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<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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2024.1360540</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Interventions addressing the impostor phenomenon: a scoping review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Para</surname> <given-names>Emma</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<name><surname>Dubreuil</surname> <given-names>Philippe</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Miquelon</surname> <given-names>Paule</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Martin-Krumm</surname> <given-names>Charles</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Psychology, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res, Trois-Rivi&#x00E8;res</institution>, <addr-line>QC</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Human Resources Management, Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res, Trois-Rivi&#x00E8;res</institution>, <addr-line>QC</addr-line>, <country>Canada</country></aff>
<aff id="aff3"><sup>3</sup><institution>Vuln&#x00E9;rabilit&#x00E9;, Capabilit&#x00E9; et R&#x00E9;tablissement (VCR), Ecole de Psychologues Praticiens of Catholic University of Paris</institution>, <addr-line>Paris</addr-line>, <country>France</country></aff>
<aff id="aff4"><sup>4</sup><institution>INSERM INSPIIRE UMR 1319, Lorraine University</institution>, <addr-line>Nancy</addr-line>, <country>France</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Susanne Braun, Durham University, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Timothy Holmes, Durham University, United Kingdom</p>
<p>Daniel Gullifor, University of Wisconsin&#x2013;Eau Claire, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Emma Para, <email>emma.para@uqtr.ca</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1360540</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Para, Dubreuil, Miquelon and Martin-Krumm.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Para, Dubreuil, Miquelon and Martin-Krumm</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) and the copyright owner(s) 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>
<abstract>
<sec>
<title>Introduction</title>
<p>The Impostor Phenomenon (IP) refers to a psychological experience characterized by unjustified feelings of intellectual and professional fraud, accompanied by the fear of not maintaining performance and of being exposed. IP is receiving increasing attention in the fields of psychological health at work and occupational psychology as well as among the general public, since it affects the functioning of both individuals and organizations. The aim of this scoping review is to map the range of interventions that have been conducted to address IP among individuals experiencing it in a professional context.</p>
</sec>
<sec>
<title>Methods</title>
<p>The search and selection process to identify relevant reports was conducted using the PRISMA-ScR methodology and JBI recommendations and resulted in the selection of 31 studies.</p>
</sec>
<sec>
<title>Results</title>
<p>The results reported concerning the characteristics of the studies, the interventions described, and the effects identified are heterogeneous. More than half of the studies used research designs (experimental, pre-experimental, exploratory, etc.). Two major types of intervention emerge: training and counseling. The effectiveness of the interventions varies according to the evaluation methodology that was used, although most authors conclude that the proposed intervention is relevant.</p>
</sec>
<sec>
<title>Discussion</title>
<p>In light of these results, recognizing and educating individuals regarding the various manifestations of IP, as well as offering support in a group context, appear to be primary intervention levers. Future intervention proposals should explore psychosocial and educational influences as well as the impact of the immediate environment on IP-related beliefs.</p>
</sec>
</abstract>
<kwd-group>
<kwd>scoping review</kwd>
<kwd>impostor phenomenon</kwd>
<kwd>interventions</kwd>
<kwd>workplace</kwd>
<kwd>adults</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="76"/>
<page-count count="17"/>
<word-count count="12245"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Organizational Psychology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Since its emergence in the late 1970s (<xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>), the concept of impostor phenomenon (IP) is drawing increasing scientific interest and gaining popularity among the general public. It is characterized by an intense and secret psychological experience of intellectual and professional fraud (e.g., <xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>; <xref ref-type="bibr" rid="B37">Harvey and Katz, 1985</xref>). These unjustified feelings of phoniness in the face of success, known as <italic>impostor feelings</italic>, are accompanied by the fear of not being able to reproduce one&#x2019;s performance and the fear of being discovered (<xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>; <xref ref-type="bibr" rid="B18">Clance, 1985</xref>). IP seems to be a common experience, as <xref ref-type="bibr" rid="B71">Tewfik (2022)</xref> pointed out, &#x201C;<italic>may unwittingly come from common work experiences such as a promotion in which one is suddenly expected to successfully execute unfamiliar responsibilities</italic>&#x201D; (p. 992). Moreover, going through a major life transition or acquiring a new role, in a professional or a private context, can put individuals at risk of developing IP (<xref ref-type="bibr" rid="B36">Harvey, 1981</xref>; <xref ref-type="bibr" rid="B31">Fujie, 2010</xref>). IP can also be considered a vicious circle, where each repetition reinforces the dysfunctional beliefs and associated negative feelings (e.g., <xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>; <xref ref-type="bibr" rid="B18">Clance, 1985</xref>; <xref ref-type="bibr" rid="B17">Chrisman et al., 1995</xref>). With the exception of rare positive accounts (<xref ref-type="bibr" rid="B30">Fruhan, 2002</xref>; <xref ref-type="bibr" rid="B54">McElwee and Yurak, 2010</xref>; <xref ref-type="bibr" rid="B71">Tewfik, 2022</xref>), the expression of the IP is considered to be very detrimental to health and wellbeing at work (e.g., <xref ref-type="bibr" rid="B75">Vergauwe et al., 2015</xref>) and, consequently, to the proper functioning of organizations (e.g., <xref ref-type="bibr" rid="B41">Kets de Vries, 2005</xref>). Addressing IP seems to be a significant lever of action for organizations wishing to promote good health at work, and employee fulfillment and performance. Yet, as revealed by the systematic review by <xref ref-type="bibr" rid="B10">Bravata et al. (2020)</xref>, treatments for IP have been little studied to date. To fill this gap, this review examines interventions to address IP and proposes a benchmark for future contributions to this field of research.</p>
<p>To better understand its objectives, it is worth mentioning the broader context of current knowledge about IP. First of all, data on the prevalence of IP within the population vary widely, from 9% to 82%, depending on the psychometric instrument and cut-off score (<xref ref-type="bibr" rid="B10">Bravata et al., 2020</xref>). It is generally associated with a decrease in wellbeing and life satisfaction (<xref ref-type="bibr" rid="B21">Clance and O&#x2019;Toole, 1987</xref>; <xref ref-type="bibr" rid="B68">September et al., 2001</xref>). Furthermore, IP can affect individuals&#x2019; psychological health in various ways (e.g., <xref ref-type="bibr" rid="B7">Bernard et al., 2002</xref>; <xref ref-type="bibr" rid="B9">Brauer and Wolf, 2016</xref>). Indeed, it predicts up to 15% of self-reported psychological distress (<xref ref-type="bibr" rid="B61">Oriel et al., 2004</xref>). The most frequently associated comorbidities are depression (e.g., <xref ref-type="bibr" rid="B61">Oriel et al., 2004</xref>; <xref ref-type="bibr" rid="B46">Leonhardt et al., 2017</xref>), anxiety (e.g., <xref ref-type="bibr" rid="B7">Bernard et al., 2002</xref>; <xref ref-type="bibr" rid="B39">Kananifar et al., 2015</xref>) low self-esteem (<xref ref-type="bibr" rid="B58">Neureiter and Traut-Mattausch, 2016</xref>), and somatic symptoms and social dysfunction (<xref ref-type="bibr" rid="B39">Kananifar et al., 2015</xref>). Moreover, IP is now considered by many experts to be a psychopathological reality (e.g., <xref ref-type="bibr" rid="B13">Chassangre, 2016</xref>) and some researchers have suggested that it should be included in the Diagnostic and Statistical Manual of Mental Disorders (DSM) (<xref ref-type="bibr" rid="B10">Bravata et al., 2020</xref>).</p>
<p>Observational studies of IP in a work context have been carried out in various fields, such as academia (e.g., <xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>; <xref ref-type="bibr" rid="B11">Byrnes and Lester, 1995</xref>), healthcare (e.g., <xref ref-type="bibr" rid="B2">Ares, 2018</xref>; <xref ref-type="bibr" rid="B42">LaDonna et al., 2018</xref>), marketing (e.g., <xref ref-type="bibr" rid="B29">Fried-Buchalter, 1997</xref>), and management (<xref ref-type="bibr" rid="B67">Rohrmann et al., 2016</xref>). In professional context, IP is generally associated with reduced job satisfaction (<xref ref-type="bibr" rid="B75">Vergauwe et al., 2015</xref>). Studies have demonstrated its link with stress (e.g., <xref ref-type="bibr" rid="B67">Rohrmann et al., 2016</xref>; <xref ref-type="bibr" rid="B1">Alrayyes et al., 2020</xref>), burn-out (e.g., <xref ref-type="bibr" rid="B45">Legassie et al., 2008</xref>; <xref ref-type="bibr" rid="B75">Vergauwe et al., 2015</xref>), and emotional exhaustion (<xref ref-type="bibr" rid="B43">Leach et al., 2019</xref>). Furthermore, IP is known to negatively affect work-life balance (<xref ref-type="bibr" rid="B23">Crawford et al., 2016</xref>) and it is positively related to workaholism (<xref ref-type="bibr" rid="B56">Mir and Kamal, 2018</xref>), suggesting that persons who experience IP are more likely to work harder and longer, in order to avoid their fear of failure. In addition, it can often become an obstacle to career progression and the motivation to take on a leadership role (<xref ref-type="bibr" rid="B58">Neureiter and Traut-Mattausch, 2016</xref>, <xref ref-type="bibr" rid="B59">2017</xref>). It can also influence decisions about whether to continue in an educational program or a career (e.g., <xref ref-type="bibr" rid="B21">Clance and O&#x2019;Toole, 1987</xref>; <xref ref-type="bibr" rid="B8">Blondeau and Awad, 2018</xref>). Moreover, IP is usually known to lead to maladaptive organizational behaviors (e.g., <xref ref-type="bibr" rid="B6">Bechtoldt, 2015</xref>; <xref ref-type="bibr" rid="B58">Neureiter and Traut-Mattausch, 2016</xref>). More recently, <xref ref-type="bibr" rid="B71">Tewfik (2022)</xref> has nuanced this observation by demonstrating that those who experience IP were evaluated as more interpersonally effective. What is more, this relational efficiency does not come at the expense of competence-related outcomes. IP is also known as a factor influencing absenteeism and turnover in companies (<xref ref-type="bibr" rid="B41">Kets de Vries, 2005</xref>). However, organizational functioning and managerial attitudes can mitigate the deleterious effects of IP (e.g., <xref ref-type="bibr" rid="B6">Bechtoldt, 2015</xref>; <xref ref-type="bibr" rid="B23">Crawford et al., 2016</xref>).</p>
