clear and objective criteria, but some efforts to formulate them can be noted (for
      example, Safranchuk, Nesmashnyi, and Chernov 2023 is noteworthy in this regard).
      One way or another, subjects of varying degrees of unfriendliness have different
      geographical influence on Russia. Siberia also occupies a special place, being, like the
      Far East, the most remote territory from the theater of Russian-Western
      confrontation, but the question arises how significant this fact is. The purpose of
      this work is to identify the geographical characteristics of subjects of varying degrees
      of unfriendliness that affect Russia and Siberia in particular.
      Review
      Attempts to create a scale of friendliness and hostility have been made in the
      academic literature for quite a long time, but researchers have used different terms
      and variables for this topic. Back in 1941, a study by F. Klingberg was published, in
      which tension was considered as a “psychological distance” separating two states,
      the value of which can be measured within the framework of the “friendliness -
      hostility” scale (Klingberg 1941).
      In 1955, a model for measuring interstate tension as a dynamic state located in a
      multidimensional space between the poles of stability and conflict was presented
      (Wright 1955). Earlier, in thinking about whether tension could be assessed or
      measured, Wright started from the use of this term in the physical sciences and its
      reflections in sociological and psychological research. An approach to measuring
204
                                          Measuring Unfriendliness and Remoteness
                                                                                           205
      Fartyshev and Pisarenko
      and clear criteria for political subjects, divided into categories, ranked on a “hostility-
      friendliness” scale. He identified the following categories:
               • Irreconcilable hostility (state of war)
               • Showing hostility
               • Termination of friendly relations
               • Minimum relationships
               • Cool or non-aligned relations
               • Active internal cooperation
               • External cooperation
               • Extreme expression of friendship (Wolfers 1962)
      The Wolfers scale emphasized military power, but in subsequent decades there was
      a tendency to reevaluate the importance of military and economic factors in shaping
      foreign policy in favor of the latter. In our earlier works, the Wolfers scale was
      modernized and the exact criteria for the onset of one or another stage of
      manifestation of friendliness or hostility were identified (Fartyshev 2018). It is the
      basis for this work.
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                                                       Measuring Unfriendliness and Remoteness
      Union
                    3.2 Trust                    No border control, common currency
    (PA=+3)
   Cooperation
                    2.2 Mutual benefit           Special conditions for trade agreements
    (PA=+2)
Minimal relations (PA=0) Small volumes of trade, political and cultural connections
 Cold neutrality
                    -1.2 Rejection               Negative connotations of news about the country in the media
     (PA=-1)
   Competition
    (PA=-2)         -2.2. Opposition             Embargo/sectoral sanctions
     Hostility
                    -3.2 Escalation              Local war
     (PA=-3)
                                                                                                                207
      Fartyshev and Pisarenko
      economic integration, data on the political coloring of messages in the leading media
      of the relevant countries (the sample included 100 publications in each country), data
      on cases of expulsion of diplomats and other relevant data were analyzed.
      Geographical analysis is based, first of all, on measuring the distance of certain
      entities from each other. In classical geopolitical studies, the principle of
      neighborhood order is used (Baklanov, Shvedov, and Romanov 2023), however, we
      believe that this approach is incorrect due to the underestimation of the extent of
      space, therefore the influence of subjects is evaluated through the economic distance
      between the nearest demographic and economic centers, reflecting the possibilities
      of direct cooperation between countries.
      Economic distance (in other terminology “relative distance”) refers to the distance
      along existing communication routes (roads, railways, sea routes) (Bezrukov 2023).
      It can be measured in length, time or prices. This is important from the point of view
      of the immediate possibility of contact between two geopolitical entities for the
      exchange of goods. The comparison of economic distances was carried out on the
      basis of border checkpoints operating on highways as of March 1, 2024. In a number
      of cases, sea distances are taken through currently existing sea connections (for
      example, transport connections with Syria are actually carried out along the
      Novorossiysk-Latakia sea line, and connections with India are through the ports of
      Calcutta-Vladivostok and Nhava Sheva-Novorossiysk, and not by land transport).
