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<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2024.1484058</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Medicine</subject>
<subj-group>
<subject>Curriculum, Instruction, and Pedagogy</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>&#x201C;Busting the hidden curriculum&#x201D; a realist and innovative perspective to foster professional behaviors</article-title>
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<name><surname>Guraya</surname> <given-names>Shaista Salman</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>Kearney</surname> <given-names>Grainne P.</given-names></name>
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<name><surname>Doyle</surname> <given-names>Frank</given-names></name>
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<name><surname>Sadeq</surname> <given-names>Asil</given-names></name>
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<name><surname>Bensaaud</surname> <given-names>Abdelsalam</given-names></name>
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<name><surname>Clarke</surname> <given-names>Eric</given-names></name>
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<name><surname>Harbinson</surname> <given-names>Mark</given-names></name>
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<name><surname>Ryan</surname> <given-names>Aine</given-names></name>
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<name><surname>Hand</surname> <given-names>Sinead</given-names></name>
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<name><surname>Boland</surname> <given-names>Fiona</given-names></name>
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<name><surname>Guraya</surname> <given-names>Salman Yousuf</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
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<name><surname>Harkin</surname> <given-names>Denis W.</given-names></name>
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<aff id="aff1"><sup>1</sup><institution>Institute of Learning, Mohammad Bin Rashid University of Medicine and Health Sciences</institution>, <addr-line>Dubai</addr-line>, <country>United Arab Emirates</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Medicine, Dentistry and Biomedical Sciences, Queens University Belfast</institution>, <addr-line>Belfast</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Health Psychology, School of Population Health, RCSI University of Medicine and Health Sciences</institution>, <addr-line>Dublin</addr-line>, <country>Ireland</country></aff>
<aff id="aff4"><sup>4</sup><institution>Centre for Professionalism in Medicine and Health Sciences, Faculty of Medicine and Health Sciences, RCSI University of Medicine and Health Sciences</institution>, <addr-line>Dublin</addr-line>, <country>Ireland</country></aff>
<aff id="aff5"><sup>5</sup><institution>Data Science Centre, School of Population Health, RCSI University of Medicine and Health Sciences</institution>, <addr-line>Dublin</addr-line>, <country>Ireland</country></aff>
<aff id="aff6"><sup>6</sup><institution>Clinical Sciences Department, College of Medicine, University of Sharjah</institution>, <addr-line>Sharjah</addr-line>, <country>United Arab Emirates</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Kate Owen, University of Warwick, United Kingdom</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Ayesha Rauf, National University of Medical Sciences, Pakistan</p>
<p>Nadia Shabnam, National University of Medical sciences Rawalpindi, Pakistan</p>
</fn>
<corresp id="c001">&#x002A;Correspondence:Shaista Salman Guraya, <email>shaista.salman@dubaihealth.ae</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1484058</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Guraya, Kearney, Doyle, Sadeq, Bensaaud, Clarke, Harbinson, Ryan, Smyth, Hand, Boland, Guraya and Harkin.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Guraya, Kearney, Doyle, Sadeq, Bensaaud, Clarke, Harbinson, Ryan, Smyth, Hand, Boland, Guraya and Harkin</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>
<p>Contemporary health professions education has long delineated the desired attributes of medical professionalism in the form of standard curricula and their role in forming professional behaviors (PBs) among aspiring doctors. However, existing research has shown the contradictory and powerful role of hidden curriculum (HC) in negatively influencing medical students&#x2019; PBs through unspoken or implicit academic, cultural, or social standards and practices. These contrasting messages of formal curricula and HC lead to discordance and incongruence in future healthcare professionals developing professional identity formation. There is little research on PB modifying educational strategies and their determinants that medical schools adopt to bust the impact of HC. Consequently, it is unclear how the right PBs can be influenced, entrenched, and inculcated in undergraduate medical students, especially in their early clinical placements. The lack of such insight highlights a critical gap in the literature, nudging educators to take a realist stance to deal with this problem. Behavior psychology stresses shaping medical students&#x2019; values and beliefs as salient mediators that influence intentions to pursue future PBs. Curiosity prevails about what would guide the educational interventions to target this behavior change. To help understand this concept, we present our design-based innovative perspective about PROfessionalism in Partnership for Education Research (PROPER) shaped by pluralistic theoretical models in the context of two European medical schools with diverse medical students, highlighting its non-parochial and transferable nature.</p>
</abstract>
<kwd-group>
<kwd>hidden curriculum</kwd>
<kwd>professional behaviors</kwd>
<kwd>medical professionalism</kwd>
<kwd>design-based research</kwd>
<kwd>theory of planned behavior</kwd>
<kwd>mixed-methods study</kwd>
</kwd-group>
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<fig-count count="4"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="61"/>
<page-count count="9"/>
<word-count count="6538"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Healthcare Professions Education</meta-value>
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</front>
<body>
<sec id="sec1">
<label>1</label>
<title>Background and need for innovation</title>
<p>In delivering safe and high-quality patient care, there has been a notable realization of the importance of upholding professional standards. This has led to a call for the establishment of professional behaviors (PB) in future healthcare professionals (HCPs) through modern health professions education (HPE) (<xref ref-type="bibr" rid="ref1">1</xref>). However, the current state of HPE not only falls short in responding to this call but also impedes progress toward the right direction in some ways. Martimianaks et al. (<xref ref-type="bibr" rid="ref2">2</xref>), highlighted the increasing recognition of a hidden curriculum in negatively influencing PBs and professional identity formation Haferty (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>), described this HC-driven phenomenon as a source of implicit messages, values, and norms conveyed to learners through informal deliberations. These subtle influences can significantly shape students&#x2019; perceptions of their physician roles. This pervasive and often negative influence of HC on professional teaching in contemporary medical education is now increasingly being acknowledged (<xref ref-type="bibr" rid="ref5 ref6 ref7 ref8 ref9">5&#x2013;9</xref>).</p>
<p>The current state of formal curricula in HPE may explicitly outline professional expectations and competencies, while hidden ones may give conflicting messages or reinforce stereotypes and biases that negate these efforts (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref11">11</xref>). For instance, in a qualitative study of medical students perceptions, Lempp and Seale (<xref ref-type="bibr" rid="ref9">9</xref>) highlighted how senior clinicians&#x2019; role modeling of hierarchical power dynamics and negative cultures in hospitals can inadvertently promote unprofessional behaviors or attitudes among medical students and doctors in training. Therefore, HPE programs realize it is incumbent upon them to act by incorporating explicit training on professionalism and HC into the formal curriculum (<xref ref-type="bibr" rid="ref12">12</xref>). By integrating discussions on professionalism, ethical decision-making, and the impact of organizational culture into didactic sessions, workshops, and clinical skills training, educators can raise students&#x2019; awareness of HC and may provide them with the knowledge and skills to navigate its complexities effectively (<xref ref-type="bibr" rid="ref13">13</xref>).</p>
<p>However, there remains a need for fundamental changes to mitigate and counteract the impact of HC on medical professionalism (MP) by using multifaceted approaches at all levels of undergraduate medical education (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref15">15</xref>). Sheeran (<xref ref-type="bibr" rid="ref16">16</xref>) reminds us that this requirement can only be met effectively using scientific methods with experimental studies to identify the exact mechanisms involved in behavioral change interventions. This includes a detailed examination of the behaviors and theories of behavioral change underpinning the educational intervention and the use of these behavioral change models to marshal cumulative factors. Behavioral change research primarily forces educators to look for who, what, when, where, and how they need to do differently to motivate learners to adopt, adapt or pursue certain behaviors. This starts with a detailed analysis of identified behaviors and highlights its relationship in the wider individual or social behavioral networks (<xref ref-type="bibr" rid="ref17">17</xref>). This, in turn, leads to the identification of professional, financial, organizational, or regulatory factors and self, peers, supervisors, family, and social media actors, which may influence the behaviors in question (<xref ref-type="bibr" rid="ref18">18</xref>).</p>
