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<front>
<journal-meta><journal-id journal-id-type="publisher-id">SPB</journal-id><journal-id journal-id-type="nlm-ta">Soc Psychol Bull</journal-id>
<journal-title-group>
<journal-title>Social Psychological Bulletin</journal-title><abbrev-journal-title abbrev-type="pubmed">Soc. Psychol. Bull.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2569-653X</issn>
<publisher><publisher-name>PsychOpen</publisher-name></publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">spb.12663</article-id>
<article-id pub-id-type="doi">10.32872/spb.12663</article-id>
<article-categories>
<subj-group subj-group-type="heading"><subject>Review Article</subject></subj-group>

<subj-group subj-group-type="badge">
<subject>Materials</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>An Interdisciplinary Investigation Into the Behaviors That Build (and Express) Interpersonal Trust</article-title>
<alt-title alt-title-type="right-running">Trust-Developing Behavior</alt-title>
<alt-title specific-use="APA-reference-style" xml:lang="en">An interdisciplinary investigation into the behaviors that build (and express) interpersonal trust</alt-title>
</title-group>
<contrib-group>
	
<contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0000-0003-1031-0793</contrib-id><name name-style="western"><surname>Montoya</surname><given-names>R. Matthew</given-names></name><xref ref-type="corresp" rid="cor1">*</xref><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0000-0003-3988-3130</contrib-id><name name-style="western"><surname>Porter</surname><given-names>Brandon</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="editor">
<name>
	<surname>Winkielman</surname>
	<given-names>Piotr</given-names>
</name>
<xref ref-type="aff" rid="aff3"/>
</contrib>
<aff id="aff1"><label>1</label><institution content-type="dept">Department of Psychology</institution>, <institution>University of Dayton</institution>, <addr-line><city>Dayton</city>, <state>OH</state></addr-line>, <country country="US">USA</country></aff>
<aff id="aff2"><label>2</label><institution content-type="dept">Department of Psychology</institution>, <institution>University of Tennessee</institution>, <addr-line><city>Knoxville</city>, <state>TN</state></addr-line>, <country country="US">USA</country></aff>
	<aff id="aff3">University of California San Diego, San Deigo, <country>USA</country></aff>
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<author-notes>
<corresp id="cor1"><label>*</label>School of Psychology, Murdoch University, 90 South St., Murdoch WA 6150, Western Australia, Australia. <email xlink:href="matt.montoya@murdoch.edu.au">matt.montoya@murdoch.edu.au</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>24</day><month>04</month><year>2025</year></pub-date>
	<pub-date pub-type="collection" publication-format="electronic"><year>2025</year></pub-date>
<volume>20</volume><elocation-id>e12663</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>08</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions><copyright-year>2025</copyright-year><copyright-holder>Montoya &amp; Porter</copyright-holder><license license-type="open-access" specific-use="CC BY 4.0" xlink:href="https://creativecommons.org/licenses/by/4.0/"><ali:license_ref>https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution (CC BY) 4.0 License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p></license></permissions>
<abstract>
<p>The expression of specific nonverbal behaviors has been proposed to play an important role in the development of interpersonal trust. In this review, we examined the andragogical descriptions presented by 8 different disciplines for which behaviors are used to build trust. Despite drawing from largely separate source material, cross-discipline analyses revealed consistency regarding the recommended behaviors that should be used to communicate trust, including eye contact, smiling, mimicry, and maintaining physical proximity. A comparison of these behaviors with those seen in the attraction literature and parenting context further suggests that the function of such behaviors is not confined to the professional context. A model in which affiliative behaviors are used in the expression of trust and interpersonal attraction is discussed.</p>
</abstract>
	
	<abstract abstract-type="highlights">
		<title>Highlights</title>
		<p><list list-type="bullet">
			<list-item>
				<p>Disciplines across academia agree on the recommendations of specific behaviors—called affiliative behaviors—to develop interpersonal trust.</p></list-item>
			<list-item>
				<p>Recommended affiliative behaviors align with those behaviors investigated by the psychological literature as facilitating trust.</p></list-item>
			<list-item>
				<p>The affiliative behaviors identified as indicators of trust are also the behaviors linked to the behavioral expression of interpersonal attraction and seen in parent-infant interactions.</p></list-item></list></p>
	</abstract>
	

<kwd-group kwd-group-type="author"><kwd>trust</kwd><kwd>interpersonal relationships</kwd><kwd>andragogical methods</kwd></kwd-group>

</article-meta>
</front>
<body>
	<sec sec-type="intro"><title/>
		<p>In his famous book, Dale <xref ref-type="bibr" rid="r32">Carnegie (1936/2009</xref>) recommended engaging in a number of behaviors to build interpersonal trust, including smiling, using an open posture, and listening genuinely. More recently, popular culture has produced its own list, which commonly includes maintaining eye contact, mirroring, open palms, genuine smiles, "steeple hands," nodding, and a firm handshake, among other behaviors (e.g., <xref ref-type="bibr" rid="r9">Baker, 2018</xref>; <xref ref-type="bibr" rid="r27">Canales, 2019</xref>; <xref ref-type="bibr" rid="r54">Ellsberg, 2010</xref>; <xref ref-type="bibr" rid="r58">Ferrazzi, 2008</xref>; <xref ref-type="bibr" rid="r66">Gallo, 2014</xref>). The variability in the recommendations illustrates the seeming lack of consensus on which behaviors are relevant to building interpersonal trust.</p>
<p>The need to build trust is critical to all types of relationships, from one-off interactions to the enduring. Such is the importance of interpersonal trust that training and education programs for many professional occupations explicitly outline methods to build it. Given the central and critical role that trust plays, a well-defined taxonomy of the behaviors that build trust is necessary. The goal of this paper was to both outline a theoretical approach to trust development and to examine andragogical descriptions with the goal to present a multidisciplinary understanding of what trust is and how behaviorally to build it. We begin by outlining a theoretical foundation for when and why trust is communicated, then present an investigation into how educational materials for various professions describe how to develop it.</p>
<sec sec-type="other1"><title>The Communication of Trust</title>
<p>In many interpersonal interactions, there is the possibility that one person will be asked to engage in a social exchange, which may include a request to depend on the other person, provide a good or service, or to engage in a particular behavior. Critically, these exchanges can involve the immediate or delayed exchange of goods or services, in which there may be a sequential distribution of resources. For such exchanges to be successful, both people must have the expectation that the other person will do as they say (<xref ref-type="bibr" rid="r48">Cosmides &amp; Tooby, 1992</xref>; <xref ref-type="bibr" rid="r173">Thibaut &amp; Kelley, 1959</xref>). In other words, trust, "beliefs about the likelihood that another's future actions will be beneficial" (<xref ref-type="bibr" rid="r156">Robinson, 1996</xref>, p. 576), provides the foundation for a successful social interaction. In all different types of interactions, people must determine the other person's intentions and they may communicate their own intentions. Communicating one's own intentions can dictate the likelihood of a successful interaction, whether it is approaching the teller at the bank, asking someone out on a date, agreeing to buy a used car, meeting a colleague after work, or greeting one's loved one at the end of the day.</p>
<p>One method to communicate trust is through nonverbal channels. Behaviors that communicate trust—called affiliative behaviors—express one's cooperative and benevolent intentions (<xref ref-type="bibr" rid="r22">Boone &amp; Buck, 2003</xref>; <xref ref-type="bibr" rid="r135">Montoya et al., 2018</xref>), and often take the form of smiling, eye contact, and laughing. A smile with eye contact, for instance, is a cue in Western countries to communicate one's willingness to cooperate (<xref ref-type="bibr" rid="r152">Ray &amp; Floyd, 2006</xref>).</p>
<p>Although the oft assumed goal of developing trust is persuasion (e.g., changing a person's attitude; <xref ref-type="bibr" rid="r167">Simons, 1976</xref>), the goal is more aptly characterized as compliance (e.g., changing a person's behavior). For instance, whereas attorneys may hope to change a juror's mind with their smiles, eye contact, and verbal presentations, the more relevant impact is on the juror's behavior, such that attorneys work to ensure that the juror will comply with the request to cast a vote in a particular way. Similarly, a doctor may hope to change a patient's attitude toward, say, healthy eating and regular exercise, but the critical impact is on the actual frequency of exercise and the quality of their diet. Requests to comply are more successful when paired with expressions of affiliative behavior (e.g., <xref ref-type="bibr" rid="r41">Cialdini, 2001</xref>; <xref ref-type="bibr" rid="r73">Goei et al., 2003</xref>; <xref ref-type="bibr" rid="r129">Mehrabian &amp; Ksionzky, 1970</xref>). In the language of social exchanges, affiliative behaviors proximally augment the other person's level of trust, but ultimately function to ensure the other person complies with the request.</p>
<p>The expression of affiliative behavior can also be conceptualized using models of emotion. Specifically, functionalistic models of emotion (e.g., <xref ref-type="bibr" rid="r53">Ekman, 1992</xref>; <xref ref-type="bibr" rid="r174">Tooby &amp; Cosmides, 1990</xref>) propose that emotions are associated with a cascade of neurological, physiological, and behavioral responses. Behavioral responses are hypothesized to have a specific interpersonal communicative function. For a subset of emotions called "social emotions" (<xref ref-type="bibr" rid="r176">Van Kleef et al., 2010</xref>), which includes anger, sadness, among other emotions, the interpersonal function is the regulation of the dynamics of a social exchange (<xref ref-type="bibr" rid="r80">Hareli &amp; Parkinson, 2008</xref>). The expression of the emotion of interpersonal attraction, specifically, is proposed to maintain, deepen, or repair an interdependent relationship (<xref ref-type="bibr" rid="r134">Montoya &amp; Horton, 2020</xref>; <xref ref-type="bibr" rid="r135">Montoya et al., 2018</xref>). From this perspective, attraction is associated with affiliative behaviors to instrumentally develop interpersonal trust. If one were attracted to another person, for instance, one may laugh and smile to communicate their benevolent intentions, with the desired effect of increasing the other person's chances of complying to a future request (e.g., a request for a date). This logic extends to the professional context, in which the expression of affiliative behavior shares the same function to increase compliance. The expression of affiliative behavior toward superiors, for instance, is colloquially called brownnosing or apple-kissing, and involves the same behavior seen in the dating context—commonly, laughing at their jokes, trying to spend time with them, and the like (<xref ref-type="bibr" rid="r86">Higgins et al., 2003</xref>).</p></sec>