      For comparative analysis, two dates were taken: 2016 as the year preceding the period
      of global turbulence and pandemic transport restrictions, and the current year 2024.
      Besides, the perception of the borders of Siberia should be clarified. During the
      period under review, the Siberian Federal District was reshaped after the
      resubordination of the Republic of Buryatia and the Zabaikalsky krai to the Far
      Eastern Federal District, however, following the academic traditions of V. B.
      Sochava Institute of Geography SB RAS, the territorial framework of Siberia in the
      general geographical sense should include the Tyumen region with its districts and
      the Republic of Sakha-Yakutia (Korytny 2021). From the point of view of modern
      approaches in regional studies, the region does not have clearly defined boundaries
      at all, since the level of regional cohesion (regional consolidation) is of greatest
      importance (Hettne 2005).
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                                          Measuring Unfriendliness and Remoteness
Results
                                                                                           209
      Fartyshev and Pisarenko
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                                           Measuring Unfriendliness and Remoteness
Thus, lists of unfriendly countries are a traditional form of fencing, hanging a “label”
or a “black mark” and highlighting the “alien” in a multidimensional political space,
but from a research point of view it seems more relevant to speak about various
levels of political relations of geopolitical subjects.
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      Fartyshev and Pisarenko
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                                          Measuring Unfriendliness and Remoteness
           - The presented maps show the inconsistency of the judgment about the
political isolation of Russia and, taking into account a number of assumptions, clearly
shows the implementation of the concept of the so-called “Greater Eurasia”,
implying the political consolidation of the intra-Eurasian space (Bezrukov 2018;
Fartyshev 2021).
                                                                                           213
      Fartyshev and Pisarenko
      Discussion
      Today we can observe a significant civilizational movement, when Russia is
      increasingly moving away from the “Western countries”; against this background, a
      new interest in Eurasianist ideas has arisen (Druzhinin 2021), as well as the ideas of
      the “Siberianization” of the country (Karaganov 2024). As the results of our analysis
      show, Siberia has an advantageous geopolitical position due to its proximity to
      friendly countries, therefore Siberia becomes a platform for ensuring the internal
      economic stability of a country under siege by the Western thalassocratic bloc. The
      failure to finish creating the third industrial base with the center in East Siberia lead
      to the lack of industrial development of the vast territories beyond the Yenisei, the
      focus not on creating full-cycle production chains, but on the export of resources
      without a high degree of processing, the problems of developing transport and
      logistics capacities along the transit type along the Asia-Europe route. This negative
      feature of spatial development in the post-Soviet stage is clear now, when the military
      and strategically important industry of the country is primarily situated in the
      European part of Russia, in the proximity of the theater of military operations.
      At the same time, it is important to understand that political attitudes are extremely
      dynamic and depend mainly on government decisions and internal political events,
      which is why the presented structure is flexible. For example, the change of power
      in Argentina in 2023 turned the state’s policy almost 180 degrees from the desire to
      join BRICS towards increased foreign policy dependence on the United States and
      the “dollarization” of the country. The same processes could be observed during the
      periods of “color revolutions” of the 1990s-2010s. There are still countries in close
      proximity to both Russia and Siberia that have the potential for a sharp change in
      foreign policy course through a revolutionary path, for example, in Kazakhstan, or
      an evolutionary path, for example, in Mongolia. These two neighboring countries are
      located at the very core of the continent, and the dynamics of consolidation in the
      Eurasian space depend on the policies of these countries. In many ways, the project
      of Greater Eurasia will depend on Russia’s policy towards these two countries,
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                                          Measuring Unfriendliness and Remoteness
Conclusion
The division into unfriendly and friendly countries has a long historical tradition.
