Abstract Concepts & Social Learning
Abstract Concepts & Social Learning
                                                     & 2018 The Author(s) Published by the Royal Society. All rights reserved.
link between activation of the mouth motor representation             (c) Evidence on mouth motor system activation during                  2
and metacognitive feeling that we need others’ competence
                                                                          abstract concept learning and processing
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to enrich our concepts [11–14].
                                                                      In this section, we will overview studies performed to test the
                                                                      hypothesis that AC processing involves the mouth more than
                                                                      does concrete concept processing. First, we found facilitation
2. Abstractness, linguistic and social input and                      of mouth responses in studies on learning of novel/artificial
   mouth motor system involvement                                     categories in adults. We operationalized concrete categories
                                                                      as having a single, concrete object as referent, rich in percep-
(a) Why language is important for abstract concepts                   tual features; abstract categories were instead operationalized
The view that language is important for AC representation is          by multiple interacting elements (e.g. small cylinders moving
not new. According to the dual-coding theory [15], concrete           in spirals and then knocking against each other) [28]. Once
RT difference M – H (ms)
                                                                                                                                                                                        rstb.royalsocietypublishing.org
                       1200
            RTs (ms)   1000                                                                                                            150
                        800
                                                                                               keyboard
                        600                                                                    microphone
                        400                                                                                                             50
                        200
                          0
                              abstract words   concrete words                                                                                    abstract words   concrete words
1700
1600
1500 never
                                                                                   2–3 years
                                                                            1400
                                                                                    <2 years
                                                                            1300
                                                                                        abstract       concrete                              emotional
                                                                                         words          words                                 words
Figure 1. Interactions between response effector and kind of concept showing a facilitation of the mouth responses with abstract concepts. (a) Property verification
task (from Borghi et al. [28]). Interaction obtained with novel categories. (b) Definition– word matching task (from Borghi & Zarcone [29]). Interaction obtained
with real categories. (c) Semantic categorization task (from Barca et al. [30]). Interaction between pacifier use and kind of concept, revealing longer response times
(RTs) with abstract concepts for late-users of pacifier. (Online version in colour.)
children who overused the pacifier produced fewer free                                                                   The role played by the two mechanisms can be disen-
associations (the only feature more frequent in abstract than                                                        tangled with the help of a further study [30]. We asked
in other concepts), fewer emotional, experiential and interac-                                                       8-year-olds with a different history of pacifier use to perform
tive relations, and slightly more subordinates. The results                                                          a semantic categorization task: they had to press a different
suggest that overuse of pacifier during language acquisition,                                                        key on the keyboard if the word displayed on the screen
even if it does not affect accuracy in defining words, influ-                                                        referred to an animal or to something else. The non-animal
ences later conceptualization: it is namely correlated with a                                                        words were our critical items: abstract, concrete and
less marked distinction between emotional and concrete                                                               emotional words. Response times analyses revealed that
words, and between concrete and abstract words.                                                                      children who overused the pacifier processed abstract
    Two different mechanisms might be responsible for this                                                           words slower than all other children. Given that the effect
phenomenon: mouth motor system interference and facial                                                               was specific for ACs and did not involve emotional ones,
mimicry. The mouth motor system interference one is based                                                            the result is consistent with the view that pacifier overuse
on the WAT proposal: by keeping the mouth actively occu-                                                             interferes with processing of ACs and influences their
pied, the pacifier would hinder the benefits of linguistic                                                           representation.
input, which is particularly crucial to learn ACs, and to                                                                The interference effect elicited by active engagement
rehearse the word and/or its explanation via inner speech.                                                           of the mouth during AC processing is also revealed by
Inner speech can also serve as vehicle to metacognition, pre-                                                        another recent study [35] in which adult participants rated
paring children to interact with others when they feel scarcely                                                      complexity and pleasantness of abstract and concrete
confident on their knowledge (see later discussion on                                                                concepts. When participants chewed gum, perceived plea-
metacognition).                                                                                                      santness of ACs decreased and perceived complexity of
    Alternatively, the reduced facial mimicry induced by                                                             ACs increased compared with concrete concepts. Gum chew-
pacifier use might reduce motor resonance with others,                                                               ing has been associated with reduction of nociception and
thereby making the grounding of emotional concepts more                                                              increase of alertness, while it is debated whether it increases
difficult. Importantly, the two mechanisms are not in contrast                                                       calmness and contentedness (e.g. [36]). If the mood change
and might even overlap. However, we are inclined to think                                                            induced by gum chewing had an effect on performance, we
that they play a different role for abstract and emotional                                                           should find a general increase of pleasantness ratings and a
words. We hypothesize that the mouth motor system interfer-                                                          decrease of difficulty ratings, but we found the opposite,
ence mechanism concerns specifically abstract words, in line                                                         and the effect was specific for ACs. We are, therefore, inclined
with the WAT view, while the facial mimicry one concerns                                                             to believe that the effect is not due to mood or alertness modi-
emotional words, in keeping with evidence showing a                                                                  fications but rather, as predicted by WAT, to the interference
relationship between pacifier use and development of                                                                 induced by actively moving the mouth, which conflicts with
emotional competence [34].                                                                                           activation of the mouth during AC processing.