<p>That being said, an important aspect of the theoretical background is the lack of conceptual clarity regarding IP and the persistent discussion over the nature of the construct. Beyond the lack of uniformity in the terms used to designate it (sometimes a phenomenon, a syndrome, <italic>impostorism</italic>, an experience, a feeling, thoughts, etc.), a lack of consensus remains on its consideration as a trait or a state (<xref ref-type="bibr" rid="B33">Gullifor et al., 2023</xref>) or on the dimensionality of the phenomenon (<xref ref-type="bibr" rid="B50">Mak et al., 2019</xref>). Indeed, IP was described by early authors as a cognitive, behavioral, and emotional dynamic (<xref ref-type="bibr" rid="B18">Clance, 1985</xref>), corresponding to a list of intrapersonal criteria (<xref ref-type="bibr" rid="B18">Clance, 1985</xref>; <xref ref-type="bibr" rid="B37">Harvey and Katz, 1985</xref>). If, for many years, it was perceived as a stable personality trait (e.g., <xref ref-type="bibr" rid="B72">Topping, 1983</xref>; <xref ref-type="bibr" rid="B69">Sonnak and Towell, 2001</xref>), it was later seen as an affective state that could manifest itself in certain situations (e.g., <xref ref-type="bibr" rid="B44">Leary et al., 2000</xref>; <xref ref-type="bibr" rid="B53">McElwee and Yurak, 2007</xref>); a <italic>psychological experience</italic> according to <xref ref-type="bibr" rid="B54">McElwee and Yurak (2010)</xref>. Since then, this aspect of the discussion has not really been elucidated, as <xref ref-type="bibr" rid="B33">Gullifor et al. (2023)</xref> pointed out. In response to this issue, these authors proposed a <italic>trait&#x2013;state conceptualization of IP.</italic> On the other hand, <xref ref-type="bibr" rid="B50">Mak et al. (2019)</xref>, in a systematic review of IP measurement scales, identify that the lack of conceptual clarity around the dimensionality of the IP has limited the establishment of a <italic>gold standard measure.</italic></p>
<p>Despite these critical gaps in the scientific literature, which are legitimately deplored by the authors of systematic reviews on the subject (<xref ref-type="bibr" rid="B50">Mak et al., 2019</xref>; <xref ref-type="bibr" rid="B10">Bravata et al., 2020</xref>; <xref ref-type="bibr" rid="B33">Gullifor et al., 2023</xref>), the field of research of the interventions addressing IP is, quite recently, expanding. According to recent perspectives (e.g., <xref ref-type="bibr" rid="B40">Kark et al., 2022</xref>), IP presents as a psycho-social issue that affects the psychological health, wellbeing, and careers of individuals. These findings justify a scoping review, to support both current intervention approaches and the development of future research in this field. A scoping review is particularly relevant to the topic of interventions addressing IP given that the subject is emergent and has not been extensively reviewed. Like systematic reviews, scoping reviews follow a rigorous, systematic literature search and identification process; however, they are more exploratory in nature (<xref ref-type="bibr" rid="B22">Colquhoun et al., 2014</xref>; <xref ref-type="bibr" rid="B48">Lockwood and Tricco, 2020</xref>).</p>
<p>Therefore, the aim of this scoping review is to provide a more comprehensive overview of the research landscape, map the range of interventions that have been conducted to address IP among individuals experiencing it in a professional context, which is currently unavailable in the literature. In line with this objective, it addresses the following questions: (1) What types of studies and methodologies have been undertaken to explore interventions addressing IP expressed in occupational contexts? (2) What are the modalities and characteristics of these interventions? and (3) What are the effects of these interventions?</p>
</sec>
<sec id="S2">
<title>Method</title>
<p>This scoping review uses a systematic approach to analyze and aggregate scientific data on a given topic to identify concepts, theories, sources, and gaps associated with current knowledge (e.g., <xref ref-type="bibr" rid="B57">Munn et al., 2018</xref>; <xref ref-type="bibr" rid="B74">Tricco et al., 2018</xref>, <xref ref-type="bibr" rid="B73">2022</xref>). However, unlike a systematic review, a scoping review must examine all relevant literature, regardless of the study design. This review follows the Preferred Reporting Items for Systematic Reviews and Meta-Analyses, Extension for Scoping Reviews (PRISMA-ScR) (2018) guidelines and the recommendations of the Joanna Briggs Institute (JBI) (2020). PRISMA-ScR Check List is presented as <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>.</p>
<p>Framing elements were defined to guide the identification and selection of references. These elements concern: (1) the target population of adults in a professional context (such as employees, managers, self-employed workers, but also student trainees and interns), (2) the concept of interventions to address IP, and (3) the organizational, training or private context of these interventions.</p>
<sec id="S2.SS1">
<title>Search and selection process of references</title>
<sec id="S2.SS1.SSS1">
<title>Search terms and sources</title>
<p>Relevant references were identified using an iterative process, initiated in November 2022, supported by a librarian specialized in database selection, keyword identification, equation development and search strategy. This approach was then refined in light of the initial results.</p>
<p>Six databases covering psychological, medical, and business literature were selected: APA PsycArticles, APA PsycINFO (EBSCO), Business Source Complete (EBSCO), PubPsych, Scopus, and MEDLINE. The search equation was developed by combining impostor phenomenon (IP) keywords and treatment terms. In the literature, the terms <italic>Impostor Syndrome</italic> (IS) and <italic>Impostor Phenomenon</italic> (IP) are synonymous. Other less common terms, such as <italic>Impostor Experience, Fraud Syndrome</italic>, and <italic>Impostorism</italic>, were also included. These terms were associated with the keywords <italic>Treatment, Intervention, Therapy, Counseling, Rehabilitation</italic>, and <italic>Management</italic>.</p>
<p>The database search identified a total of 394 references. It was subsequently completed by a manual search and consultation of the reference lists, which identified a further 14 references. As an example, the search strategy for APA PsycInfo is presented in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>.</p>
</sec>
<sec id="S2.SS1.SSS2">
<title>Selection of references</title>
<p>The selection of references was based on predetermined eligibility criteria (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Eligibility criteria for reference selection.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Criteria</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Inclusion</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Exclusion</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Population</td>
<td valign="top" align="left">Adults;<break/>Professionals or students working in a professional context (e.g., interns, residents, etc.).</td>
<td valign="top" align="left">Minors;<break/>Non-professional students (i.e., in academic context only).</td>
</tr>
<tr>
<td valign="top" align="left">Exposure</td>
<td valign="top" align="left">IP in work-related or internship situation.</td>
<td valign="top" align="left">IP in personal or social context.</td>
</tr>
<tr>
<td valign="top" align="left">Theme or publication subject</td>
<td valign="top" align="left">Mentions or involves an intervention on IP in work-related or internship situation.</td>
<td valign="top" align="left">Does not describe the intervention used.</td>
</tr>
<tr>
<td valign="top" align="left">Publication type</td>
<td valign="top" align="left">Articles in peer-reviewed journals, doctoral theses, chapters in scientific or educational books (e.g., teaching manuals, books for students, professionals, and academics).</td>
<td valign="top" align="left">Lay literature (e.g., blog articles, non-specialized journals, business reviews, popular or personal development books).</td>
</tr>
<tr>
<td valign="top" align="left">Publication language</td>
<td valign="top" align="left">English, French.</td>
<td valign="top" align="left">All others languages.</td>
</tr>
<tr>
<td valign="top" align="left">Publication date</td>
<td valign="top" align="left">From 1978 (date of emergence of the IP concept) to the day of research.</td>
<td valign="top" align="left">Before 1978.</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>According to the JBI, the broad scope of scoping reviews allows for &#x201C;<italic>less restrictive inclusion criteria</italic>&#x201D; (<xref ref-type="bibr" rid="B64">Peters et al., 2015</xref>, p. 7) and may draw upon data from any type of evidence and research methodology (<xref ref-type="bibr" rid="B63">Peters et al., 2020</xref>). Furthermore, based on the defined objectives and framing elements, the definition of inclusion criteria (in terms of dates, diversity of sources and types of methodology) ensured broad coverage of all the literature relevant to this scoping review; including exploratory, prescriptive, and non-experimental scientific literature. In addition, although this research falls within the field of organizational psychology, it was decided to include studies involving students; as long as they are in internship situations, which utilize their skills as future professionals rather than strictly academic competencies. Exclusion criteria were defined to eliminate references that would not have pertinently addressed the questions raised by this scoping review (e.g., excluding studies focusing on children, references without any interventions, etc.).</p>
<p>After deleting duplicates, the titles and abstracts of all references were examined for relevance. Those that clearly did not meet the criteria were eliminated. Two reviewers then applied these criteria to all the abstracts retained after the first selection (<italic>n</italic> = 124), and then to the full texts (<italic>n</italic> = 48) to determine their eligibility. In the end, 31 publications were retained. <xref ref-type="fig" rid="F1">Figure 1</xref> presents the PRISMA flow diagram.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Flow diagram of the selection process of references according to PRISMA-ScR guidelines.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-15-1360540-g001.tif"/>
</fig>
</sec>
<sec id="S2.SS1.SSS3">
<title>Data extraction</title>
<p>The information and characteristics of the selected references were extracted using a coding grid. They included title, authors, geographical origin, year and type of publication, study objectives, study population and sample size (if applicable), participant characteristics, methodology, measures used, type of intervention, results of analyses, and finally, limitations and main conclusions.</p>
</sec>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>General overview</title>
<p>Of the 31 references on IP interventions selected, 26 are scientific articles from peer-reviewed journals, with a wide range of contents and formats; 4 are chapters in scientific or professional books and 1 is a doctoral thesis.</p>
<p>The interventions presented in these documents vary depending on the context of the studies. First, most interventions were conducted in Europe or the United States (over 80%). Second, the majority of the interventions were deployed in the healthcare and higher education (university) sectors, among participants reporting IP in relation to their professional activities.</p>
<p>Regarding the characteristics of the participants, most of the interventions were carried out with a sample of participants composed primarily of women. Some even specifically targeted professional women (e.g., <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref>). Moreover, in half the studies, the average age of participants was under 40 years. In addition, the fact that the participants were young professionals was sometimes reported as an important aspect (e.g., <xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>; <xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>). However, not all authors reported the age of participants (e.g., <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>).</p>
