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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2017.00166</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Opinion</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Deception Detection in Action: Embodied Simulation in Antisocial Human Interactions</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ca&#x000F1;al-Bruland</surname> <given-names>Rouwen</given-names></name>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/110374/overview"/>
</contrib>
</contrib-group>
<aff><institution>Department of Sport Psychology, Institute of Sport Science, Friedrich-Schiller-University Jena</institution> <country>Jena, Germany</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Evangelos Himonides, University College London, UK</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Derrick D. Brown, Radboud University Nijmegen, Netherlands</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Rouwen Ca&#x000F1;al-Bruland <email>rouwen.canal.bruland&#x00040;uni-jena.de</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Performance Science, a section of the journal Frontiers in Psychology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>02</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>166</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>11</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>01</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Ca&#x000F1;al-Bruland.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Ca&#x000F1;al-Bruland</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<kwd-group>
<kwd>action</kwd>
<kwd>perception and action</kwd>
<kwd>cognition</kwd>
<kwd>emotion</kwd>
<kwd>embodiment</kwd>
<kwd>deception detection</kwd>
<kwd>social interaction</kwd>
<kwd>embodied simulation</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="55"/>
<page-count count="4"/>
<word-count count="3300"/>
</counts>
</article-meta>
</front>
<body>
<p>Spotting the intentions of a pickpocket in a crowded environment may save a few dollars. If you are a police officer, then identifying a suspect who is pretending to reach for a wallet while actually pulling a gun can be a matter of life or death. These examples illustrate that detecting deceptive intentions from other persons&#x00027; actions is of great practical importance in many social contexts. Although it is well known that humans can identify deceptive intentions based on bodily cues, our understanding of deception detection, however, is still quite limited, partly because a comprehensive theoretical framework of deception detection is lacking. This is different for pro-social human interactions like playing a piano duet. In this context, overarching and unifying explanations are available based on the concept of embodied simulation. Here I propose that embodied simulation is perhaps the most promising steppingstone to develop a comprehensive embodied theory of deception detection as well. Embodied simulation is typically construed as the interplay between action and perception and it also incorporates the interplay with cognition and emotion. In my view, integrating and studying motor, perceptual, cognitive and emotional processes is imperative to understand how deceptive intentions can be detected from human movements. This opinion paper aims at fleshing out this idea and providing some first suggestions and hypotheses on how to achieve the ultimate goal to develop an encompassing embodied theory of deception detection in (anti)social interactions.</p>
<p>To start with, deception can be defined as an act that aims to mislead an observer into making an incorrect judgment about the actor&#x00027;s (i.e., deceiver&#x00027;s) true action intention (Ca&#x000F1;al-Bruland and Schmidt, <xref ref-type="bibr" rid="B13">2009</xref>). To date most research on deception has been dedicated to detecting deceit in verbal communication (i.e., lying) (e.g., Bond et al., <xref ref-type="bibr" rid="B6">1992</xref>; Frank and Ekman, <xref ref-type="bibr" rid="B24">1997</xref>; Ekman et al., <xref ref-type="bibr" rid="B23">1999</xref>); less research has been devoted to non-verbal cues in catching liars (e.g., Ekman and Friesen, <xref ref-type="bibr" rid="B22">1969</xref>; Vrij, <xref ref-type="bibr" rid="B51">2004</xref>, <xref ref-type="bibr" rid="B52">2006</xref>); and, despite its obvious relevance, remarkably little research has been done to better understand the detection of deceptive intentions embodied in movements (e.g., Runeson and Frykholm, <xref ref-type="bibr" rid="B45">1983</xref>; Ca&#x000F1;al-Bruland and Schmidt, <xref ref-type="bibr" rid="B13">2009</xref>; Sebanz and Shiffrar, <xref ref-type="bibr" rid="B48">2009</xref>).</p>