<sec sec-type="other2"><title>Developing Trust in Professional Contexts</title>
<p>Professionals (e.g., teachers, doctors, lawyers) may face distinct issues when working to develop trust in a professional setting. Specifically, the nature of requests made and the level of pre-existing familiarity may differ from those made in the personal context. Although models of trust development do not necessarily predict differences between professional and personal settings, such factors may affect whether trust is developed.</p>
<sec><title>Rapid Development of Trust</title>
<p>Whereas some professionals may have months to years to develop and maintain a trusting relationship (e.g., teachers, coaches, clinicians), in some professional settings, only a few minutes are oftentimes available to develop trust. For instance, in the United States, the average medical doctor's visit lasts approximately 17 minutes (<xref ref-type="bibr" rid="r171">Tai-Seale et al., 2007</xref>), and salespeople, who may ask the client to make a large monetary investment, may have less than that (<xref ref-type="bibr" rid="r169">Soorjoo, 2012</xref>). In such cases, the tactics employed to generate trust must be communicated quickly and effectively. A question is whether the behaviors recommended to build trust differ between those professions in which trust must be built quickly versus those in which longer periods of time are available.</p></sec>
<sec><title>Magnitude of the Request</title>
<p>A critical element of compliance is the magnitude of the initial request (e.g., <xref ref-type="bibr" rid="r25">Brown &amp; Levinson, 1978</xref>). Request can vary in magnitude from the trivial (e.g., "Have a seat.") to the large (e.g., "Set my client free."). Requests made in a hospital or a courtroom may involve a large request (e.g., "Undergo this painful procedure," "Sentence the defendant to death") that may require the development of trust to a point that such a request could be made with a reasonable expectation that it will be followed. Compared to the everyday compliance requests from friends and family (e.g., "Join us for a drink after work," "Put the kids to bed?", "Give me a ride to the airport?"), requests from professionals are often made without the benefit of strong existing trust and are thus more prone to fears of exploitation. Without trust, a doctor's referral for an invasive surgery may be seen unnecessary or as a "money grab," or a salesperson's recommendation for an expensive purchase as a shameless pursuit of commission.</p>
<p>There is an inverse relation between the magnitude of a request and compliance, such that compliance rates fall as the size of the initial request grows (e.g., <xref ref-type="bibr" rid="r166">Schwarzwald et al., 1979</xref>). However, the presence of trust can increase the size of the initial request that will be fulfilled (<xref ref-type="bibr" rid="r109">Kurzban, 2001</xref>; <xref ref-type="bibr" rid="r180">Wexley et al., 1975</xref>). Thus, an ancillary issue is whether those professions that more commonly make large requests recommend different behaviors than those professions that make smaller requests (e.g., teachers, professional colleagues).</p></sec>
<sec><title>Relative Status</title>
<p>Status may also affect the strategies people use to build interpersonal trust. People who hold a higher status position (i.e., employers, coaches, managers), versus those in a lower status position (i.e., employees, players), might display different nonverbal behaviors to build trust. For example, head nodding is used more by students toward their instructors than toward their peers (<xref ref-type="bibr" rid="r84">Helweg-Larsen et al., 2004</xref>). But the question here is, does the set of behaviors recommended for developing trust change depending on the sender's status relative to the recipient?</p></sec></sec>
<sec sec-type="other3"><title>Purpose of This Review</title>
<p>This research investigated the behaviors andragogical textbooks have proposed that develop interpersonal trust, and the degree to which the various behaviors were consistently presented across various disciplines, from the professional to the personal. To examine this question, we turned to the educational descriptions of what nonverbally generates trust. Because this question is broader than a single discipline, and many disciplines have investigated this question, we explored how future professionals from a range of disciplines—medical professionals, lawyers, professors, clinicians, among others—have been instructed to generate trust in the people with whom they interact. Whereas teachers are instructed to "develop a lasting bond" with their students (<xref ref-type="bibr" rid="r85">Henley, 2006</xref>, p. 56), which behaviors are they taught to use? Lawyers are recommended to "get the jury and judge on their side" (<xref ref-type="bibr" rid="r153">Read, 2007</xref>, p. 95). Medical professionals (doctors, nurses) are asked to "get the patient to trust you" (<xref ref-type="bibr" rid="r42">Cole &amp; Bird, 2014</xref>, p. 13), but how were they taught to act?</p>
<p>Moreover, we examined the degree to which the various disciplines recommended behaviors that aligned with the large empirical literature on the development of trust. The affiliative behaviors that have received considerable research support—labeled "core" behaviors—were compared with other behaviors recommended by various textbooks.</p>
<p>We also investigated taxonomies from two "personal" domains, namely, (a) how people act when they like someone (romantically or otherwise) and (b) how people interact with their infant children (parent-infant interactions), because it may be that any cross-discipline consistency with the professional domains is no coincidence. These two domains differ from the professional domains in that they describe what people <italic>actually</italic> do, rather than recommendations for what people <italic>should</italic> do. Identifying cross-discipline consistency, in which even disparate disciplines posit similar sets of behaviors, would provide convergent evidence on the meaning and expression of trust-producing behavior. Specifically, if attraction is an emotion that expresses cues to build interpersonal trust, then the list of behaviors between parents-infants and when people like another person should be identical to the taxonomy of behaviors used to build interpersonal trust in the professional context.</p>
	<p>Moreover, this approach provided the opportunity to address three ancillary questions. First, it may be that in disciplines that require a relatively rapid development of trust (e.g., sales, medical professionals), recommended behaviors differ from those in disciplines that allow for a slower and prolonged development of trust (e.g., education, clinical). Second, we investigated whether the professions that may have to make large requests (e.g., medical professionals, lawyers) are taught to use different behaviors than those who commonly make smaller requests (business, education). A third question was whether the behaviors used to develop trust with people of equal status differed from behaviors used to develop trust with people of higher or lower status.</p></sec></sec>
<sec sec-type="methods"><title>Method</title>
<p>To investigate what future professionals are taught, we identified academic disciplines that specifically trained students to develop interpersonal trust. Future professionals for whom there is the need to develop trust with nonhumans (e.g., veterinarian) or for whom interpersonal trust is not the central focus of the profession (e.g., architects, computer programmers, engineers) were not considered. Based on this criterion, we identified eight disciplines for inclusion.</p>
<p>To identify the content that future professionals are taught, we collected textbooks used in the classes that discussed communication specific to that discipline (e.g., business communication, health communication) and courses that featured discipline-specific communication as a topic or subtopic (e.g., introduction to coaching, marketing, counseling). We searched for relevant syllabi and course listings to find textbooks assigned to university undergraduate- and/or graduate-level courses. In addition to discipline-specific classes offered through specific departments (business, medicine, law), courses offered through communication departments (e.g., medical communication, business communication) and related departments (e.g., "clinical" could be found in the medical field, but also in psychology departments) were also reviewed. In situations in which different volumes of the same texts were used, the most recent edition was selected. Using this strategy, we identified 149 textbooks, of which 86 (58%) made mention of behavioral displays to develop interpersonal trust. A "mention" was considered present when a specific behavior was explicitly mentioned as an action that would build trust. A mention could vary in length from brief (just a few words) to expansive (several pages).</p>
<p>Textbooks were categorized into a specific discipline based on a combination of the following factors. They were sorted according to how the course was listed (i.e., business communication, marketing, classroom management), how the course was titled (e.g., BUS ###, EDUC ###, COMM ###), and by the department from which the course was offered. Beyond course titles and listings, the framing of the specific syllabi and textbooks was also considered (i.e., whether it stressed communication in the classroom, communication with athletes).</p>
