684 1367 1 SM
684 1367 1 SM
第 55 卷 第 4 期                                                                                                 Vol. 55 No. 4
                  JOURNAL OF SOUTHWEST JIAOTONG UNIVERSITY Aug. 2020
 2020 年 8 月
     Research Article
     Social Sciences
Received: April 24, 2020 ▪ Review: June 18, 2020 ▪ Accepted: July 25, 2020
           This article is an open access article distributed under the terms and conditions of the Creative Commons
                               Attribution License (http://creativecommons.org/licenses/by/4.0)
     Abstract
     The purpose of this research is to examine the influence of consumer sentiments on purchase intention
     toward foreign products and to determine which personality traits are responsible for the formation of
     consumer sentiments. In this study, we employed Structural Equation Modeling to test the research model
     using data collected from a survey of 400 young Vietnamese consumers in Ho Chi Minh City. The results
     provide empirical evidence of the positive impact of consumer cosmopolitanism and xenocentrism on
     consumers’ purchase intention toward foreign products. Furthermore, through this study, we indicated
     that certain personality traits shape consumer sentiments. Generally speaking, in the context of foreign
     consumption, there is an enhanced link between personality traits and purchase intention via the
     mediating role of consumer sentiments. Theoretical and managerial implications are also discussed.
     摘要: 这项研究的目的是检验消费者情绪对购买外国产品的意愿的影响,并确定哪些人格特质构
     成了消费者情绪的形成。在这项研究中,我们使用结构方程建模法,使用从对胡志明市 400 名越
     南年轻消费者的调查中收集的数据来检验研究模型。结果提供了经验证据,证明了世界主义和异
     域消费主义对消费者购买外国产品的意愿产生了积极影响。此外,通过这项研究,我们表明某些
     人格特质塑造了消费者的情绪。一般而言,在外国消费的背景下,人格特质与购买意愿之间的联
     系通过消费者情绪的中介作用而增强。理论和管理意义也进行了讨论。
     关键词: 人格特质消费者世界主义消费者民族中心主义消费者异国主义购买意向
  2     Pham and Nguyen / Journal of Southwest Jiaotong University/ Vol.55 No.4 Aug. 2020
field have suggested that there is a negative        positioning (GCCP) while negatively related to
relationship between patriotic trait and consumer    local consumer culture positioning (LCCP). Thus,
xenocentrism [14], [20], [29]. Thus, we propose:     we propose:
H2b:       Patriotism     negatively    influences   H3a: World-mindedness negatively influences
Consumer Xenocentrism.                               Consumer Ethnocentrism.
It has been suggested that patriotism is a human     H3b: World-mindedness positively influences
trait that directly influences consumer purchase     Consumer Xenocentrism.
intention and actual purchase behavior toward        A great deal of research has confirmed that there
domestic products. This relationship has been        is a positive relationship between world-
confirmed in cross-country studies involving         mindedness and consumer cosmopolitanism [1],
consumers in Saudi Arabia [38], Malaysia [39],       [4]. World-mindedness is a personality trait that
[40], and India [41]. Hence, it has been argued      generates a person’s worldview regarding
that patriotism has a negative influence on          problems of humanity, and, because of that,
purchase intention and actual purchase of foreign    researchers have argued that world-mindedness
products [14]. This has also been found to be true   contributes     significantly     to    consumer
with Hong Kong consumers [42] and American           cosmopolitanism. The role of world-mindedness
consumers [43]. Thus, we propose                     as a main antecedent in this formation has been
H2c: Patriotism negatively influences Purchase       empirically found in previous studies [47], [48].
Intention toward foreign products.                   Thus, we propose:
World-mindedness: This has been defined as a         H3c: World-mindedness positively influences
“world-view of the problems of humanity” [13].       Consumer Cosmopolitanism.