<p>At this point, there remains a curiosity about what would guide the educational interventions targeting behavior change. To help us understand, a theory can provide a logical relationship between various abstract concepts that explain the world around us (<xref ref-type="bibr" rid="ref19">19</xref>). This can help educators develop interventions that may be applied to different situations and contexts to achieve learning outcomes and behavior change (<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref21">21</xref>). Nevertheless, it&#x2019;s crucial to note that merely identifying theoretical constructs will not serve as a magic bullet. Identification of behavioral change strategies (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>) to influence the identified theoretical constructs are the frequently missed pieces of the puzzle in the intervention design (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref24">24</xref>). Reflecting on the fundamental &#x201C;master question&#x201D; in education research: <italic>What should be taught to whom, when, and how?</italic> we recognize that effective educational planning must address not only what and to whom but also how behavioral change strategies align with educational objectives (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>). Hence, the educational intervention should identify the behavior-predicting determinants (theoretical framework), behavior change strategy targeting those determinants, and the practical application keeping the target population in mind (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). This alignment forms the foundation of design-based research (DBR) (<xref ref-type="bibr" rid="ref26">26</xref>), an innovative approach that emphasizes designing, testing, and refining educational interventions in real-world settings. DBR&#x2019;s pluralistic nature supports crossing theoretical and methodological boundaries, integrating theories to explore the interactions between context and behavioral mechanisms in complex environments.</p>
<p>In an attempt to respond to the identified gaps and the call for the promotion of PBs in future HCPs, borrowing DBR principles, we have proposed an educational intervention entitled the PROfessionalism in Partnership for Education Research (PROPER) study. PROPER uses a four-step experimental design approach, namely: (1) specifying the PBs, (2) analyzing PBs, (3) designing the intervention, and (4) measuring the change in PBs. Additionally, we incorporate a realist perspective by identifying underlying causal mechanisms and exploring how they work under specific conditions. Through this realist perspective, we aim to understand what, how, for whom, and under what circumstances complex interventions function most effectively (<xref ref-type="bibr" rid="ref27">27</xref>). In this perspective piece, we strive to describe our PROPER educational intervention and its theoretical framework to support HPE educators and faculty who are interested in using theory-driven approaches to target PBs in MP education.</p>
</sec>
<sec id="sec2">
<label>2</label>
<title>The PROPER educational intervention</title>
<p>The PROPER study, funded by the Higher Education Authority, North&#x2013;South Research Program, was designed to foster the development of PBs among early clinical undergraduate medical students. The intervention involved theory-driven workshops for students from two distinct educational contexts on the Island of Ireland: the Royal College of Surgeons in Ireland (RCSI) University of Medicine and Health Sciences in Dublin (Republic of Ireland) and Queen&#x2019;s University Belfast (QUB) in Belfast (United Kingdom). At RCSI, professionalism is taught as an explicit strand focused on personal and professional identity formation, while QUB integrates professionalism within the basic sciences curriculum, embedding it seamlessly rather than through a dedicated module. Importantly, all participating students were at a comparable stage in their training; either in pre-clinical education or newly entering clinical placements which ensured a similar level of cognitive maturity and understanding across both groups. This consistency provided a reliable foundation for evaluating the intervention&#x2019;s impact across different curricular approaches. We have reported the PROPER study using TIDiER framework (<xref ref-type="bibr" rid="ref28">28</xref>) throughout our perspective paper (<xref ref-type="supplementary-material" rid="SM1">Appendix 1</xref>).</p>
<p>PROPER workshops were designed in such a way that they could be conducted both in-person and virtually. We conducted four 90-min structured workshops on themes relevant to the HC which were identified as important by expert consensus (nominal group process) (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>), involving experts in medical education and medical students. These themes were:</p>
<list list-type="roman-lower">
<list-item>
<p>Maintaining confidentiality in the clinical practice.</p>
</list-item>
<list-item>
<p>Raising concerns and whistle-blowing.</p>
</list-item>
<list-item>
<p>Practicing self-care and wellbeing.</p>
</list-item>
<list-item>
<p>Exercising cultural sensitivity.</p>
</list-item>
</list>
<p><xref ref-type="boxed-text" rid="box1">Box 1</xref> entails the objectives of one of the workshops which can be used for all the identified themes.</p>
<boxed-text id="box1" position="float">
<label>Box 1</label>
<title>Workshop objectives (DAGaRR).</title>
<p>1. <bold>Define</bold> the terms and features associated with the concept of confidentiality at an abstract level and concrete, i.e., behavioral level.</p>
<p>2. <bold>Acquire experience</bold> in defining and articulating professional and unprofessional behaviors by describing various behaviors related to a common set of experiences illustrated in the scenarios.</p>
<p>3. <bold>Gain perspectives</bold> on how the same experience can be perceived from multiple perspectives of other individuals on a team (e.g., student, resident, faculty, family, society and council, etc.).</p>
<p>4. <bold>Recognize</bold> behaviors in yourselves and others that can be categorized unprofessional when it comes to confidentiality.</p>
<p>5. <bold>Reflect</bold> on the workshop experience in terms of your behavior and the behavior of others related to confidentiality.</p>
</boxed-text>
<p>The PROPER intervention contained pre-workshop resources followed by a structured 90-min workshop as outlined in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Detailed design and structure of the online PROPER intervention.</p>
</caption>
<graphic xlink:href="fmed-11-1484058-g001.tif"/>
</fig>
</sec>
<sec id="sec3">
<label>3</label>
<title>Steps taken for development and implementation of innovation</title>
<p>The salient feature of the intervention entailed identifying the desired behavior, behavioral analysis, intervention as a means of finding a mechanism to achieve the target behavior, and the perceived outcome of measuring the expected change in PBs (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>The intertwined relationship of the PROPER workshop target, educational intervention, and the outcome for measuring the changes in professional behaviors.</p>
</caption>
<graphic xlink:href="fmed-11-1484058-g002.tif"/>
</fig>
<sec id="sec4">
<label>3.1</label>
<title>Step 1: Specify the behavior &#x2013; what do we want the students to do?</title>
<p>The influence of HC on the PBs of undergraduate medical students was the driving force. In the realm of HC, Haferty has proposed various areas that need to be safeguarded (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>). However, keeping the clinical context of participating institutions in mind, we identified four essential areas for PBs: maintaining confidentiality, exercising cultural sensitivity, practicing self-care, and raising concerns. To do that, we employed the nominal group process approach (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>), which is an expert panel method to reach a consensus on the most important PBs to address within HC in our PROPER study. This method is being used across multiple fields, particularly in healthcare research and intervention, and benefits from true expert opinion and time efficiency. A group of 8 subject-matter medical educators, practicing physicians, experts, and an educational psychologist individually proposed themes and then facilitated group discussions through a series of moderation. DWH ranked and agreed on priorities for the educational intervention. Iterative and thorough deliberations and discussions among research team members also helped us to finalize the scenarios for these aspects to be used in the PROPER.</p>
</sec>
<sec id="sec5">
<label>3.2</label>
<title>Step 2: Behavioral analysis &#x2013; what will it take to do that?</title>
<p>Later, we worked on the hypothesis of what would guide behavioral analysis. A growing body of literature indicates that utilizing behavioral theories can aid in pinpointing modifiable factors that can assist HCPs in modifying their behaviors to align with evidence-based healthcare practices. In shaping the educational interventions aimed at enhancing PBs among undergraduate medical students, it was imperative to anchor the approach within a robust theoretical framework (<xref ref-type="bibr" rid="ref31">31</xref>). We looked for the available theories regarding behavior and behavior change to achieve a theory-driven approach to modifying PB. Davis et al. (<xref ref-type="bibr" rid="ref32">32</xref>), have reported 82 behaviors and behavioral change theories, which can help outline modifiable factors that can assist HCPs in modifying their behaviors to align with desired healthcare practices.</p>