<p><xref ref-type="table" rid="t1">Table 1</xref> presents the eight disciplines and the number of textbooks included in the analysis. "Coaching" refers to instructions for coaches when they communicate with athletes and was drawn from textbooks taught in such classes as sport psychology, sport communication, or courses offered by kinesiology and athletic departments. "Medical" refers to physician-patient communication within a hospital or healthcare-related setting. "Clinical" refers to therapist-client communication within a clinical/mental health setting. "Business" pertains to communication within an office setting and includes the wide array of activities that could occur during a typical business day (e.g., interviews, meetings, presentations). "Leadership" refers to interactions that include communications from persons in a position of power to those people lower in standing (e.g., business leader speaking with employees). This leadership domain was derived from courses ranging from communication, professional studies, and management. "Education" refers to communication within a school setting (k-12) between a teacher and students. "Law" pertains to attorney-to-jury communication within a courtroom. Finally, "sales" refers to communication between a salesperson and a potential buyer.</p>
<table-wrap id="t1" position="anchor" orientation="portrait">
<label>Table 1</label><caption><title>Definition of Communication for Each Discipline</title></caption>
<table frame="hsides" rules="groups" style="compact-1">
<col width="10%" align="left"/>
	<col width="18%" align="left"/>
	<col width="18%" align="left"/>
	<col width="12%"/>
	<col width="18%"/>
	<col width="12%"/>
	<col width="12%"/>
<thead>
<tr>
<th valign="bottom">Domain</th>
	<th valign="bottom">Scope</th>
	<th valign="bottom">Sample textbook title</th>
	<th valign="bottom"># of texts reviewed</th>
	<th valign="bottom"># with behavior recommendations</th>
	<th valign="bottom">% unique citations</th>
	<th valign="bottom">Mean citations</th>
</tr>
</thead>
<tbody>
<tr>
	<td align="left">Medical</td>
	<td align="left">Physicians providing medical care/services to their patients</td>
	<td align="left"><italic>Talking with patients: Keys to good communication</italic> (<xref ref-type="bibr" rid="r142">Myerscough &amp; Ford, 1996</xref>)</td>
<td>21</td>
<td>15</td>
<td align="char" char=".">89.0%</td>
<td align="char" char=".">4.87</td>
</tr>
<tr style="transparent-border-top">
	<td align="left">Law</td>
	<td align="left">Attorneys speaking to juries in a courtroom</td>
	<td align="left"><italic>The art and science of trial advocacy</italic> (<xref ref-type="bibr" rid="r146">Perrin et al., 2011</xref>)</td>
<td>18</td>
<td>11</td>
<td align="char" char=".">75.0%</td>
<td align="char" char=".">1.45</td>
</tr>
	<tr style="transparent-border-top">
<td>Sales</td>
<td>Salespeople communicating with their potential buyer</td>
<td><italic>Relationship selling</italic> (<xref ref-type="bibr" rid="r97">Johnston &amp; Marshall, 2010</xref>)</td>
<td>12</td>
<td>11</td>
<td align="char" char=".">92.9%</td>
<td align="char" char=".">3.81</td>
</tr>
	<tr style="transparent-border-top">
<td>Clinicians</td>
<td>Clinicians speaking with their clients during a therapy session</td>
<td><italic>Clinical interviewing</italic> (<xref ref-type="bibr" rid="r168">Sommers-Flanagan &amp; Sommers-Flanagan, 2015</xref>)</td>
<td>12</td>
<td>8</td>
<td align="char" char=".">93.3%</td>
<td align="char" char=".">5.63</td>
</tr>
	<tr style="transparent-border-top">
<td>Coaching</td>
<td>Coaches communicating with athletes</td>
<td><italic>Successful coaching</italic> (<xref ref-type="bibr" rid="r118">Martens, 2012</xref>)</td>
<td>18</td>
<td>7</td>
<td align="char" char=".">0.00%</td>
<td align="char" char=".">0.43</td>
</tr>
	<tr style="transparent-border-top">
<td>Business</td>
<td>Employees speaking with coworkers and employers</td>
<td><italic>Business communication today</italic> (<xref ref-type="bibr" rid="r23">Bovée &amp; Thill, 2008</xref>)</td>
<td>19</td>
<td>12</td>
<td align="char" char=".">81.8%</td>
<td align="char" char=".">1.83</td>
</tr>
	<tr style="transparent-border-top">
<td>Education</td>
<td>Instructors communicating with their students in the classroom</td>
<td><italic>Classroom management: A proactive approach</italic> (<xref ref-type="bibr" rid="r85">Henley, 2006</xref>)</td>
<td>38</td>
<td>13</td>
<td align="char" char=".">77.5%</td>
<td align="char" char=".">5.46</td>
</tr>
	<tr style="transparent-border-top">
<td>Leadership</td>
<td>People speaking from power positions (e.g., employers speaking with employees) across various settings (one-on-one, large audiences)</td>
<td><italic>Leadership: A communication perspective</italic> (<xref ref-type="bibr" rid="r76">Hackman &amp; Johnson, 2009</xref>)</td>
<td>11</td>
<td>9</td>
<td align="char" char=".">91.7%</td>
<td align="char" char=".">2.67</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Note.</italic> Unique citations column refers to the percentage of citations that were used by textbooks in that discipline but were not used by any other textbooks reviewed across any other disciplines. Mean citations refers to the average number of citations used by textbooks in a given discipline.</p>
</table-wrap-foot>
</table-wrap>
<p>In total, the search included textbooks (Publication Year<sub>Median</sub> = 2009, <italic>SD</italic><sub>year</sub> = 9.30) taught in approximately 213 different departments across 149 colleges and universities within the United States.</p>
<sec><title>Redundancy Analysis</title>
<p>A critical question is whether these disciplines can be considered distinct. A conclusion based on identifying differences among disciplines would be moot if the textbooks each cited and built discussions based on the same small number of seminal sources.</p>
<p>Evidence indicates that the various disciplines drew primarily from their own discipline. The average number of references describing the use of or definition of behavioral displays per textbook was 3.35 (<italic>SD</italic> = 5.31, min = 0, max = 30), with clinical textbooks citing the most (<italic>M</italic> = 5.63, <italic>SD</italic> = 4.84) and coaching texts citing the fewest (<italic>M</italic> = 0.43, <italic>SD</italic> = 0.53). The proportion of citations from disciplines outside their own discipline varied across fields. Across all disciplines, 44% of citations were derived from their own discipline. For instance, in medical textbooks, 49 of the 73 references (67%) cited sources published in medical journals (e.g., <italic>Journal of General Internal Medicine, Medical Care, Journal of the American Medical Association</italic>). Alternatively, for education, 23 of 71 references (32%) came from education-based sources (e.g., <italic>Communication Education, Educational Leadership</italic>). Leadership texts featured the lowest proportion of citations from its own domain with 2 out of 24 (8%), and coaching textbooks provided the fewest total citations (3 total citations across 7 textbooks) and only one of these citations came from sport-related literature (<italic>Successful Coaching</italic>).</p>
<p>However, and importantly, across disciplines, a large portion of the sources were not cited by any other textbooks examined (85%), suggesting a low degree of overlap. When considering whether the impact of common citations, two authors from psychology and communications, namely, Albert Mehrabian (e.g., <xref ref-type="bibr" rid="r127">Mehrabian, 1972</xref>; <xref ref-type="bibr" rid="r128">Mehrabian &amp; Ferris, 1967</xref>) and Edward Hall (e.g., <xref ref-type="bibr" rid="r77">Hall, 1963</xref>, <xref ref-type="bibr" rid="r78">1966</xref>) were cited across several disciplines (e.g., education, law, and leadership). However, if the influence of those specific authors were removed from analyses, it would have little effect on the specific behaviors mentioned. Rather, these citations were used to define nonverbal communication and underscore the ubiquitous nature of nonverbal communication displays. Taken together, the data suggest that although textbooks did cite other fields, those citations did not meaningfully contribute to their list of recommended behaviors.</p></sec>
<sec><title>Data Analysis</title>
<p>To assess the frequency with which specific behaviors were mentioned within the textbooks, a "yes" or "no" score was given for each textbook for each behavior. Frequency counts were tabulated for each discipline across each behavior. To examine more closely the relevant research questions, chi-square tests were used. Specifically, when different disciplines were compared, chi-square tests of independence were used. Alternatively, chi-square tests for equal proportion were used to test whether the behavior was mentioned more or less than chance (i.e., 50%). Fisher <italic>p</italic>-values were reported when no a priori predictions were made.</p></sec></sec>
<sec sec-type="results"><title>Results</title>
	<p>A summary of the specific behaviors organized by discipline is presented in <xref ref-type="table" rid="t2">Table 2</xref>. Textbooks mentioned 26 different behaviors. A complete listing for each behavior from each textbook is presented in the online supplement (see <xref ref-type="bibr" rid="sp1_r1">Porter, 2023</xref>). Behaviors for which over 50% of the textbooks from a particular discipline mentioned a behavior are shaded. However, eight behaviors—those categorized as "core" behaviors in the table, plus mimicry—accounted for 56.7% of the mentions. A chi-square analysis examined whether core behaviors were mentioned at a different rate than the other behaviors. Across all disciplines, they were mentioned more frequently, χ<sup>2</sup>(1) = 8.14, <italic>p</italic> &lt; .01. This pattern was consistent when this test was conducted for education, medicine, and coaching, χ<sup>2</sup>'s(1) ≥ 4.17, <italic>p</italic> ≤ .04, but not for business, clinical, law, leadership, and sales, χ<sup>2</sup>'s(1) ≤ 2.38, <italic>p</italic> ≥ .12.</p>

<?table t2?>
	
	<p>In the sections that follow, we present each discipline's theoretical model for expressing various behaviors and which specific behaviors they advocate.</p>
<table-wrap id="t2" position="anchor" orientation="landscape">
<label>Table 2</label><caption><title>Number of Times a Behavior Was Cited by Textbooks Featuring Nonverbal Recommendations</title></caption>
<table frame="hsides" rules="groups" style="compact-1">
<col width="20%" align="left"/>
<col width="8%"/>
<col width="8%"/>
<col width="8%"/>
<col width="8%"/>
<col width="8%"/>
<col width="8%"/>
<col width="8%"/>
<col width="8%"/>
<col width="8%"/>
<col width="8%"/>
<thead>
<tr>
<th valign="bottom">Behavior</th>
	<th valign="bottom">Medical<break/>15 texts</th>
	<th valign="bottom">Law<break/>11 texts</th>
	<th valign="bottom">Sales<break/>11 texts</th>
	<th valign="bottom">Clinicians<break/>8 texts</th>
	<th valign="bottom">Coaching<break/>7 texts</th>
	<th valign="bottom">Business<break/>12 texts</th>
	<th valign="bottom">Education<break/>13 texts</th>
	<th valign="bottom">Leadership<break/>9 texts</th>
	<th valign="bottom">Parenting</th>
	<th valign="bottom">Attraction</th>
</tr>
</thead>
<tbody>
<tr>
<th colspan="11">Core behaviors</th>
</tr>
<tr>
<td style="indent">Eye contact</td>
	<td style="background-color: #dbe2f3">13</td>
	<td style="background-color: #dbe2f3">9</td>
	<td style="background-color: #dbe2f3">10</td>
	<td style="background-color: #dbe2f3">6</td>
	<td style="background-color: #dbe2f3">5</td>
	<td style="background-color: #dbe2f3">12</td>