More specifically, if cultural openness describes    World-mindedness has long been suggested as a
the chances of one benefiting from exposure and      key personality trait that positively impacts a
interaction with other “out-groups,” world-          consumer’s willingness to buy foreign products
mindedness is a “state of mind” where                [49]. Later, studies of the Netherlands market
“consumers use humankind as their fundamental        empirically confirmed the contribution of world-
reference group instead of their own                 mindedness on purchase intention toward non-
nationalities” [44]. That means that consumers       local products [47]. Thus, we propose:
might exhibit world-mindedness even if they had      H3d: World-mindedness positively influences
not been in touch with foreigners or traveled        Purchase Intention toward foreign products.
abroad.                                              Materialism is defined as a personality trait
World-minded consumers often evaluate                which regards possessions as symbols of success,
products based on merit instead of origin due to     where possessions occupy a central part of life
their mankind reference [38]. They often evaluate    [50]. As a result, people who constitute
products based on merit instead of origin [29].      materialism also mean holding the belief that
Others have argued that world-mindedness is a        more possessions lead to more happiness.
personality trait accounting for the formation of    Materialistic people believe that the centrality
consumer sentiments toward a nation, which will      part in one’s life is possessiveness, and even in
be impacted differently by ethnocentrism and         the most extent, they use possessions as ways to
xenocentrism depending on the degree of              infer success toward others [1].
development of the consumer’s nation [13]. In        For long, the research of materialism is
developing or emerging countries, which are the      prominent to explain consumer sentiments
subjects of this study, consumers tend to respond    toward globalization [1] and empirically, many
favorably to products from developed nations         theorists have attached global culture to
since they perceive these products as more           materialism [51], [52]. Materialism is associated
qualified [4]. Hence, consumers with a higher        with possessions achievements as life’s
level of world-mindedness would probably             satisfaction and happiness, and hence this
express higher consumer xenocentrism and lower       personality trait is solely depended on
consumer       ethnocentrism.     The     negative   individual’s belief about which possession is
relationship between world-mindedness and            life’s achievement. There is inconsistent among
consumer ethnocentrism was empirically verified      studies     regarding     relationship   between
in Jordanian consumers [45] and other research       materialism and consumer sentiments in different
found a positive relationship between world-         contexts. Materialism positively influences
mindedness and xenocentrism [46]. Another            consumer ethnocentrism [13], which is
study [47] posited that world-mindedness was         compatible with [53] studying on four developed
positively related to foreign consumer culture       countries, including: the U.S., Mexico, France,
positioning (FCCP) and global consumer culture       and Australia. Reliance on three dimensions is
                                                                                                        5
made in [13], (e.g.: possessiveness, non-            versions [67]. Other demographic questions (e.g.:
generosity and envy). It is suggested in [54] to     age, gender, education level, etc.,) also included
argue for the association between materialism        in the survey. Pilot study with 20 respondents
and consumer ethnocentrism. However, on the          was conducted to minimize any error or
other hand, the positive relationship between        misunderstanding may occur before widely
global culture and materialism in the context of     contributed. Structural Equation Modeling (SEM)
developing countries has been found in various       was performed followed two-stage process
studies [55] as well as negative or in-significant   suggested by [68] using AMOS 20 software. At
relationship between materialism and local or        first, the research model was assessed to ensure
national consumer culture [56]. It is argued that    the reliability and validity test through
the correlation between materialism and              Exploratory Factoring Analysis (EFA) and
consumer] sentiments depended on which               Confirmatory Factoring Analysis (CFA) tests.
cultures (global or local) have been attached with   Then, model fit criteria recommended by [69].
status on consumers’ perception in examined          were applied for both measurement and structural
markets [14]. In developing and emerging             model in SEM test.
countries,    cosmopolitan      and    xenocentric
consumers are less national and more global, and     IV. RESULTS AND DISCUSSION
would probably response proactively to global or     A. Description of the Research Sample
foreign products [1], [14]. Thus, as this study         Data was collected by quota convenience
takes place in Vietnam context, we propose:          sampling, in which respondent must be satisfied
H4a: Materialism negatively influences               three criteria, included: (1) students in
Consumer Ethnocentrism.                              colleges/universities; (2) having experience in
H4b:      Materialism      positively   influences   buying foreign products before; and (3) living
Consumer Cosmopolitanism.                            and working in Ho Chi Minh City. There were
H4c:      Materialism      positively   influences   700 surveys distributed, but the usable ones were
Consumer Xenocentrism.                               only 400, achieved the response rate at 57%.