<p>The PROPER study has focused on expectancy-value social cognition models that highlight the intentional, reflective factors of behavior through the theory of planned behavior (TPB) (<xref ref-type="bibr" rid="ref33">33</xref>). TPB proposes that behavioral intentions are the most reliable predictor of behaviors, which are influenced by three main factors (<xref ref-type="bibr" rid="ref1">1</xref>): attitudes toward the behavior, which are based on beliefs about the consequences of the behavior (<xref ref-type="bibr" rid="ref2">2</xref>); subjective norms, which are rooted in beliefs about normative expectations of influential individuals); and (<xref ref-type="bibr" rid="ref3">3</xref>) perceived behavioral controls which derive from beliefs about factors facilitating or hindering behavior. The strength of TPB lies in the explicit relationship of various conceptual constructs and their relationship in influencing behaviors (<xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref35">35</xref>). For instance, in the medical field, TPB suggests that an HCP&#x2019;s intention to engage in a specific behavior, such as adhering to clinical guidelines (<xref ref-type="bibr" rid="ref36">36</xref>), disclosing medical errors (<xref ref-type="bibr" rid="ref37">37</xref>) or intention to be professional in the digital world (<xref ref-type="bibr" rid="ref24">24</xref>) is shaped by their beliefs about the behavior, social influences, and the perceived ability to enact the behavior.</p>
<p>Another important predominant theory that underpins the PROPER study is the social cognitive theory (SCT) by Bandura (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref38">38</xref>) which underpins contemporary educational practices by emphasizing the role of observation, imitation, and interaction in the acquisition and reinforcement of behaviors (<xref ref-type="bibr" rid="ref38">38</xref>). In the context of HPE, the SCT enacts that students learn not only from didactic instruction but also from observing role models, engaging in collaborative activities, and participating in group discussions (<xref ref-type="bibr" rid="ref12">12</xref>). Self-efficacy (<xref ref-type="bibr" rid="ref39">39</xref>), central to SCT, is acquired through socialization in the communities of practice leading to a situated cognitive enhancement (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Godin and colleagues&#x2019; systematic review has highlighted that TPB (<xref ref-type="bibr" rid="ref33">33</xref>) and SCT (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref38">38</xref>) have been the predominant focus for predicting HCPs&#x2019; behaviors to date, with a focus on PBs (<xref ref-type="bibr" rid="ref40">40</xref>). Informed by the published literature, the PROPER study supported the adoption of TPB and SCT as theories of our choice (<xref ref-type="bibr" rid="ref41">41</xref>). <xref ref-type="fig" rid="fig3">Figure 3</xref> describes the collective PROPER theoretical framework.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Theoretical Framework for Improving Professional Behavior Development in PROPER highlighting the interaction between the Social Learning Theory and Theory of Planned Behavior. PROPER: Professionalism in Partnership for Education Research Study; QUAN: Quantitative; QUAL; Qualitative; TPB: theory of planned behavior; FGD: Focus Group Discussion.</p>
</caption>
<graphic xlink:href="fmed-11-1484058-g003.tif"/>
</fig>
<p>Using the TPB and SCT, we identified and signposted the modifiable factors that can be leveraged while designing interventions for behavioral changes (<xref ref-type="bibr" rid="ref42">42</xref>). The identified four key areas were found to be occurring in a social setting, where each behavior is within the network of behaviors within each person and each person in turn within the network of other people. By adopting the behavioral analysis by Sheeran et al., we used a combination of TPB and SCT as shown in <xref ref-type="fig" rid="fig4">Figure 4</xref>, which illustrates the number of actors are playing their roles for Miss X&#x2019;s knowledge, cognition and self-efficacy. The PROPER study however, is targeted toward changing Miss X&#x2019;s behavior only.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Influencing factors and actors for the behavioral analysis.</p>
</caption>
<graphic xlink:href="fmed-11-1484058-g004.tif"/>
</fig>
</sec>
<sec id="sec6">
<label>3.3</label>
<title>Step 3: Interventional design &#x2013; how will we get them to do that?</title>
<p>In designing the PROPER intervention, we adopted a DBR approach (<xref ref-type="bibr" rid="ref26">26</xref>), which emphasizes the iterative development and testing of educational interventions within real-world contexts. Informed by DBR approach, we employed a pluralistic use of theories and methodologies, which allowed us to cross theoretical and methodological boundaries to address the complexity of behavioral change in healthcare education. We thoughtfully curated a sequence of educational activities integrating the constructs of the TPB constructs within the social cognition framework and settings. However, it is important to note a significant critique highlighted by Hardeman et al. (<xref ref-type="bibr" rid="ref23">23</xref>), TPB has often been limited to measuring process and outcome variables (such as intentions) without directly informing educational intervention design, a finding commonly seen in the published literature. In the context of HPE and MP, Archer (<xref ref-type="bibr" rid="ref35">35</xref>), Geist (<xref ref-type="bibr" rid="ref43">43</xref>), Shiphra (<xref ref-type="bibr" rid="ref44">44</xref>) and Guraya et al. (<xref ref-type="bibr" rid="ref24">24</xref>), have endorsed the use of TPB to design educational interventions but did not provide a clear roadmap. Recently, Medisauskaite et al. (<xref ref-type="bibr" rid="ref45">45</xref>), and Rich et al. (<xref ref-type="bibr" rid="ref36">36</xref>), evaluated a professionalism-based United Kingdom program; however, the program&#x2019;s design was not embedded in theoretical underpinnings. Our DBR approach allowed us to address this limitation by combining TPB with behavioral change models. Drawing from Kok (<xref ref-type="bibr" rid="ref22">22</xref>) and Hardeman et al. (<xref ref-type="bibr" rid="ref23">23</xref>), we developed a taxonomy of strategies to increase behavioral capacity within the intervention. Specifically, <italic>&#x2018;Information&#x2019;</italic> was used to influence attitudes, <italic>&#x2018;self-affirmation&#x2019;</italic> to shape subjective norms, and <italic>&#x2018;motivation&#x2019;</italic> and <italic>&#x2018;role modeling&#x2019;</italic> to enhance perceived behavioral control. This DBR-guided design allowed us to move beyond traditional TPB applications, providing a structured yet adaptable roadmap for developing theory-driven educational interventions. The following sections elaborate on our chosen strategies in detail, explaining how each component of the intervention aligns with our goals for advancing PBs in healthcare.</p>
<sec id="sec7">
<label>3.3.1</label>
<title>&#x2018;Information&#x2019;&#x2014;attitudes</title>
<p>Information has been used widely in various health behavior modification interventions (<xref ref-type="bibr" rid="ref46">46</xref>). In our work, the modification of attitudes toward PBs was targeted using a multifaceted approach where participants understood the perceived susceptibility and severity of professional lapses. Our PROPER study utilized evidence-based information and case studies to highlight the potential consequences of unprofessional conduct, emphasizing the importance of upholding ethical standards in clinical practice. Regarding evidence-based information, resources in the form of PROPER study guides were developed collaboratively by HPE experts, clinicians and students within the PROPER study group. To ensure that guidance was appropriate, a subject expert reviewed and included universal principles while medical experts in clinical practice from the Republic of Ireland (Medical Council of Ireland) and United Kingdom (General Medical Council) reviewed and discussed areas where guidance protocols agreed or differed. These resources were named PROPER Guides and were shared with the participants before workshops. By offering accessible and relevant learning materials, the PROPER study equipped students with the knowledge and skills necessary to navigate complex professional scenarios effectively.</p>
</sec>
<sec id="sec8">
<label>3.3.2</label>
<title>Self-affirmation&#x2019; using guided reflection and facilitation&#x2014;subjective norms</title>
<p>Self-affirmation (<xref ref-type="bibr" rid="ref47">47</xref>) is about reflection on one&#x2019;s values, attributes and social relations and has been used to improve MP understanding in our recent research (<xref ref-type="bibr" rid="ref12">12</xref>) and in improving health-related intentions (<xref ref-type="bibr" rid="ref47">47</xref>, <xref ref-type="bibr" rid="ref48">48</xref>). According to ancient Greek Philosophy the famous aphorism &#x201C;know thyself&#x201D; refers to the process of Reflection (<xref ref-type="bibr" rid="ref49">49</xref>), which employs <italic>&#x2018;self-affirmation&#x2019;</italic> as a behavior change method as elucidated by Hardeman et al. (<xref ref-type="bibr" rid="ref23">23</xref>). This concept influences SN by enhancing self-regulatory abilities, attentional bias, and judgmental confidence (<xref ref-type="bibr" rid="ref50">50</xref>). In real-world settings, much of the applied knowledge is implicit and requires clarification and reinterpretation to advance medical practices. Reflection is recognized as a crucial skill for doctors, playing a vital role in fostering deeper and enduring learning, as well as facilitating patient-centered care during clinical interactions (<xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref52">52</xref>). From a learning perspective, reflection serves to validate previous learning experiences or scrutinize the rationale behind our beliefs (<xref ref-type="bibr" rid="ref53">53</xref>). Conceptually, there is a noticeable oversight in the theoretical discourse of collective reflective practice (<xref ref-type="bibr" rid="ref54">54</xref>). In an interesting study, tackling wicked problems (<xref ref-type="bibr" rid="ref55">55</xref>) regarding complex public health challenges, the researchers used collective reflective practices to gain an advantage from collaborative strategies for problem-solving, particularly through structured dialogs. Theoretical frameworks often adopt an individualistic perspective, failing to adequately address the collective aspect of reflective practice.</p>
