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<front>
<journal-meta>
<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>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2024.1358444</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Medicine</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Critical thinking pedagogical practices in medical education: a systematic review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Ara&#x00FA;jo</surname> <given-names>Beatriz</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2606029/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gomes</surname> <given-names>Sandra F.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2714533/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ribeiro</surname> <given-names>Laura</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2590413/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
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</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Public Health and Forensic Sciences, and Medical Education, Medical Education Unit, Faculty of Medicine of the University of Porto</institution>, <addr-line>Porto</addr-line>, <country>Portugal</country></aff>
<aff id="aff2"><sup>2</sup><institution>i3S - Instituto de Investiga&#x00E7;&#x00E3;o e Inova&#x00E7;&#x00E3;o em Sa&#x00FA;de, Universidade do Porto</institution>, <addr-line>Porto</addr-line>, <country>Portugal</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Pedro Gil-Madrona, University of Castilla-La Mancha, Spain</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Nataly Martini, The University of Auckland, New Zealand</p>
<p>Rita Payan Carreira, University of Evora, Portugal</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Laura Ribeiro, <email>lribeiro@med.up.pt</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>06</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1358444</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>05</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Ara&#x00FA;jo, Gomes and Ribeiro.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Ara&#x00FA;jo, Gomes and Ribeiro</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 development of critical thinking (CT) has been a universal goal in higher education. A systematic review of the literature was conducted to evaluate the effectiveness of currently used pedagogical practices to foster CT/ clinical reasoning (CR)/ clinical judgment (CJ) skills and/or dispositions in undergraduate medical students.</p>
</sec>
<sec>
<title>Methods</title>
<p>PubMed, Web of Science and Scopus databases were searched from January 2010 to April 2021 with a predefined Boolean expression.</p>
</sec>
<sec>
<title>Results</title>
<p>Of the 3221 articles originally identified, 33 articles were included by using PICOS methodology. From these, 21 (64%) reported CR pedagogical practices and 12 (36%) CT pedagogical practices.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Overall, pedagogical practices such as cognitive/visual representation, simulation, literature exposure, test-enhancing and team-based learning, clinical case discussion, error-based learning, game-based learning seem to enhance CT/CR skills and/or dispositions. Further research is required to identify the optimal timing, duration and modality of pedagogical interventions for effectively foster CT/CR in medical education.</p>
</sec>
</abstract>
<kwd-group>
<kwd>critical thinking</kwd>
<kwd>clinical reasoning</kwd>
<kwd>skills</kwd>
<kwd>dispositions</kwd>
<kwd>medical education</kwd>
<kwd>systematic review</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="73"/>
<page-count count="15"/>
<word-count count="9864"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Healthcare Professions Education</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Due to demographic and disease pattern changes along with patient&#x2019;s needs and aspirations, healthcare professionals are required to develop new skills such as creativity (<xref ref-type="bibr" rid="ref1">1</xref>), leadership, teamwork, empathy, and communication skills (<xref ref-type="bibr" rid="ref2">2</xref>), in order to provide high-quality, safe, and effective patient care (<xref ref-type="bibr" rid="ref3">3</xref>). Physicians must be prepared to deal with all types of environments and make decisions in situations of crisis and epidemics (<xref ref-type="bibr" rid="ref4">4</xref>). Therefore, skills for managing people-centered care, managing complex tasks, and creating a positive work culture are needed (<xref ref-type="bibr" rid="ref5">5</xref>). Being aware of the importance of the development of a set of skills beyond knowledge acquisition in 2017, the United Nations Education, Scientific and Cultural Organization (<xref ref-type="bibr" rid="ref6">6</xref>) suggested the development of critical thinking (CT) as a learning outcome, which is defined as &#x201C;the ability to question norms, practices, and opinions; to reflect on own[<italic>sic</italic>] one&#x2019;s values, perceptions, and actions and to take a position in the sustainability discourse&#x201D; (<xref ref-type="bibr" rid="ref7">7</xref>). In fact, CT seems to be a key ingredient for commitment to lifelong learning (<xref ref-type="bibr" rid="ref8">8</xref>) and a deep learning experience, allowing a better understanding and ability to deal with complex concepts and problems (<xref ref-type="bibr" rid="ref9">9</xref>). It has been positively related to academic achievements (<xref ref-type="bibr" rid="ref10">10</xref>) and better patients&#x2019; assessments, diagnoses, and care in the future (<xref ref-type="bibr" rid="ref11">11</xref>). Critical thinkers seem to develop a more questioning mind, better critical appraisal abilities, and a positive attitude concerning evidence-based medicine (<xref ref-type="bibr" rid="ref12">12</xref>). Thus, fostering students to develop CT has been a universal goal &#x201C;to create better doctors&#x201D; (<xref ref-type="bibr" rid="ref13">13</xref>), a desirable outcome that should be developed in an early stage of their training, as skills develop through experience and practice (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref14">14</xref>).</p>