Materialism has been pointed out as a crucial
personality for arguing various purchase intention   Table 1.
attached with value and status [57]. Previous        Sample description
                                                      N=400                                      N     %
empirical researches have been confirmed for the
                                                                          Male                  129   32.2
significant relationship between materialism and     Gender
                                                                          Female                264    66
material buying, such as: foreign apparel                                 LGBT                    7   1.8
products [58], [59]; splurge consumption [60];       Age                  From 18 to 30         400   100
luxury items purchase [61], [62]; conspicuous        Marital status
                                                                          Single                380    95
consumption [63]; online fashion consumption                              Married                20    5
                                                                          Vocational training     8    2
[64]; and counterfeit products [65], [66]. Thus,     Education level
                                                                          College/ University   392    98
we propose:                                                               Dependent             339   84.8
H4d:      Materialism      positively   influences   Income
                                                                          Independent            61   15.2
Purchase Intention toward foreign products.
                                                     Initially, Cronbach’s Alpha was assessed to
III. METHODOLOGY OF THE                              examine the internal consistency of items in
     RESEARCH                                        measurement scales. The recommended cut-off
    This study has been approached by                value is 0.7 but larger 0.6 is still accepted [69].
quantitative research methodology. After             Given a large sample has been collected, it is
hypotheses have been developed from literature       possible to conduct both EFA and CFA tests [68].
review, questionnaire will be designed to collect    The data set was split into two equal data sets
data for analysis. Reflective measurement scales     (n1=200 and n2=200) used for each test, as
were adapted to conceptualize constructs in the      suggested by [68], to examine the validity. An
study. Applied scales were selected and filtered     EFA was conducted to determine the underlying
to get the most appropriate ones for Vietnam         structure among the variables in the analysis. The
context. Each variable in all constructs was         research result achieved accepted recommended
measured by Likert scale, anchor from 1              criteria: (1) KMO = 0.795 (>0.5); (2) Total
classified as strongly disagree to 5 classified as   variance explained = 50.529 (>50); (3) Variables
strongly agree. The questionnaire was originally     that cross-load and load less than 0.3 will be
in English, translated into Vietnamese, then back-   excluded.
translated into English by two native researchers        A CFA was conducted to examine
Vietnamese to ensure the validity between two        measurement model with six constructs identified
  6          Pham et al. / Journal of Southwest Jiaotong University/ Vol.55 No.4_Aug. 2020
by the EFA. Two items from World-mindedness              I prefer to buy foreign made products.           .783
and Consumer Cosmopolitanism have been                   All other things being equal, I prefer to
                                                                                                          .686
                                                         buy foreign products.
excluded for unsatisfying standardized regression        I find that I enjoy using foreign made
weight [68]. The CFA result suggested the                                                                 .807
                                                         products more than local.
measurement model for Vietnamese students’               I get a better feeling from buying a
                                                                                                          .812
respondents received accepted model fit: χ2[413]         foreign made product than local.
= 785.568 (p <.001), χ2/df=1.902 (good),                 Purchase Intention toward foreign products      (α=.879,
                                                         CR=.889, AVE=.669)
CFI=0.872 (permissible), GFI=0.808, AGFI=0.77,
                                                         I would feel guilty if I bought a
RMSEA=0.067 (moderate) [68]. All factor                                                                   .660
                                                         Vietnamese product.
loadings were sufficient (>0.5) and significant          I would never buy a Vietnamese product.          .833
(p<0.001). Average Variance Extracted (AVE) is           Whenever available, I would prefer to
                                                                                                          .907
higher than 0.5 but still accept less than 0.5 if        buy products made in Vietnam.
Composite Reliability (CR) is higher than 0.6, the       I do not like the idea of owning
                                                                                                          .851
                                                         Vietnamese products.
convergent validity of the construct is still
adequate [70]. Discriminate validity of the
                                                         The recommended fit indicated that the structural
constructs was supported.
                                                         model in SEM test was accepted [68]: χ2[420] =
Table 2.                                                 904.691 (p <.001), χ2/df=2.154 (good),
Summary construct measurements                           CFI=0.907       (traditional),      GFI=0.872,
                                          Standardized   AGFI=0.849       (accepted),    RMSEA=0.054
      Latent variables and Observed
                                              Factor     (moderate), SRMR=0.06 (accepted).