<p>Contrary to Sch&#x00F6;n&#x2019;s theory, which portrays reflection primarily as a solitary endeavor we adopted a collective reflection, recognizing it as a social process occurring within a broader learning community (<xref ref-type="bibr" rid="ref54">54</xref>). In our PROPER study, the participants focused on the HC using Rolf&#x2019;s reflective model (<xref ref-type="bibr" rid="ref56">56</xref>, <xref ref-type="bibr" rid="ref57">57</xref>) for structured guided reflection (<xref ref-type="bibr" rid="ref58">58</xref>). During the breakout room placements, firstly, students explored their own professional values and reflected on their personal experiences within healthcare settings and we used value clarification activities to support this introspective process. Secondly, students engaged in dialogs with external factors pertinent to their clinical environment, including policies, guidelines, and ethical considerations, while sharing and discussing their reflections with peers. Finally, students were encouraged to critically analyze the social theory context (micro, meso and macro levels) of healthcare, exploring how decisions and societal norms could influence current practices. Positive expectations were made available through guided and facilitated collective discussions and scenario analysis. Students gained insights into healthcare practices, fostering a deeper understanding of HC and its impact on PB and insights into others&#x2019; approvals.</p>
</sec>
<sec id="sec9">
<label>3.3.3</label>
<title>Motivation&#x2019; and role-modeling&#x2019;&#x2014;perceived behavioral control</title>
<p>In the realm of behavior change, educational intervention might aim to increase self-efficacy beliefs to resist social pressure and choose an unprofessional course of conduct. Such belief in one&#x2019;s ability to enact a PB is enhanced by applying theory-based methods such as role-modeling, guided reflective practice with feedback, and reinforcement by expert facilitators. This interactive approach hinged on Bandura&#x2019;s SCT (<xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref58">58</xref>), enhanced the PROPER students&#x2019; self-efficacy and PBC by equipping them with the skills and insights necessary to navigate complex ethical challenges in clinical practice. In the PROPER workshops, we encouraged the participants to understand take-home messages by examining the factors influencing their decisions and actions by developing a deeper awareness of their motivations and intentions. Large group wrap-ups and key take-home messages strengthened the participants&#x2019; hypothetical intentions for performing the right PBs, indicating their ability to overcome cognitive dissonance in future clinical placements. It&#x2019;s imperative to highlight the role of practicing physicians as facilitators (DWH, SYG, SSG, GPK, and MH) to showcase an authentic and impactful learning experience for the participants. By providing such organized and structured reflective practices, vicarious experiences, and venues where rationalization and moral justifications of everyday situations were discussed collectively, facilitated by HCPs modeling the right choices had the potential to influence the strength of self-efficacy leading to a change in actions (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref59">59</xref>).</p>
</sec>
</sec>
<sec id="sec10">
<label>3.4</label>
<title>Step 4: Measurement of change - how will we prove that change has occurred?</title>
<p>A comprehensive theory-informed approach was employed to assess the impact of PROPER study. Evaluative designs based on the TPB have been used by Guraya et al. (<xref ref-type="bibr" rid="ref24">24</xref>), Medisauskaite et al. (<xref ref-type="bibr" rid="ref45">45</xref>), and Rich et al. (<xref ref-type="bibr" rid="ref36">36</xref>), however, only the first two studies (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref45">45</xref>) used a mixed-methods approach, while Rich et al. (<xref ref-type="bibr" rid="ref36">36</xref>), applied only quantitative measures. Although the methodological design varied significantly in all three studies, Guraya et al. (<xref ref-type="bibr" rid="ref24">24</xref>), and Rich et al. (<xref ref-type="bibr" rid="ref36">36</xref>), capitalized on pre-post design. For the PROPER study, we followed the quasi-experimental without randomization design modeled by Medisauskaite et al. (<xref ref-type="bibr" rid="ref45">45</xref>), with self-reported pre-post, and delayed post-measurements within the intervention and control group. To further enhance the explanatory power of our approach, we conducted TPB-based FGDs to understand the causal-effect relationships and capture participants&#x2019; insights on behavioral changes (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref60">60</xref>).</p>
<p>While these data sources provide a nuanced understanding of the intervention&#x2019;s effects on professional development, we recognize that behavioral change, especially in healthcare, often requires time and sustained effort (<xref ref-type="bibr" rid="ref42">42</xref>). Measuring outcomes shortly after the intervention may not fully capture the persistence or gradual adoption of new behaviors. Future follow-up assessments could be beneficial in evaluating the long-term impact of the intervention. Additionally, we prioritized validity by validating our TPB-based questionnaire, as reported in a recent publication (<xref ref-type="bibr" rid="ref61">61</xref>). Finally, it is pertinent to note that while SCT informed the learning and workshop design, only TPB constructs were employed in analyzing behavioral change, ensuring a focused and reliable evaluation.</p>
</sec>
</sec>
<sec id="sec11">
<label>4</label>
<title>Critical reflection</title>
<p>Our previous research work shaped our perspective (<xref ref-type="bibr" rid="ref24">24</xref>) in the field of MP in the context of undergraduate medical education and we built on our understanding of behavioral change theories (<xref ref-type="bibr" rid="ref32">32</xref>). In reflecting on the &#x201C;master question&#x201D; in education research; <italic>What should be taught to whom, when and how?</italic>, we recognized that effective educational planning must address not only what and to whom but also how behavioral change strategies are mapped onto educational objectives (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>). This perspective highlights the complexities of developing, designing, and implementing contextually appropriate educational research. This aligns with the principles of DBR, where educational interventions function as sites for systematically studying and refining learning phenomena and where the complexity of these settings gives rise to emergent insights (<xref ref-type="bibr" rid="ref26">26</xref>).</p>
<p>In this light, the PROPER study is informed by design-based research. It operates within a robust theoretical framework, drawing from both Bandura&#x2019;s SCT and TPB, to enhance behavioral capacity in HPE. Nevertheless, we recognize that learning cannot be fully addressed using a few theoretical frameworks or methodological approaches. Acknowledging that SCT and TPB focus on personal and social influences, we realize that broader contextual factors such as organizational support, policies, and time constraints play a significant role in healthcare settings. We encourage our HPE community to address these systemic factors in future iterations, which could expand the intervention&#x2019;s relevance and predictive power.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec12">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec sec-type="ethics-statement" id="sec13">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Ethical approval was sought and obtained from the Research Ethics Committee (REC) of the RCSI (REC202301006) and QUB (MHLS 22_184). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec14">
<title>Author contributions</title>
<p>SSG: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. GK: Data curation, Investigation, Project administration, Resources, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. FD: Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AS: Formal analysis, Project administration, Resources, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AB: Formal analysis, Project administration, Resources, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. EC: Investigation, Methodology, Project administration, Resources, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MH: Investigation, Methodology, Project administration, Resources, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AR: Investigation, Methodology, Project administration, Resources, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MS: Investigation, Methodology, Project administration, Resources, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SH: Investigation, Methodology, Project administration, Resources, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. FB: Investigation, Methodology, Project administration, Resources, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SYG: Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. DH: Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec15">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This project is funded by the Higher Education Authority, North&#x2013;South Research program granted to the RCSI [PI (DH), grant no. 21578A01].</p>