<p>According to the American Philosophical Association, critical thinking encompasses a broad set of cognitive skills such as interpretation, analysis, evaluation, inference, explanation, self-regulation, and dispositions, including truth-seeking, open-mindedness, analyticity, systematicity, self-confidence, inquisitiveness, and maturity (<xref ref-type="bibr" rid="ref15">15</xref>). Definitions of CT in medical education tend to emphasize logical or rational thinking&#x2014;the ability to reason, analyze information, evaluate alternatives, assess arguments and evidence, and reach relevant and appropriate solutions to a problem (<xref ref-type="bibr" rid="ref16">16</xref>). Moreover, in medicine, CT has also been described and identified nearly as synonymous with &#x201C;clinical judgment&#x201D; (CJ), &#x201C;clinical reasoning&#x201D; (CR), &#x201C;diagnostic thinking,&#x201D; &#x201C;problem-solving,&#x201D; or &#x201C;type 2 thinking&#x201D; terms involving a mental process used to think through problems and achieve a final decision (<xref ref-type="bibr" rid="ref11">11</xref>).</p>
<p>Although CT can be taught, both pedagogical and assessment practices are challenging, and there is no consensus on the most effective teaching approach. In part, the instructional methods are challenging due to the different understanding of CT. For instance, Krupat et al. (<xref ref-type="bibr" rid="ref17">17</xref>) found that 43% of doctors describe CT as a process, 41% as a skill or ability, and 16% as disposition. Therefore, teaching CT remains both a challenge and a necessity in medical education (<xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>Our systematic review aims to investigate the effectiveness of the pedagogical practices that are currently used to foster the development of CT/CR/CJ skills and/or dispositions in undergraduate medical students. The specific objectives of this review are as follows: (1) to identify the pedagogical practices currently in use to promote the development of CT/CR/CJ skills and/or dispositions in undergraduate medical students; (2) to identify the tools that are being used to assess CT/CR/CJ skills and/or dispositions in the above conditions; and (3) to investigate the effectiveness of those pedagogical practices, considering the CT/CR/CJ skills and/or dispositions gains, the assessment tools, and the intervention context.</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methodology</title>
<p>This study followed the Cochrane recommendations (<xref ref-type="bibr" rid="ref18 ref19 ref20 ref21 ref22">18&#x2013;22</xref>) and the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) Guidelines (<xref ref-type="bibr" rid="ref23">23</xref>) (<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>&#x2014;PRISMA Checklist). The protocol for this systematic review is registered on Open Science Framework (OSF): doi: <ext-link xlink:href="https://doi.org/10.17605/OSF.IO/8PJ26" ext-link-type="uri">10.17605/OSF.IO/8PJ26</ext-link>.</p>
<p>Although this systematic review was based on the approach used in a previous study (<xref ref-type="bibr" rid="ref24">24</xref>), it explored the effectiveness of pedagogical practices used to foster CT/CR/CJ skills and dispositions exclusively in undergraduate medical students while also including other pedagogical outcomes.</p>
<sec id="sec3">
<label>2.1</label>
<title>Information sources and search strategy</title>
<p>In April 2021, the literature search was conducted in PubMed, Web of Science, and Scopus using the following Boolean expressions: (&#x201C;Critical Thinking&#x201D; OR &#x201C;Clinical Reasoning&#x201D; OR &#x201C;Clinical Judgement&#x201D;) AND (Skill OR Ability OR Disposition OR Attitude) AND (Strategies OR Interventions OR Educat&#x002A; OR Teach&#x002A; OR Practice OR Train OR Develop&#x002A; Analyse&#x002A; OR Test&#x002A; OR Evaluate&#x002A; OR Assess&#x002A;) AND (Student&#x002A; OR Undergraduate&#x002A; OR School OR Faculty OR College OR High&#x002A; Education OR Universities) AND (Medic&#x002A;). The filters &#x201C;Article title, Abstract, and Keywords&#x201D; and &#x201C;All fields&#x201D; were used in Scopus, PubMed, and Web of Science databases. In addition, a time filter from January 2010 to April 2021 was set, and the studies were included according to the eligibility criteria.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Eligibility criteria</title>
<p>Studies were deemed eligible according to the following inclusion and exclusion criteria defined using the PICOS tool (<xref ref-type="bibr" rid="ref25">25</xref>):</p>
<list list-type="bullet">
<list-item>
<p>P (Population) &#x2014; undergraduate medical students;</p>
</list-item>
<list-item>
<p>I (Interventions) &#x2014; pedagogical practices to foster the development of CT/CR/CJ skills and/or dispositions;</p></list-item>
<list-item>
<p>C (Comparison) &#x2014; not applicable;</p>
</list-item>
<list-item>
<p>O (Outcomes) &#x2014; CT/CR/CJ skills and/or dispositions gains;</p>
</list-item>
<list-item>
<p>S (Study design) &#x2014; Qualitative, quantitative, and mixed studies.</p>
</list-item>
</list>
<p>Articles published from January 2010 to April 2021, referring to CT/CR/CJ pedagogical practices as interventions and undergraduate medical students as its target population, were included. Furthermore, articles with a clear description of the pedagogical practices that were used to foster the development of CT/CR/CJ were also included. For this systematic review, studies with qualitative, quantitative, and mixed-method designs were considered.</p>
<p>Letters, short communications, systematic reviews, reviews, and meta-analysis were excluded. Studies lacking a clear methodological description of the intervention, articles outside the scope of undergraduate medical education or studies with no access to the full text despite the attempt to contact the authors, were also excluded during the screening phase. Although the search terms used were in English, no language restrictions were applied in our research strategy.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Study selection</title>
<p>Studies were screened and selected by two independent reviewers. After duplicate records were removed, first, studies were screened based on the title and then based on the abstract. The remaining records were eligible for full paper reading based on the inclusion and exclusion criteria. Any disagreement was solved by consensus.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Data collection process</title>