<p>In terms of temporal landmarks, it is very interesting to observe that the field of research on interventions addressing IP is recently in full expansion. This is even more true when considering only studies based on a research design (all post-2018). <xref ref-type="fig" rid="F2">Figure 2</xref> presents the number of publications related to IP interventions over the years. This observation constitutes an additional argument in favor of proposing a synthesis of existing data and gaps in the current literature.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Number of publications related to interventions addressing IP between 1978 and 2023 (October).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-15-1360540-g002.tif"/>
</fig>
<p>Considering the great heterogeneity of the selected references and to clearly report the results, as well as to be able to make consistent comparisons between types of intervention, the decision was made to split the references into two categories. The objective of splitting the references into two categories is to facilitate the distinction between both and to help the readers further discern the conclusions drawn from these two types of literature. The results from these two types of literature are thus presented separately below.</p>
</sec>
<sec id="S3.SS2">
<title>Studies carried out using a research design</title>
<p><xref ref-type="table" rid="T2">Table 2</xref> presents references describing an intervention tested using a scientific research design.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>References testing an intervention in a scientific study design.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">References</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Publication type</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Study design</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Sample size (<italic>N</italic>)</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Population type, gender, and age</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Variables</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Intervention (duration)</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Key findings</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Cross-sectional (mixed-method)</td>
<td valign="top" align="left">21</td>
<td valign="top" align="left">Internal medicine residents<break/>Gender not reported (NR)<break/>Age NR</td>
<td valign="top" align="left"><italic>Quantitative</italic><break/>Effects of intervention on resident wellness<break/>Learning objectives about IS<break/><italic>Qualitative</italic><break/>Intervention feedback and improvement suggestions</td>
<td valign="top" align="left">Small-group discussion on the topic of IS, as part of a larger series of discussion sessions on resident wellness (30&#x2013;45 min)</td>
<td valign="top" align="left">IS has been linked to resident burnout.<break/>After the intervention, 96% of residents felt comfortable recognizing IS in themselves and 62% knew the appropriate next steps after identification.<break/>Discussing IS was viewed by 81% of residents as an effective intervention to promote wellness and resiliency.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B12">Chang et al., 2022</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Pre-experimental (mixed-method)</td>
<td valign="top" align="left">51</td>
<td valign="top" align="left">Health science students<break/>Women (69%), men (31%)<break/>Age NR</td>
<td valign="top" align="left"><italic>Quantitative</italic><break/>Impostor phenomenon<break/>Growth mindset<break/>Coping strategies<break/><italic>Qualitative</italic> via structured progress reports: value of research, personal growth, and career development</td>
<td valign="top" align="left">Theory-based workshop on impostor perceptions and growth mindset (90 min)</td>
<td valign="top" align="left">The workshop enhanced IP awareness and provided coping strategies.<break/>Adopting a growth mindset may reduce imposture feelings, explaining the intervention&#x2019;s effectiveness.<break/>Quantitatively, students&#x2019; feelings of imposture remained unchanged, but they reported improved management of these feelings and sustained progress in facing their challenges.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Pre-experimental (quantitative)</td>
<td valign="top" align="left">65</td>
<td valign="top" align="left">Early-career women faculty<break/>Women (100%) 29 years or younger (6.2%), 30&#x2013;39 years (75.4%), 40&#x2013;49 years (18.5%)</td>
<td valign="top" align="left"><italic>Quantitative</italic><break/>Career knowledge and skills confidence<break/>Current perceptions of the work environment<break/>Program feedback</td>
<td valign="top" align="left">Interactive sessions of professional training: <italic>Early Career Development Program for Women</italic> (4 years: 6 sessions of 6&#x2013;8 h each)</td>
<td valign="top" align="left">Most skills like <italic>knowing paths to promotion, tailoring communication style, ability to manage conflict and to handle personal&#x2013;professional role balance</italic> showed pre&#x2013;post significant improvement. Women reported a significant increase in confidence. A total of 89.3% of participants rated the program as having a very strong impact.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Case report (qualitative)</td>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Psychotherapist<break/>Woman<break/>Age NR</td>
<td valign="top" align="left"><italic>Qualitative</italic><break/>Effectiveness of clinical supervision on the IP through confidence, self-empathy, shame, and fear</td>
<td valign="top" align="left">Individual clinical supervision (narrative therapy and interpersonal neurobiology) (NR)</td>
<td valign="top" align="left">Through supervision that blended narrative therapy methods with interpersonal neurobiology concepts, the client achieved beneficial results. She regained confidence, saw a reduction in her feelings of shame and fear, and developed self-empathy by creating a new, empowering personal story.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Cross-sectional (mixed-method)</td>
<td valign="top" align="left">30</td>
<td valign="top" align="left">Clinical radiology faculty (radiologists)<break/>Men (63%), women (37%)<break/>Age NR</td>
<td valign="top" align="left"><italic>Quantitative</italic><break/>Impostor phenomenon Burnout Quality rating (post-workshop)<break/><italic>Qualitative</italic><break/>IP personal experience<break/>Common representations about IP and burnout</td>
<td valign="top" align="left">Interactive workshop on IP through medical improvisational techniques (1 h)</td>
<td valign="top" align="left">A total of 71% of respondents exhibited frequent or intense symptoms of IP. The IP is statistically correlated with burnout within radiologists.<break/>Through &#x201C;<italic>creating an inclusive environment of belonging and acceptance</italic>&#x201D; a pilot workshop utilizing medical improvisational techniques to address IP was very well received.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Experimental (randomized controlled trial) (quantitative)</td>
<td valign="top" align="left">101</td>
<td valign="top" align="left">Female resident physicians<break/>Women (100%)<break/>Mean age = 29.4 years<break/>(SD = 2.3)</td>
<td valign="top" align="left"><italic>Quantitative</italic><break/>Impostor phenomenon<break/>Burnout<break/>Self-compassion<break/>Moral injury</td>
<td valign="top" align="left">Web-based professional group-coaching program: <italic>Better Together Physician Coaching</italic> (6 months)<break/>Waiting list control group</td>
<td valign="top" align="left">In the intervention group, emotional exhaustion decreased by a mean of 3.26 points, IP impostor syndrome decreased by a mean of 1.16 points and self-compassion scores increased by a mean of 5.55 points.<break/>An online multiformat group-coaching program may be an effective intervention to decrease burnout and IS and to increase self-compassion.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B32">Gold et al., 2019</xref></td>
<td valign="top" align="left">Brief research report</td>
<td valign="top" align="left">Pre-experimental (mixed-method)</td>
<td valign="top" align="left">30 (18 completed surveys)</td>
<td valign="top" align="left">Medical students Women (83.3%) Age NR</td>
<td valign="top" align="left"><italic>Quantitative</italic> Empathy Wellness (interpersonal fulfillment) Loneliness <italic>Qualitative</italic>: groups expectations and goals</td>
<td valign="top" align="left">Reflection and support groups (6 months: 90 min, biweekly)</td>
<td valign="top" align="left">For the majority of participants, group sessions enhanced wellbeing, self-awareness, empathy, and fostered a sense of connection. Reflection groups seem to be successful in reducing IS and fostering social belonging.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B34">Haney et al., 2018</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Cross-sectional (mixed-method)</td>
<td valign="top" align="left">447</td>
<td valign="top" align="left">Students from 8 healthcare specialties professions Gender NR Age NR</td>
<td valign="top" align="left"><italic>Quantitative</italic> Impostor phenomenon <italic>Qualitative</italic> Comments about the effects of intervention</td>
<td valign="top" align="left">Educational inter-professional workshop (1 day)</td>
<td valign="top" align="left">IP scores are significantly elevated for half of participants and indicate that they have frequent feelings of imposture. As a qualitative outcome, students expressed feelings of liberation and empowerment after the workshop.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Exploratory (qualitative)</td>
<td valign="top" align="left">6</td>
<td valign="top" align="left">General practice trainees 4 women, 2 men Age NR</td>
<td valign="top" align="left"><italic>Qualitative</italic> (thematic grouping): General experience of coaching Leadership identity Areas of leadership development</td>
<td valign="top" align="left">Professional coaching sessions (12 weeks: 6 coaching sessions)</td>
<td valign="top" align="left">Coaching provides guidance and fosters a sense of identity. It appears to validate clients as leaders and mitigates feelings associated with IP. This approach delivers personalized, in-depth, practical learning.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B47">Liu et al., 2023</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Experimental (randomized controlled trial) (quantitative)</td>
<td valign="top" align="left">227</td>
<td valign="top" align="left">College students Cisgender women (77.5%), cisgender men (21.6%), transgender (0.4%), non-binary (0.4%). Mean age = 19.58 years (SD = 2.82)</td>
<td valign="top" align="left"><italic>Quantitative</italic> Impostor phenomenon Maladaptive perfectionism Psychological distress Fear of self-compassion Core self-evaluation</td>
<td valign="top" align="left">Brief self-compassion intervention: online training modules (4 &#x00D7; 45 min) No intervention control group</td>
<td valign="top" align="left">The intervention had significant treatment effects for reducing IP and maladaptive perfectionism. Fear of self-compassion and core self-evaluation appear as moderators of the intervention&#x2019;s effects but not in the way that was expected.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B49">Magro, 2022</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Descriptive phenomenology (qualitative)</td>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Managers (mid-career or senior professionals) Women (100%) Age between 25 and 55 years</td>
<td valign="top" align="left"><italic>Qualitative</italic> Describe the experience of being coached for impostor syndrome State before coaching Coaching engagement Impact of coaching</td>
<td valign="top" align="left">Individual professional coaching and group coaching for one participant (NR)</td>