                Indicators
                                             loading
Patriotism (α=.903, CR=.911, AVE=.632)                   B. The Results of the Test Hypotheses
I love my country.                             .782      Table 3.
I am proud to be my country citizen            .839      The Results of the Test Hypotheses
I feel a great pride in that land.             .807                                              Standardized     p-
                                                                        Relationship              Coefficient    value
It is not that important for me to serve my              H1b: COS positively  PI                   .249         ***
                                               .770
country.
                                                         H1c: XEN positively PI                    .423         ***
When I see my country’s flag flying I feel
                                               .783      H2a: Patriotism positivelyCET              .55         ***
great.
                                                         H2b: Patriotism negativelyXEN            -.187         ***
When I hear anthem singing I feel great.       .786
                                                         H3c: Worldminded-ness positively COS      .277         ***
Worldminded-ness (α=.644, CR=.65, AVE=.4)
There should be replaced by one central
                                               .689      H4c: Materialism positively XEN           .46          ***
government.
Should be global citizen than one.             .762      ***: p<0.001
Immigration should be controlled by an                       The research has achieved stated objectives
                                               .379
international organization                               in: (1) determine the antecedent’s role of human
Materialism (α=.739, CR=.759, AVE=.354)                  personality traits in the formation of consumer
I like a lot of luxury in my life.           .531
Buying things gives me lots of pleasure.     .633        sentiments toward a nation (2) estimate the
Life would be better if I owned certain                  influence level of positive and negative
                                             .645
things I don’t have.                                     sentiments of Vietnamese young city consumer
I admire people who own expensive
                                             .639        on purchase intention toward foreign products.
possession.                                                  This research has confirmed the positive
I’d be happier if I could afford more
things.
                                             .713        relationship between consumer cosmopolitanism
I like to impress people                     .334        and consumer xenocentrism with purchase
Consumer Ethnocentrism (α=.813, CR=.831, AVE=.502)       intention toward foreign products. Cosmopolitans
Should buy Vietnamese products to
                                             .710
                                                         are perceived to be more international and likely
promote local economy                                    to attach with international values. Thus,
Should only import products that can not
                                             .545        cosmopolitans are favorably responsive with
produce in Vietnam
Buying local products contributes to                     global consumer products and tend to have higher
                                             .636        intention in purchasing foreign products.
maintain local employment
Should place priority on buying
                                             .901
                                                         Moreover, consumers who constitute out-group
Vietnamese products                                      reference like xenocentric ones will definitely
It is better to buy Vietnamese products      .702        show favorable feeling toward purchase non-
Consumer Cosmopolitanism (α=, CR=.756, AVE=.513)
I satisfy my curiosity by purchasing
                                                         local products. Nonetheless, this research has not
                                             .815        found any significant effect of consumer
products from that culture.
I like to buy products that not typically                ethnocentrism on purchase intention toward
                                             .564
available in Vietnam.                                    foreign products even negative magnitude. This
I enjoy getting a taste of other cultures by             implies the reality that consumer ethnocentrism is
                                             .747
purchasing foreign
Consumer Xenocentrism (α=.726, CR=.856, AVE=.599)
                                                         a reliable predictor for the acceptance of local
                                                                                                    7
product but not a consistent predictor for the        consumer xenocentrism and this attitude is
rejection of foreign ones. Therefore, this study      confirmed to have positive impact on purchase
has raised an important recommendation for            intention toward foreign products. Thus, foreign
multinational companies (MNCs) in their               companies could not ignore patriotism as before
strategies     emphasizing      on     ethnocentric   since higher consumer xenocentrism will be
consumption in Vietnamese young market                beneficial for foreign products while the level of
because this sentiment does not directly influence    consumer xenocentrism is dependent on the
on consumer purchase intention toward foreign         inverse magnitude of patriotism. Higher
products. The findings once again are in line with    patriotism could lead to higher consumer
previous international marketing literature           ethnocentrism but lower consumer xenocentrism;
regarding the role of consumer sentiments             thus, this personality trait should be applied
towards nations in predicting consumer behavior.      carefully by foreign companies because higher
    Although previous researches have suggested       one could not support for purchase intention
that personality shape consumer sentiment, no         toward foreign products while effort in lowering
attempt has so far been made to simultaneously        this characteristic could lead to the opponent of
examine the role of specific trait on different       target markets.