The modern “list of unfriendly countries” published by the Russian Foreign Ministry
is, from the economic side, a manifestation of the “policy of sanctions”, but from
the political side it is the successor to the American geopolitical tradition of
identifying “rogue countries” or “captive nations".
Analysis using the grading of geopolitical subjects on a scale of “friendliness-
hostility” shows the exact characteristics of the political attitude of countries. The
following changes were recorded for 2016-2024: increased hostility of European
countries, increased friendliness of the countries of Central and South Asia, static
relations with China, North Korea and Mongolia, and increased friendliness with
Turkey. The geopolitical situation requires constant monitoring due to the dynamism
recorded in this work.
                                                                                           215
      Fartyshev and Pisarenko
      The trends in geographic remoteness, which are only briefly reflected in this article,
      indicate many side effects of political decisions to change the status of border
      crossings or airspace. At the same time, economic distances shows the real difference
      in the distance of countries much more accurately than dividing countries according
      to an ordinal principle and should be used as a basis for geopolitical analysis. A
      tendency has been revealed that Siberia, in its general geographical understanding,
      has an advantageous geopolitical position due to its remoteness of more than 2500
      km from hostile entities, however, economically this is a disadvantage due to the long
      transport distance and high transport costs.
                                          Acknowledgements
      Research funded by Russian Science                 Foundation     №     23-77-10048,
      https://rscf.ru/project/23-77-10048/
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                                      Measuring Unfriendliness and Remoteness
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                                                                             219
Figure 2: Diagram of the distance between subjects of varying degrees of friendliness and hostility towards Russia, Siberia and the Siberian Federal District
                          https://doi.org/10.18485/ipsa_41_15.2024.7.ch12
Abstract
The given study applied dynamic topological network analysis with regime shifts to
international visits. Using this quantitative method, we demonstrated, how the degree of
connectivity between various countries has been affected by abrupt changes on the
international arena — like coronavirus pandemics. High-level officials’ visit hypergraphs
were compared between the first and the second quarter of 2020. Hypergraph database
allowed for modeling multilateral meetings sampled from the GDELT project materials.
Transforming them into simplicial and cell complexes allowed for applying a well-
established spatial computing method (one of the techniques employed by topological
data analysts) to international relations. Topological tools revealed key structural features
of pre- and early-Covid networks. Parallel interpersonal channels of communication
decreased in number after the pandemic start, and this regime shift was reflected in the
number of topological features. A “hole” discovered between France, Turkey and Nigeria
suggests emergence of considerable obstacles to communications between their leaders.
According to GDELT database, not only did they interrupt direct personal contacts, but
also no intermediary head of state personally visited all the three countries, hosted their
leaders or met them on a “neutral” territory.
Keywords:
1 Junior Researcher, Sochava Institute of Geography Siberian, Branch Russian Academy of Sciences;
Research Fellow, Department of European Integration Research, Institute of Europe, Russian Academy of Sciences
domanov.aleksey@gmail.com
2   Junior Researcher, Sochava Institute of Geography Siberian, Branch Russian Academy of Sciences
wetkidereva@gmail.com
      Domanov and Semenov
Introduction
      Fragmenting world politics increases the necessity to provide solid quantitative basis for
      analyzing the density of interactions between international actors. Being a trigger of
      major readjustment in global connections, Covid-19 pandemics provided researchers with
      rich material to understand, what changes in international connectivity resulted from
      restrictions related to this virus. We suggest approaching this phenomenon using
      topological network analysis.
      Hypothesis 2: the connectivity between France, Turkey and Nigeria decreased after the
      beginning of Covid-19 pandemics.
      The following sections describe our approach to network analysis and a sample selected
      from checked GDELT dataset. Furthermore, we compare two networks by a single global
      characteristic (representing increased sparsity in international connections around the
      world after Covid-19 pandemics start). Besides, connections between 3 specific countries
      and other states are characterized using the same networks with transformed edges.