	<td style="background-color: #dbe2f3">9</td>
	<td style="background-color: #dbe2f3">8</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
	<td style="indent">Physical distance</td>
	<td style="background-color: #dbe2f3">9</td>
<td>4</td>
	<td style="background-color: #dbe2f3">9</td>
	<td style="background-color: #dbe2f3">5</td>
<td>3</td>
	<td style="background-color: #dbe2f3">6</td>
<td>2</td>
<td>3</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
	<td style="indent">Smile</td>
<td>3</td>
<td/>
	<td style="background-color: #dbe2f3">7</td>
	<td style="background-color: #dbe2f3">4</td>
<td>1</td>
<td>4</td>
	<td style="background-color: #dbe2f3">9</td>
<td>4</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
	<td style="indent">Head nod</td>
	<td style="background-color: #dbe2f3">8</td>
<td/>
	<td style="background-color: #dbe2f3">7</td>
	<td style="background-color: #dbe2f3">5</td>
<td>2</td>
<td>4</td>
<td>6</td>
<td>2</td>
<td/>
<td>X</td>
</tr>
<tr>
	<td style="indent">Laughter</td>
<td>2</td>
<td/>
<td/>
<td>1</td>
<td/>
<td/>
<td>3</td>
<td>1</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
	<td style="indent">Physical touch</td>
	<td style="background-color: #dbe2f3">10</td>
<td/>
<td>2</td>
<td>3</td>
<td>2</td>
<td>3</td>
<td>5</td>
<td/>
<td>X</td>
<td>X</td>
</tr>
<tr>
	<td style="indent">Body orientation</td>
<td>4</td>
<td>3</td>
<td/>
<td>2</td>
	<td style="background-color: #dbe2f3">4</td>
<td>2</td>
<td/>
<td>1</td>
<td/>
<td>X</td>
</tr>
<tr>
<th colspan="11">Vocal characteristics</th>
</tr>
<tr>
	<td style="indent">Regulate speaking rate</td>
<td/>
<td>2</td>
<td>3</td>
<td>2</td>
<td/>
<td>3</td>
<td/>
<td>3</td>
<td>X</td>
<td/>
</tr>
<tr>
	<td style="indent">Regulate vocal tone</td>
<td/>
<td/>
<td>1</td>
<td/>
<td>1</td>
<td>1</td>
<td/>
<td>1</td>
<td/>
<td/>
</tr>
<tr>
	<td style="indent">Use vocal variety (rate, pitch, volume)</td>
<td>1</td>
<td>4</td>
	<td style="background-color: #dbe2f3">6</td>
<td>1</td>
<td/>
<td>5</td>
<td>3</td>
<td>3</td>
<td>X</td>
<td/>
</tr>
<tr>
	<td style="indent">Silence</td>
<td>5</td>
<td>5</td>
<td>4</td>
	<td style="background-color: #dbe2f3">4</td>
<td>1</td>
<td>5</td>
<td>3</td>
<td>2</td>
<td/>
<td/>
</tr>
<tr>
<th colspan="11">Mimicry</th>
</tr>
<tr>
	<td style="indent">Match facial expression with person</td>
<td>2</td>
<td/>
<td/>
	<td style="background-color: #dbe2f3">4</td>
<td/>
<td/>
<td>1</td>
<td>2</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
	<td style="indent">Mirroring body/posture</td>
<td>3</td>
<td/>
<td>3</td>
<td>3</td>
<td/>
<td>1</td>
<td>1</td>
<td>1</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
	<td style="indent">Match vocal qualities with person</td>
<td>4</td>
<td/>
<td>2</td>
	<td style="background-color: #dbe2f3">4</td>
<td/>
<td/>
<td/>
<td>1</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
	<td style="indent">Match voice and/or facial expression with presentation/feelings</td>
<td/>
<td>3</td>
<td>1</td>
	<td style="background-color: #dbe2f3">4</td>
<td>2</td>
<td>5</td>
<td>1</td>
<td>1</td>
<td>X</td>
<td/>
</tr>
<tr>
	<td style="indent">Gestures synchronized with message</td>
<td>1</td>
<td>4</td>
<td>3</td>
<td>4</td>
<td/>
<td>2</td>
<td/>
<td>2</td>
<td/>
<td/>
</tr>
<tr>
<th colspan="11">Body lean</th>
</tr>
<tr>
	<td style="indent">Body lean (forward)</td>
	<td style="background-color: #dbe2f3">11</td>
<td>1</td>
	<td style="background-color: #dbe2f3">7</td>
	<td style="background-color: #dbe2f3">6</td>
<td>2</td>
	<td style="background-color: #dbe2f3">8</td>
<td>3</td>
<td>3</td>
<td/>
<td>X</td>
</tr>
<tr>
	<td style="indent">Body lean (back)</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td>1</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<th colspan="11">Open posture</th>
</tr>
<tr>
	<td style="indent">Uncrossed arms and/or legs</td>
<td>1</td>
<td>3</td>
<td>3</td>
	<td style="background-color: #dbe2f3">4</td>
<td>1</td>
<td>2</td>
<td>1</td>
<td>1</td>
<td/>
<td>X</td>
</tr>
<tr>
	<td style="indent">Palms exposed/open hands</td>
<td>1</td>
<td>2</td>
<td>3</td>
<td/>
<td/>
<td>2</td>
<td>1</td>
<td>2</td>
<td/>
<td/>
</tr>
<tr>
	<td style="indent">Legs crossed</td>
<td/>
<td/>
<td>1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<th colspan="11">Sitting/standing behavior</th>
</tr>
<tr>
	<td style="indent">Sit upright/stand straight</td>
<td/>
<td>1</td>
<td>2</td>
<td/>
<td/>
<td>4</td>
<td/>
<td>2</td>
<td/>
<td/>
</tr>
<tr>
	<td style="indent">Sit with hands in one's lap</td>
<td>2</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td>1</td>
<td/>
<td/>
<td/>
</tr>
<tr>
	<td style="indent">Sit at eye level</td>
<td>6</td>
<td/>
<td/>
<td/>
<td/>
<td>2</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
	<td style="indent">Stand, feet close together</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td>1</td>
<td>1</td>
<td>1</td>
<td/>
<td/>
</tr>
<tr>
	<td style="indent">Symmetrical arm placement</td>
<td>2</td>
<td>1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Note</italic>. X = Behavior was mentioned. The table presents the number of textbooks that mentioned a specific behavior. Shaded cells indicate that the behavior was mentioned by 50% or more of textbooks.</p>
</table-wrap-foot>
</table-wrap>
<sec><title>Medical Professionals</title>
<p>Fifteen of the 21 medical textbooks mentioned specific behaviors in which medical professionals should engage during meetings with clients. On average, they mentioned 5.87 behaviors (<italic>SD</italic> = 2.40). As noted in <xref ref-type="table" rid="t2">Table 2</xref>, the medical textbooks largely agreed on the importance of consistent eye contact with the patient (13 of 15 textbooks), a pattern different from chance χ<sup>2</sup>(1) = 8.07, <italic>p</italic> &lt; .01. Textbooks also noted that professionals should lean toward their patients (11 of 15 textbooks), nod their head when listening (8 of 15), and make physical contact with the patient (10 of 15). Leaning forward, head nodding, and physical contact were not mentioned at a rate different from chance, χ<sup>2</sup>(1) = 3.27, <italic>p</italic>&nbsp;=&nbsp;.07, χ<sup>2</sup>(1) = 0.07, <italic>p</italic> = .80, and χ<sup>2</sup>(1) = 1.67, <italic>p</italic> = .19, respectively.</p>
	<p>Medical textbooks provided several interrelated reasons as to why medical professionals should engage in trust-producing behaviors with patients. Specifically, they should build trust to understand their complaints completely (e.g., <xref ref-type="bibr" rid="r62">Fortin &amp; Smith, 2012</xref>) and to ensure that the patient complies with the professional's treatment recommendations (<xref ref-type="bibr" rid="r81">Hart, 2010</xref>; <xref ref-type="bibr" rid="r103">Kim et al., 2004</xref>). Furthermore, textbooks stressed that active listening—which is a process through which the listener better understands the speaker's perspective and indirectly communicates this understanding back to the speaker (<xref ref-type="bibr" rid="r157">Rogers et al., 1957</xref>)—was fundamental to (a) an effective therapeutic relationship (e.g.,<xref ref-type="bibr" rid="r18">Bickley et al., 2007</xref>; <xref ref-type="bibr" rid="r81">Hart, 2010</xref>; <xref ref-type="bibr" rid="r142">Myerscough &amp; Ford, 1996</xref>), (b) the establishment and development of trust (e.g., <xref ref-type="bibr" rid="r62">Fortin &amp; Smith, 2012</xref>; <xref ref-type="bibr" rid="r89">Hojat, 2006</xref>), and (c) the ability to be empathetic to the needs of the client (e.g., <xref ref-type="bibr" rid="r89">Hojat, 2006</xref>; <xref ref-type="bibr" rid="r147">Polack &amp; Avtgis, 2011</xref>; <xref ref-type="bibr" rid="r160">Roter &amp; Hall, 2006</xref>).</p>
<p>Medical textbooks specifically spoke to the importance of head nodding. The textbooks' description of head nodding aligns with the larger literature on the topic. Specifically, head nods serve an important function to help regulate social interactions (<xref ref-type="bibr" rid="r121">McClave, 2000</xref>; <xref ref-type="bibr" rid="r144">Osugi &amp; Kawahara, 2018</xref>) by demonstrating (a) agreement with the listener and (b) that the person is listening and understands their concerns (<xref ref-type="bibr" rid="r3">J. R. Anderson, 1985</xref>; <xref ref-type="bibr" rid="r127">Mehrabian, 1972</xref>). Head nodding was mentioned by at least 22% of the textbooks for each discipline, except for law, which did not mention it at all. This variability of head nodding across disciplines was unlikely to occur by chance, χ<sup>2</sup>(7) = 14.72, Fisher <italic>p</italic> = .02. On the one hand, the literature was clear that head nodding is associated with active listening and better provider-client relationships (<xref ref-type="bibr" rid="r115">Malisz et al., 2016</xref>). On the other hand, some research views head nodding as a form of submission (e.g., <xref ref-type="bibr" rid="r52">Eibl-Eibesfeldt, 1972</xref>; <xref ref-type="bibr" rid="r137">Morris, 1977</xref>), akin to a miniature bow, which may have reduced its recommended use in domains that stress the importance of expertise or high status.</p>
<p>Smiling was mentioned less frequently by medical textbooks than other disciplines. Smiling was mentioned by 20% of medical textbooks but was mentioned by 69% of education texts and 64% of sales texts. The recommendation of smiling is a pattern unlikely to emerge through chance, χ<sup>2</sup>(7) = 19.83, Fisher <italic>p</italic> &lt; .01.</p></sec>
<sec><title>Law</title>
<p>Eleven of 18 law textbooks (61%) provided guidelines for which behaviors should be communicated in the courtroom. Each textbook mentioned an average of 3.82 behaviors (<italic>SD</italic> = 1.33). The textbooks largely agreed on the importance of several behaviors, including maintaining an appropriate level of eye contact, creating verbal pauses during arguments (e.g., silence), and maintaining an appropriate physical distance from the judge and jury box.</p>
<p>Textbooks emphasized that the attorney's goal is to be viewed as trustworthy (<xref ref-type="bibr" rid="r158">C. H. Rose, 2011</xref>), honest (<xref ref-type="bibr" rid="r155">Rieke &amp; Stutman, 1990</xref>), sincere (<xref ref-type="bibr" rid="r60">Findley &amp; Sales, 2012</xref>), and that they should engage in various behaviors to demonstrate that they have "nothing to hide" (<xref ref-type="bibr" rid="r15">Berger et al., 2015</xref>). To facilitate this goal, eye contact (mentioned by 9 of 11 textbooks) was referenced more than chance, χ<sup>2</sup>(1) = 4.45, <italic>p</italic> = .03. Eye contact was mentioned more often than all of the other core behaviors, <italic>X</italic><sup>2</sup>’s(1) ≥ 6.60, Fisher <italic>p</italic>'s ≤ .03, except for physical distance which was not mentioned at a different frequency, χ<sup>2</sup>'s(1) = 4.70, Fisher <italic>p</italic> = .08. For textbook authors, eye contact was critical because it conveyed "belief, sincerity, and commitment" (<xref ref-type="bibr" rid="r60">Findley &amp; Sales, 2012</xref>) and creates a "personal connection" with the jury (<xref ref-type="bibr" rid="r153">Read, 2007</xref>, p. 93). Five textbooks mentioned using an open posture (uncrossed arms and legs, open hands/palm exposed) as a cue to develop trust, a frequency unlikely to occur by chance, χ<sup>2</sup>(1) = 6.55, <italic>p</italic> = .01. These textbooks were specific regarding how such nonverbal behaviors could be used in conjunction: C. H. <xref ref-type="bibr" rid="r158">Rose (2011)</xref>, for instance, proposed that attorneys should speak with an open posture, which when paired with silence while dropping one's arms and exposing one's body, gives "power" to the speaker by capturing the jury's attention.</p>