<p>Data were collected, organized, and synthesized in tables based on the following: author(s), publication year, country, study design, objectives, sample, pedagogical approach (pedagogical practices, curricular context, subject specificity, regime, subject, length of the intervention, interventional and/or control group, format, instructional support, and feedback), assessment tools (pre-intervention and post-intervention), and main findings (<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref> &#x2014; data collection).</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Quality assessment</title>
<p>The included studies underwent a quality assessment by two independent reviewers using the Standard Quality Assessment Criteria for Evaluating Primary Research Papers from a Variety of Fields (<xref ref-type="bibr" rid="ref26">26</xref>). The studies received scores for their compliance (&#x201C;yes&#x201D;&#x2009;=&#x2009;2, &#x201C;partial&#x201D;&#x2009;=&#x2009;1; and &#x201C;no&#x201D;&#x2009;=&#x2009;0), with each of the 10 criteria for qualitative studies, 14 criteria for quantitative studies, and both (24) criteria for mixed studies. For each study, a sum score was calculated by adding the scores for these criteria and dividing them by the total possible score (<xref ref-type="bibr" rid="ref26">26</xref>).</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Data management</title>
<p>To synthesize the information and enable comparison between pedagogical practices, some studies were characterized and grouped according to the characteristics of the pedagogical approach (i.e., cognitive/visual problem representation when a cognitive knowledge organization strategy was used such as mind map, conceptual mapping, illness script, or case vignettes; simulation when a low-fidelity or high-fidelity patient simulation was used; literature exposure when students were exposed and instructed to reflect based on books, literary excerpts, or papers).</p>
<p>Then, pedagogical practices were also divided into CT, CR, or CJ. In studies where multiple pedagogical practices were mentioned (e.g., debates during problem-based learning), only the most prominent studies focusing on the development of CT/CR/CJ skills and/or dispositions were considered to characterize the intervention except for the innovative curriculums that purposefully combine different pedagogical practices.</p>
<p>The curricular context of the pedagogical approach was categorized as curricular (when the CT/CR/CJ pedagogical practices are implemented during the formal curriculum within the context of a specific year and subject content as part of the objectives of a given curricular unit) or extracurricular (when the CT/CR/CJ pedagogical practices are implemented during an elective course or workshop with a certain group of students regardless of the objectives of any curricular unit of the formal curriculum). According to Ennis (<xref ref-type="bibr" rid="ref27">27</xref>), subject specificity was characterized as follows: general&#x2014;an approach that attempts to teach CT/CR/CJ abilities and dispositions regardless of the subject content; infusive&#x2014;an approach where students are encouraged to think critically in the subject (subject-related), in which general CT/CR/CJ principles are made explicit to the students; immersive&#x2014;an approach where students are encouraged to think critically in the subject (subject-related), in which general CT/CR/CJ principles are not made explicit to the students; or mixed&#x2014;an approach that combines the general approach with one of the other two, infusive or immersive.</p>
<p>Additionally, the analysis also considered the length of the intervention, the learning regime (face-to-face vs. e-learning), the work format (individual vs. collaborative), the presence or absence of a control group, the number of group interventions, the presence or absence of instructional support (contextualization, facilitators/tutors &#x2018;guidance, or guidelines), or feedback during or at the end of the interventions.</p>
<p>To simplify the comparison between CT/CR/CJ pedagogical practices and learning outcomes, the assessment approach was classified according to the tool standard (standardized or non-standardized), the domain specificity (general, health sciences, or medical domain), and the assessment tool specificity to evaluate CT/CR/CJ skills and/or dispositions (tests or rubrics, knowledge tests, self-assessment surveys or questionnaires, and focus groups session).</p>
<p>Since some studies used more than one assessment tool, only the most effective in evaluating CT/CR/CJ pedagogical practices was used to describe the assessment approach in the following order:</p>
<list list-type="order">
<list-item>
<p>Domain-specific standardized tests&#x2014;any quantitative assessment tools used to measure CT/CR/CJ skills and/or dispositions specifically in the health science domain [e.g., The Health Science Reasoning Test (HSRT); Yoon&#x2019;s Critical Thinking Disposition Instrument (YCTDI); Critical Thinking Disposition Assessment (CTDA); Objective Structured Clinical Examination (OSCE); and the Diagnostic Thinking Inventory (DTI)];</p>
</list-item>
<list-item>
<p>General standardized tests&#x2014;any quantitative assessment tools used to measure CT/CR/CJ skills and/or dispositions with no specific domain [e.g., The California Critical Thinking Skills Test (CCTST); the Ennis&#x2013;Weir Critical Thinking Essay Test; and the California Critical Thinking Disposition Inventory (CCTDI)];</p>
</list-item>
<list-item>
<p>Domain-specific non-standardized tests or rubrics&#x2014;a quantitative assessment tool previously developed or adapted specifically to assess CT/CR/CJ skills and/or dispositions or students&#x2019; performance in CT/CR/CJ regarding the domain and the context of the intervention [e.g., Script Concordance Test (SCT), Key Feature Problem Examination (KFPE); Critical Thinking Skills Rating Instrument (CTSRI) &#x2014; rubric, the Clinical reasoning performance &#x2014; assessed with 3 knowledge tests as follows: (1) conceptual knowledge test with multiple choice questions, (2) strategic knowledge test with key feature questions, and (3) conditional knowledge with problem solving tests, clinical reasoning test, or problem solving tests assessed with rubrics];</p>
</list-item>
<list-item>
<p>Domain-specific non-standardized knowledge tests, self-assessment surveys, or questionnaires&#x2014;a quantitative non-standardized or self-reported assessment tool previously developed to assess the learning experience as student knowledge retention, self-perception, or satisfaction with the pedagogical approach;</p>