</sec>
<ack>
<p>We thank the Quality Enhancement Office at the RCSI, Dublin and students at the RCSI, Dublin and QUB for their contribution and support.</p>
</ack>
<sec sec-type="COI-statement" id="sec16">
<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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="disclaimer" id="sec17">
<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 sec-type="supplementary-material" id="sec18">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmed.2024.1484058/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmed.2024.1484058/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label> <citation citation-type="book"><person-group person-group-type="author"><name><surname>&#x0106;urkovi&#x0107;</surname> <given-names>M</given-names></name> <name><surname>Casalone</surname> <given-names>C</given-names></name></person-group>. <article-title>Medical professionalism&#x2014;philosophical framework</article-title> In: <person-group person-group-type="editor"><name><surname>&#x0106;urkovi&#x0107;</surname> <given-names>M</given-names></name></person-group>, editor. <source>The bridge between bioethics and medical practice: Medical professionalism</source>. <publisher-loc>Berlin</publisher-loc>: <publisher-name>Springer</publisher-name> (<year>2022</year>). <fpage>113</fpage>&#x2013;<lpage>59</lpage>.</citation></ref>
<ref id="ref2"><label>2.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martimianakis</surname> <given-names>MAT</given-names></name> <name><surname>Michalec</surname> <given-names>B</given-names></name> <name><surname>Lam</surname> <given-names>J</given-names></name> <name><surname>Cartmill</surname> <given-names>C</given-names></name> <name><surname>Taylor</surname> <given-names>JS</given-names></name> <name><surname>Hafferty</surname> <given-names>FW</given-names></name></person-group>. <article-title>Humanism, the hidden curriculum, and educational reform: a scoping review and thematic analysis</article-title>. <source>Acad Med</source>. (<year>2015</year>) <volume>90</volume>:<fpage>S5</fpage>&#x2013;<lpage>S13</lpage>. doi: <pub-id pub-id-type="doi">10.1097/ACM.0000000000000894</pub-id>, PMID: <pub-id pub-id-type="pmid">26505101</pub-id></citation></ref>
<ref id="ref3"><label>3.</label> <citation citation-type="book"><person-group person-group-type="author"><name><surname>Hafferty</surname> <given-names>FW</given-names></name> <name><surname>Hafler</surname> <given-names>JP</given-names></name></person-group>. <article-title>The hidden curriculum, structural disconnects, and the socialization of new professionals</article-title> In: <person-group person-group-type="editor"><name><surname>Hafler</surname> <given-names>JP</given-names></name></person-group>, editor. <source>Extraordinary learning in the workplace</source>. <publisher-loc>Berlin</publisher-loc>: <publisher-name>Springer</publisher-name> (<year>2010</year>). <fpage>17</fpage>&#x2013;<lpage>35</lpage>.</citation></ref>
<ref id="ref4"><label>4.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hafferty</surname> <given-names>FW</given-names></name></person-group>. <article-title>Beyond curriculum reform: confronting medicine's hidden curriculum</article-title>. <source>Acad Med</source>. (<year>1998</year>) <volume>73</volume>:<fpage>403</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1097/00001888-199804000-00013</pub-id></citation></ref>
<ref id="ref5"><label>5.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brown</surname> <given-names>ME</given-names></name> <name><surname>Coker</surname> <given-names>O</given-names></name> <name><surname>Heybourne</surname> <given-names>A</given-names></name> <name><surname>Finn</surname> <given-names>GM</given-names></name></person-group>. <article-title>Exploring the hidden curriculum&#x2019;s impact on medical students: professionalism, identity formation and the need for transparency</article-title>. <source>Med Sci Educ</source>. (<year>2020</year>) <volume>30</volume>:<fpage>1107</fpage>&#x2013;<lpage>21</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s40670-020-01021-z</pub-id>, PMID: <pub-id pub-id-type="pmid">34457773</pub-id></citation></ref>
<ref id="ref6"><label>6.</label> <citation citation-type="book"><person-group person-group-type="author"><name><surname>Rajput</surname> <given-names>V</given-names></name> <name><surname>Mookerjee</surname> <given-names>A</given-names></name> <name><surname>Cagande</surname> <given-names>C</given-names></name></person-group>. <source>The contemporary hidden curriculum in medical education</source>, vol. <volume>6</volume>. <publisher-loc>United Kingdom</publisher-loc>: <publisher-name>MedEdPublish</publisher-name> (<year>2017</year>).</citation></ref>
<ref id="ref7"><label>7.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gaufberg</surname> <given-names>EH</given-names></name> <name><surname>Batalden</surname> <given-names>M</given-names></name> <name><surname>Sands</surname> <given-names>R</given-names></name> <name><surname>Bell</surname> <given-names>SK</given-names></name></person-group>. <article-title>The hidden curriculum: what can we learn from third-year medical student narrative reflections?</article-title> <source>Acad Med</source>. (<year>2010</year>) <volume>85</volume>:<fpage>1709</fpage>&#x2013;<lpage>16</lpage>. doi: <pub-id pub-id-type="doi">10.1097/ACM.0b013e3181f57899</pub-id>, PMID: <pub-id pub-id-type="pmid">20881818</pub-id></citation></ref>
<ref id="ref8"><label>8.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Karnieli-Miller</surname> <given-names>O</given-names></name> <name><surname>Vu</surname> <given-names>TR</given-names></name> <name><surname>Holtman</surname> <given-names>MC</given-names></name> <name><surname>Clyman</surname> <given-names>SG</given-names></name> <name><surname>Inui</surname> <given-names>TS</given-names></name></person-group>. <article-title>Medical students' professionalism narratives: a window on the informal and hidden curriculum</article-title>. <source>Acad Med</source>. (<year>2010</year>) <volume>85</volume>:<fpage>124</fpage>&#x2013;<lpage>33</lpage>. doi: <pub-id pub-id-type="doi">10.1097/ACM.0b013e3181c42896</pub-id></citation></ref>
<ref id="ref9"><label>9.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lempp</surname> <given-names>H</given-names></name> <name><surname>Seale</surname> <given-names>C</given-names></name></person-group>. <article-title>The hidden curriculum in undergraduate medical education: qualitative study of medical students' perceptions of teaching</article-title>. <source>BMJ</source>. (<year>2004</year>) <volume>329</volume>:<fpage>770</fpage>&#x2013;<lpage>3</lpage>. doi: <pub-id pub-id-type="doi">10.1136/bmj.329.7469.770</pub-id>, PMID: <pub-id pub-id-type="pmid">15459051</pub-id></citation></ref>
<ref id="ref10"><label>10.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Park</surname> <given-names>SK</given-names></name> <name><surname>Chen</surname> <given-names>AM</given-names></name> <name><surname>Daugherty</surname> <given-names>KK</given-names></name> <name><surname>Frankart</surname> <given-names>LM</given-names></name> <name><surname>Koenig</surname> <given-names>RA</given-names></name></person-group>. <article-title>A scoping review of the hidden curriculum in pharmacy education</article-title>. <source>Am J Pharm Educ</source>. (<year>2023</year>) <volume>87</volume>:<fpage>ajpe8999</fpage>. doi: <pub-id pub-id-type="doi">10.5688/ajpe8999</pub-id></citation></ref>
<ref id="ref11"><label>11.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Joseph</surname> <given-names>OR</given-names></name> <name><surname>Flint</surname> <given-names>SW</given-names></name> <name><surname>Raymond-Williams</surname> <given-names>R</given-names></name> <name><surname>Awadzi</surname> <given-names>R</given-names></name> <name><surname>Johnson</surname> <given-names>J</given-names></name></person-group>. <article-title>Understanding healthcare students&#x2019; experiences of racial bias: a narrative review of the role of implicit bias and potential interventions in educational settings</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2021</year>) <volume>18</volume>:<fpage>12771</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph182312771</pub-id>, PMID: <pub-id pub-id-type="pmid">34886495</pub-id></citation></ref>
<ref id="ref12"><label>12.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guraya</surname> <given-names>SS</given-names></name> <name><surname>Guraya</surname> <given-names>SY</given-names></name> <name><surname>Doubell</surname> <given-names>F-R</given-names></name> <name><surname>Mathew</surname> <given-names>B</given-names></name> <name><surname>Clarke</surname> <given-names>E</given-names></name> <name><surname>Ryan</surname> <given-names>&#x00C1;</given-names></name> <etal/></person-group>. <article-title>Understanding medical professionalism using express team-based learning; a qualitative case-based study</article-title>. <source>Med Educ Online</source>. (<year>2023</year>) <volume>28</volume>:<fpage>2235793</fpage>. doi: <pub-id pub-id-type="doi">10.1080/10872981.2023.2235793</pub-id>, PMID: <pub-id pub-id-type="pmid">37463323</pub-id></citation></ref>
<ref id="ref13"><label>13.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neve</surname> <given-names>H</given-names></name> <name><surname>Morris</surname> <given-names>R</given-names></name></person-group>. <article-title>Twelve tips for promoting professionalism through reflective small group learning</article-title>. <source>MedEdPublish</source>. (<year>2017</year>) <volume>6</volume>:<fpage>43</fpage>. doi: <pub-id pub-id-type="doi">10.15694/mep.2017.000043</pub-id>, PMID: <pub-id pub-id-type="pmid">38406416</pub-id></citation></ref>