<td valign="top" align="left">The benefits of coaching about IP are based on &#x201C;<italic>an emotional process of trusting, learning, uncovering, managing, and sharing</italic>&#x201D; (p. 68). Through the relationship itself and the tools and techniques learnt, clients are able to improve their awareness and manage their feelings of imposture. However, these effects seem to be only temporary and diminish after the coaching experience is over.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B51">Mann et al., 2023</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Experimental (randomized controlled trial) (quantitative)</td>
<td valign="top" align="left">1,017</td>
<td valign="top" align="left">GME women physician trainees Women (100%) Mean age = 30.9 years (SD = 4)</td>
<td valign="top" align="left"><italic>Quantitative</italic> Impostor syndrome Moral injury Burnout Self-compassion Flourishing</td>
<td valign="top" align="left">Online group-coaching program: <italic>Better Together Physician Coaching</italic> (4 months) Waiting list control group</td>
<td valign="top" align="left">Participants had a statistically significant reduction in all scales of burnout, moral injury, and IS, as well as improved self-compassion and flourishing, compared with the control group. Web-based professional group-coaching can improve outcomes of wellbeing and mitigate symptoms of burnout for women physician trainees.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B55">Metz et al., 2020</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Pre-experimental (quantitative)</td>
<td valign="top" align="left">103</td>
<td valign="top" align="left">First-year dental students Women (53%), men (47%) 21 years or younger (6%), 22&#x2013;25 (72%), 25 years or older (22%)</td>
<td valign="top" align="left"><italic>Quantitative</italic> Impostor phenomenon Student use of the 6 coping mechanisms</td>
<td valign="top" align="left">Online training module to educate about IP and provide 6 coping mechanisms (6-credit-hour)</td>
<td valign="top" align="left">There was a reduction in IP scores post-semester, from 63.44 to 59.12. The proportion of students experiencing strong impostor feelings dropped from 13.6% to 4.9%. Common coping strategies included cutting back on non-essential tasks and using scheduling to avoid procrastination. An online training module can enhance IP awareness and assist high-achieving students in managing it.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B60">Ogunyemi et al., 2022</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Retrospective and cross-sectional (quantitative)</td>
<td valign="top" align="left">198</td>
<td valign="top" align="left">Medical education cohort Women (77.5%), men (22.5%) 40 years or younger (46.9%)</td>
<td valign="top" align="left"><italic>Quantitative</italic> Impostor phenomenon Baseline knowledge on IS IS competence subtypes Perception about intervention Post-intervention knowledge of IS</td>
<td valign="top" align="left">Interactive and reflective educational workshop (60&#x2013;90 min)</td>
<td valign="top" align="left">A total of 57% of participants were positive for IS. There was an increase in knowledge survey scores from 4.94 to 5.78 following the intervention. Participants&#x2019; recognition of IS as a source of stress, an obstacle to achieving full potential, and a factor in negative relationships or teamwork increased. An interactive workshop focusing on IS can enhance understanding and awareness of the syndrome.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B65">Popovic, 2020</xref></td>
<td valign="top" align="left">Doctoral dissertation</td>
<td valign="top" align="left">Interpretative phenomenology (qualitative)</td>
<td valign="top" align="left">12</td>
<td valign="top" align="left">Master level marriage and family therapy students 10 women and 2 men Age between 25 and 61 years</td>
<td valign="top" align="left"><italic>Quantitative</italic> Impostor phenomenon <italic>Qualitative</italic> Levels of differentiation Sense of awareness Anxiety Sense of connectedness Sense of freedom New knowledge</td>
<td valign="top" align="left">Multimodal intervention including a short psycho-educational training (10&#x2013;15 min), supervision group (90&#x2013;120 min), family genogram homework (30&#x2013;40 min), and semi-structured interviews (90&#x2013;120 min)</td>
<td valign="top" align="left">Utilizing Bowen Family Systems Theory in supervision can address challenges like unawareness, heightened anxiety, feelings of isolation, restricted freedom, and insufficient knowledge about IP. The multimodal approach significantly improved self-awareness in MFT students, helping them distinguish their thoughts and emotions and separate emotional from intellectual processes.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref></td>
<td valign="top" align="left">Research article</td>
<td valign="top" align="left">Experimental (randomized controlled trial) (quantitative)</td>
<td valign="top" align="left">103</td>
<td valign="top" align="left">Young employees in industrial sector Men (67%), women (33%) Mean age = 18.39 years (SD = 2)</td>
<td valign="top" align="left"><italic>Quantitative</italic> Impostor phenomenon Motivation Satisfaction Utility Career management Content-related knowledge Attributional style Goal attainment Self-efficacy Tendency to cover up errors Fear of negative evaluation</td>
<td valign="top" align="left">Dyadic coaching or training in a group setting with 8&#x2013;10 participants [9 &#x00D7; 40 min units spread over three sessions (each 120 min) with 2-week intervals between the sessions] No intervention control group</td>
<td valign="top" align="left">Training intervention is superior in regard to convey content-related knowledge but shows more slightly results in reducing IP scores whereas dyadic coaching sessions are especially effective in reducing IP scores sustainably. Coaching improved self-enhancing attributions and self-efficacy and reduced the tendency to cover up errors as well as the fear of negative evaluation.</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="S3.SS2.SSS1">
<title>Study characteristics</title>
<p>Different research designs were used to guide each study. The main characteristics of the studies are reported in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Main study characteristics.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<tbody>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Study design</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Quantitative</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Qualitative</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Mixed-method</bold></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>; <xref ref-type="bibr" rid="B55">Metz et al., 2020</xref>; <xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>; <xref ref-type="bibr" rid="B60">Ogunyemi et al., 2022</xref>; <xref ref-type="bibr" rid="B47">Liu et al., 2023</xref>; <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>; <xref ref-type="bibr" rid="B65">Popovic, 2020</xref>; <xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref>; <xref ref-type="bibr" rid="B49">Magro, 2022</xref></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B32">Gold et al., 2019</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Chang et al., 2022</xref>; <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref></td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Sample size</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold><italic>N</italic> &#x003C; 10</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>10 &#x003C; <italic>N</italic> &#x003C; 100</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold><italic>N</italic> &#x003E; 100</bold></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>; <xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref>; <xref ref-type="bibr" rid="B49">Magro, 2022</xref></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>; <xref ref-type="bibr" rid="B32">Gold et al., 2019</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Chang et al., 2022</xref>; <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B55">Metz et al., 2020</xref>; <xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>; <xref ref-type="bibr" rid="B60">Ogunyemi et al., 2022</xref>; <xref ref-type="bibr" rid="B47">Liu et al., 2023</xref>; <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The robustness of the study design varied widely from one study to another. Only a few studies involved a randomized controlled trial comparing the effects of their interventions with a control group (i.e., no intervention or a waiting list) (<xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>; <xref ref-type="bibr" rid="B47">Liu et al., 2023</xref>; <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref>). Most other studies measured the variables before and after the intervention. Three studies used a cross-sectional design (<xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>) and also collected qualitative data on the interventions (e.g., feedback). Finally, two studies used a descriptive (<xref ref-type="bibr" rid="B49">Magro, 2022</xref>) or interpretative (<xref ref-type="bibr" rid="B65">Popovic, 2020</xref>) phenomenological approach. Regarding sample size, there is considerable variability. For example, the study by <xref ref-type="bibr" rid="B51">Mann et al. (2023)</xref> includes more than a thousand participants while <xref ref-type="bibr" rid="B25">DeCandia Vitoria (2021)</xref> study presents a case study.</p>
<p>The research objectives formulated in each study also contributed to the heterogeneity between them. While several specifically addressed IP and evaluated the effects of the proposed intervention (e.g., <xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>), others situated their objectives within a broader framework (e.g., <xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>; <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref>). It should be noted that very few studies examined the IP issue in isolation: most evaluated several variables simultaneously.</p>
</sec>
<sec id="S3.SS2.SSS2">
<title>Intervention characteristics</title>
<p>Although intervention models varied from one study to another, common characteristics make it possible to identify trends (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Main intervention characteristics.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<tbody>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Intervention type</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Counseling</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Training</bold></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Coaching: <xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>; <xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>; <xref ref-type="bibr" rid="B49">Magro, 2022</xref>; <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>; <xref ref-type="bibr" rid="B55">Metz et al., 2020</xref>; <xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Chang et al., 2022</xref>; <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>; <xref ref-type="bibr" rid="B60">Ogunyemi et al., 2022</xref>; <xref ref-type="bibr" rid="B47">Liu et al., 2023</xref></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Clinical supervision: <xref ref-type="bibr" rid="B65">Popovic, 2020</xref>; <xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref></td>
<td valign="top" align="left"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Peer and support groups: <xref ref-type="bibr" rid="B32">Gold et al., 2019</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref></td>