</list-item>
<list-item>
<p>Domain-specific non-standardized focus group sessions&#x2014;a qualitative non-standardized self-report assessment tool used to assess the learning experience such as the perception or satisfaction of the students with the pedagogical approach.</p>
</list-item>
</list>
<p>Considering the most significant assessment tool for the evaluation of the CT/CR/CJ pedagogical practices, the learning outcomes were classified as follows:</p>
<list list-type="bullet">
<list-item>
<p>CT/CR/CJ general gain (++) when a statistically significant gain in terms of a general set of CT/CR/CJ skills or dispositions was verified (based on the general score of domain-specific standardized tests, general standardized tests, or domain-specific non-standardized tests or rubrics);</p>
</list-item>
<list-item>
<p>CT/CR/CJ specific gain (+) when a statistically significant gain was reported for a specific CT/CR/CJ skill or disposition (based on the individual score related to a specific item of domain-specific standardized tests, general standardized tests, or domain-specific non-standardized tests or rubrics);</p>
</list-item>
<list-item>
<p>CT/CR/CJ no gain (&#x2212;&#x2212;) when no statistic gain in terms of a general set of CT/CR/CJ skills or dispositions was verified (based on the general score of domain-specific standardized tests, general standardized tests, domain-specific, or non-standardized tests or rubrics);</p>
</list-item>
<list-item>
<p>Other gains (+?) as knowledge, satisfaction, or perception of the development of CT/CR/CJ skills and/or dispositions when a statistically significant gain or a qualitative gain was verified regarding the student learning experiences (based on the general score of domain-specific non-standardized tests, surveys or questionnaires, or a qualitative result of domain-specific focus group sessions).</p>
</list-item>
<list-item>
<p>No other gains (&#x2212;?) as knowledge, satisfaction, or perception of the development of CT/CR/CJ skills and/or dispositions when no statistically significant gain or a qualitative gain was verified regarding the student learning experiences (based on the general score of domain-specific non-standardized tests, surveys or questionnaires, or a qualitative result of domain-specific focus group sessions).</p>
</list-item>
</list>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<label>3</label>
<title>Results</title>
<sec id="sec10">
<label>3.1</label>
<title>Study selection</title>
<p>A total of 3,221 articles were identified through database screening and were subsequently subjected to a stepwise filtering process (<xref ref-type="fig" rid="fig1">Figure 1</xref>). After duplicate records were removed, the remaining 2,108 studies were screened in two phases. In the first phase, 726 studies were excluded based on the title and document type. In the second phase, 1,314 studies were excluded based on the abstract by applying the exclusion criteria. From the remaining 69 eligible records for full paper reading, 35 were excluded for not meeting the inclusion criteria. The remaining 33 studies were included in this systematic review.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Flow PRISMA diagram of the included studies.</p>
</caption>
<graphic xlink:href="fmed-11-1358444-g001.tif"/>
</fig>
</sec>
<sec id="sec11">
<label>3.2</label>
<title>Quality assessment</title>
<p>The results of the quality assessment are summarized in the Quality Assessment Table (<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>). The quality rating ranged from 0.62 to 0.95 with a mean of 0.75. Lower ratings were due to a poor description of the sampling strategy and a lack of evidence of both verification procedures and reflexibility in qualitative and mixed studies. In quantitative and mixed studies, lower ratings were due to poor description and appropriateness of the sampling, incomplete baseline/demographic data, and lack of confounding assessment.</p>
</sec>
<sec id="sec12">
<label>3.3</label>
<title>Population</title>
<p>The included studies were markedly different in sample size, the smallest comprising 10 first-year medical students (<xref ref-type="bibr" rid="ref28">28</xref>) and the largest comprising 214 third-year medical students (<xref ref-type="bibr" rid="ref29">29</xref>).</p>
<p>The CT/CR/CJ pedagogical practices were applied to students attending the first 5&#x2009;years of the medical course, with most studies covering the fourth year (<italic>n</italic>&#x2009;=&#x2009;8) followed by the first (<italic>n</italic>&#x2009;=&#x2009;6), second (<italic>n</italic>&#x2009;=&#x2009;4), and third year (<italic>n</italic>&#x2009;=&#x2009;4) (<xref ref-type="table" rid="tab1">Tables 1</xref>, <xref ref-type="table" rid="tab2">2</xref>). In addition, of the 33 studies, 8 (<xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref46 ref47 ref48 ref49">46&#x2013;49</xref>, <xref ref-type="bibr" rid="ref56">56</xref>, <xref ref-type="bibr" rid="ref58">58</xref>) studies recruited students from different academic years. Additionally, 61% of the studies did not mention the students&#x2019; age and 30% did not mention their gender.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Characteristics of the studies employing critical thinking pedagogical practices.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Author, data</th>
<th align="center" valign="top" rowspan="2">Sample</th>
<th align="left" valign="top" colspan="6">Pedagogical approach</th>
<th align="left" valign="top" rowspan="2">Assessment tool</th>
<th align="left" valign="top" rowspan="2">Outcomes</th>
</tr>
<tr>
<th align="left" valign="top" colspan="2">Pedagogical practice</th>
<th align="left" valign="top">Specificity</th>
<th align="left" valign="top">Subject/topic</th>
<th align="left" valign="top">Length</th>
<th align="left" valign="top">Regime</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Archila (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;91<break/>62% (56) F<break/>1st y</td>
<td align="left" valign="top" rowspan="3"><bold>Literature exposure</bold></td>
<td align="left" valign="top">Argument evaluation -drama-based CT classroom scenarios</td>
<td align="left" valign="top">Immersive</td>
<td align="left" valign="top">ethics, social responsibility, and scientific work</td>
<td align="left" valign="top">1 session (60&#x2009;min)</td>