<ref id="ref14"><label>14.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rogers</surname> <given-names>DA</given-names></name> <name><surname>Boehler</surname> <given-names>ML</given-names></name> <name><surname>Roberts</surname> <given-names>NK</given-names></name> <name><surname>Johnson</surname> <given-names>V</given-names></name></person-group>. <article-title>Using the hidden curriculum to teach professionalism during the surgery clerkship</article-title>. <source>J Surg Educ</source>. (<year>2012</year>) <volume>69</volume>:<fpage>423</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jsurg.2011.09.008</pub-id></citation></ref>
<ref id="ref15"><label>15.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Karimi</surname> <given-names>Z</given-names></name> <name><surname>Ashktorab</surname> <given-names>T</given-names></name> <name><surname>Mohammadi</surname> <given-names>E</given-names></name> <name><surname>Abedi</surname> <given-names>HA</given-names></name></person-group>. <article-title>Using the hidden curriculum to teach professionalism in nursing students</article-title>. <source>Iran Red Crescent Med J</source>. (<year>2014</year>) <volume>16</volume>:<fpage>e15532</fpage>. doi: <pub-id pub-id-type="doi">10.5812/ircmj.15532</pub-id>, PMID: <pub-id pub-id-type="pmid">24829784</pub-id></citation></ref>
<ref id="ref16"><label>16.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sheeran</surname> <given-names>P</given-names></name> <name><surname>Klein</surname> <given-names>WM</given-names></name> <name><surname>Rothman</surname> <given-names>AJ</given-names></name></person-group>. <article-title>Health behavior change: moving from observation to intervention</article-title>. <source>Annu Rev Psychol</source>. (<year>2017</year>) <volume>68</volume>:<fpage>573</fpage>&#x2013;<lpage>600</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev-psych-010416-044007</pub-id></citation></ref>
<ref id="ref17"><label>17.</label> <citation citation-type="book"><person-group person-group-type="author"><collab id="coll1">National Institute for Health and Clinical Excellence</collab></person-group>. <source>Behaviour change at population, community and individual levels</source>. <publisher-loc>London</publisher-loc>: <publisher-name>National Institute for Health and Clinical Excellence</publisher-name> (<year>2007</year>).</citation></ref>
<ref id="ref18"><label>18.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Michie</surname> <given-names>S</given-names></name> <name><surname>Van Stralen</surname> <given-names>MM</given-names></name> <name><surname>West</surname> <given-names>R</given-names></name></person-group>. <article-title>The behaviour change wheel: a new method for characterising and designing behaviour change interventions</article-title>. <source>Implement Sci</source>. (<year>2011</year>) <volume>6</volume>:<fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1186/1748-5908-6-42</pub-id></citation></ref>
<ref id="ref19"><label>19.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hj&#x00F8;rland</surname> <given-names>B</given-names></name></person-group>. <article-title>Concept theory</article-title>. <source>J Am Soc Inf Sci Technol</source>. (<year>2009</year>) <volume>60</volume>:<fpage>1519</fpage>&#x2013;<lpage>36</lpage>. doi: <pub-id pub-id-type="doi">10.1002/asi.21082</pub-id></citation></ref>
<ref id="ref20"><label>20.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kumah</surname> <given-names>EA</given-names></name> <name><surname>McSherry</surname> <given-names>R</given-names></name> <name><surname>Bettany-Saltikov</surname> <given-names>J</given-names></name> <name><surname>van Schaik</surname> <given-names>P</given-names></name> <name><surname>Hamilton</surname> <given-names>S</given-names></name> <name><surname>Hogg</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Evidence-informed practice versus evidence-based practice educational interventions for improving knowledge, attitudes, understanding, and behavior toward the application of evidence into practice: a comprehensive systematic review of UG student</article-title>. <source>Campbell Syst Rev</source>. (<year>2022</year>) <volume>18</volume>:<fpage>1233</fpage>. doi: <pub-id pub-id-type="doi">10.1002/cl2.1233</pub-id></citation></ref>
<ref id="ref21"><label>21.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kumah</surname> <given-names>EA</given-names></name> <name><surname>McSherry</surname> <given-names>R</given-names></name> <name><surname>Bettany-Saltikov</surname> <given-names>J</given-names></name> <name><surname>Hamilton</surname> <given-names>S</given-names></name> <name><surname>Hogg</surname> <given-names>J</given-names></name> <name><surname>Whittaker</surname> <given-names>V</given-names></name> <etal/></person-group>. <article-title>PROTOCOL: evidence-informed practice versus evidence-based practice educational interventions for improving knowledge, attitudes, understanding, and behavior toward the application of evidence into practice: a comprehensive systematic review of undergraduate students</article-title>. <source>Campbell Syst Rev</source>. (<year>2019</year>) <volume>15</volume>:<fpage>15(1-2)</fpage>. doi: <pub-id pub-id-type="doi">10.1002/cl2.1015</pub-id></citation></ref>
<ref id="ref22"><label>22.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kok</surname> <given-names>G</given-names></name> <name><surname>Gottlieb</surname> <given-names>NH</given-names></name> <name><surname>Peters</surname> <given-names>G-JY</given-names></name> <name><surname>Mullen</surname> <given-names>PD</given-names></name> <name><surname>Parcel</surname> <given-names>GS</given-names></name> <name><surname>Ruiter</surname> <given-names>RA</given-names></name> <etal/></person-group>. <article-title>A taxonomy of behaviour change methods: an intervention mapping approach</article-title>. <source>Health Psychol Rev</source>. (<year>2016</year>) <volume>10</volume>:<fpage>297</fpage>&#x2013;<lpage>312</lpage>. doi: <pub-id pub-id-type="doi">10.1080/17437199.2015.1077155</pub-id>, PMID: <pub-id pub-id-type="pmid">26262912</pub-id></citation></ref>
<ref id="ref23"><label>23.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hardeman</surname> <given-names>W</given-names></name> <name><surname>Johnston</surname> <given-names>M</given-names></name> <name><surname>Johnston</surname> <given-names>D</given-names></name> <name><surname>Bonetti</surname> <given-names>D</given-names></name> <name><surname>Wareham</surname> <given-names>N</given-names></name> <name><surname>Kinmonth</surname> <given-names>AL</given-names></name></person-group>. <article-title>Application of the theory of planned behaviour in behaviour change interventions: a systematic review</article-title>. <source>Psychol Health</source>. (<year>2002</year>) <volume>17</volume>:<fpage>123</fpage>&#x2013;<lpage>58</lpage>. doi: <pub-id pub-id-type="doi">10.1080/08870440290013644a</pub-id></citation></ref>
<ref id="ref24"><label>24.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guraya</surname> <given-names>SS</given-names></name> <name><surname>Yusoff</surname> <given-names>MSB</given-names></name> <name><surname>Rashid-Doubell</surname> <given-names>F</given-names></name> <name><surname>Harkin</surname> <given-names>DW</given-names></name> <name><surname>Al-Amad</surname> <given-names>SH</given-names></name> <name><surname>Fredericks</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Changing professional behaviors in the digital world using the medical education e-professionalism (MEeP) framework&#x2014;a mixed methods multicentre study</article-title>. <source>Front Med</source>. (<year>2022</year>) <volume>9</volume>:<fpage>846971</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmed.2022.846971</pub-id>, PMID: <pub-id pub-id-type="pmid">35425778</pub-id></citation></ref>
<ref id="ref25"><label>25.</label> <citation citation-type="book"><person-group person-group-type="author"><name><surname>Hansen</surname> <given-names>BS</given-names></name> <name><surname>Dysvik</surname> <given-names>E</given-names></name></person-group>. <source>Expanding the theoretical understanding in advanced practice nursing: Framing the future. Nursing forum</source>. <publisher-loc>Hoboken, NJ</publisher-loc>: <publisher-name>Wiley Online Library</publisher-name> (<year>2022</year>).</citation></ref>
<ref id="ref26"><label>26.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bell</surname> <given-names>P</given-names></name></person-group>. <article-title>On the theoretical breadth of design-based research in education</article-title>. <source>Educ Psychol</source>. (<year>2004</year>) <volume>39</volume>:<fpage>243</fpage>&#x2013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.1207/s15326985ep3904_6</pub-id></citation></ref>
<ref id="ref27"><label>27.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tikly</surname> <given-names>L</given-names></name></person-group>. <article-title>What works, for whom, and in what circumstances? Towards a critical realist understanding of learning in international and comparative education</article-title>. <source>Int J Educ Dev</source>. (<year>2015</year>) <volume>40</volume>:<fpage>237</fpage>&#x2013;<lpage>49</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijedudev.2014.11.008</pub-id></citation></ref>
<ref id="ref28"><label>28.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoffmann</surname> <given-names>TC</given-names></name> <name><surname>Glasziou</surname> <given-names>PP</given-names></name> <name><surname>Boutron</surname> <given-names>I</given-names></name> <name><surname>Milne</surname> <given-names>R</given-names></name> <name><surname>Perera</surname> <given-names>R</given-names></name> <name><surname>Moher</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide</article-title>. <source>BMJ</source>. (<year>2014</year>) <volume>348</volume>:<fpage>348</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmj.g1687</pub-id></citation></ref>