<td valign="top" align="left"></td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Modality (setting)</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Group</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Individual</bold></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>; <xref ref-type="bibr" rid="B32">Gold et al., 2019</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B65">Popovic, 2020</xref>; <xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Chang et al., 2022</xref>; <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>; <xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>; <xref ref-type="bibr" rid="B60">Ogunyemi et al., 2022</xref>; <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref> (for training)</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>; <xref ref-type="bibr" rid="B55">Metz et al., 2020</xref>; <xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>; <xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref>; <xref ref-type="bibr" rid="B49">Magro, 2022</xref>; <xref ref-type="bibr" rid="B47">Liu et al., 2023</xref> (for coaching)</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Duration</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Single session</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Multiple sessions</bold></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B12">Chang et al., 2022</xref>; <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>; <xref ref-type="bibr" rid="B60">Ogunyemi et al., 2022</xref></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>; <xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>; <xref ref-type="bibr" rid="B32">Gold et al., 2019</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B55">Metz et al., 2020</xref>; <xref ref-type="bibr" rid="B65">Popovic, 2020</xref>; <xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>; <xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref>; <xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>; <xref ref-type="bibr" rid="B49">Magro, 2022</xref>; <xref ref-type="bibr" rid="B47">Liu et al., 2023</xref>; <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref></td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Objectives</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Addressing specifically IP</bold></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><bold>Broader program</bold></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B55">Metz et al., 2020</xref>; <xref ref-type="bibr" rid="B65">Popovic, 2020</xref>; <xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>; <xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref>; <xref ref-type="bibr" rid="B12">Chang et al., 2022</xref>; <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>; <xref ref-type="bibr" rid="B49">Magro, 2022</xref>; <xref ref-type="bibr" rid="B60">Ogunyemi et al., 2022</xref>; <xref ref-type="bibr" rid="B47">Liu et al., 2023</xref></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>; <xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>; <xref ref-type="bibr" rid="B32">Gold et al., 2019</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>; <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>First, two major types of approaches emerge among these models. More specifically, half the interventions were based on practices carried out in the context of counseling. These included coaching interventions, clinical supervision, and support groups. Additionally, almost all the other interventions adopted a professional training approach. Only one study (<xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>) compared two types of intervention (individual coaching and group training).</p>
<p>Several interventions based on principles of counseling aimed to foster openness and sharing of experiences among peers, in order to break the sense of isolation that characterizes IP. This is particularly true of the reflection and support groups studied by <xref ref-type="bibr" rid="B32">Gold et al. (2019)</xref> and the small group discussion sessions offered by <xref ref-type="bibr" rid="B5">Baumann et al. (2020)</xref>. In the field of supervision, <xref ref-type="bibr" rid="B25">DeCandia Vitoria (2021)</xref> adopted an approach defined by simultaneous use of narrative therapy and interpersonal neurobiology. In her study, <xref ref-type="bibr" rid="B65">Popovic (2020)</xref> combined psychoeducation with group supervision and individual exercises. Finally, coaching interventions most often addressed the behavioral, cognitive, and emotional aspects of IP. These interventions are based on the coaching alliance, especially in the case of an individual approach (<xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>; <xref ref-type="bibr" rid="B49">Magro, 2022</xref>).</p>
<p>Training courses are essentially aimed at enhancing knowledge, interpersonal skills or know-how. Some of the selected studies involved purely technical skills related to the activity (e.g., <italic>medical improvisational techniques</italic>, <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>), others more cross-disciplinary or relational skills (e.g., <italic>adapting communication style, managing conflicts</italic>, etc., <xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>). The intervention proposed by <xref ref-type="bibr" rid="B55">Metz et al. (2020)</xref> consisted of an online training module on IP presenting more appropriate coping mechanisms. Some training sessions took the form of participative and reflective pedagogical workshops (e.g., <xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B60">Ogunyemi et al., 2022</xref>), with the goal of promoting feelings of liberation and empowerment.</p>
<p>Interventions can also be distinguished based on whether they involve group or individual modalities. While most of the selected studies trended toward group interventions, some were individual. Duration of the interventions, which was highly variable, is another characteristic differentiating the studies. Duration ranged from a single 1-h session (e.g., <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>) to several months (e.g., <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref>). Nevertheless, most interventions involved multiple sessions. Finally, some interventions were also part of a broader program, while others focused specifically on the IP.</p>
</sec>
<sec id="S3.SS2.SSS3">
<title>Characteristics of identified effects</title>
<p>Although most studies concluded that the proposed intervention was effective in treating IP, these conclusions were based on evidence that varied from study to study. Indeed, the type of design and the nature of the data collected undeniably influenced the effects identified and conclusions. A distinction can be drawn between the main effects reported by studies that collected quantitative data, using an experimental or pre-experimental design (pre-intervention and post-intervention measures), and the effects identified by studies that reported qualitative data.</p>
<p>Among the studies that based their conclusions on quantitative data, some compared an experimental condition with a control condition. In a randomized controlled trial, they demonstrated the effectiveness of the proposed intervention compared to the absence of intervention. For example, after 6 months of professional coaching intervention, <xref ref-type="bibr" rid="B28">Fainstad et al. (2022)</xref> found a significant reduction in IP in female participants compared to those in the control group. The study by <xref ref-type="bibr" rid="B76">Zanchetta et al. (2020)</xref> compared two experimental conditions (training and coaching) and a control condition. It highlighted the lasting effectiveness of a coaching intervention in reducing IP issues. These authors concluded that training was less effective than coaching in reducing IP issues but was superior for acquiring associated knowledge. Other studies analyzed the variations in scores obtained by participants before and after the intervention, without comparison with a control group. For example, <xref ref-type="bibr" rid="B55">Metz et al. (2020)</xref> reported the beneficial effects of their online training module, as evidenced by a significant decrease in scores on the Clance Impostor Phenomenon Scale (CIPS) at the end of the semester, 4 months after their intervention.</p>
<p>Studies that reported qualitative data on the effects of interventions revealed complementary information. Some presented evaluations related to the satisfaction or experience of the participants, which were usually favorable or very favorable (e.g., <xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>, <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>). This positive outcome led the authors to conclude that their intervention adequately addressed the issues. For example, participants in the intervention conducted and evaluated by <xref ref-type="bibr" rid="B32">Gold et al. (2019)</xref> reported that it contributed to improving their wellbeing, self-awareness, and empathy skills. Similarly, according to <xref ref-type="bibr" rid="B34">Haney et al. (2018)</xref>, their training achieved its objectives, as the participants expressed feelings of liberation and empowerment after the workshop.</p>
<p>Finally, exploratory studies, whether descriptive phenomenology or case studies, clearly illustrate the mechanisms on which interventions rely to promote the reduction of IP, which they do not otherwise measure. Thus, <xref ref-type="bibr" rid="B35">Harte and McGlade (2018)</xref> concluded that coaching helped give direction and meaning to individual experience, which in turn helped counteract feelings of imposture. <xref ref-type="bibr" rid="B49">Magro (2022)</xref>, pointed to the counseling and the tools and techniques learned, which enabled clients to improve their awareness and manage their feelings of imposture. Similarly, the clinical supervision proposed by <xref ref-type="bibr" rid="B25">DeCandia Vitoria (2021)</xref> to a therapist seemed to enable her to regain confidence, reduce her feelings of shame and fear, and strengthen her self-empathy.</p>
</sec>
</sec>
<sec id="S3.SS3">
<title>Studies carried out without a research design</title>
<p><xref ref-type="table" rid="T5">Table 5</xref> includes references presenting interventions carried out without a research design.</p>
<table-wrap position="float" id="T5">
<label>TABLE 5</label>
<caption><p>References with no study design or that did not test an intervention.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">References</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Publication type</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Population</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Intervention type (theoretical framework)</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Key ideas</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B3">Arleo et al., 2021</xref></td>
<td valign="top" align="left">Editorial</td>
<td valign="top" align="left">Physicians</td>
<td valign="top" align="left">Recommendations for personal and institutional strategies (CBT)</td>
<td valign="top" align="left">The approach systematically consists of recognizing the IP to treat it using CBT techniques (including acknowledging and recognizing one&#x2019;s thoughts and fears as distorted; using concrete evidence of achievements such as board certification and positive feedback from colleagues as proof of the distortion) and rely on peer support and mentorship.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B4">Armstrong and Shulman, 2019</xref></td>
<td valign="top" align="left">Commentary</td>
<td valign="top" align="left">Physicians</td>
<td valign="top" align="left">Personal strategies, mentoring and targeted programs (departmental, institutional, and professional)</td>
<td valign="top" align="left">Neurologists facing IP can implement conscious alterations in their thinking and behavior to counteract IP tendencies. It is essential for departments and mentors to proactively recognize faculty members grappling with IP and provide customized approaches for overcoming it, in addition to offering individualized career advancement opportunities.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B14">Chassangre and Callahan, 2015a</xref></td>