<td align="left" valign="top">Individual</td>
<td align="left" valign="top">Domain-specific non-standardized knowledge tests, self-assessment surveys or questionnaires</td>
<td align="left" valign="top">Other gains (+?)</td>
</tr>
<tr>
<td align="left" valign="top">Kim (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;51<break/>25% (13) F<break/>2nd y</td>
<td align="left" valign="top">Read/watch the material + group discussion sessions + writing a critical essay</td>
<td align="left" valign="top">Immersive</td>
<td align="left" valign="top">Social sciences and humanities</td>
<td align="left" valign="top">15&#x2009;weeks</td>
<td align="left" valign="top">Collaborative (groups of 10&#x2013;11)</td>
<td align="left" valign="top">Domain-specific standardized tests</td>
<td align="left" valign="top">CT/CR/CJ Specific gain (+)</td>
</tr>
<tr>
<td align="left" valign="top">Liao and Wang (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;82<break/>&#x2013;</td>
<td align="left" valign="top">Gender perspective into literature + reflection + e-discussion</td>
<td align="left" valign="top">Immersive</td>
<td align="left" valign="top">Gender literature studies</td>
<td align="left" valign="top">15&#x2009;weeks (2xs/week)</td>
<td align="left" valign="top">Individual + Collaborative (with group mate)</td>
<td align="left" valign="top">General standardized tests</td>
<td align="left" valign="top">CT/CR/CJ Specific gains (+)</td>
</tr>
<tr>
<td align="left" valign="top">D'Antoni et al (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;131<break/>52% (68) F<break/>1st y</td>
<td align="left" valign="top" rowspan="2"><bold>Cognitive/visual representation</bold></td>
<td align="left" valign="top">Mind map <italic>vs</italic> standard notetaking</td>
<td align="left" valign="top">Mixed</td>
<td align="left" valign="top">Cacti and other succulent plants</td>
<td align="left" valign="top">1 session (205&#x2009;min)</td>
<td align="left" valign="top">Individual</td>
<td align="left" valign="top">Domain-specific standardized tests</td>
<td align="left" valign="top">CT/CR/CJ No gain (&#x2212;)</td>
</tr>
<tr>
<td align="left" valign="top">Bixler et al. (<xref ref-type="bibr" rid="ref14">14</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;33<break/>&#x2013;<break/>4th y</td>
<td align="left" valign="top">Concept mapping in small groups</td>
<td align="left" valign="top">Immersive</td>
<td align="left" valign="top">Pediatric topics</td>
<td align="left" valign="top">4 sessions; (1&#x2009;h/session)</td>
<td align="left" valign="top">Collaborative (groups of 4&#x2013;6)</td>
<td align="left" valign="top">General standardized tests</td>
<td align="left" valign="top">CT/CR/CJ No gain (&#x2212;)</td>
</tr>
<tr>
<td align="left" valign="top">Mumtaz and Latif (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;182<break/>100% F<break/>2nd y</td>
<td align="left" valign="top" colspan="2"><bold>Debate</bold> (during PBL)</td>
<td align="left" valign="top">Immersive</td>
<td align="left" valign="top">Areas of controversy in medicine</td>
<td align="left" valign="top">1&#x2009;year/2 semesters<break/>6&#x2013;7 sessions</td>
<td align="left" valign="top">Collaborative (groups of 10&#x2013;13)</td>
<td align="left" valign="top">Domain-specific non-standardized knowledge tests, self-assessment surveys or questionnaires</td>
<td align="left" valign="top">Other gains (+?)</td>
</tr>
<tr>
<td align="left" valign="top">Nguyen et al. (<xref ref-type="bibr" rid="ref35">35</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;120<break/>&#x2013;<break/>1st y</td>
<td align="left" valign="top" colspan="2"><bold>Simulation&#x2014;</bold>high-fidelity patient simulations &#x2013;manikins</td>
<td align="left" valign="top">Immersive</td>
<td align="left" valign="top">Physiology</td>
<td align="left" valign="top">17&#x2009;weeks (55&#x2013;60&#x2009;min each session)</td>
<td align="left" valign="top">Collaborative (groups of 6)</td>
<td align="left" valign="top">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="top">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="top">Banerjee et al. (<xref ref-type="bibr" rid="ref36">36</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;54<break/>&#x2013;<break/>1st y</td>
<td align="left" valign="top" colspan="2">Mentored<bold>journal clubs</bold>: 6D-approach</td>
<td align="left" valign="top">Immersive</td>
<td align="left" valign="top">Molecular biology and principles of genetics</td>
<td align="left" valign="top">15&#x2009;weeks (7 sessions)</td>
<td align="left" valign="top">Collaborative (groups of 3&#x2013;4)</td>
<td align="left" valign="top">Domain-specific non-standardized knowledge tests, self-assessment surveys or questionnaires</td>
<td align="left" valign="top">Other gains (+?)</td>
</tr>
<tr>
<td align="left" valign="top">Sahoo and Mohammed (<xref ref-type="bibr" rid="ref9">9</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;188<break/>56% (105) F<break/>4th y</td>
<td align="left" valign="top" colspan="2"><bold>Reflective writing</bold>: collaborative research protocol writing</td>
<td align="left" valign="top">Immersive</td>
<td align="left" valign="top">Ophthalmology</td>
<td align="left" valign="top">4&#x2009;weeks</td>
<td align="left" valign="top">Collaborative (Small groups)</td>
<td align="left" valign="top">Domain-specific non-standardized knowledge tests, self-assessment surveys or questionnaires</td>
<td align="left" valign="top">Other gains (+?)</td>
</tr>
<tr>
<td align="left" valign="top">Ghiam et al. (<xref ref-type="bibr" rid="ref37">37</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;100<break/>&#x2013;<break/>2nd y</td>
<td align="left" valign="top" colspan="2"><bold>Dialogue narrative approach:</bold> storytelling format + question-answer conversational style at regular intervals and flipped classroom</td>
<td align="left" valign="top">Immersive</td>
<td align="left" valign="top">Thyroid physiology</td>
<td align="left" valign="top">1 session (50&#x2009;min)</td>
<td align="left" valign="top">Individual</td>
<td align="left" valign="top">Domain-specific non-standardized focus group sessions</td>
<td align="left" valign="top">Other gains (+?)</td>
</tr>
<tr>
<td align="left" valign="top">McClintic et al. (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;214<break/>44% (94) F<break/>3th y</td>
<td align="left" valign="top" colspan="2"><bold>Innovative curriculum:</bold> entrustable professional activities <sup>(a)</sup></td>