<p>Since the pioneering work by Runeson and Frykholm (<xref ref-type="bibr" rid="B45">1983</xref>) it is commonly accepted that observers can distinguish between deceptive and non-deceptive intentions based on bodily cues. Their original study revealed that information conveyed by joint kinematics alone was not only sufficient to accurately judge the weight of a carried box but also to recognize whether the actor carrying the box intended to mislead the observer about the true weight of the box. Yet, despite Runeson and Frykholm&#x00027;s important finding, as well as recent work exploring expertise effects and neuronal mechanisms contributing to successful deception detection from bodily actions (e.g., Kunde et al., <xref ref-type="bibr" rid="B37">2011</xref>; Brault et al., <xref ref-type="bibr" rid="B7">2012</xref>; Tomeo et al., <xref ref-type="bibr" rid="B50">2012</xref>; Mori and Shimada, <xref ref-type="bibr" rid="B40">2013</xref>; Wright et al., <xref ref-type="bibr" rid="B54">2013</xref>; Renden et al., <xref ref-type="bibr" rid="B43">2014</xref>; Wright and Jackson, <xref ref-type="bibr" rid="B55">2014</xref>), the underlying psychological processes that allow human observers to successfully recognize deceptive intentions from others&#x00027; bodily actions remain largely unknown.</p>
<p>To unravel the psychological processes that allow human observers to successfully recognize deceptive actions from others&#x00027; bodily actions, it is of paramount importance to develop and establish an encompassing theoretical framework to study and explain deception detection. A novel theoretical backdrop is necessary because in contrast to the study of pro-social human interactions (including joint actions such as playing a piano duet, see Sebanz et al., <xref ref-type="bibr" rid="B47">2006</xref>), there is a definite need for such a theoretical framework to account for antisocial human interactions, in which human agents attempt to mislead and potentially harm others. This is particularly true for the field of deception detection.</p>
<p>Here it is proposed that the most promising way to develop a theory for deception detection is to start from recent theories of embodiment that have proven successful in explaining pro-social human interactions by focusing on the tight links between perception and action such as the common coding theory (Prinz, <xref ref-type="bibr" rid="B42">1997</xref>; Hommel et al., <xref ref-type="bibr" rid="B29">2001</xref>; Sch&#x000FC;tz-Bosbach and Prinz, <xref ref-type="bibr" rid="B46">2007</xref>). These theories are groundbreaking in that they break away from the Cartesian view that perception and action constitute distinct entities. On the contrary, they argue that perceptual processes are grounded in the motor system in a way that action capabilities and intentions shape what we see and how we interpret what we see.</p>
<p>However, these ideas need be extended in order to establish an embodied theory of deception detection, because next to perceptual and motor influences on deception detection, other psychological processes may also contribute to antisocial human interactions such as cognitions (e.g., thoughts) and emotions (e.g., empathic feelings). Hence, I suggest to supplement existing perception-action theories with findings from social cognitive neuroscience pointing at the links between perception and action representations with cognitions and emotions (Gallese, <xref ref-type="bibr" rid="B26">2001</xref>, <xref ref-type="bibr" rid="B27">2003</xref>; Keysers and Gazzola, <xref ref-type="bibr" rid="B35">2009</xref>). Key assumption of this idea is that the ability underlying the successful detection of deceptive action intentions in others&#x00027; movements is rooted in embodied simulation (Freedberg and Gallese, <xref ref-type="bibr" rid="B25">2007</xref>). Embodied simulation enables observers to (implicitly) activate their own internal representations of bodily states associated with the observed actions, emotions and cognitions (Freedberg and Gallese, <xref ref-type="bibr" rid="B25">2007</xref>). I suggest that a deeper understanding of antisocial human interactions such as in deception detection can only be gained if we integrate not only the mapping of motor and perceptual representations, but also include the interplay between internal representations of bodily states with cognitions and emotions.</p>