sentiments. This study clearly indicates that             World-mindedness in this research has only
certain personality traits work as antecedents on     positively impact on consumer cosmopolitanism.
the formation of positive and negative sentiments     This result is confirmed in across previous
in Vietnamese young market. Hence, managers           studies [44], [47], [48]. However, this study has
should also take into consideration target            not found the relationship between world-
audience’s personality traits when devising           mindedness and consumer ethnocentrism like
strategies for promotional advertisings.              what has been found in [44] and suggested in
    Patriotism has been found in this study as        [13]. World-mindedness does not contribute to
main driver of consumer ethnocentrism, and this       the formation of consumer ethnocentrism of
finding is compatible with previous authors [13],     Vietnamese young consumers and this conclusion
[35], [39]. Patriotic consumers do put a great care   is, on the other hand, compatible with [32]. In
for their nations and thus would be proud of          addition, this characteristic has been also
being their citizens and likely take their country    insignificant influence consumer xenocentrism,
as main preferences when evaluating products.         given the fact that xenocentric consumers tend to
This preference helps to contribute for the           favor out-group and support for purchasing
formation of positive sentiment toward one’s          foreign products. However, taken back to the
nation. The finding has confirmed that patriotism     literature review, as argued in [13], a person
as an antecedent personality trait that account for   could be world-minded but does not necessarily
consumer ethnocentrism in Vietnamese young            interact with other cultures. World-mindedness is
market. Moreover, the authors also find out           distinct from “cultural openness”, and thus a
patriotism has negative impact on consumer            world-minded consumer often uses “mankind” to
xenocentrism, which means that the lower              react with events but does not mean he/she takes
patriotism in an individual, the more likely he/she   foreign factor as reference. This research has
will take other nations as their main preference      supported for world-mindedness as another
when evaluating products or service rather than       antecedent trait of consumer cosmopolitanism.
their own society. Patriotism also serves as main     The study suggests for foreign firms emphasizing
personality trait that explains for consumer          on world-mindedness personality if they would
xenocentrism in youth Vietnamese and this             like to increase the tendency of cosmopolitanism
finding has been rarely mentioned in previous         in Vietnamese young consumption. Managers
studies.                                              should bear in mind that a consumer does not
    However, consumer ethnocentrism has been          need to interact with foreign countries but still
found not having any influence on purchase            express positive attitude toward non-local
intention toward foreign products. On this point,     products and through the influence of world-
foreign companies could argue that they do not        mindedness. This is a significant finding for
need to care about the level of consumer              MNCs operating or intending to operate in
ethnocentrism in Vietnamese young consumers           Vietnam. MNCs could use promotional strategies
since it does not relate to foreign products’         emphasizing world-mindedness in consumers to
purchase intention and thus those companies do        increase levels of consumer cosmopolitanism,
not have to impact patriotism. However, the           which would consequently impact their purchase
interesting point in this study is that patriotism    intentions toward foreign products.
has been found having negative influence on
  8        Pham et al. / Journal of Southwest Jiaotong University/ Vol.55 No.4_Aug. 2020
    Materialism is defined to the extent of how an    intention toward foreign products. It suggests
individual’s personality is attached to possessions   personality traits (e.g: patriotism, world-
as personal happiness and success. This research      mindedness, and materialism) are prominent
has confirmed the positive relationship between       antecedents     of     consumer      ethnocentrism,
materialism and consumer xenocentrism but has         cosmopolitanism, and xenocentrism. These
not confirmed the relationship between consumer       consumer sentiments are confirmed as predictive
ethnocentrism and xenocentrism. This result           factors of actual behavior, especially purchase
appears to be compatible with results from some       intention.     This     research      could      help
authors and incompatible with others. For             managers/practitioners        understand       which
example, materialism is confirmed to positively       characteristics could lead to consumer sentiments
relate with consumer ethnocentrism [1], [13], as      so that strategies could be leveraged to expand
well as consumer cosmopolitanism, but this            their target consumer segments. It is also noted
research found no relationship. The results are       that antecedent personality traits do not directly
different among authors and are explained by the      influence consumers’ purchase intentions.