<td align="left" valign="top">Immersive</td>
<td align="left" valign="top">Surgical clerkship</td>
<td align="left" valign="top">8 sessions</td>
<td align="left" valign="top">Individual + Collaborative (small groups)</td>
<td align="left" valign="top">Domain-specific standardized tests</td>
<td align="left" valign="top">CT/CR/CJ general gains (++)</td>
</tr>
<tr>
<td align="left" valign="top">Taghinezhad and Riasati (<xref ref-type="bibr" rid="ref38">38</xref>)</td>
<td align="center" valign="top"><italic>n</italic> =&#x2009;140<break/>Both genders</td>
<td align="left" valign="top" colspan="2"><bold>Explicit CT instructions</bold> <sup>(b)</sup></td>
<td align="left" valign="top">Infusive</td>
<td align="left" valign="top">Parking problem in a small town/CT concepts</td>
<td align="left" valign="top">1 semester; 15&#x2009;weeks (3&#x2009;h each)</td>
<td align="left" valign="top">Individual</td>
<td align="left" valign="top">General standardized tests</td>
<td align="left" valign="top">CT/CR/CJ Specific gains (+)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>PBL-problem based learning; (a) deliberated-practice structured orientation&#x2009;+&#x2009;small group sessions&#x2009;+&#x2009;online quizzes&#x2009;+&#x2009;extensive didactics&#x2009;+&#x2009;team-based learning and simulation exercises&#x2009;+&#x2009;clinical portfolio; (b) providing CT explicit instruction, teaching students how to make use of those techniques to synthesize, analyze, and evaluate information, presenting support materials in CT classrooms (including leaflets and models) of the instructional techniques, leading Socratic discussions based on the elements and criteria suggested in the instructional techniques, assigning classroom activities and giving them adequate time to practice each skill, using both oral and written techniques, and assessing students&#x2019; performance.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Characteristics of the studies employing Clinical Reasoning pedagogical practices.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Author, data</th>
<th align="center" valign="top" rowspan="2">Sample</th>
<th align="center" valign="top" colspan="6">Pedagogical approach</th>
<th align="left" valign="top" rowspan="2">Assessment tool</th>
<th align="left" valign="top" rowspan="2">Outcomes</th>
</tr>
<tr>
<th align="center" valign="top" colspan="2">Pedagogical practice</th>
<th align="left" valign="top">Specificity</th>
<th align="left" valign="top">Subject/topic</th>
<th align="left" valign="top">Length</th>
<th align="left" valign="top">Regime</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Lee et al. (<xref ref-type="bibr" rid="ref39">39</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;53<break/>51% (33) F<break/>4th y</td>
<td align="left" valign="middle" rowspan="5"><bold>Cognitive /visual representation</bold></td>
<td align="left" valign="middle">Problem representation + illness script &#x2013; web-based CR problems</td>
<td align="left" valign="middle">Infusive</td>
<td align="left" valign="middle">Two scenarios: 1) an elderly man with a persistent cough; 2) a middle-aged woman with an acute swollen and painful left leg</td>
<td align="left" valign="middle">1 session (3&#x2009;h)</td>
<td align="left" valign="middle">Collaborative (small groups)</td>
<td align="left" valign="middle">Domain-specific standardized tests</td>
<td align="left" valign="middle">CT/CR/CJ no gain (&#x2212;)</td>
</tr>
<tr>
<td align="left" valign="middle">Wu et al. (<xref ref-type="bibr" rid="ref40">40</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;29<break/>66% (19) F<break/>4th y (19) 3rd and 5th y (10)</td>
<td align="left" valign="middle">Computer-based argument mapping + concept mapping</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">Kidney disease</td>
<td align="left" valign="middle">4&#x2009;weeks (5&#x2009;h/week)</td>
<td align="left" valign="middle">Individual</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Si et al. (<xref ref-type="bibr" rid="ref41">41</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;95<break/>41.1% (39) F<break/>1st y (44) and 2nd y (51)</td>
<td align="left" valign="middle">Argumentation with the concept map method during PBL &#x2013; according to Toulmin&#x2019;s model of argumentation</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">Clinical cases</td>
<td align="left" valign="middle">3 sessions (2&#x2009;h each)<break/>3&#x2009;weeks</td>
<td align="left" valign="middle">Collaborative (groups of 7&#x2013;8)</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Kumar et al. (<xref ref-type="bibr" rid="ref42">42</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;150<break/>&#x2013;<break/>1st y</td>
<td align="left" valign="middle">clinical-anatomical case vignettes for analyzing clinical cases</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">Varicose veins and thyroid goiter</td>
<td align="left" valign="middle">2 sessions (1&#x2009;h each)</td>
<td align="left" valign="middle">Collaborative (groups of 2)</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gains (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Moghadami et al. (<xref ref-type="bibr" rid="ref43">43</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;100<break/>53% (53) F<break/>4th y</td>
<td align="left" valign="middle">Illness script -&#x2009;&#x003E;&#x2009;small group discussion (think aloud) -&#x2009;&#x003E;&#x2009;debriefing</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">Cirrhosis / CHF / Nephrotic Syndrome /leg edema</td>
<td align="left" valign="middle">2 sessions (7&#x2009;h each)<break/>4&#x2009;weeks</td>
<td align="left" valign="middle">Individual + collaborative (small group discussion + open discussion)</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gains (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Middeke et al. (<xref ref-type="bibr" rid="ref44">44</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;112<break/>56.3% (63) F<break/>5th y</td>
<td align="left" valign="middle" colspan="2"><bold>Game-based learning&#x2014;</bold>Serious Game (playing EMERGE) <italic>vs</italic> small-group PBL</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">internal medicine (Cardiology, pulmonology nephrology, rheumatology hematology, oncology)</td>
<td align="left" valign="middle">6&#x2009;weeks<break/>10 sessions (90&#x2009;min each)</td>