(d) Mechanisms underlying mouth motor system                          neural evidence on the role of both semantic and phono-             4
                                                                      articulatory aspects of language for ACs. Consistently,
    activation
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                                                                      meta-analyses and functional magnetic resonance imaging
The mouth activation with abstract words, leading to facili-          (fMRI) studies have shown a higher left-hemispheric acti-
tation if the mouth is a response effector or to interference if      vation, determined by stronger activation of the left inferior
the mouth is actively occupied during word processing,                frontal gyrus, typically associated with phonological working
could be due to three different mechanisms: (1) the re-               memory, left middle temporal gyrus [41], anterior superior
enactment of the experience of conceptual acquisition, which          temporal sulcus [42], and superior temporal gyrus, associated
typically occurred through the linguistic mediation, in a             with acoustic experience [43].
social context. (2) The re-explanation to oneself of the word
meaning, possibly through inner speech [26]. (3) The
preparation to ask others for information on word meanings            3. Kinds of concepts, inner grounding and
                          AoA
             AoA
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                                      EMONEG
                                ABS
             ABS
                                               EMOPOS
       EMONEG
                                                        SOCIAL
          EMOPOS
SOCIAL
META
                                                                        TASTE
           META                                                                                                                                                           ABS
                                                                                       OLFACTION
           TASTE                                                                                                                                              MoA               CNR
                                                                                HEAR
           HEAR
                                                                                                                                                              BOI               AoA
                                                                                                   EMO
                                                                                                                                                                          IMG
                                                                                                         TOUCH
            EMO
                                                                                                                 CNR
            CNR                                                                                                                                 SOC
                                                                                                                                                                                              abstractness
                                                                                                                       INT
             INT
                                                                                                                             SIGHT
                                                                                                                                                        SIG                           EMON
                                                                                                                                                                                              inner grounding
           SIGHT
                                                                                                                                                                                              valence
                                                                                                                                       IMG
             IMG                                                                                                                               TAS                  TOU
                                                                                                                                                                                              senses
             BOI
                                                                                                                                                       OLF                            EMOP
                                                                                                                                                                                              social
                 .0
                .9
                 .8
                .7
                .6
                .5
                 .4
                 .3
                 .2
                 .1
                                                                            0
                                                                                   1
                                                                                   2
                                                                                   3
                                                                                   4
                                                                                   5
                                                                                   6
                                                                                   7
                                                                                   8
                                                                                   9
                                                                                   0
                                                                                0.
                                                                                0.
                                                                                0.
                                                                                0.
                                                                                0.
                                                                                0.
                                                                                0.
                                                                                0.
                                                                                0.
                                                                                1.
              –1
              –0
              –0
              –0
              –0
              –0
              –0
              –0
              –0
              –0
Figure 2. From Villani et al. [6]. (a) Correlation matrix describing correlations between each of the individual dimensions. (b) Network representing latent factors
and correlations. AoA, age of acquisition; ABS, abstractness; EMONEG/EMON, negative emotion; EMOPOS/EMOP, positive emotion; SOCIAL/SOC, social valence; META/
MET, metacognition; HEAR/HEA, hearing; EMO, emotional valence; CNR, concreteness; INT, interoception; SIGHT, vision; IMG, imageability; BOI, body – object
interaction; SIG, sight; TOU, touch; TAS, taste; OLF, olfaction. (Online version in colour.)