<ref id="ref29"><label>29.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Foth</surname> <given-names>T</given-names></name> <name><surname>Efstathiou</surname> <given-names>N</given-names></name> <name><surname>Vanderspank-Wright</surname> <given-names>B</given-names></name> <name><surname>Ufholz</surname> <given-names>L-A</given-names></name> <name><surname>D&#x00FC;tthorn</surname> <given-names>N</given-names></name> <name><surname>Zimansky</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>The use of Delphi and nominal group technique in nursing education: a review</article-title>. <source>Int J Nurs Stud</source>. (<year>2016</year>) <volume>60</volume>:<fpage>112</fpage>&#x2013;<lpage>20</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijnurstu.2016.04.015</pub-id>, PMID: <pub-id pub-id-type="pmid">27297373</pub-id></citation></ref>
<ref id="ref30"><label>30.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Waggoner</surname> <given-names>J</given-names></name> <name><surname>Carline</surname> <given-names>JD</given-names></name> <name><surname>Durning</surname> <given-names>SJ</given-names></name></person-group>. <article-title>Is there a consensus on consensus methodology? Descriptions and recommendations for future consensus research</article-title>. <source>Acad Med</source>. (<year>2016</year>) <volume>91</volume>:<fpage>663</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1097/ACM.0000000000001092</pub-id>, PMID: <pub-id pub-id-type="pmid">26796090</pub-id></citation></ref>
<ref id="ref31"><label>31.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aliakbari</surname> <given-names>F</given-names></name> <name><surname>Parvin</surname> <given-names>N</given-names></name> <name><surname>Heidari</surname> <given-names>M</given-names></name> <name><surname>Haghani</surname> <given-names>F</given-names></name></person-group>. <article-title>Learning theories application in nursing education</article-title>. <source>J Educ Health Promot</source>. (<year>2015</year>) <volume>4</volume>:<fpage>2</fpage>. doi: <pub-id pub-id-type="doi">10.4103/2277-9531.151867</pub-id></citation></ref>
<ref id="ref32"><label>32.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Davis</surname> <given-names>R</given-names></name> <name><surname>Campbell</surname> <given-names>R</given-names></name> <name><surname>Hildon</surname> <given-names>Z</given-names></name> <name><surname>Hobbs</surname> <given-names>L</given-names></name> <name><surname>Michie</surname> <given-names>S</given-names></name></person-group>. <article-title>Theories of behaviour and behaviour change across the social and behavioural sciences: a scoping review</article-title>. <source>Health Psychol Rev</source>. (<year>2015</year>) <volume>9</volume>:<fpage>323</fpage>&#x2013;<lpage>44</lpage>. doi: <pub-id pub-id-type="doi">10.1080/17437199.2014.941722</pub-id>, PMID: <pub-id pub-id-type="pmid">25104107</pub-id></citation></ref>
<ref id="ref33"><label>33.</label> <citation citation-type="book"><person-group person-group-type="author"><name><surname>Ajzen</surname> <given-names>I</given-names></name> <name><surname>Schmidt</surname> <given-names>P</given-names></name></person-group>. <article-title>Changing behavior using the theory of planned behavior</article-title> In: <person-group person-group-type="editor"><name><surname>Hagger</surname> <given-names>MS</given-names></name> <name><surname>Cameron</surname> <given-names>LD</given-names></name> <name><surname>Hamilton</surname> <given-names>K</given-names></name> <name><surname>Hankonen</surname> <given-names>N</given-names></name> <name><surname>Lintunen</surname> <given-names>T</given-names></name></person-group>, editors. <source>The handbook of behavior change</source>. <publisher-loc>Cambridge</publisher-loc>: <publisher-name>Cambridge University Press</publisher-name> (<year>2020</year>). <fpage>17</fpage>&#x2013;<lpage>31</lpage>.</citation></ref>
<ref id="ref34"><label>34.</label> <citation citation-type="other"><person-group person-group-type="author"><name><surname>Staats</surname> <given-names>H</given-names></name></person-group>. <italic>Understanding proenvironmental attitudes and behavior: An analysis and review of research based on the theory of planned behavior: Na</italic>. (<year>2003</year>).</citation></ref>
<ref id="ref35"><label>35.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Archer</surname> <given-names>R</given-names></name> <name><surname>Elder</surname> <given-names>W</given-names></name> <name><surname>Hustedde</surname> <given-names>C</given-names></name> <name><surname>Milam</surname> <given-names>A</given-names></name> <name><surname>Joyce</surname> <given-names>J</given-names></name></person-group>. <article-title>The theory of planned behaviour in medical education: a model for integrating professionalism training</article-title>. <source>Med Educ</source>. (<year>2008</year>) <volume>42</volume>:<fpage>771</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1365-2923.2008.03130.x</pub-id>, PMID: <pub-id pub-id-type="pmid">18715476</pub-id></citation></ref>
<ref id="ref36"><label>36.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rich</surname> <given-names>A</given-names></name> <name><surname>Medisauskaite</surname> <given-names>A</given-names></name> <name><surname>Potts</surname> <given-names>HW</given-names></name> <name><surname>Griffin</surname> <given-names>A</given-names></name></person-group>. <article-title>A theory-based study of doctors&#x2019; intentions to engage in professional behaviours</article-title>. <source>BMC Med Educ</source>. (<year>2020</year>) <volume>20</volume>:<fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12909-020-1961-8</pub-id></citation></ref>
<ref id="ref37"><label>37.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fernandez</surname> <given-names>R</given-names></name> <name><surname>tenHam-Baloyi</surname> <given-names>W</given-names></name> <name><surname>Mathew</surname> <given-names>E</given-names></name> <name><surname>Secginli</surname> <given-names>S</given-names></name> <name><surname>Bahar</surname> <given-names>Z</given-names></name> <name><surname>Jans</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Predicting behavioural intentions towards medication safety among student and new graduate nurses across four countries</article-title>. <source>J Clin Nurs</source>. (<year>2023</year>) <volume>32</volume>:<fpage>789</fpage>&#x2013;<lpage>98</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jocn.16330</pub-id>, PMID: <pub-id pub-id-type="pmid">35475307</pub-id></citation></ref>
<ref id="ref38"><label>38.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nabavi</surname> <given-names>RT</given-names></name></person-group>. <article-title>Bandura&#x2019;s social learning theory and social cognitive learning theory</article-title>. <source>Theory Dev Psychol</source>. (<year>2012</year>) <volume>1</volume>:<fpage>1</fpage>&#x2013;<lpage>24</lpage>.</citation></ref>
<ref id="ref39"><label>39.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bandura</surname> <given-names>A</given-names></name></person-group>. <article-title>Self-efficacy: toward a unifying theory of behavioral change</article-title>. <source>Psychol Rev</source>. (<year>1977</year>) <volume>84</volume>:<fpage>191</fpage>&#x2013;<lpage>215</lpage>. doi: <pub-id pub-id-type="doi">10.1037/0033-295X.84.2.191</pub-id>, PMID: <pub-id pub-id-type="pmid">847061</pub-id></citation></ref>
<ref id="ref40"><label>40.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Godin</surname> <given-names>G</given-names></name> <name><surname>B&#x00E9;langer-Gravel</surname> <given-names>A</given-names></name> <name><surname>Eccles</surname> <given-names>M</given-names></name> <name><surname>Grimshaw</surname> <given-names>J</given-names></name></person-group>. <article-title>Healthcare professionals' intentions and behaviours: a systematic review of studies based on social cognitive theories</article-title>. <source>Implement Sci</source>. (<year>2008</year>) <volume>3</volume>:<fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1186/1748-5908-3-36</pub-id></citation></ref>
<ref id="ref41"><label>41.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perkins</surname> <given-names>MB</given-names></name> <name><surname>Jensen</surname> <given-names>PS</given-names></name> <name><surname>Jaccard</surname> <given-names>J</given-names></name> <name><surname>Gollwitzer</surname> <given-names>P</given-names></name> <name><surname>Oettingen</surname> <given-names>G</given-names></name> <name><surname>Pappadopulos</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>Applying theory-driven approaches to understanding and modifying clinicians' behavior: what do we know?</article-title> <source>Psychiatr Serv</source>. (<year>2007</year>) <volume>58</volume>:<fpage>342</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1176/ps.2007.58.3.342</pub-id>, PMID: <pub-id pub-id-type="pmid">17325107</pub-id></citation></ref>
<ref id="ref42"><label>42.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Potthoff</surname> <given-names>S</given-names></name> <name><surname>Rasul</surname> <given-names>O</given-names></name> <name><surname>Sniehotta</surname> <given-names>FF</given-names></name> <name><surname>Marques</surname> <given-names>M</given-names></name> <name><surname>Beyer</surname> <given-names>F</given-names></name> <name><surname>Thomson</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>The relationship between habit and healthcare professional behaviour in clinical practice: a systematic review and meta-analysis</article-title>. <source>Health Psychol Rev</source>. (<year>2019</year>) <volume>13</volume>:<fpage>73</fpage>&#x2013;<lpage>90</lpage>. doi: <pub-id pub-id-type="doi">10.1080/17437199.2018.1547119</pub-id>, PMID: <pub-id pub-id-type="pmid">30620248</pub-id></citation></ref>
<ref id="ref43"><label>43.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Geist</surname> <given-names>K</given-names></name></person-group>. <article-title>The theory of planned behavior in medical education: a model for integrating professionalism training</article-title>. <source>J Phys Ther Educ</source>. (<year>2009</year>) <volume>23</volume>:<fpage>80</fpage>. doi: <pub-id pub-id-type="doi">10.1097/00001416-200901000-00012</pub-id></citation></ref>