<td align="left" valign="middle">individual <italic>vs</italic> collaborative (groups of 6&#x2013;8)</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Chandrasekar et al. (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;10<break/>&#x2013;<break/>1st y</td>
<td align="left" valign="middle" colspan="2"><bold>Case creation</bold>&#x2014;&#x201C;build-a-case&#x201D; approach <italic>vs</italic> traditional CBL</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">Dilated cardiomyopathy</td>
<td align="left" valign="middle">1 session (3&#x2009;h)</td>
<td align="left" valign="middle">Collaborative (groups of 5)</td>
<td align="left" valign="middle">Domain-specific non-standardized focus group sessions</td>
<td align="left" valign="middle">Other gain (+?)</td>
</tr>
<tr>
<td align="left" valign="middle">Brich et al. (<xref ref-type="bibr" rid="ref45">45</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;122<break/>57.4% (70) F<break/>3rd (92) and 4th (30) y</td>
<td align="left" valign="middle" rowspan="2"><bold>Team-based Learning</bold></td>
<td align="left" valign="middle">(symptom-oriented small-group seminars or sTBL units)</td>
<td align="left" valign="middle">Infusive</td>
<td align="left" valign="middle">Neurology topics (vertigo, acute back pain, first epileptic seizure, and acute altered mental status)</td>
<td align="left" valign="middle">2&#x2009;weeks</td>
<td align="left" valign="middle">Collaborative (small groups)</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Jost et al. (<xref ref-type="bibr" rid="ref46">46</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;26<break/>58% (15) F<break/>4th (18) and 5th y (8)</td>
<td align="left" valign="middle">TBL vs. non-TBL</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">(vertigo, acute back pain, first epileptic seizure, and acute altered mental status)</td>
<td align="left" valign="middle">4 sessions (90&#x2009;min/session)</td>
<td align="left" valign="middle">Collaborative (5&#x2013;7 students) vs. individual</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Klein et al. (<xref ref-type="bibr" rid="ref47">47</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;84<break/>67% (56) F<break/>clinical semesters</td>
<td align="left" valign="middle" colspan="2"><bold>Error-based learning</bold>: learning from errors in a clinical case-based online learning environment (text vignettes)</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">arterial hypertension</td>
<td align="left" valign="middle">1 session (no time limit)</td>
<td align="left" valign="middle">Individual</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Schubach et al. (<xref ref-type="bibr" rid="ref48">48</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;56<break/>67% (38) F<break/>4th and 5th y</td>
<td align="left" valign="middle" rowspan="5"><bold>Simulation</bold></td>
<td align="left" valign="middle">VPs&#x2009;+&#x2009;key feature-based instructions on multiple short cases <italic>vs</italic> VPs&#x2009;+&#x2009;systematic instruction on a few long cases</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">Acute abdomen<break/>gastrointestinal bleeding</td>
<td align="left" valign="middle">3 sessions (90&#x2009;min/session) 2&#x2009;weeks</td>
<td align="left" valign="middle">Individual work -&#x2009;&#x003E;&#x2009;small group discussion -&#x2009;&#x003E;&#x2009;moderated group discussion</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ No gain (&#x2212;)</td>
</tr>
<tr>
<td align="left" valign="middle">Isaza-Restrepo et al. (<xref ref-type="bibr" rid="ref49">49</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;20<break/>&#x2013;<break/>1st to 3rd y</td>
<td align="left" valign="middle">Web-based VPs: low-fidelity simulator of clinical cases</td>
<td align="left" valign="middle">Infusive</td>
<td align="left" valign="middle">Abdomen pain of different etiology</td>
<td align="left" valign="middle">16&#x2009;weeks- 2 sessions per week (2&#x2009;h per session)</td>
<td align="left" valign="middle">Collaborative (small groups)</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Mutter et al. (<xref ref-type="bibr" rid="ref50">50</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;96<break/>&#x2013;<break/>4th y</td>
<td align="left" valign="middle">High-fidelity simulation (patient case scenario with <italic>vs</italic> without manikin)</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">Chest pain</td>
<td align="left" valign="middle">1 session (2&#x2009;h)</td>
<td align="left" valign="middle">Collaborative (6 students)</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gains (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Watari et al. (<xref ref-type="bibr" rid="ref51">51</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;169<break/>37% (63) F<break/>4th y</td>
<td align="left" valign="middle">VPs (&#x00AE;Body Interact, Portugal)</td>
<td align="left" valign="middle">Infusive</td>
<td align="left" valign="middle">Two scenarios: 1) a 55-year-old male with altered mental status; 2) a 65-year-old male with acute chest pain</td>
<td align="left" valign="middle">1 session (2&#x2009;h)</td>
<td align="left" valign="middle">Individual</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gains (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Kleinert et al. (<xref ref-type="bibr" rid="ref52">52</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;62<break/>&#x2013;<break/>3rd year</td>
<td align="left" valign="middle">VPs (ALICE)</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">Esophageal cancer (different tumor stages and different therapeutic options)</td>
<td align="left" valign="middle">-</td>
<td align="left" valign="middle">Collaborative (small groups - &#x003C;5 MS)</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Ludwig et al. (<xref ref-type="bibr" rid="ref53">53</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;93<break/>64.5% (60) F<break/>4th y</td>
<td align="left" valign="top" rowspan="2"><bold>Test-enhanced learning</bold></td>
<td align="left" valign="middle">video-based key feature questions <italic>vs</italic> repeated testing with text-based on key feature questions</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">cardiology, pulmonology, nephrology, rheumatology, hematology, and oncology</td>
<td align="left" valign="middle">10&#x2009;weeks<break/>1 session per week (45&#x2009;min)<sup>(a)</sup></td>