different attachment with status across markets.      Therefore, these research findings are beneficial
In developing/emerging countries like Vietnam,        for not only academics on providing additional
materialistic consumers have higher tendencies to     empirical results in this field and setting up initial
view their home cultures as inferior and to have      groundwork in emerging markets, but also for
positive biases with foreign countries [56]. To       managers/practitioners operating in the Vietnam
these consumers, foreign products possess a           market to strategically plan for their products.
higher status and quality. Thus, materialism is
confirmed as a personality trait of consumer          REFERENCES
xenocentrism, in which consumers develop the          [1] CLEVELAND, M., LAROCHE, M., &
sentiment to judge foreign products as more           PAPADOPOULOS,               N.        (2009)
superior compared with local ones. The
                                                      Cosmopolitanism, consumer ethnocentrism,
managerial implication for foreign companies is
using promotional materials and advertisements        and materialism: An eight-country study of
to increase xenocentrism, which will result in        antecedents and outcomes. Journal of
higher foreign purchase intentions in young           International marketing, 17(1), pp. 116-146,
Vietnamese consumers.                                 doi:10.1509/jimk.17.1.116
    Furthermore, this research has confirmed the      [2]     NGUYEN, N.T., TRAN, T.T.,
non-existence of a direct relationship between        WANG, C.N., & NGUYEN, N.T. (2015)
patriotism, world-mindedness, and materialism         Optimization of strategic alliances by
on purchase intention toward foreign products.        integrating DEA and grey model. Journal of
Even so, the influence is found through the           Grey System, 27(1), pp. 38-56.
mediation effect of consumer sentiments,
                                                      [3]     NGUYEN, N.T., TRAN, T.T., &
especially cosmopolitanism and xenocentrism.
                                                      WANG, C.N. (2015) Management styles and
Unlike other previous studies’ [1], [44] findings
that consumers’ characteristics could have a          organizational effectiveness in Vietnam: A
significant and direct impact on their purchase       comparison in terms of management
intentions, this study found that consumer            practices between state-owned and foreign
sentiments play a role in mediating the               enterprises. Research in World Economy,
relationship between human personality traits and     6(1), pp. 85-98.
their purchase intentions. In other words,            [4]     RIEFLER,                          P.,
characteristics did not directly lead to the          DIAMANTOPOULOS, A., & SIGUAW,
behavior but did lead to development of               J.A. (2012) Cosmopolitan consumers as a
consumer sentiments. Therefore, MNCs could            target group for segmentation. Journal of
aim to affect consumers’ sentiments to change         International Business Studies, 43(3), pp.
their behaviors; they could leverage promotional
                                                      285-305, doi:10.1057/jibs.2011.51
strategies appealing to antecedent personality
traits.                                               [5] WANG, C.N., NGUYEN, N.T., & TRAN,
                                                      T.T. (2014a) An empirical study of customer
IV. CONCLUSION                                        satisfaction towards bank payment card
   This     research  provides    managerial          service quality in Ho Chi Minh banking
implications for marketers, especially those          branches. International Journal of Economics
working in MNCs/firms in the Vietnam market,          and Finance, 6(5), pp. 170-181.
since it takes into consideration purchase
                                                                                             9
[40]    NGUYEN, N. T., & TRAN, T. T.             [48]    WANG, C. N., NGUYEN, N. T., &
(2019b). Raising opportunities in strategic      TRAN, T. T. (2015). Integrated DEA models
alliance by evaluating efficiency of logistics   and grey system theory to evaluate past-to-
companies in Vietnam: a case of Cat Lai          future performance: a case of Indian
Port.       Neural       Computing        and    electricity industry. The Scientific World
Applications, 31(11), pp. 7963-7974.             Journal, 2015,     Article    ID      638710,
[41]    WANG, C.N., NGUYEN, N.T., &              doi:10.1155/2015/638710
TRAN, T.T. (2014b) The study of staff            [49]    CRAWFORD, J. C., & LAMB Jr, C.