<ref id="ref44"><label>44.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ginsburg</surname> <given-names>S</given-names></name> <name><surname>Bernabeo</surname> <given-names>E</given-names></name> <name><surname>Holmboe</surname> <given-names>E</given-names></name></person-group>. <article-title>Doing what might be &#x201C;wrong&#x201D;: understanding internists&#x2019; responses to professional challenges</article-title>. <source>Acad Med</source>. (<year>2014</year>) <volume>89</volume>:<fpage>664</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.1097/ACM.0000000000000163</pub-id></citation></ref>
<ref id="ref45"><label>45.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Medisauskaite</surname> <given-names>A</given-names></name> <name><surname>Griffin</surname> <given-names>A</given-names></name> <name><surname>Viney</surname> <given-names>R</given-names></name> <name><surname>Rashid</surname> <given-names>A</given-names></name> <name><surname>Rich</surname> <given-names>A</given-names></name></person-group>. <article-title>Changing professional behaviours: mixed methods study utilising psychological theories to evaluate an educational programme for UK medical doctors</article-title>. <source>BMC Med Educ</source>. (<year>2021</year>) <volume>21</volume>:<fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12909-021-02510-4</pub-id></citation></ref>
<ref id="ref46"><label>46.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johnson</surname> <given-names>MJ</given-names></name> <name><surname>May</surname> <given-names>CR</given-names></name></person-group>. <article-title>Promoting professional behaviour change in healthcare: what interventions work, and why? A theory-led overview of systematic reviews</article-title>. <source>BMJ Open</source>. (<year>2015</year>) <volume>5</volume>:<fpage>e008592</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmjopen-2015-008592</pub-id>, PMID: <pub-id pub-id-type="pmid">26423853</pub-id></citation></ref>
<ref id="ref47"><label>47.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sweeney</surname> <given-names>AM</given-names></name> <name><surname>Moyer</surname> <given-names>A</given-names></name></person-group>. <article-title>Self-affirmation and responses to health messages: a meta-analysis on intentions and behavior</article-title>. <source>Health Psychol</source>. (<year>2015</year>) <volume>34</volume>:<fpage>149</fpage>&#x2013;<lpage>59</lpage>. doi: <pub-id pub-id-type="doi">10.1037/hea0000110</pub-id>, PMID: <pub-id pub-id-type="pmid">25089345</pub-id></citation></ref>
<ref id="ref48"><label>48.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Epton</surname> <given-names>T</given-names></name> <name><surname>Harris</surname> <given-names>PR</given-names></name> <name><surname>Kane</surname> <given-names>R</given-names></name> <name><surname>van Koningsbruggen</surname> <given-names>GM</given-names></name> <name><surname>Sheeran</surname> <given-names>P</given-names></name></person-group>. <article-title>The impact of self-affirmation on health-behavior change: a meta-analysis</article-title>. <source>Health Psychol</source>. (<year>2015</year>) <volume>34</volume>:<fpage>187</fpage>&#x2013;<lpage>96</lpage>. doi: <pub-id pub-id-type="doi">10.1037/hea0000116</pub-id>, PMID: <pub-id pub-id-type="pmid">25133846</pub-id></citation></ref>
<ref id="ref49"><label>49.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Steinmetz</surname> <given-names>H</given-names></name> <name><surname>Knappstein</surname> <given-names>M</given-names></name> <name><surname>Ajzen</surname> <given-names>I</given-names></name> <name><surname>Schmidt</surname> <given-names>P</given-names></name> <name><surname>Kabst</surname> <given-names>R</given-names></name></person-group>. <article-title>How effective are behavior change interventions based on the theory of planned behavior?</article-title> <source>Z Psychol</source>. (<year>2016</year>) <volume>224</volume>:<fpage>216</fpage>&#x2013;<lpage>33</lpage>. doi: <pub-id pub-id-type="doi">10.1027/2151-2604/a000255</pub-id></citation></ref>
<ref id="ref50"><label>50.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cohen</surname> <given-names>GL</given-names></name> <name><surname>Sherman</surname> <given-names>DK</given-names></name></person-group>. <article-title>The psychology of change: self-affirmation and social psychological intervention</article-title>. <source>Annu Rev Psychol</source>. (<year>2014</year>) <volume>65</volume>:<fpage>333</fpage>&#x2013;<lpage>71</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev-psych-010213-115137</pub-id>, PMID: <pub-id pub-id-type="pmid">24405362</pub-id></citation></ref>
<ref id="ref51"><label>51.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sandars</surname> <given-names>J</given-names></name></person-group>. <article-title>The use of reflection in medical education: AMEE guide no. 44</article-title>. <source>Med Teach</source>. (<year>2009</year>) <volume>31</volume>:<fpage>685</fpage>&#x2013;<lpage>95</lpage>. doi: <pub-id pub-id-type="doi">10.1080/01421590903050374</pub-id>, PMID: <pub-id pub-id-type="pmid">19811204</pub-id></citation></ref>
<ref id="ref52"><label>52.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hargreaves</surname> <given-names>K</given-names></name></person-group>. <article-title>Reflection in medical education</article-title>. <source>J Univ Teach Learn Pract</source>. (<year>2016</year>) <volume>13</volume>:<fpage>6</fpage>. doi: <pub-id pub-id-type="doi">10.53761/1.13.2.6</pub-id></citation></ref>
<ref id="ref53"><label>53.</label> <citation citation-type="other"><person-group person-group-type="author"><name><surname>Moon</surname> <given-names>JA</given-names></name></person-group>. <italic>Reflection in learning and professional development: Theory and practice</italic>. (<year>2013</year>).</citation></ref>
<ref id="ref54"><label>54.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Collin</surname> <given-names>S</given-names></name> <name><surname>Karsenti</surname> <given-names>T</given-names></name></person-group>. <article-title>The collective dimension of reflective practice: the how and why</article-title>. <source>Reflective Pract</source>. (<year>2011</year>) <volume>12</volume>:<fpage>569</fpage>&#x2013;<lpage>81</lpage>. doi: <pub-id pub-id-type="doi">10.1080/14623943.2011.590346</pub-id></citation></ref>
<ref id="ref55"><label>55.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weaver</surname> <given-names>C</given-names></name> <name><surname>Glenn</surname> <given-names>J</given-names></name></person-group>. <article-title>Reflective structured dialogue as a tool for addressing wicked public health problems</article-title>. <source>Front Public Health</source>. (<year>2023</year>) <volume>11</volume>:<fpage>1220029</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpubh.2023.1220029</pub-id>, PMID: <pub-id pub-id-type="pmid">37818297</pub-id></citation></ref>
<ref id="ref56"><label>56.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Driscoll</surname> <given-names>J</given-names></name></person-group>. <article-title>Reflective practice for practise</article-title>. <source>Sr Nurse</source>. (<year>1994</year>) <volume>14</volume>:<fpage>47</fpage>&#x2013;<lpage>50</lpage>. PMID: <pub-id pub-id-type="pmid">8303152</pub-id></citation></ref>
<ref id="ref57"><label>57.</label> <citation citation-type="other"><person-group person-group-type="author"><name><surname>Rolfe</surname> <given-names>G</given-names></name> <name><surname>Freshwater</surname> <given-names>D</given-names></name> <name><surname>Jasper</surname> <given-names>M</given-names></name></person-group>. <italic>Critical reflection for nursing and the helping professions: A user's guide</italic>. (<year>2001</year>).</citation></ref>
<ref id="ref58"><label>58.</label> <citation citation-type="book"><person-group person-group-type="author"><name><surname>Bandura</surname> <given-names>A</given-names></name></person-group>. <source>Social foundations of thought and action</source>. <publisher-loc>Englewood Cliffs, NJ</publisher-loc>: <publisher-name>Prentice-Hall, Inc.</publisher-name> (<year>1986</year>). <fpage>2</fpage> p.</citation></ref>
<ref id="ref59"><label>59.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zepke</surname> <given-names>N</given-names></name></person-group>. <article-title>Diversity, adult education and the future: a tentative exploration</article-title>. <source>Int J Lifelong Educ</source>. (<year>2005</year>) <volume>24</volume>:<fpage>165</fpage>&#x2013;<lpage>78</lpage>. doi: <pub-id pub-id-type="doi">10.1080/02601370500124181</pub-id></citation></ref>
<ref id="ref60"><label>60.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maudsley</surname> <given-names>G</given-names></name></person-group>. <article-title>Mixing it but not mixed-up: mixed methods research in medical education (a critical narrative review)</article-title>. <source>Med Teach</source>. (<year>2011</year>) <volume>33</volume>:<fpage>e92</fpage>&#x2013;<lpage>e104</lpage>. doi: <pub-id pub-id-type="doi">10.3109/0142159X.2011.542523</pub-id></citation></ref>
<ref id="ref61"><label>61.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guraya</surname> <given-names>SS</given-names></name> <name><surname>Clarke</surname> <given-names>E</given-names></name> <name><surname>Sadeq</surname> <given-names>A</given-names></name> <name><surname>Smith</surname> <given-names>M</given-names></name> <name><surname>Hand</surname> <given-names>S</given-names></name> <name><surname>Doyle</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Validating a theory of planned behaviour questionnaire for assessing changes in professional Behaviours of medical students</article-title>. <source>Front Med</source>. <volume>11</volume>:<fpage>1382903</fpage>.</citation></ref>
</ref-list>
</back>
</article>