      Connectivity between two states could be reflected in the frequency of friendly actions
      undertaken by the political elite of one country towards their counterparts abroad - e.g.
      visits. Two countries could be regarded as connected, if their leaders met (not only on
      their territories, but also in a neutral location). Therefore via these meetings a network of
      visits is created, which could have dense connectivity or high sparsity.
222
                                    Stochastic Count Processes and Hypergraph Databases
Randomness in this graph is not only observed spatially, but also temporally. Politicians’
external actions could be generalized as a process including probabilistic events, which
contribute to network density. Therefore the neighborhood of every node and the whole
graph stochastically evolves – edges are added at variable rate in various periods. If the
number of meetings is aggregated by timeslots, it is described as a count process.
This temporal model of contacts between actors theoretically allows for a simultaneous
drop in this frequency of negotiations. At the level of the whole network it could result
in decreased overall connectivity. This effect could have a long-lasting nature: some inertia
from the event, which caused that major reconfiguration, often remains tangible several
months or years after this date. Sometimes observers could register that the system
transitioned to a new mode of operation – underwent a regime shift. It is worth noticing
that not only some values of network nodes could endure changes (e.g., a decrease in the
GDP level due to a crisis), but also edge attributes or weights could be altered, and the
whole network could be rewired
In practice this dynamics of meeting probability could be witnessed at the start of Covid-
19 pandemics, which could accelerate decoupling between key international players. This
divergence could arise from inability to eliminate misunderstandings during personal,
offline contact (which became more difficult to organize because of health restrictions).
Information flow in the network could be hampered, because of disappeared direct
connections: although indirect duplicating circuits of interpersonal communication (visits
of intermediaries) and low-level meetings could remain, actors could withhold sensitive
information for several more months than usual – until it becomes possible to discuss
these issues personally in private.
As for quantitative characteristic of the “regime shift” in focus, meetings network could
become more sparse. Its density could decrease (following the number of edges) and
more messages could be delivered along bridges – intermediaries instead of direct
meetings. The pandemics start could have the disconnection effect depicted on Fig. 1: the
solid, black circuit between 3 partners could be replaced by indirect communications
(dotted contour).
                                                                                                223
      Domanov and Semenov
      For that purpose the stochastic processes related to political actors were sampled in order
      to conduct dynamic comparison between pre-Covid and early-Covid periods. It is worth
      noticing, that this “shift” has not been sudden (after 11 March 2020, when the World
      Health Organization declared Covid-19 a pandemic, some countries didn’t introduce full
      restrictions, and their presidents continued meeting each other). Therefore our network
      was divided at the end of March 2020 – into two windows by 3 months (equal periods in
      order to avoid unbalanced sampling) for the first quarter 2020 and the second quarter
      2020.
       Fig. 1. Personal communication channels in parallel to disappeared (dotted) connections between French, Turkish
                                                   and Nigerian leaders.
      A dataset, which could be divided into pre- and early-Covid-19 periods, has been
      collected by filtering and checking information from the Global Database of Events,
      Language and Tone (GDELT project) with the help of our colleagues I. Ivlev, V. Lazereg
      and V. Botvinkin. This is a catalog of media materials, which underwent speech
      recognition and natural language processing procedures [The GDELT Project].
224
                                            Stochastic Count Processes and Hypergraph Databases
Hypergraphs improve upon graph structures in the following way: they allow for
modeling connections between more than two vertices (in our case, multilateral
conferences including more than two state leaders). As hyperedges are not limited to
relations between two vertices (Fig. 2), hypergraphs could demonstrate that, for example,
strong connectivity could exist between NATO governments, judging by their decision to
conduct a roundtable discussion even if Turkish and Greek presidents would prefer not
meeting (bilaterally) some year because of their military tensions.
One could also represent the same multilateral meetings as generalized clique complexes -
simplicial and cell complexes. These are topological structures which could have groups
of vertices belonging to the same hyperedges – n-ary polyhedra. For instance, 2-simplices
for trilateral meetings, other types of cells – for summits with more than 3 participants.