satisfaction in consulting center system-A       W. (1982) Effect of worldmindedness among
case study of job consulting centers in Ho       professional buyers upon their willingness to
Chi Minh City, Vietnam. Asian Economic           buy foreign products. Psychological Reports,
and Financial Review, 4(4), pp. 472-491.         50(3),              pp.              859-862,
[42]    IAN, Y.P.        (2012)   Interactive    doi:10.2466/pr0.1982.50.3.859
relationship     of     Country-of-Assembly,     [50]    CHAN, K., & PRENDERGAST, G.
Consumer Product Involvement, and                (2007) Materialism and social comparison
Consumer Patriotism on Product Evaluation        among adolescents. Social Behavior and
and Purchase Intention among Hong Kong           Personality: an International Journal, 35(2),
automobile owners. Doctoral dissertation,        pp. 213-228, doi:10.2224/sbp.2007.35.2.213
Hong Kong Baptist University Hong Kong.          [51]    CLEVELAND, M., LAROCHE, M.,
[43]    NGUYEN, N.T. (2019) Optimizing           & PAPADOPOULOS, N. (2016) Global
Factors for Accuracy of Forecasting Models       consumer culture and local identity as drivers
in Food Processing Industry: A Context of        of materialism: an international study of
Cacao Manufacturers in Vietnam. Industrial       convergence and divergence. In Looking
Engineering & Management Systems, 18(4),         forward, looking back: drawing on the past
pp. 808-824.                                     to shape the future of marketing (pp. 479-
[44]    RAWWAS, M.Y., RAJENDRAN,                 479). Springer, Cham, doi:10.1007/978-3-
K.N., & WUEHRER, G.A. (1996) The                 319-24184-5_119
influence     of    worldmindedness       and    [52]    GONZALEZ-FUENTES, M. (2019)
nationalism on consumer evaluation of            Millennials’ national and global identities as
domestic and foreign products. International     drivers of materialism and consumer
Marketing Review, 13(2), pp. 20-38.              ethnocentrism. The Journal of Social
doi:10.1108/02651339610115746                    Psychology,      159(2),    pp.      170-189,
[45]    AL GANIDEH, S. F., EL REFAE,             doi:10.1080/00224545.2019.1570904
G., & AL OMARI, M. (2012) Antecedents to         [53]    CLARKE, I., SHANKARMAHESH,
consumer ethnocentrism: a fuzzy logic-based      M.N., & FORD, J.B. (2000). Consumer
analysis study. Journal of Administrative        ethnocentrism, materialism and values: a four
Sciences and Technology, 2012, 1-14,             country study. In American Marketing
doi:10.5171/2012.693619                          Association. Conference Proceedings (Vol.
[46]    DOUGLAS, S. P., BECKMANN,                11,                  p.                  102),
S.C., BOTSCHEN, G., BOTSCHEN, M.,                doi:10.1108/02651330610660065
FRIESE, S., & NIJSSEN, E. (2000) The             [54]    BELK, R.W. (1984) Three scales to
Worldminded       Consumer:      An     Emic     measure constructs related to materialism:
Exploration. Association for Consumer            Reliability, validity, and relationships to
Research Proceedings, Salt Lake City.            measures of happiness. ACR North American
[47]    NIJSSEN, E. J., & DOUGLAS, S. P.         Advances, 11(1), pp. 291-297.
(2011). Consumer world-mindedness and            [55]    PILIGRIMIENĖ,           Ž.,         &
attitudes toward product positioning in          KAZAKAUSKIENĖ, G. (2016) Relations
advertising: An examination of global versus     Between       Consumer        Ethnocentrism,
foreign versus local positioning. Journal of     Cosmopolitanism         and     Materialism:
International Marketing, 19(3), pp. 113-133,     Lithuanian Consumer Profile. In Business
doi:10.1509/jimk.19.3.113                        Challenges in the Changing Economic
 12       Pham et al. / Journal of Southwest Jiaotong University/ Vol.55 No.4_Aug. 2020