<td valign="top" align="left">Book chapter</td>
<td valign="top" align="left">General population</td>
<td valign="top" align="left">Individual psychotherapy techniques (CBT)</td>
<td valign="top" align="left">By combining a self-observation approach with cognitive restructuring methods and behavioral exercises, it is possible to break the behavioral and cognitive cycle specific to IS. Techniques such as behavioral journaling, assertiveness training and role-playing can help individuals with IS.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B15">Chassangre and Callahan, 2015b</xref></td>
<td valign="top" align="left">Book chapter</td>
<td valign="top" align="left">General population</td>
<td valign="top" align="left">Preventive interventions and personal strategies</td>
<td valign="top" align="left">Define &#x201C;SMART&#x201D; goals, identify obstacles, regulate the need for approval and perfectionist cognitions, share thoughts and representations with resource people, foster mentoring relationships.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B16">Chassangre and Callahan, 2017</xref></td>
<td valign="top" align="left">Literature review</td>
<td valign="top" align="left">General population</td>
<td valign="top" align="left">Therapeutic interventions and practices for individual therapy (mainly CBT), group therapy, discussion groups with general or specific themes about the IS</td>
<td valign="top" align="left">The issues at stake in the management of IP essentially involve identifying dysfunctional attitudes and learning more adapted cognitions and behaviors; constructing a more favorable attribution process; establishing a positive and realistic self-image; reducing of the person&#x2019;s dependence on external evaluation.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref></td>
<td valign="top" align="left">Article</td>
<td valign="top" align="left"><italic>High achieving women</italic> (<italic>N</italic> = 150)</td>
<td valign="top" align="left">Group therapy (or interactional group) using several therapeutic approaches (CBT and Gestalt therapy)</td>
<td valign="top" align="left">Combination of such therapeutic interventions (supported by weekly homework assignments to practice new ideas about self-image) in conjunction with a commitment to change makes it possible to experience a decrease in feelings of imposture and associated behaviors.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B18">Clance, 1985</xref></td>
<td valign="top" align="left">Book chapter</td>
<td valign="top" align="left">General population</td>
<td valign="top" align="left">Individual and group psychotherapy techniques (CBT)</td>
<td valign="top" align="left">The main areas of therapy are defined, and CBT-inspired tools are used to achieve the therapeutic objectives: <italic>Examining the mask and break the cycle</italic> (self-observation exercises, behavioral exercises, and cognitive restructuring); <italic>overcoming IP fears and guilts</italic> (psycho-educational discourse, downward arrow technique); <italic>learning to say no and enjoying success (diary of compliments, diary of attributions</italic>).</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B19">Clance et al., 1995</xref></td>
<td valign="top" align="left">Article</td>
<td valign="top" align="left">Women</td>
<td valign="top" align="left">Group therapy (feminist therapy)</td>
<td valign="top" align="left">Therapeutic group&#x2019;s social and interpersonal setting has the potential to counterbalance and replace the initial messages received from family and society. The group can create a potent and efficient space for increasing self-awareness, encouraging observation, fostering exploration, and instigating transformative shifts in impostor-related emotions and behaviors.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B27">Dowd and Davidhizar, 1997</xref></td>
<td valign="top" align="left">Article</td>
<td valign="top" align="left">Supervisors (in the healthcare field)</td>
<td valign="top" align="left">Techniques to help supervisors, especially new supervisors, in developing a positive self-image</td>
<td valign="top" align="left">The approach consists of self-identifying the IP, the establishing a mentorship and collaborating with experienced supervisors, maintaining, developing and reinforcing professional skills and methods to promote a positive self-image.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B37">Harvey and Katz, 1985</xref></td>
<td valign="top" align="left">Book chapter</td>
<td valign="top" align="left">General population</td>
<td valign="top" align="left">Individual psychotherapy techniques (CBT)</td>
<td valign="top" align="left">The intervention addresses the cognitive, emotional and behavioral components of IP. After identifying and naming it (psychoeducation), the aim is to recognize the moments at which it is most likely to manifest, and through cognitive restructuring to adopt alternative thoughts. Relaxation techniques, emotional openness and shared experiences are combined to help change IP habits and revise the self-ideal.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B38">Jaqua et al., 2021</xref></td>
<td valign="top" align="left">Brief article</td>
<td valign="top" align="left">Physicians</td>
<td valign="top" align="left">Recommendations for personal strategies</td>
<td valign="top" align="left">Seven steps: &#x201C;<italic>Acknowledge feelings, Set reasonable expectations and goals, Find a mentor, Teach others, Question the status quo, Track successes to increase internal validation, Practice self-compassion.</italic>&#x201D; (p. 40)</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B52">Matthews and Clance, 1985</xref></td>
<td valign="top" align="left">Article</td>
<td valign="top" align="left">Psycho-therapy clients</td>
<td valign="top" align="left">Group therapy or short-term growth-oriented group (CBT)</td>
<td valign="top" align="left">Group setting helps break down the sense of isolation associated with IP issues. Therapeutic intervention consists of labeling and developing awareness about IP feelings (reading suggestions). Examining the origins of the impostor phenomenon in clients is another major focus of the therapy. The rational emotive techniques or desensitization may be helpful for countering fear of failure.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B62">Parkman and Beard, 2008</xref></td>
<td valign="top" align="left">Brief article</td>
<td valign="top" align="left">Employees in the higher education field</td>
<td valign="top" align="left">Human resources managerial strategies to address impostor behaviors on succession planning in higher education</td>
<td valign="top" align="left">Two complementary intervention components: one at an individual level (feedback, human resource programs: peer group, mentorship and discussions addressing work situations) and the other at an organizational level (fostering awareness, considering what types of messages are being sent via organizational processes and policies).</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B66">Ramsey and Spencer, 2019</xref></td>
<td valign="top" align="left">Brief article</td>
<td valign="top" align="left">Medical interns</td>
<td valign="top" align="left">Educational session (psychoeducation about IP, small group discussions, role-play exercise)</td>
<td valign="top" align="left">Interns practiced addressing IS thought patterns and adjusting their responses with the help of facilitator feedback, role-playing, and targeted practice. Following the session, there was a marked rise in their willingness to recognize their areas of uncertainty, seek help, and feel comforted by the understanding that they are not alone in their fears.</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B70">Steinberg, 1987</xref></td>
<td valign="top" align="left">Article</td>
<td valign="top" align="left">Women (<italic>N</italic> = 7&#x2013;9 per group)</td>
<td valign="top" align="left">Group therapy (known as <italic>The Impostor Group</italic>): discussion in small group and sharing among peers</td>
<td valign="top" align="left">One significant advantage of the group setting is the invaluable knowledge exchange among women. The IP is presented as not merely an individual psychological issue; rather, it is a widespread problem that requires attention from individuals involved in the upbringing and societal integration of girls and women.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>IP, impostor phenomenon; IS, impostor syndrome; CBT, cognitive behavioral therapy.</p></fn>
</table-wrap-foot>
</table-wrap>
<sec id="S3.SS3.SSS1">
<title>Study characteristics</title>
<p>Most of the references classified in this section are articles published in peer-reviewed journals and describe various intervention models carried out in diverse contexts (<xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>; <xref ref-type="bibr" rid="B52">Matthews and Clance, 1985</xref>; <xref ref-type="bibr" rid="B70">Steinberg, 1987</xref>; <xref ref-type="bibr" rid="B19">Clance et al., 1995</xref>; <xref ref-type="bibr" rid="B62">Parkman and Beard, 2008</xref>; <xref ref-type="bibr" rid="B66">Ramsey and Spencer, 2019</xref>). These articles present a description of the IP, the intervention carried out and its repercussions, as well as recommendations for practitioners wishing to develop a similar approach. However, the interventions described were neither carried out nor evaluated using a research design. Most often, neither the IP nor other variables were measured. These articles therefore present a professional view of IP interventions, outside the field of empirically based interventions. Therefore, the results reported cannot be compared to those obtained by the studies reported in the previous section. However, it is important to present them in order to better understand the current state of knowledge regarding IP interventions.</p>
<p>Among the selected references, one literature review (<xref ref-type="bibr" rid="B16">Chassangre and Callahan, 2017</xref>) and one commentary (<xref ref-type="bibr" rid="B4">Armstrong and Shulman, 2019</xref>) address general aspects and list guidelines as well as recommendations for interventions addressing IP. Three others provide scientifically supported recommendations, but their implementation is not described (<xref ref-type="bibr" rid="B27">Dowd and Davidhizar, 1997</xref>; <xref ref-type="bibr" rid="B3">Arleo et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Jaqua et al., 2021</xref>). In addition, this section includes a chapter from <xref ref-type="bibr" rid="B18">Clance (1985)</xref> and one from <xref ref-type="bibr" rid="B37">Harvey and Katz (1985)</xref>, pioneering authors on the subject of IP. These authors present interventions and recommendations based on their clinical experience. Similarly, the two chapters from the work of <xref ref-type="bibr" rid="B14">Chassangre and Callahan (2015a</xref>,<xref ref-type="bibr" rid="B15">b</xref>) synthesize the contributions of the previous authors and integrate them into their proposed intervention on IP, within the psychotherapeutic framework.</p>
</sec>
<sec id="S3.SS3.SSS2">
<title>Intervention characteristics</title>
<p>In the references identified, two main types of interventions can be distinguished, those focusing on psychotherapy and those making recommendations for personal strategies.</p>