<p>The concept of embodied simulation can unify motor, perceptual, cognitive and emotional processes into one integrative framework that has the potential to develop into a novel, comprehensive embodied theoretical framework for the exploration of deception detection (see Figure <xref ref-type="fig" rid="F1">1</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>An embodied theoretical framework for the exploration of deception detection</bold>.</p></caption>
<graphic xlink:href="fpsyg-08-00166-g0001.tif"/>
</fig>
<p>How can one test the assumptions and implications of this view? To start with, common-coding theory argues that the perception and production of (deceptive and non-deceptive) actions share common representations (Prinz, <xref ref-type="bibr" rid="B42">1997</xref>; Hommel et al., <xref ref-type="bibr" rid="B29">2001</xref>; Sch&#x000FC;tz-Bosbach and Prinz, <xref ref-type="bibr" rid="B46">2007</xref>). Because perception and action are deemed tightly coupled by common representations, they can mutually induce each other. This reciprocal influence has been substantiated by neurophysiological studies that identified brain networks that respond to the observation as well as the production of an action (Di Pellegrino et al., <xref ref-type="bibr" rid="B20">1992</xref>; Rizzolatti and Craighero, <xref ref-type="bibr" rid="B44">2004</xref>). It follows that a high similarity between perceptual and motor representations promotes action perception. That is, observers are predicted to be perceptually better attuned to observed movements that form part of one&#x00027;s own motor repertoire, typically acquired through personal action experience (Sch&#x000FC;tz-Bosbach and Prinz, <xref ref-type="bibr" rid="B46">2007</xref>). In other words, the more action experience an observer has accumulated with executing a specific movement, the better the perception of the same movement should be when executed by another person (referred to as the &#x0201C;motor experience hypothesis,&#x0201D; Ca&#x000F1;al-Bruland et al., <xref ref-type="bibr" rid="B14">2010</xref>). This contention has received empirical support from both behavioral studies (Knoblich and Flach, <xref ref-type="bibr" rid="B36">2001</xref>; Loula et al., <xref ref-type="bibr" rid="B38">2005</xref>; Casile and Giese, <xref ref-type="bibr" rid="B16">2006</xref>; Ca&#x000F1;al-Bruland et al., <xref ref-type="bibr" rid="B12">2011</xref>, <xref ref-type="bibr" rid="B11">2012</xref>) and brain imaging recordings (Calvo-Merino et al., <xref ref-type="bibr" rid="B8">2005</xref>, <xref ref-type="bibr" rid="B9">2006</xref>).</p>
<p>There is initial evidence that this hypothesis also holds true for deception detection. Sebanz and Shiffrar (<xref ref-type="bibr" rid="B48">2009</xref>) reported that expert basketball players outperformed novices in identifying fake pass movements when presented with short video clips but not with static images (see also Jackson et al., <xref ref-type="bibr" rid="B31">2006</xref>; Ca&#x000F1;al-Bruland and Schmidt, <xref ref-type="bibr" rid="B13">2009</xref>; Ca&#x000F1;al-Bruland et al., <xref ref-type="bibr" rid="B14">2010</xref>). They also showed that experts maintained their superior performance when presented with point-light-animations (only displaying kinematic landmarks), while novices did not perform better than chance (see also Williams et al., <xref ref-type="bibr" rid="B53">2009</xref>). These results indicate that the motor repertoire of an observer indeed plays a crucial role in deception detection.</p>
<p>As depicted in Figure <xref ref-type="fig" rid="F1">1</xref>, detecting deception from bodily cues by means of embodied simulation is not exclusively confined to the fundamental links between perception and action but also includes the inference of cognitive and emotional states. There is initial evidence for such interactions showing that knowledge about the likelihood of deceptive actions biases judgments about whether an observed movement may be deceptive or not (Ca&#x000F1;al-Bruland and Schmidt, <xref ref-type="bibr" rid="B13">2009</xref>; see also Wright et al., <xref ref-type="bibr" rid="B54">2013</xref>; Mann et al., <xref ref-type="bibr" rid="B39">2014</xref>).</p>