<p>Two behaviors advocated by other disciplines, mimicry and physical touch, were not mentioned for attorneys. Indeed, the pattern of mentioning for physical touch and mimicry across all the disciplines is unlikely to emerge through chance, χ<sup>2</sup>(7) = 20.04, Fisher <italic>p</italic> &lt; .01 and χ<sup>2</sup>(7) = 40.07, Fisher <italic>p</italic> &lt; .001, respectively. Law textbooks mentioned physical touch less frequently than education and medicine, χ<sup>2</sup>'s(1) ≥ 5.34, Fisher <italic>p’s</italic> ≤ .04, but not differently than sales, coaching, clinical, business, and leadership (which also did not mention physical touch), χ<sup>2</sup>'s(1) ≤ 4.90, Fisher <italic>p’s</italic> ≥ .05. For mimicry, law textbooks mentioned it less frequently than clinical, medicine, and leadership, χ<sup>2</sup>'s(1) ≥ 5.24, Fisher <italic>p’s</italic> ≤ .04, but not differently from education, sales, business, and coaching (which also did not mention mimicry), χ<sup>2</sup>'s(1) ≤ 5.41, Fisher <italic>p’s</italic> ≥ .05. As discussed later, mimicry is generally an interpersonal behavior and most effective in private one-on-one interactions in which both persons are actively participating (see <xref ref-type="bibr" rid="r39">Chartrand &amp; Van Baaren, 2009</xref>). With respect to physical contact, a critical reason for its omission is legal: Most jurisdictions prohibit attorneys from physically touching jurors or judges.</p>
<p>Law textbooks, however, did place an emphasis on how behavioral expressions could both develop trust <italic>and</italic> convey expertise. Textbooks emphasized that attorneys are encouraged to exude confidence, power, and status (<xref ref-type="bibr" rid="r60">Findley &amp; Sales, 2012</xref>), such that the attorney's disposition must always communicate "forthright confidence and belief in the strength of the case" (<xref ref-type="bibr" rid="r141">Murray, 1995</xref>, p. 78). "A lawyer whose body language lacks confidence or certainty is unable to be persuasive" (<xref ref-type="bibr" rid="r82">Haydock &amp; Sonsteng, 2015</xref>, p. 27). Behaviorally, attorneys were instructed to sit in a relaxed position to demonstrate their confidence (e.g., "arm position asymmetry, sideways lean, leg position asymmetry, hand relaxation, neck relaxation, slight reclining angles," Suggs &amp; Sales, 1978, as cited in <xref ref-type="bibr" rid="r60">Findley &amp; Sales, 2012</xref>, p. 111).</p></sec>
<sec><title>Sales</title>
<p>Eleven of 12 sales textbooks recommended a set of nonverbal behavior, and those textbooks mentioned an average of 6.73 (<italic>SD</italic> = 2.69) behaviors. Of the behaviors mentioned, 54% were the "core" behaviors, including maintaining sufficient eye contact (to convey sincerity, <xref ref-type="bibr" rid="r4">R. Anderson et al., 2014</xref>; <xref ref-type="bibr" rid="r94">Ingram et al., 2012</xref>), nodding one's head while listening to the client, smiling, maintaining an appropriate physical distance, and leaning forward. In addition to the "core" behaviors, these textbooks also recommend sitting with an open posture and crossing one's legs in an open position (to indicate cooperativeness), and modulating the volume of one's voice (to emphasize key points and to force clients to lean in to hear critical information; <xref ref-type="bibr" rid="r111">Lill &amp; Lill, 2008</xref>).</p>
<p>There was a clear consensus regarding the function that such nonverbal behaviors serve. Nonverbal behaviors are communicated to establish a "good relationship" (e.g., <xref ref-type="bibr" rid="r111">Lill &amp; Lill, 2008</xref>), in which clients can communicate their needs and understand that the salesperson is there to help (e.g., <xref ref-type="bibr" rid="r64">Futrell, 2008</xref>; <xref ref-type="bibr" rid="r97">Johnston &amp; Marshall, 2010</xref>), produce trust (<xref ref-type="bibr" rid="r116">Marks, 1991</xref>), and build rapport (<xref ref-type="bibr" rid="r28">Cant &amp; van Heerden, 2004</xref>). Whereas there may be the belief that a good salesperson talks extensively to demonstrate their expertise and enthusiasm about their product, some textbooks stressed the opposite strategy, in which listening is the key to both understanding what the buyer wants and to the development of trust and rapport (e.g., <xref ref-type="bibr" rid="r35">Castleberry &amp; Tanner, 2011</xref>; <xref ref-type="bibr" rid="r97">Johnston &amp; Marshall, 2010</xref>; <xref ref-type="bibr" rid="r116">Marks, 1991</xref>). Indeed, one textbook stated that "good relationships" were based on the so-called "80/20 rule," in which salespersons listen 80% of the time and talk for 20% (<xref ref-type="bibr" rid="r35">Castleberry &amp; Tanner, 2011</xref>). In this way, the nonverbal behaviors mentioned for being a good listener were the same behaviors used to develop trust. For instance, silence was mentioned not only as part of being a good listener, but it was cited repeatedly as crucial to the development of trust (e.g., <xref ref-type="bibr" rid="r35">Castleberry &amp; Tanner, 2011</xref>; <xref ref-type="bibr" rid="r98">Jones et al., 2006</xref>; <xref ref-type="bibr" rid="r116">Marks, 1991</xref>), such that it allows time for the client to process information (<xref ref-type="bibr" rid="r111">Lill &amp; Lill, 2008</xref>).</p>
<p>Moreover, nine of the 11 textbooks mentioned regulating the amount of distance between persons, a pattern unlikely to occur by chance, χ<sup>2</sup>(1) = 4.46, <italic>p</italic> = .03. The regulation of physical distance between people, and its relation to trust and attraction, has a long history in psychology and communication research (e.g., <xref ref-type="bibr" rid="r6">Argyle &amp; Dean, 1965</xref>; <xref ref-type="bibr" rid="r83">Hayduk, 1978</xref>; <xref ref-type="bibr" rid="r106">Kleck, 1969</xref>; <xref ref-type="bibr" rid="r113">Little, 1965</xref>; <xref ref-type="bibr" rid="r114">Lott &amp; Sommer, 1967</xref>; <xref ref-type="bibr" rid="r124">Mehrabian, 1968a</xref>, <xref ref-type="bibr" rid="r125">1968b</xref>; <xref ref-type="bibr" rid="r145">Patterson &amp; Gullion, 1968</xref>; <xref ref-type="bibr" rid="r161">Sally, 1995</xref>), and the textbooks' descriptions of the role of physical distance aligns with the larger empirical literature.</p></sec>
<sec><title>Clinicians</title>
<p>Eight of 12 clinical textbooks mentioned nonverbal behaviors, and of those texts, they mentioned an average of 7.75 (<italic>SD</italic> = 3.88) behaviors. There was tremendous agreement across the clinical textbooks, both in terms of each behavior's proposed importance and the recommendations for how to act. The importance of engaging in various nonverbal behaviors focused on creating an environment in which clients felt free to communicate (<xref ref-type="bibr" rid="r95">Ivey et al., 2010</xref>; <xref ref-type="bibr" rid="r168">Sommers-Flanagan &amp; Sommers-Flanagan, 2015</xref>), felt safe and comfortable (<xref ref-type="bibr" rid="r87">Hill, 2009</xref>), in which clinicians can grow empathic and trusting relationships (<xref ref-type="bibr" rid="r95">Ivey et al., 2010</xref>), and express intimacy and provide feedback (<xref ref-type="bibr" rid="r14">Beier &amp; Young, 1998</xref>). As noted in <xref ref-type="table" rid="t2">Table 2</xref>, the textbooks generally agreed on the importance of several behaviors, including eye contact, nodding one's head, smiling, maintaining physical proximity, mimicry, and leaning forward.</p>
<p>The across-textbook agreement was evident by inspecting two behaviors: eye contact and mimicry. Eye contact was mentioned by six of the eight textbooks, though this frequency was not different from chance, χ<sup>2</sup>(1) = 2.00, <italic>p</italic> = .15. Clinical textbooks claimed that eye contact is (a) critical given its importance to regulating the intensity of social interactions (<xref ref-type="bibr" rid="r87">Hill, 2009</xref>), (b) is used to communicate the clinician's interest and that they want to hear what the client has to say (<xref ref-type="bibr" rid="r51">Egan, 2002</xref>), and (c) a part of a larger strategy to produce "facilitative" relationships that contribute to positive evaluations of clinicians (<xref ref-type="bibr" rid="r47">Cormier et al., 2003</xref>). These mechanisms align with the larger literature on the role of eye contact. Eye contact is widely considered to be the "gateway" behavior to the development of trust. Eye contact's importance begins with its ability to focus attention (<xref ref-type="bibr" rid="r30">Cappella, 1981</xref>; <xref ref-type="bibr" rid="r148">Posner, 1980</xref>), and can thus be used functionally to change the social distance between people (<xref ref-type="bibr" rid="r1">Andersen, 1979</xref>; <xref ref-type="bibr" rid="r126">Mehrabian, 1969</xref>), strengthen interpersonal trust, and deepen levels of intimacy (e.g., <xref ref-type="bibr" rid="r98">Jones et al., 2006</xref>; <xref ref-type="bibr" rid="r104">King et al., 2011</xref>; <xref ref-type="bibr" rid="r119">Mason et al., 2005</xref>; <xref ref-type="bibr" rid="r177">Vuilleumier et al., 2005</xref>; <xref ref-type="bibr" rid="r186">Wyland &amp; Forgas, 2010</xref>).</p>
<p>For mimicry, five of the eight clinical textbooks mentioned its importance for developing trust, though this frequency was not different from chance, χ<sup>2</sup>(1) = 0.17, <italic>p</italic> = .68. Mimicry—which may be accomplished by something as simple as changing one's speech rate to match the client's rate or leaning in to align with the client's lean—produces a "connection" between the client and the clinician (<xref ref-type="bibr" rid="r24">Brems, 2001</xref>; <xref ref-type="bibr" rid="r87">Hill, 2009</xref>) and is used to heighten the clinician's understanding of how their clients see the world (<xref ref-type="bibr" rid="r47">Cormier et al., 2003</xref>; <xref ref-type="bibr" rid="r95">Ivey et al., 2010</xref>). Such descriptions are consistent with the importance the broader literature places on mimicry. The broader empirical literature concludes that mimicry increases (a) persuadability (<xref ref-type="bibr" rid="r8">Bailenson &amp; Yee, 2005</xref>), (b) the likelihood that people will follow recommendations (<xref ref-type="bibr" rid="r96">Jacob et al., 2011</xref>), (c) rapport and trust (<xref ref-type="bibr" rid="r16">Bernieri, 1988</xref>; for reviews, see <xref ref-type="bibr" rid="r56">Farley, 2014</xref>; <xref ref-type="bibr" rid="r74">Guéguen, 2009</xref>), (d) attraction (<xref ref-type="bibr" rid="r38">Chartrand &amp; Bargh, 1999</xref>), (e) interdependent self-construals (<xref ref-type="bibr" rid="r175">van Baaren et al., 2003</xref>), and (f) the amount of personal information disclosed (<xref ref-type="bibr" rid="r75">Guéguen et al., 2012</xref>).</p>