(b) Metacognition                                                                                                                    especially in abstract domains, such as God, death and life,
Inner grounding in general, and metacognition in particular,                                                                         and to monitor their competence [47]. We hypothesize that this
can be important mechanisms useful to distinguish between                                                                            form of metacognition increases with the increase of the abstract-
abstract and concrete concepts, and also to identify different                                                                       ness level, and that it might explain the activation of the mouth
kinds of ACs. We identify two forms of metacognition that                                                                            motor representation. The idea that language can provide access
might characterize ACs. General metacognition concerns more                                                                          to grounding is compatible also with the recent fMRI finding [48]
generally the tracking of states and processes occurring in                                                                          that ACs activate both linguistic contextual information and
the brain. For example, to classify an experience as a recall/                                                                       semantic features, but in different brain regions: linguistic con-
memory, rather than as mere imagery, we need to interpret                                                                            textual information is reflected mostly in high-level linguistic
the image as deriving from a memory trace. Instead, if the                                                                           areas, whereas semantics engages distributed brain areas.
image is a ‘fantasy’, we keep trace of having built it within
our mind. These inner brain operations share many aspects                                                                            (c) Inner grounding and language: evidence
with introspective properties that, according to Barsalou &                                                                          Preliminary results of a recent study can give some hints on the
Wiemer-Hastings [46], characterize ACs; they need not have                                                                           role played by language and inner grounding for ACs [6]. Par-
a specific feeling associated with them, and are likely uncon-                                                                       ticipants rated 425 Italian abstract concepts on a variety of
scious. We hypothesize that general metacognition involves the                                                                       dimensions, from the most classical ones, typically used to
majority of ACs, but especially mental state ones.                                                                                   identify ACs (abstractness, concreteness, imageability), to
     There is another dimension to metacognition that we                                                                             more novel ones, such as emotional valence [16], interoception
propose to be crucial for grounding of ACs. This dimension is                                                                        [49], body–object interaction (BOI: ease with which a human
inspired by the distinction introduced by Shea [14] between                                                                          body can physically interact with a word’s referent; [50]),
implicit deference—the disposition to rely on others while                                                                           social valence [1,9], perceptual strength in sight, hearing,
using a concept—and explicit deference—a judgment on our                                                                             touch, taste, olfaction [8], age of acquisition (AoA), modality
own mental states, for example leading us to decide that our con-                                                                    of acquisition (MoA: based more on experience or more on
cept is not adequate. This distinction is at the basis of the notion                                                                 language; [51]), and general-metacognition (reliance on internal
of social metacognition we propose. One of the reasons why                                                                           mental/cognitive processes). Interestingly, abstractness was
language and sociality are important for ACs, is that we might                                                                       positively correlated with modality of acquisition (MoA) and
need to rely on others to fix reference. This process is based on                                                                    metacognition, and negatively correlated with imageability,
a metacognitive assessment: we reflect on our own concepts, rea-                                                                     BOI, concreteness, touch and sight (figure 2a). Hence, ACs are
lizing that to fully capture their meaning we need the                                                                               associated with linguistic acquisition, which occurs late. Five
contribution of others. We use the term social metacognition to                                                                      latent factors underlie the original dimensions (figure 2b). Fac-
suggest a link between an internal process, the awareness of                                                                         tors aggregated as follows: (1) abstractness, including the
our knowledge inadequacy, and the need to activate actions                                                                           opposition between concreteness, BOI, vision/sight and image-
directed toward others. Studies on testimony reveal the increas-                                                                     ability to abstractness, AoA and MoA; (2) inner grounding,
ing ability of children to rely on others as information sources                                                                     characterized by the positive correlations between
interoception, emotion and general-metacognition; (3) senses,                                  this proposal, showing that language activation engages the                              6
i.e. the four external perceptual modalities, except hearing                                   mouth motor system. Mouth involvement seems to play a
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likely because highly correlated with social valence; (4) emotion                              substantial role, as interference effects ( pacifier overuse in
polarity (negative and positive emotions); (5) social dimension,                               infancy, gum chewing during online processing) reveal.
including social valence and audition. Thus inner grounding                                    The reviewed evidence suggests that this activation is due
factor is independent from abstractness, while linguistic MoA                                  to the inner articulation of the label and/or to inner speech,
is not. This distinction is reflected in analyses on concept                                   contributing either to the re-enactment of the acquisition
kinds. We classified the terms into 11 categories, following the                               experience, to the re-explanation to ourselves of the concep-
major classifications of the literature (e.g. emotions, mental                                 tual meaning and/or to the information request on the
states, institutional concepts). Further cluster analyses will                                 conceptual meaning to others. Across the three mechanisms,
allow us to test our hypotheses on how items/words group                                       phonological and semantic information are strictly interwo-
together. We performed ANOVAs to ascertain whether and                                         ven. Importantly, all mechanisms contribute to grounding,
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