<p>Most of the interventions described fall within the field of psychotherapy and include both group therapy (<xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>; <xref ref-type="bibr" rid="B52">Matthews and Clance, 1985</xref>; <xref ref-type="bibr" rid="B70">Steinberg, 1987</xref>; <xref ref-type="bibr" rid="B19">Clance et al., 1995</xref>) and individual interventions (<xref ref-type="bibr" rid="B37">Harvey and Katz, 1985</xref>; <xref ref-type="bibr" rid="B27">Dowd and Davidhizar, 1997</xref>; <xref ref-type="bibr" rid="B14">Chassangre and Callahan, 2015a</xref>,<xref ref-type="bibr" rid="B15">b</xref>). Some authors also make recommendations for both modes of intervention (<xref ref-type="bibr" rid="B18">Clance, 1985</xref>; <xref ref-type="bibr" rid="B16">Chassangre and Callahan, 2017</xref>). In terms of theoretical framework, several references adopt an approach derived from cognitive behavioral therapy (CBT) (<xref ref-type="bibr" rid="B18">Clance, 1985</xref>; <xref ref-type="bibr" rid="B37">Harvey and Katz, 1985</xref>; <xref ref-type="bibr" rid="B52">Matthews and Clance, 1985</xref>; <xref ref-type="bibr" rid="B14">Chassangre and Callahan, 2015a</xref>,<xref ref-type="bibr" rid="B15">b</xref>, <xref ref-type="bibr" rid="B16">2017</xref>). For example, <xref ref-type="bibr" rid="B20">Clance and Imes (1978)</xref> proposed an intervention integrating the contributions of CBT and Gestalt therapy. A few years later, <xref ref-type="bibr" rid="B19">Clance et al. (1995)</xref> suggested a feminist-oriented therapeutic group. An intervention put forward by <xref ref-type="bibr" rid="B66">Ramsey and Spencer (2019)</xref> resembles training, but also integrates some aspects of counseling, combining a psychoeducational component focusing on IP with small-group discussions and role-playing exercises.</p>
<p>Articles recommending interventions based on personal strategies to reduce IP also address the cognitive, emotional and behavioral components of the phenomenon (e.g., <xref ref-type="bibr" rid="B14">Chassangre and Callahan, 2015a</xref>; <xref ref-type="bibr" rid="B3">Arleo et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Jaqua et al., 2021</xref>). Among these recommendations, it is interesting to note that the approaches described have much in common with each other, but also with coaching (e.g., <xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>). For example, <xref ref-type="bibr" rid="B38">Jaqua et al. (2021)</xref> describe a seven-step counseling approach that involves acknowledging one&#x2019;s own feelings and practicing self-compassion, yet also recommend finding a mentor in order to be able to rely on external resources. Overall, these interventions are more briefly described than those based on psychotherapy.</p>
</sec>
<sec id="S3.SS3.SSS3">
<title>Characteristics of identified effects</title>
<p>Most studies conducted without a research design offer a relatively brief description of the impact of interventions on participants. The effects described are exclusively qualitative in nature, or are estimates of expected effects, according to the clinical or professional experience of the authors. Nevertheless, the information is sufficiently complete to enable several observations.</p>
<p>Firstly, authors who have opted for a group intervention approach argue that it can help break the feeling of isolation often experienced with IP (e.g., <xref ref-type="bibr" rid="B52">Matthews and Clance, 1985</xref>). In this regard, <xref ref-type="bibr" rid="B19">Clance et al. (1995)</xref> suggest that their feminist-oriented therapeutic intervention makes it possible to counteract and substitute the familial and social influences initially received. <xref ref-type="bibr" rid="B70">Steinberg (1987)</xref> describes a peer discussion group (<italic>The Impostor Group</italic>) and identifies the sharing of knowledge and experiences as one of the main strengths of the intervention. However, individual support may also be indicated in certain cases, as described by <xref ref-type="bibr" rid="B52">Matthews and Clance (1985)</xref>, offering an opportunity to personalize the treatment of IP. Finally, some researchers suggest that training-based interventions enable the transmission of IP-related knowledge and its subsequent reevaluation on a personal level. For example, <xref ref-type="bibr" rid="B66">Ramsey and Spencer (2019)</xref> emphasize that their intervention enables participants to recognize their knowledge gaps more serenely and to seek help without concealing their feelings of imposture.</p>
</sec>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>The aim of this scoping review, which situates the contribution of 31 references, is to address three main questions arising from the literature on interventions for IP. The first concerns the types of studies and methodologies that currently exist regarding such interventions. The second focuses on the modalities and characteristics of these interventions, and the third concerns their effects. These three questions are discussed below, followed by the limitations of this review and future perspectives for this field of research.</p>
<sec id="S4.SS1">
<title>Type of studies and methodologies</title>
<p>Most of the references included in this scoping review are articles in peer-reviewed journals. However, not all present a scientific investigative approach. Those supported by a scientific research design are from after 2018, and used various methodologies. A majority proposed a quantitative design (e.g., <xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>), while others relied on mixed or purely qualitative data (e.g., <xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>). Research design robustness varied across studies: some presented randomized controlled trials (e.g., <xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>) while others adopted exploratory approaches (e.g., <xref ref-type="bibr" rid="B49">Magro, 2022</xref>). Sample sizes also varied, ranging from individual case (e.g., <xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref>) to studies including over a thousand participants (e.g., <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref>).</p>
<p>That said, many of the interventions cited were conducted without the aid of a scientific research design. For example, some articles described professional experiments (e.g., <xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>). Such interventions cannot be considered as evidence-based practices and are more exploratory in nature. However, the methodological recommendations for scoping reviews, unlike systematic reviews, make it possible to include these publications. In addition to the recent developments identified in this scoping review, this may also explain some of the differences found with the most recent published systematic reviews on IP (<xref ref-type="bibr" rid="B10">Bravata et al., 2020</xref>; <xref ref-type="bibr" rid="B33">Gullifor et al., 2023</xref>). Thus, it is appropriate to be cautious when extracting the best practices from this literature to guide the development of future interventions.</p>
</sec>
<sec id="S4.SS2">
<title>Modalities and characteristics of interventions</title>
<p>Before discussing the intervention characteristics, it is important to note that most authors agreed on a common definition of IP, one that is consistent with its original conceptualization (e.g., <xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>; <xref ref-type="bibr" rid="B18">Clance, 1985</xref>). Indeed, the definition of IP is not discussed in most of the studies selected, despite the persistent lack of conceptual clarity relating to IP. This observation echoes that of <xref ref-type="bibr" rid="B33">Gullifor et al. (2023)</xref> when challenging &#x201C;<italic>the implicit assumption that the conceptualization of IP is thoroughly and soundly developed</italic>&#x201D; (p. 2).</p>
<p>In fact, according to the authors, IP manifests on several levels: cognitive, emotional, and behavioral. Many interventions, whether psychotherapeutic or non-psychotherapeutic, take a CBT-inspired approach to address IP (e.g., <xref ref-type="bibr" rid="B18">Clance, 1985</xref>; <xref ref-type="bibr" rid="B16">Chassangre and Callahan, 2017</xref>; <xref ref-type="bibr" rid="B32">Gold et al., 2019</xref>). In particular, <xref ref-type="bibr" rid="B14">Chassangre and Callahan&#x2019;s (2015a)</xref> interventions draw on intervention techniques described by <xref ref-type="bibr" rid="B18">Clance (1985)</xref> (e.g., <italic>Attribution Diary, Downward Arrow Technique</italic>, etc.), to influence the dynamics of the <italic>impostor cycle</italic>. <xref ref-type="bibr" rid="B5">Baumann et al. (2020)</xref> also point to the influence of CBT in their approach to IP discussion groups. However, interventions based on other conceptual frameworks, such as positive psychology (<xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>; <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref>), narrative therapy and interpersonal biology (<xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref>) or Gestalt (<xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>), offer another perspective on the beliefs underlying IP (e.g., representations of success, professional skills, beliefs about one&#x2019;s own abilities, etc.). They also suggest behavioral coping strategies, such as techniques to prevent procrastination (e.g., <xref ref-type="bibr" rid="B55">Metz et al., 2020</xref>).</p>
<p>Furthermore, pioneering authors (<xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>; <xref ref-type="bibr" rid="B18">Clance, 1985</xref>; <xref ref-type="bibr" rid="B19">Clance et al., 1995</xref>) considered IP to be a psycho-social and interpersonal problem. They emphasized the influence of social norms and stereotypes on the emergence of feelings of imposture, particularly among women. For this reason, <xref ref-type="bibr" rid="B19">Clance et al. (1995)</xref> proposed a group therapy approach aimed at overcoming the intrapsychic and sociocultural determinants that can lead to the development and maintenance of impostor feelings. IP continues to be viewed as partly a social and collective phenomenon rather than a strictly individual issue in some recent research (e.g., <xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B65">Popovic, 2020</xref>; <xref ref-type="bibr" rid="B3">Arleo et al., 2021</xref>). Many interventions thus account for the role played by the social dimension of the work environment (e.g., <xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>; <xref ref-type="bibr" rid="B32">Gold et al., 2019</xref>; <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>) and aim to break the sense of isolation associated with IP. Although some authors opt for an individual approach (e.g., <xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>; <xref ref-type="bibr" rid="B55">Metz et al., 2020</xref>; <xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref>); according to <xref ref-type="bibr" rid="B70">Steinberg (1987)</xref>, <xref ref-type="bibr" rid="B62">Parkman and Beard (2008)</xref>, and <xref ref-type="bibr" rid="B4">Armstrong and Shulman (2019)</xref>, IP is systemic in nature and therefore needs to be addressed at the organizational or social level. It may therefore be relevant to address it within educational programs, integration strategies, and human resource management policies. This is consistent with recent theoretical developments on IP at work, which suggests that it may emerge from the social context (e.g., <xref ref-type="bibr" rid="B40">Kark et al., 2022</xref>).</p>
<p>Finally, it should be noted that two main intervention modalities appear: those based on discussion and counseling, and those focused on training. Most approaches incorporate a psycho-educational component, either provided by the facilitator (e.g., <xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B60">Ogunyemi et al., 2022</xref>), or through suggested readings (<xref ref-type="bibr" rid="B52">Matthews and Clance, 1985</xref>; <xref ref-type="bibr" rid="B70">Steinberg, 1987</xref>). Role-playing is a technique frequently mentioned in this context and can encourage the expression of feelings as well as regulation of IP manifestations (e.g., <xref ref-type="bibr" rid="B66">Ramsey and Spencer, 2019</xref>; <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>).</p>
<p>Following these observations, intervention methods such as training or counseling seem to be the most popular, as are group-based interventions. The transmission of IP-related knowledge emerges as a trend to be retained as a good practice for interventions. Futures research should also clarify the conceptualization they adopt regarding IP.</p>