<p>Moreover, as with most of the other domains, clinical textbooks emphasized the relevance of the quality of the clinician's voice in the therapeutic context. Clinical textbooks agreed that the quality of the clinician's voice, when spoken audibly and at a slow rate, was associated with acceptance and respect (<xref ref-type="bibr" rid="r47">Cormier et al., 2003</xref>), enhanced interest and empathy (<xref ref-type="bibr" rid="r168">Sommers-Flanagan &amp; Sommers-Flanagan, 2015</xref>), warmth and interest (<xref ref-type="bibr" rid="r95">Ivey et al., 2010</xref>), and stronger rapport and comfort (<xref ref-type="bibr" rid="r87">Hill, 2009</xref>). Higher vocal frequency, similarly, has been linked to efforts to gain another person's acceptance. Vocal pleasantness is considered part of the expression of emotion (<xref ref-type="bibr" rid="r165">Scherer, 2003</xref>) and, relevant here, as an affiliation cue (<xref ref-type="bibr" rid="r30">Cappella, 1981</xref>; <xref ref-type="bibr" rid="r57">Farley et al., 2013</xref>; <xref ref-type="bibr" rid="r93">Hughes et al., 2010</xref>). For instance, people speak with a high-pitched voice when flirting (<xref ref-type="bibr" rid="r149">Puts et al., 2011</xref>) and when talking to infants or to the elderly (<xref ref-type="bibr" rid="r21">Bombar &amp; Littig, 1996</xref>; <xref ref-type="bibr" rid="r29">Caporael, 1981</xref>).</p></sec>
<sec><title>Coaching</title>
<p>Of the 18 coaching textbooks, seven spoke to the importance of using behavior when communicating with players. An average of 3.43 (<italic>SD</italic> = 1.27) behaviors were mentioned per textbook. The function of nonverbal behavior was proposed to (a) make the athlete feel accepted and important (<xref ref-type="bibr" rid="r118">Martens, 2012</xref>; <xref ref-type="bibr" rid="r136">Moore &amp; Tschannen-Moran, 2010</xref>; <xref ref-type="bibr" rid="r140">Murphy, 2005</xref>; <xref ref-type="bibr" rid="r178">Weinberg &amp; Gould, 2007</xref>), (b) facilitate active listening (<xref ref-type="bibr" rid="r26">Burton &amp; Raedeke, 2008</xref>; <xref ref-type="bibr" rid="r183">J. M. Williams, 2010</xref>), and (c) enhance the coach's overall effectiveness (<xref ref-type="bibr" rid="r136">Moore &amp; Tschannen-Moran, 2010</xref>; <xref ref-type="bibr" rid="r140">Murphy, 2005</xref>).</p>
<p>Compared with other disciplines, coaching textbooks included fewer citations and mentioned fewer different behaviors. One textbook based their description of the proscribed nonverbal behaviors on the SOLER method. The SOLER method states that the listener should <italic>s</italic>quare up and face the client, <italic>o</italic>pen their posture, <italic>l</italic>ean toward the client, maintain <italic>e</italic>ye contact, and <italic>r</italic>elax one's posture (<xref ref-type="bibr" rid="r51">Egan, 2002</xref>). Among the behaviors most commonly mentioned by textbooks from other disciplines, only eye contact, physical contact, and body orientation was mentioned by three or more coaching textbooks, and those behaviors were each mentioned through the SOLER method.</p></sec>
<sec><title>Business</title>
<p>Twelve of the 19 business textbooks included a description of how people in a business setting should act to build trusting relationships with coworkers. They mentioned an average of 6.08 (<italic>SD</italic> = 3.40) behaviors per textbook. The purpose of various behaviors is to engage in empathic listening (e.g., <xref ref-type="bibr" rid="r23">Bovée &amp; Thill, 2008</xref>; <xref ref-type="bibr" rid="r139">Munter &amp; Hamilton, 2012</xref>) and develop trust (e.g., <xref ref-type="bibr" rid="r23">Bovée &amp; Thill, 2008</xref>; <xref ref-type="bibr" rid="r154">Reece, 2014</xref>). Business textbooks mentioned eye contact, nodding in agreement, smiling frequently, maintaining an appropriate physical distance, leaning forward, and sitting upright.</p>
<p>As with descriptions from other disciplines, empathic listening was presented as engaging in several nonverbal behaviors, including eye contact, leaning forward, smiling, nodding along with what the speaker says, and keeping an open posture (e.g., <xref ref-type="bibr" rid="r105">Kinicki &amp; Fugate, 2016</xref>; <xref ref-type="bibr" rid="r151">Raman &amp; Singh, 2012</xref>). As with the clinical context, there was an emphasis on the use of one's voice. Some textbooks proposed that the speaker's credibility was affected by their voice's tempo, tone, and pacing. Indeed, these changes to the quality of one's voice may affect views of authority and firmness (<xref ref-type="bibr" rid="r151">Raman &amp; Singh, 2012</xref>) and varying tone keeps interest by emphasizing key points (<xref ref-type="bibr" rid="r117">Martel &amp; Martel, 1989</xref>).</p></sec>
<sec><title>Education</title>
<p>Of the 38 education textbooks, 13 made mention of nonverbal behaviors, and they mentioned an average of 3.85 (<italic>SD</italic> = 2.08) behaviors per textbook. The textbooks mentioned a similar set of behaviors compared with other disciplines, including eye contact, head nodding, smiling, laughter, and maintaining close proximity.</p>
<p>However, this discipline, compared with other disciplines, was split regarding the theoretical foundation for why it was important to engage in various affiliative displays. On the one hand, a large portion of the textbook authors emphasized the ability of affiliative behavior to produce a trusting and warm learning environment. Such behaviors thus communicate "liking and affect" (<xref ref-type="bibr" rid="r45">P. J. Cooper &amp; Simonds, 2007</xref>) and help students feel comfortable and is key to unlocking the "authentic teacher" who is trustworthy and sincere (<xref ref-type="bibr" rid="r85">Henley, 2006</xref>). On the other hand, a minority of textbooks took a different theoretical approach, such that they focused on positive reinforcement as the reason for expressing affiliative behavior. From this perspective, their expression operates to reward students for engaging in desirable behavior, and its absence works to reduce undesirable behavior (e.g., <xref ref-type="bibr" rid="r102">Kellough et al., 2006</xref>).</p>
<p>With regards to specific behaviors, the education textbooks stressed the value of smiling. Although smiling was not mentioned at a rate different from chance, χ<sup>2</sup>(1) = 1.92, <italic>p</italic> = .16, the justifications of those who did recommend it conformed to other literatures. <xref ref-type="bibr" rid="r185">Wong and Wong (2018)</xref>, for instance, noted that smiles communicate graciousness and hospitality, they also communicate understanding, peace, and harmony. The reasoning behind the recommendations for smiling was consistent with the broader research on the function that smiles play in interpersonal interactions. Smiles are detected, perceived, and used as a cue to develop trust (<xref ref-type="bibr" rid="r34">Cashdan, 1998</xref>; <xref ref-type="bibr" rid="r63">Fridlund, 1994</xref>; <xref ref-type="bibr" rid="r72">Godoy et al., 2005</xref>; <xref ref-type="bibr" rid="r107">Krumhuber et al., 2013</xref>; <xref ref-type="bibr" rid="r130">Mehu et al., 2007</xref>; <xref ref-type="bibr" rid="r163">Scharlemann et al., 2001</xref>). Other researchers have gone farther to propose that smiles are "costly signals," such that they increase trust while increasing the chance of being taken advantage of (<xref ref-type="bibr" rid="r37">Centorrino et al., 2011</xref>; <xref ref-type="bibr" rid="r131">Mehu &amp; N’Diaye, 2010</xref>).</p>
<p>A noteworthy conclusion from the education textbooks was the recommendation regarding physical contact with students. On the one hand, the textbooks stressed the value that physical contact—a hand on the shoulder, a pat on the back, a touch on the arm—has on developing trust (<xref ref-type="bibr" rid="r40">Chesebro &amp; McCroskey, 2002</xref>; <xref ref-type="bibr" rid="r45">P. J. Cooper &amp; Simonds, 2007</xref>; <xref ref-type="bibr" rid="r55">Emmer &amp; Evertson, 2013</xref>; <xref ref-type="bibr" rid="r179">Weinstein &amp; Mignano, 2007</xref>). However, touch was not recommended at a rate different from chance, χ<sup>2</sup>(1) = 0.69, <italic>p</italic> = .40. For the textbooks that did recommend it, touch provides emotional support, tenderness, and encouragement. Touch is thus used to communicate caring and understanding (<xref ref-type="bibr" rid="r45">P. J. Cooper &amp; Simonds, 2007</xref>) and as a form of reinforcement (<xref ref-type="bibr" rid="r40">Chesebro &amp; McCroskey, 2002</xref>). Touch has been described as the most direct and immediate developer of trust (<xref ref-type="bibr" rid="r172">Thayer, 1986</xref>). This view of touch aligns with the broader literature's, such that physical contact is a powerful cue to develop trust and liking (<xref ref-type="bibr" rid="r90">Hornik, 1991</xref>, <xref ref-type="bibr" rid="r91">1992</xref>; <xref ref-type="bibr" rid="r92">Hornik &amp; Ellis, 1988</xref>; <xref ref-type="bibr" rid="r159">S. A. Rose, 1990</xref>; <xref ref-type="bibr" rid="r181">Whitcher &amp; Fisher, 1979</xref>; for a review, see <xref ref-type="bibr" rid="r65">Gallace &amp; Spence, 2010</xref>). Beyond the educational realm, other disciplines pointed to the role of physical touch. Future medical professionals were encouraged to initiate physical contact to convey empathy (e.g., <xref ref-type="bibr" rid="r18">Bickley et al., 2007</xref>; <xref ref-type="bibr" rid="r160">Roter &amp; Hall, 2006</xref>), relax and provide comfort (e.g., <xref ref-type="bibr" rid="r20">Birrer, 1987</xref>), and reassure and express concern (e.g., <xref ref-type="bibr" rid="r112">Lipkin et al., 1995</xref>; <xref ref-type="bibr" rid="r142">Myerscough &amp; Ford, 1996</xref>). For coaching, <xref ref-type="bibr" rid="r5">Anshel (2012)</xref> recommended that coaches use physical touch, most commonly as a pat on the back or an arm around the shoulders, to benefit their interactions with their athletes.</p>
<p>On the other hand, textbook authors acknowledged that changing cultural norms (e.g., the MeToo movement) and age-specific norms makes it problematic to make any physical contact despite its benefits (e.g., <xref ref-type="bibr" rid="r168">Sommers-Flanagan &amp; Sommers-Flanagan, 2015</xref>). Teachers are often warned not to touch students and that the anxiety around touching tends to decline with teaching experience (<xref ref-type="bibr" rid="r179">Weinstein &amp; Mignano, 2007</xref>), but <xref ref-type="bibr" rid="r85">Henley (2006)</xref> noted that touch can be comforting in appropriate situations, such as with an emotionally distraught 6-year-old (who had fallen or had a disagreement with a fellow student).</p></sec>