                                                                                                     225
      Domanov and Semenov
      This database was analyzed with an emphasis on its topology. One of the methods
      suitable for this task is the topological data analysis (TDA). It is reputed for adopting a
      holistic perspective on samples: this is made possible by approaching the space
      constituted by individual elements.
      The TDA regards space as a set of objects with connections between them, and
      connections could be defined in abstract terms: any item could be considered close to
      another according to the researcher’s choice (following the “axiom of choice” in set
      theory), even if they are located 1000 km from each other. These relaxed assumptions
      about neighborhood allow for clarifying, how individual units (organized in triplets,
      polyhedra and other simplices) structure this space. The TDA formalizes this global
      relationship structure, and due to this operationalization a new information about it could
      be extracted from particular datasets.
      It is worth noticing, that the TDA is a multifunctional tool: it is applied to cases with
      established metric distances, or when contiguity between countries is not expressed in
      km. Topological perspective presupposes abstracting the network structure – analyzing it
      regardless of the vector space, in which it is embedded (e.g. constituted by geophysical
      locations of nodes). The TDA attempts at revealing fundamental properties inherent in a
      dataset’s shape, looks for phenomena, which are present at different measurement scales.
226
                                  Stochastic Count Processes and Hypergraph Databases
between large-scale and small networks, because sets with uneven number of objects are
approached in the same manner during the computation process.
Due to its focus on the dataset shape, the TDA is particularly instrumental for dynamic
comparisons. Indeed, various configurations of the same network at different time could
be inspected for major structural changes resulting from external influences or internal
tensions, while disregarding minor distinctions: e.g. related to a change in distances
between objects, if their relative locations remained the same – their order has been
preserved. Therefore the TDA appears to be useful to study the consequences of the
Covid-19 pandemics (regarded as an operator, which reshaped international networks),
and properties of a new early- or post-Covid configurations could be compared against
the parameters of the same system before this major shift.
In particular, many topological studies of continuous and discrete spaces share the same
topic: connectivity between points or individual objects. Expanding on observations
made by colleagues studying connection density and graph sparsity, topologists
emphasize, that connectivity or ruptures could be deformation-invariant: some places
could remain unaccessible after network configuration had changed due to a
mathematical operation or an event. Consequently, specific evaluation procedures were
elaborated in order to quantify and compare spaces by their interrelatedness.
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      like the minimum cut coefficient. Namely, the TDA is used to find points of
      multidimensional (and therefore intensive) communication between nodes – along
      handles –, and locate parts of a network lacking important links – where they are replaced
      by holes. The number of holes in a dataset could give an idea about the extent, to which
      the real network resembles an ideal fully-connected, dense graph. Researchers of
      dynamics could also count holes in order to evaluate, how many of these features
      disappeared after transformation (e.g. after network reshaping by the Covid pandemics):
      planes equivalent to “filled holes” taken into account in one of the earliest coefficients
      developed in topology – Euler characteristic/number.
      This quantitative method consists in looking for connected components including all the
      possible combinations of vertices (e.g. 2-simplices – trilateral meetings). Failure to find
      high-rank simplices could presuppose the existence of other topological features – holes.
      A hole between several meetings – (hyper-)edges of a network – could visualize parallel
      channels of communication. International configurations having these duplicating liaison
      circuits could have relatively high connectivity, whereas without this intermediaries
      (intermediate vertices) governments could have limited ways to exchange opinions). E.g.
      German government could get information about Latvian approach to the pandemic by
      using two channels:
               - indirect (during the bilateral meeting with Kersti Kaljulaid, Estonian president
      on 30 June 2020 about the results of Kaljulaid's recent visit to Latvia of 25 June 2020);
                - and direct (during personal meting with Krišjānis Kariņš, Latvian prime
      minister on 18 July 2020) - to check the information gathered from Estonia.