</sec>
<sec id="S4.SS3">
<title>Effects of interventions</title>
<p>As mentioned above, the impact of the interventions described differs according to the type of intervention and design used. In this section, the effects reported by interventions based on counseling and training, as well as the effects of more specific intervention modalities (e.g., role-playing), are discussed separately.</p>
<p>Among interventions based on counseling, coaching is repeatedly presented as being effective, as are peer exchange and support groups (e.g., <xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B51">Mann et al., 2023</xref>). These interventions seem to promote openness and awareness. They also encourage effort at the level of mentalization, as much as the concrete implementation of coping strategies (e.g., <xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>; <xref ref-type="bibr" rid="B49">Magro, 2022</xref>). Furthermore, in a group context, the impact of the facilitator&#x2019;s counseling with participants seems to be amplified by the relationships among the participants themselves (e.g., <xref ref-type="bibr" rid="B70">Steinberg, 1987</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Fainstad et al., 2022</xref>). More specifically, this type of intervention can foster connection and a sense of social belonging (<xref ref-type="bibr" rid="B32">Gold et al., 2019</xref>).</p>
<p>Training-based interventions are relevant for knowledge transmission. Several studies have shown a post-intervention increase in IP-related knowledge (e.g., <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>; <xref ref-type="bibr" rid="B60">Ogunyemi et al., 2022</xref>). In addition, training can promote a decrease in IP (e.g., <xref ref-type="bibr" rid="B55">Metz et al., 2020</xref>), as well as positive feelings of liberation, empowerment, and connection with the peer group (e.g., <xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>; <xref ref-type="bibr" rid="B32">Gold et al., 2019</xref>).</p>
<p>That said, when comparing coaching and training, the study by <xref ref-type="bibr" rid="B76">Zanchetta et al. (2020)</xref> is particularly interesting. According to these authors, coaching operates on multiple levels and produces a significant and lasting reduction in IP issues. However, training remains a more favorable approach for acquiring knowledge associated with IP. In the absence of studies comparing the different approaches, it is difficult to definitively establish the superiority of individual coaching over other modalities of intervention (i.e., training, support groups, etc.).</p>
<p>Future research could build on the promising approaches that counseling interventions seem to offer, by incorporating a psychoeducational component. Additionally, it appears that the group intervention modality seems appropriate for breaking the isolation related to IP. Although the current state of the literature provides interesting insights into the effectiveness of interventions, but it still needs to be enriched. It appears that mixed-method study designs, incorporating both quantitative measures and the analysis of qualitative data, would allow for an understanding of both if and how the interventions are useful and effective.</p>
</sec>
<sec id="S4.SS4">
<title>Limitations and futures research directions</title>
<p>This study has certain limitations that should be mentioned. A first limitation stems from the nature of the references included. Indeed, almost half do not present any research design. Consequently, the generalizability of their findings is extremely limited. Moreover, many studies that use a research design are exploratory and very few adopt a true experimental design. Most often, approaches to assessing the effects of intervention on IP are insufficiently robust. For example, some studies do not measure IP directly (e.g., <xref ref-type="bibr" rid="B24">Danhauer et al., 2019</xref>), others have no post-intervention measurement (e.g., <xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>), or assess intervention quality exclusively via self-reported satisfaction (e.g., <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>). It is therefore difficult to generalize findings about the effects of these interventions on IP.</p>
<p>A second limitation arises from incomplete information regarding the characteristics and modalities of the interventions. Indeed, several studies offer a limited description of the design and implementation of the intervention for the IP. Aspects such as an overview of intervention content, duration, context, intervention mode and nature of interactions are not systematically reported by the authors (e.g., <xref ref-type="bibr" rid="B20">Clance and Imes, 1978</xref>; <xref ref-type="bibr" rid="B5">Baumann et al., 2020</xref>; <xref ref-type="bibr" rid="B25">DeCandia Vitoria, 2021</xref>). Details about the characteristics of these interventions are often lacking, even when they are essential.</p>
<p>A third limitation concerns the heterogeneity of the references collected and the interventions described, which constitutes an obstacle to comparing these interventions. For example, it would be inappropriate to compare the findings of an exploratory study (<xref ref-type="bibr" rid="B35">Harte and McGlade, 2018</xref>) with those of a randomized controlled trial (<xref ref-type="bibr" rid="B51">Mann et al., 2023</xref>). Similarly, it would not be reasonable to compare an intervention carried out over a period of 1 h (<xref ref-type="bibr" rid="B26">Deshmukh et al., 2022</xref>) with one carried out over a period of 1 day (<xref ref-type="bibr" rid="B34">Haney et al., 2018</xref>) or several months (<xref ref-type="bibr" rid="B76">Zanchetta et al., 2020</xref>). Thus, while most interventions on IP have recognizable positive effects, it remains difficult to establish precise criteria when it comes to evaluating the effectiveness of interventions on IP.</p>
<p>A fourth limitation regards the student population samples used in many studies included in this scoping review. Although we have restricted the eligible population to students in internship situations or already working in a professional environment, it is legitimate to wonder whether this &#x201C;in-between&#x201D; situation raises the same issues as those encountered in a strictly professional environment. In order to truly understand and address the organizational issues associated with IP, it would be important for future research to investigate a professional audience, at the very heart of the activity.</p>
<p>While this scoping review cannot pinpoint the <italic>ideal intervention</italic> for all the reasons mentioned above, it nonetheless identifies certain favorable trends for effectively intervening on IP. For example, bidirectional approaches, which promote exchange and openness, have particularly favorable impact on IP. Moreover, it is essential to consider different modes of IP expression and psychoeducation when developing an intervention. That said, it would also be relevant to promote reflective work on the causes of IP (psycho-social, educational, systemic origins, etc.), as well as the role of the social environment in reinforcing the beliefs and patterns associated with it. Finally, this scoping review highlights the fact that group support (as opposed to individual intervention) appears advantageous. However, customizing the intervention should be considered, to allow participants to develop a better sense of self. Developing individuals&#x2019; psychological resources by promoting self-knowledge also seems a particularly relevant research focus. According to <xref ref-type="bibr" rid="B33">Gullifor et al. (2023)</xref>, the impostor phenomenon may emerge from an incongruence between one&#x2019;s own self-concept and other self-concept. Therefore, any research perspective aimed at developing a more accurate vision of oneself is interesting. These avenues could be explored not only in future research, but also by those working with people reporting IP in an organizational context.</p>
<p>In summary, future research should respond to a dual contextual challenge: a gap to be bridged between the small number of scientific studies and the abundant lay literature on IP; and a lack of conceptual clarity regarding IP. From this perspective, future research should use more rigorous methodology in terms of variable measurement (e.g., systematic pre- and post-intervention measurements of the variables studied) and ensure that robust research designs are used (e.g., experimental or quasi-experimental designs). It may also be relevant to investigate the psychological processes involved in the development of IP in order to intervene on them. Regarding the framework and design of interventions, future studies could integrate a psychosocial understanding of the phenomenon into the aspects described above. This would distinguish them from the lay literature, build on advice and recommendations associated with purely individual strategies.</p>
</sec>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>This scoping review is aimed at researchers and professionals interested in interventions for IP and presents the current state of knowledge in this regard. It discusses the different types of studies and methodologies emerging from this field of research, the modalities and characteristics of interventions, and their effects. It also provides insight into gaps and perspectives for future practices and research.</p>
<p>In conclusion, the study of interventions addressing IP is an emerging field of research that is recently experiencing considerable progress and still requires further exploration. Indeed, while the <italic>imposter syndrome</italic> is a topic that seems to have gained in popularity and is a common experience, there could be a risk involved in trivializing it. It represents a psychological health issue at work, ultimately affecting the proper functioning of organizations.</p>
<p>Although conceptual issues remain to be resolved to better understand IP, it is just as urgent to develop interventions aimed at reducing it, in view of its implications for people&#x2019;s health and its negative consequences in the workplace. In light of the results reported in this scoping review, recognizing and educating individuals experiencing IP about its various manifestations, as well as offering support in a group context, appear to be important intervention strategies. Future interventions should aim to explore the psycho-social and educational influences, as well as the impact of the work environment on beliefs related to IP.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in this study are included in this article/<xref ref-type="supplementary-material" rid="DS1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>EP: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. PD: Methodology, Project administration, Resources, Supervision, Validation, Visualization, Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. PM: Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. CM-K: Methodology, Project administration, Resources, Supervision, Validation, Visualization, Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<p>We would like to thank Marjorie Bilodeau from Universit&#x00E9; du Qu&#x00E9;bec &#x00E0; Trois-Rivi&#x00E8;res (Quebec, Canada), for her advice and assistance with the systematic search.</p>
</ack>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare 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 id="S10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyg.2024.1360540/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpsyg.2024.1360540/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="Data_Sheet_1.pdf" id="DS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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