<sec><title>Leadership</title>
<p>Of the 11 leadership textbooks, nine mentioned nonverbal behaviors, and they mentioned an average of 3.82 (<italic>SD</italic> = 1.33) behaviors per textbook. There was less of a consensus in this discipline, as only one behavior, eye contact, was mentioned by more than half of the sources. Indeed, eye contact was mentioned at a frequency unlikely to occur by chance, χ<sup>2</sup>(1) = 5.44, <italic>p</italic> = .02. Other behaviors mentioned by a third of textbooks included eye contact, head nodding, smiling, laughter, and maintaining close proximity.</p>
<p>The one point of consensus was eye contact, with textbook authors noting that it worked to communicate interest and intimacy (e.g., <xref ref-type="bibr" rid="r81">Hart, 2010</xref>; <xref ref-type="bibr" rid="r147">Polack &amp; Avtgis, 2011</xref>), facilitate empathic engagement (<xref ref-type="bibr" rid="r89">Hojat, 2006</xref>), enhance the ability to read emotional cues and recognize distress (<xref ref-type="bibr" rid="r160">Roter &amp; Hall, 2006</xref>), facilitate client's comfort (<xref ref-type="bibr" rid="r20">Birrer, 1987</xref>), and help with active listening (<xref ref-type="bibr" rid="r147">Polack &amp; Avtgis, 2011</xref>; <xref ref-type="bibr" rid="r160">Roter &amp; Hall, 2006</xref>).</p>
<p>As with law, there was a pattern whereby the function of affiliative behavior was described as relevant to communicate trust <italic>and</italic> expertise. Such behaviors—which were summarized by "SOFTEN," proscribed <italic>s</italic>miles, <italic>o</italic>pen stance, <italic>f</italic>orward lean, <italic>t</italic>one, <italic>e</italic>ye contact, and head <italic>n</italic>od—project both confidence and approachability (<xref ref-type="bibr" rid="r31">Cardon, 2018</xref>) and competence and trust (<xref ref-type="bibr" rid="r67">Gamble &amp; Gamble, 2013</xref>; <xref ref-type="bibr" rid="r76">Hackman &amp; Johnson, 2009</xref>). These behaviors were viewed as strengthening credibility by being seen as confident (<xref ref-type="bibr" rid="r79">Halpern &amp; Lubar, 2004</xref>).</p></sec>
<sec><title>Personal Domains</title>
<p>Behaviors mentioned in the attraction and parent-infant interaction literatures are presented in <xref ref-type="table" rid="t2">Table 2</xref>. Behaviors with clear empirical support were indicated with an X.</p>
<sec><title>Interpersonal Attraction</title>
<p>The literature on the nonverbal communication of attraction provides a list of affiliative behaviors that are associated with the expression of liking. Specifically, <xref ref-type="bibr" rid="r135">Montoya et al. (2018)</xref>, in a meta-analysis of 54 studies, identified a number of behaviors associated with the experience of attraction, including laughter, eye contact, engaging in mimetic behavior, frequency of smiling, conversation initiation, and maintaining proximity. The findings of the meta-analysis agreed with specific taxonomies in the dating context. For instance, <xref ref-type="bibr" rid="r71">Givens (1978)</xref> observed that people engaged in a number of behaviors during the courtship process, from eye contact, primping, smiling, laughing, gesticulating, to initiating physical contact. In a cross-cultural analysis, <xref ref-type="bibr" rid="r52">Eibl-Eibesfeldt (1972)</xref> noted a similar list of behaviors, including smiling while nodding, eye contact, and laughing.</p></sec>
<sec><title>Parent-Infant Interactions</title>
<p>The literature has identified a consistent list of behaviors that parents in Western cultures use in their interactions with infants. Specifically, the developmental psychology literature notes, most prominently, that eye contact, smiling, touch, soft voice, and behavioral mimicry are most commonly used (<xref ref-type="bibr" rid="r162">Schachner et al., 2005</xref>). For mimicry, parents and infants mimic each other's vocalizations, gaze, and head turns (e.g., <xref ref-type="bibr" rid="r30">Cappella, 1981</xref>; <xref ref-type="bibr" rid="r44">Condon &amp; Sander, 1974</xref>; <xref ref-type="bibr" rid="r70">Gewirtz &amp; Boyd, 1977</xref>; <xref ref-type="bibr" rid="r120">Matarazzo &amp; Wiens, 1972</xref>), with such mimetic behavior proposed to strengthen their bond (e.g., <xref ref-type="bibr" rid="r13">Beebe et al., 1982</xref>; <xref ref-type="bibr" rid="r17">Bernieri et al., 1988</xref>; <xref ref-type="bibr" rid="r61">Fogel et al., 1988</xref>). For eye contact, interactions between parents and securely attached infants are marked by higher levels of mutual eye contact and "positive" facial expressions (<xref ref-type="bibr" rid="r43">Colonnesi et al., 2012</xref>; see also <xref ref-type="bibr" rid="r101">Keller &amp; Gauda, 1987</xref>). Moreover, parents change their speech patterns when directing their speech toward infants, which is theorized to help a parent and infant emotionally bond (<xref ref-type="bibr" rid="r7">Arias &amp; Peña, 2016</xref>). This adjusted speech, referred to as "infant-directed speech," involves slower speech rate, more variable prosody, and simpler grammatical structures (<xref ref-type="bibr" rid="r46">R. P. Cooper &amp; Aslin, 1990</xref>). And for smiles, their expression between caregiver and infant is proposed to be instrumental for strengthening their bond (<xref ref-type="bibr" rid="r132">Messinger &amp; Fogel, 2007</xref>; <xref ref-type="bibr" rid="r133">Messinger et al., 2001</xref>).</p></sec></sec>
<sec><title>Ancillary Questions</title>
<sec><title>Rapid Development of Trust</title>
<p>This question centered on whether the presumed need for rapid trust development affected the behaviors recommended for use. Clinical textbooks mentioned "core" behaviors at a higher rate than business, education, law, leadership, and coaching, χ<sup>2</sup>'s (1) ≥ 7.52, <italic>p</italic>'s &lt; .01, but not a different rate than sales or medicine, χ<sup>2</sup>'s (1) ≤ 1.88, <italic>p</italic>'s &gt; .17. For specific behaviors, one trend was that the tendency to recommend mimicry-like behaviors (e.g., matching vocal tone, facial expression, body position) occurred more often in clinical textbooks (a discipline where patient-client relationships can be lengthy) than the other disciplines. Clinical textbooks did mention these three mimicry-like behaviors more than any of the other seven disciplines, χ<sup>2</sup>'s(1) ≥ 5.07, Fisher <italic>p</italic>'s &lt; .03.</p></sec>
<sec><title>Relative Status</title>
<p>To examine whether relative status affected which behaviors were recommended, business and leadership textbooks were compared because they share a similar context (business) but differ in the status of the potential audience. Leadership and business textbooks neither differed in their tendency to recommend core behaviors overall, χ<sup>2</sup>(1) = 0.03, <italic>p</italic> = .86 nor differed across each core behavior, χ<sup>2</sup>'s(1) ≤ 2.95, Fisher <italic>p's</italic> ≥ .17.</p></sec></sec></sec>
<sec sec-type="discussion"><title>Discussion</title>
<p>An analysis of scores of textbooks used to teach the next generation of professionals provided insight into the nonverbal behaviors proposed to build interpersonal trust. Despite largely drawing from different literatures and source material, textbooks from various disciplines arrived at similar sets of behavior. The most frequently mentioned behaviors included establishing eye contact, smiling, standing/sitting in close proximity, physical contact, and mimicry. The proposed explanations for the importance of each behavior were also similar, with textbooks converging on a small set of functions, including empathic listening, building trust, and exuding confidence. Moreover, and importantly, the behaviors proposed by the various disciplines largely aligned with the behaviors that parents use with their infants and what people use to express liking.</p>
<p>The consensus of the textbooks was that eight behaviors were critical (the "core" behaviors displayed in <xref ref-type="table" rid="t2">Table 2</xref>, plus mimicry) to build interpersonal trust. Not only was there strong consistency across the various disciplines, but there was consistency between the andragogical sources and the larger empirical literature. The behaviors associated with attraction did not meaningfully differ from the behaviors associated with the trust-producing behaviors in the mother-infant context, which did not meaningfully differ from the behaviors associated with trust in the various professional contexts. Indeed, in an analysis of the behaviors communicated between therapist and clients during psychotherapy sessions, <xref ref-type="bibr" rid="r164">Scheflen (1965)</xref> concluded that those behaviors matched those commonly seen in courtship displays.</p>
<p>Of all the recommended behaviors, 56.7% were "core" behaviors, indicating that textbooks generally did a good job of recommending behaviors that the larger literature had identified as important to the development of trust. When textbooks did go beyond the established taxonomy, they did so by overfocusing on a specific manifestation of a specific behavior. For instance, law, sales, and clinical textbooks spoke to "gestures synchronized with message" (<xref ref-type="bibr" rid="r4">R. Anderson et al., 2014</xref>; <xref ref-type="bibr" rid="r60">Findley &amp; Sales, 2012</xref>; <xref ref-type="bibr" rid="r95">Ivey et al., 2010</xref>), rather than "mimicry." Although this specific manifestation may be effective, it has not received clear empirical support.</p>
<p>Despite tremendous agreement across the disciplines, not all disciplines mentioned each behavior to the same degree. Smiling, for instance, was mentioned by 69% of education texts, 64% of sales texts, but only 20% of medical textbooks. In this case, context likely matters: Smiles can communicate trust, but also happiness (<xref ref-type="bibr" rid="r59">Finch &amp; Fernández, 2019</xref>), and the serious nature of what a doctor visit may indicate suggests that a behavior that may communicate "happiness" might be inappropriate. Alternatively, although mimicry has considerable support for its role in developing trust, it was not consistently recommended across disciplines, with no textbooks in law, sales, coaching, or business mentioning it. Two reasons for its omission are most likely. First, mimicry may be paired with undesirable outcomes when third party observers are present (<xref ref-type="bibr" rid="r69">Genschow &amp; Alves, 2020</xref>; <xref ref-type="bibr" rid="r100">Kavanagh et al., 2011</xref>), as they may view the mimicry negatively and evaluate those involved less favorably. Second, mimicry can be less effective when observers evaluate it as a cue of submissiveness (<xref ref-type="bibr" rid="r69">Genschow &amp; Alves, 2020</xref>), as an employee might be viewed as a sycophant for mimicking their boss.</p>