<p>Movements convey critical information (Johansson, <xref ref-type="bibr" rid="B32">1973</xref>, <xref ref-type="bibr" rid="B33">1976</xref>; for a review, see Blake and Shiffrar, <xref ref-type="bibr" rid="B5">2007</xref>) that allow human observers to discriminate subtle movement differences (Cutting et al., <xref ref-type="bibr" rid="B18">1978</xref>; Runeson and Frykholm, <xref ref-type="bibr" rid="B45">1983</xref>; Bertenthal et al., <xref ref-type="bibr" rid="B4">1985</xref>). A seminal experimental approach is to present participants with a subset of anatomical landmarks representing different joint centers of an actor as moving points of light, called point-light displays (PLDs; see Ca&#x000F1;al-Bruland and Williams, <xref ref-type="bibr" rid="B15">2010</xref>). Of particular relevance for embodied simulation is that based on such PLDs humans are able to recognize one&#x00027;s own identity (Beardsworth and Buckner, <xref ref-type="bibr" rid="B3">1981</xref>; Jokisch et al., <xref ref-type="bibr" rid="B34">2006</xref>), the identity of friends (Cutting and Kozlowski, <xref ref-type="bibr" rid="B17">1977</xref>), gender (Pollick et al., <xref ref-type="bibr" rid="B41">2005</xref>), and also to predict action intentions and movement effects (Abernethy et al., <xref ref-type="bibr" rid="B1">2001</xref>; Huys et al., <xref ref-type="bibr" rid="B30">2009</xref>; Williams et al., <xref ref-type="bibr" rid="B53">2009</xref>), including the detection of deceptive action intentions (Runeson and Frykholm, <xref ref-type="bibr" rid="B45">1983</xref>; Sebanz and Shiffrar, <xref ref-type="bibr" rid="B48">2009</xref>). Perhaps even more relevant for the embodied simulation argument is that based on kinematics alone human observers can also accurately identify emotions like happiness and sadness (Dittrich et al., <xref ref-type="bibr" rid="B21">1996</xref>; Atkinson et al., <xref ref-type="bibr" rid="B2">2004</xref>) or discern expression intensities in dance movements (Sevdalis and Keller, <xref ref-type="bibr" rid="B49">2012</xref>). Intriguingly, in a recent study by Sevdalis and Keller (<xref ref-type="bibr" rid="B49">2012</xref>) judgment accuracy was positively correlated with self-reported empathy indices. This underscores the role of emotions such as empathic feelings for judgments of observed movements and links directly to the convincing evidence that embodied simulation also accounts for how humans empathize with each other (Gallese, <xref ref-type="bibr" rid="B26">2001</xref>; Gallese et al., <xref ref-type="bibr" rid="B28">2004</xref>; de Vignemont and Singer, <xref ref-type="bibr" rid="B19">2006</xref>).</p>
<p>To summarize, because (a) movements convey critical information for action recognition and the inference of cognitive and emotional states of human agents, and because (b) human observers are able to identify action intentions as well as cognitive and emotional states from others&#x00027; bodily actions by means of embodied simulation, it seems imperative to explore the joint contributions of perceptual, motor, cognitive and emotional processes to deception detection, with the aim to develop an integrative embodied theory of deception detection. A promising way to do so is based on the following observation: if cognitions and emotions influence perception-action-informed judgments about deceptive action intentions, there are essentially two possible ways in which this could be effectuated: (1) either cognitions and emotions influence the perceptual sensitivity directly, which then eventually leads to different judgments, or (2) cognitions and emotions change, that is, shift the judgment criterion (independent of the perceptual sensitivity), thereby causing a judgment bias. Based on some preliminary findings from my own lab (Ca&#x000F1;al-Bruland and Schmidt, <xref ref-type="bibr" rid="B13">2009</xref>; Ca&#x000F1;al-Bruland et al., <xref ref-type="bibr" rid="B10">2015</xref>), I consider the latter more likely than the former. That is, I hypothesize that cognitions as well as emotions bias the judgments about rather than perception of deceptive actions. However, future research is needed to scrutinize these ideas and thereby improve our understanding of deception detection in action.</p>
<sec id="s1">
<title>Author contributions</title>
<p>The author confirms being the sole contributor of this work and approved it for publication.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</sec>
</body>
<back>
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