      Having compared the pre-Covid and early-Covid datasets, one could register a loss in the
      number of holes-circuits. Only 181 holes remained after the pandemics started, which
      could reflect a decrease in connectivity, i.e. confirm hypothesis 1. In particular, there is no
      evidence of any personal connection between leaders of any South-East Asian state with
      the rest of the world (whereas prior to Covid-19 these countries were fully integrated into
      global communications).
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interested in the absence or presence of contacts with these special nodes. Nevertheless,
binary arrays (one for every source node) are inspected for the same topological feature –
hole. In this case its existence could mean that some obstacles prevents all the countries
from reaching all these target states.
As France, Turkey and Nigeria had been selected as target nodes, the dataset was
recalculated into evidence about combinations of target countries, which had been
contacted by other governments during the studied periods. An edge was drawn on Fig. 1,
if, for example, US president contacted only two countries out of the given triple,
hyperedge or 2-simplex – if he met leaders of all the three target states (not necessarily at
a quadrilateral meeting – not only simultaneously between France, Turkey, Nigeria and the
US at the same table).
This approach has been established a decade ago to deal with accessibility problems - to
check if actors are able to reach some objects (Ghrist et al., 2012; general principles of
this approach were later applied to spatial computing: Derenick, Speranzon, Ghrist,
2013). To our knowledge, this approach has not been used in political geography yet.
Technically, this method presupposes computing persistent homology, which are often
visualized using persistence diagrams. These homological structures appear (are “born”)
during automatic step-by-step reconstruction of the cell complex – at recorded stages of
the layout process. Many features are cancelled out after further steps (e.g. a hole could be
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      covered because a “French-Turkish-Nigerian” simplex has been found – like the middle
      point on Fig. 4), but some remain for infinite time (“persist” till the upper line on the
      diagram).
      Therefore our hypothesis 2 would be confirmed, if the topological hole between France,
      Turkey and Nigeria remained till the end of our Covid computation, but eventually
      disappear (i.e. filled) in pre-Covid case. Fig. 4 and 5 demonstrate that this structure
      appeared during processing of both pre-Covid and Covid networks, but remained intact
      only for the 2nd quarter of 2020: the diagram for the beginning of 2020 shows, that this
      hole was filled (see the “short-lived” middle point) and at the same time a new topological
      feature appeared – the simplex which covered that hole (see the highest point).
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Discussion
In the given study hypergraphs of international high-level visits in the 1st and the 2nd
quarter of 2020 have been compared using topological data analysis. This quantitative
method has been applied to evaluate connections density prior to and after Covid-19
pandemics start.
Hypergraph databases and cell complexes have been used in order to model connections
between more than two states at the same time (e.g. at a multilateral conference). These
topological structures demonstrated, how simplices and holes could give a single dynamic
characteristic to the whole international network and take into account disconnection
(topological “holes”) between 3 or more entities.
Our conclusions about connectivity decrease (both globally and between France, Turkey
and Nigeria) have been derived by interpreting the same algebraic structures (“holes”) in
two opposite ways. For the first task of characterizing the whole network, holes
represented duplicating circuits of communication (so a loss of these intermediated
channels could mean fewer opportunities for sensitive data exchange). As for persistent
homology analysis after database transformation (computation, whether any country
leader established personal connections with all these 3 countries), the same topological
feature represented communication barriers between particular 3 actors.
Acknowledgement:
          The research was funded by the Russian Science Foundation (grant №23-77-
10048, https://rscf.ru/en/project/23-77-10048/)
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References
      Aktas M., Akbas E., Fatmaoui A., 2019. “Persistence Homology of Networks: Methods
      and Applications”. Applied Network Science 4 (61). doi: 10.1007/s41109-019-0179-3.
      Derenick J., Speranzon A., Ghrist R., 2013. "Homological Sensing for Mobile Robot
      Localization". IEEE International Conference on Robotics and Automation. IEEE: Karlsruhe,
      pp. 572-579, doi: 10.1109/ICRA.2013.6630631, ISSN: 1050-4729.
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