<p>There are often questions about whether a specific behavior produces interpersonal trust. <xref ref-type="bibr" rid="r135">Montoya et al. (2018)</xref> proposed a heuristic for distinguishing between those behaviors predictive of trust and those not. They submit that if it is possible to communicate a "lewd" version of the behavior, it is a predictor of trust. For instance, a smile with eye contact communicates trust, but sustained eye contact with an overwrought smile at the discotheque might be considered "creepy." Alternatively, a 60-degree head tilt would not likely be considered "lewd," and thus a less dramatic head tilt would not be communicative of trust. For some of the andragogical recommendations without clear empirical support, "match voice with one's facial expression," for instance, such an act is difficult to visualize as a "lewd" act.</p>
<p>Several disciplines discussed communicating cues of expertise rather than trust (specifically, law and education). Although practitioners from any discipline may benefit from being viewed as experts, they all emphasized that effective communication develops through enhancing trust rather than through demonstrating expertise (e.g., <xref ref-type="bibr" rid="r47">Cormier et al., 2003</xref>; <xref ref-type="bibr" rid="r182">White &amp; Gardner, 2012</xref>). Some disciplines went farther by recommending that practitioners should <italic>avoid</italic> appearing confident (e.g., sales, <xref ref-type="bibr" rid="r64">Futrell, 2008</xref>), as it can lead to lower client outcomes (e.g., <xref ref-type="bibr" rid="r12">Beck et al., 2002</xref>). In contrast, law textbooks most commonly couched the importance of engaging in various affiliative behaviors in terms of communicating expertise. However, the behaviors presented as important to being evaluated as an expert were not distinguishable from those recommended to develop trust. The various textbooks proposed, in essence, that such behaviors pull "double duty" by simultaneously building trust and establishing expertise. In the courtroom, for example, eye contact is used to establish both "credibility and sincerity" (<xref ref-type="bibr" rid="r82">Haydock &amp; Sonsteng, 2015</xref>, p. 27) and "confidence and trustworthiness" (<xref ref-type="bibr" rid="r146">Perrin et al., 2011</xref>, p. 150). Whether such behaviors affect both trust and expertise, however, remains unclear.</p>
<p>An underappreciated issue is that the perception and expression of nonverbal affiliative behaviors may be affected by culture, race, gender, ethnicity, among other characteristics. Unquestionably, the same behavior may be perceived differently given cultural considerations. For instance, people from the Middle East gaze longer at relationship partners than people from the United States (<xref ref-type="bibr" rid="r77">Hall, 1963</xref>), in South African cultures, compared to Western cultures, excessive eye contact is a sign of aggression or hostility (<xref ref-type="bibr" rid="r50">Du Preez, 1997</xref>), and in some cultures, physical contact is only acceptable in the context of a committed relationship (<xref ref-type="bibr" rid="r49">Du Plooy-Cilliers &amp; Venter, 2005</xref>). Additionally, the typical conversational seating distance tends to be closer for those in the United States than for people in Japan (<xref ref-type="bibr" rid="r170">Sussman &amp; Rosenfeld, 1982</xref>). For the presented analyses, the textbooks were drawn exclusively from the United States. However, despite cultural variability in the degree to which these various behaviors are expressed, the frequency—and the meaning—of the expression of various affiliative cues to trust is proposed to remain similar.</p>
<sec><title>Ancillary Questions</title>
<p>A secondary question focused on whether different behaviors were recommended in situations in which trust needed to be built quickly versus more slowly. One difference emerged in the tendency to recommend mimicry-like behaviors. The clinical textbooks recommended behaviors fitting into the category of mimicry (e.g., matching vocal tone, body position) more often than other disciplines. This could be due in part to the training that therapists receive. Indeed, mimicry is difficult to perform, and if done poorly or incorrectly, it could have negative consequences (<xref ref-type="bibr" rid="r33">Casasanto et al., 2020</xref>) or become less effective (<xref ref-type="bibr" rid="r108">Kulesza et al., 2016</xref>).</p>
<p>Another ancillary question focused on whether relative status (higher vs. equal) affected which affiliative behaviors were recommended. Two disciplines allowed for a specific comparison: business and leadership. One difference was the emphasis placed on sitting/standing behavior and body lean, which was recommended in the business textbooks, but not as often in leadership textbooks. One reason for this was thought to be the implied audiences. Leadership texts assumed the speaker was presenting to a group of employees whereas business texts focused more on one-on-one communication with peers and supervisors (e.g., <xref ref-type="bibr" rid="r11">Barrett, 2006</xref>; <xref ref-type="bibr" rid="r31">Cardon, 2018</xref>). However, the contrast between the behaviors for leadership and business revealed no differences between these areas.</p></sec>
<sec><title>The Importance of Nonverbal Behavior and Trust</title>
<p>An important question is the degree to which nonverbal behavior "matters" in the professional context. On the one hand, estimates of how much information is conveyed nonverbally indicates the answer to the question may be "quite a bit." For instance, <xref ref-type="bibr" rid="r128">Mehrabian and Ferris (1967)</xref> are reported as claiming that 93% of all information is communicated nonverbally. Similarly, <xref ref-type="bibr" rid="r78">Hall (1966)</xref> claimed that 90% of communication cues was "hidden cultural grammar," and other researchers propose similarly high estimates: <xref ref-type="bibr" rid="r139">Munter and Hamilton (2012)</xref> proposed 60–90%, <xref ref-type="bibr" rid="r19">Birdwhistell (1970)</xref> advocated for 65%, <xref ref-type="bibr" rid="r122">McElhaney (2005)</xref> proposed 60%, <xref ref-type="bibr" rid="r94">Ingram et al. (2012)</xref> proposed 50%, and <xref ref-type="bibr" rid="r64">Futrell (2008)</xref> and <xref ref-type="bibr" rid="r150">Quintanilla and Wahl (2014)</xref> both suggested 55%. On the other hand, the percentage of information that is convoyed nonverbally may be highly dependent on the context. Although the most often cited statistic is Mehrabian and colleague's 93%, Mehrabian (1995, as cited in <xref ref-type="bibr" rid="r110">Lapakko, 1997</xref>, p. 65) himself later stated that this question was difficult to answer, "My findings are often misquoted.... Clearly, it is absurd to imply or suggest that the verbal portion of all communication constitutes only 7% of the message. Suppose I want to tell you that the eraser you are looking for is in the second right-hand drawer of my desk in my third-floor office. How could anyone contend that the verbal part of this message is only 7% of the message?"</p>
<p>Whatever percentage nonverbal behavior plays, trust improves outcomes with clients. In the medical field, the absence of trust can take the form of failure to continue treatment (<xref ref-type="bibr" rid="r88">Hillen et al., 2011</xref>; <xref ref-type="bibr" rid="r188">Zolnierek &amp; DiMatteo, 2009</xref>), reduced information sharing and closed off communication (<xref ref-type="bibr" rid="r123">Mechanic, 1998</xref>), greater patient fear (<xref ref-type="bibr" rid="r88">Hillen et al., 2011</xref>), and lowered patient satisfaction (<xref ref-type="bibr" rid="r138">Mowen et al., 1993</xref>; <xref ref-type="bibr" rid="r143">Ong et al., 1995</xref>; <xref ref-type="bibr" rid="r184">S. Williams et al., 1998</xref>). Similarly, in the therapeutic context, clients who do not trust their therapist are more opposed to the proposed treatment (<xref ref-type="bibr" rid="r36">Castonguay et al., 1996</xref>). Alternatively, in coaching, players who trust their coach report higher levels of satisfaction with the coaching (<xref ref-type="bibr" rid="r99">Kao et al., 2017</xref>) and demonstrate increases in performance, commitment, and cooperation (<xref ref-type="bibr" rid="r187">Zhang &amp; Chelladurai, 2013</xref>). But when athletes mistrust their coach or perceive a breach in trust, they report a higher likelihood of leaving the team (<xref ref-type="bibr" rid="r10">Barnhill &amp; Turner, 2013</xref>). In the marketplace, trust predicts the strength of a buyer-seller relationship (<xref ref-type="bibr" rid="r68">Ganesan, 1994</xref>) and the perceived continuity of a buyer-seller relationship (<xref ref-type="bibr" rid="r2">E. Anderson &amp; Weitz, 1989</xref>).</p></sec>
<sec sec-type="conclusions"><title>Conclusion</title>
<p>Despite the disparate nature of the examined disciplines, an analysis of 86 textbooks across 8 disciplines arrived at a consistent set of recommendations for how to build interpersonal trust. A small subject of behaviors, including eye contact, mimicry, smiling, and maintaining physical proximity, were repeatedly recommended. Not only were the recommended behaviors consistent, but those behaviors were consistent with the behaviors used by parents and by people when they communicate liking. Although subtle differences persisted across disciplines—making domain-specific examination relevant—a core set of nonverbal behaviors remained important.</p>
</sec></sec>
</body>
<back><ack><title>Acknowledgment</title>
<p>We are grateful to Ridhwan Shakil for help with the coding and to the SCAR group and Zubin Discotheque for their assistance with this research.</p></ack>
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	<sec sec-type="supplementary-material" id="sp1"><title>Supplementary Materials</title>
		<p>For this article, a complete listing for each behavior from each textbook is available (see <xref ref-type="bibr" rid="sp1_r1">Porter, 2023</xref>).</p>
		<ref-list content-type="supplementary-material" id="suppl-ref-list">
			<ref id="sp1_r1">
				<mixed-citation publication-type="supplementary-material">
					<person-group person-group-type="author">
							<name name-style="western">
								<surname>Porter</surname>
								<given-names>B.</given-names>
							</name>
					</person-group> (<year>2023</year>). <source>An interdisciplinary investigation into the behaviors that build (and express) interpersonal trust</source> <comment>[Complete listing for each behavior from each textbook]</comment>. <publisher-name>OSF</publisher-name>. <ext-link ext-link-type="uri" xlink:href="https://osf.io/wydpr">https://osf.io/wydpr</ext-link>		
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			</ref>
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	</sec>
			

<fn-group>
<fn fn-type="financial-disclosure"><p>The authors have no funding to report.</p></fn>
</fn-group>
<fn-group>
<fn fn-type="conflict"><p>The authors have declared that no competing interests exist.</p></fn>
</fn-group>
</back>
</article>