<td align="left" valign="middle">Individual</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Raupach et al. (<xref ref-type="bibr" rid="ref54">54</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;87<break/>58,6% (51) F<break/>4th year</td>
<td align="left" valign="middle">Computer CBL&#x2009;+&#x2009;augmented case presentation + key feature questions <italic>vs</italic> repeated CBL (long case narratives)</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">Cardiology, pulmonology nephrology, rheumatology hematology, and oncology</td>
<td align="left" valign="middle">10&#x2009;weeks<break/>1 session per week (45&#x2009;min)<sup>(a)</sup></td>
<td align="left" valign="middle">Individual</td>
<td align="left" valign="middle">Domain-specific non-standardized knowledge tests, self-assessment surveys, or questionnaires</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Montaldo Lorca and Herskovic (<xref ref-type="bibr" rid="ref55">55</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;64<break/>&#x2013;<break/>3rd y</td>
<td align="left" valign="middle" rowspan="2"><bold>Clinical case discussion (CCD)</bold></td>
<td align="left" valign="middle">Prototypical clinical cases (lectures and tutorial sessions with patients <italic>vs</italic> with patients + discussion seminars).</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">Semiology and Internal Medical clerkship cardiac and pulmonary pathology syndromes</td>
<td align="left" valign="middle">6&#x2009;months</td>
<td align="left" valign="middle">Collaborative (small groups)</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Weidenbusch et al. (<xref ref-type="bibr" rid="ref56">56</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;90<break/>65.5% (59) F<break/>1st to 4th y</td>
<td align="left" valign="middle">(Live-CCD <italic>vs</italic> Video &#x2013; CCD <italic>vs</italic> Paper &#x2013; cases)</td>
<td align="left" valign="middle">Immersive</td>
<td align="left" valign="middle">paresthesia, fever, and respiratory failure, rapidly progressive respiratory failure</td>
<td align="left" valign="middle">3 weekly&#x2014;5 sessions (90&#x2009;min each) <sup>(b)</sup></td>
<td align="left" valign="middle">collaborative vs. individual</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
<tr>
<td align="left" valign="middle">Bonifacino et al. (<xref ref-type="bibr" rid="ref57">57</xref>)</td>
<td align="center" valign="middle"><italic>n</italic> =&#x2009;67<break/>&#x2013;<break/>3rd year</td>
<td align="left" valign="middle" colspan="2"><bold>Innovative curriculum:</bold> six interactive online modules &#x2013; didactic videos, simulated clinical cases, and interactive prompts for open-ended MCQ; and a case-based workshop</td>
<td align="left" valign="middle">Infusive</td>
<td align="left" valign="middle">diagnostic error, cognitive psychology of decision-making, specific CR skills, semantic qualifiers and problem representation, cognitive biases, and heuristics</td>
<td align="left" valign="middle">4&#x2009;weeks</td>
<td align="left" valign="middle">Individual and collaborative (small groups of 3&#x2013;4 students + large groups)</td>
<td align="left" valign="middle">Domain-specific non-standardized tests or rubrics</td>
<td align="left" valign="middle">CT/CR/CJ General gain (++)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>PBL &#x2013; problem based learning; CBL &#x2013; case based learning; TBL &#x2013; team based learning. VPs &#x2013; Virtual Patients simulation; CBL &#x2013; case-based learning; CCD &#x2013; clinical case discussion; MCQ &#x2013; multiple choice questions (a) 13th week (exit exam) 9th month (retention test); (b) 3rd week (exit exam), 5th week (retention test).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec13">
<label>3.4</label>
<title>Pedagogical practices, assessment tools, and learning outcomes</title>
<p>A diversity of pedagogical practices was used to foster the development of CT/CR/CJ skills and/or dispositions in undergraduate medical students (<xref ref-type="table" rid="tab1">Tables 1</xref>, <xref ref-type="table" rid="tab2">2</xref>). The most frequently used were cognitive/visual representation approaches (8/33, 24.2%) as mind map (<xref ref-type="bibr" rid="ref33">33</xref>), concept mapping (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref41">41</xref>), clinical-anatomical case vignettes (<xref ref-type="bibr" rid="ref42">42</xref>), and illness script (<xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref59">59</xref>). In addition, simulation was also frequent (6/33, 18.2%) through virtual patients&#x2014;low-fidelity patient simulations (<xref ref-type="bibr" rid="ref48">48</xref>, <xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref52">52</xref>) and manikins&#x2014;high-fidelity patient simulations (<xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref50">50</xref>).</p>
<p>Literature exposure was also reported (3/33, 9.0%) involving drama-based scenarios (<xref ref-type="bibr" rid="ref30">30</xref>) and literature and film analysis (<xref ref-type="bibr" rid="ref31">31</xref>) and integrating a gender perspective into literature studies (<xref ref-type="bibr" rid="ref32">32</xref>).</p>
<p>Other approaches, such as test-enhancing learning (<xref ref-type="bibr" rid="ref53">53</xref>, <xref ref-type="bibr" rid="ref54">54</xref>), team-based learning (<xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref58">58</xref>), clinical case discussion (<xref ref-type="bibr" rid="ref55">55</xref>, <xref ref-type="bibr" rid="ref56">56</xref>), case creation, team-based learning (<xref ref-type="bibr" rid="ref46">46</xref>), game-based learning (<xref ref-type="bibr" rid="ref44">44</xref>), error-based learning (<xref ref-type="bibr" rid="ref47">47</xref>), dialog narrative approach (<xref ref-type="bibr" rid="ref37">37</xref>), reflective writing (<xref ref-type="bibr" rid="ref9">9</xref>), journal club (<xref ref-type="bibr" rid="ref36">36</xref>), debate (<xref ref-type="bibr" rid="ref34">34</xref>), and the explicit CT instruction approach (<xref ref-type="bibr" rid="ref38">38</xref>), were mentioned in a few studies. Furthermore, some studies (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref57">57</xref>) employed an innovative curriculum that combines different pedagogical approaches.</p>
<p>Pedagogical practices, such as cognitive/visual representation approaches, mind maps (<xref ref-type="bibr" rid="ref33">33</xref>), illness-script (<xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref59">59</xref>), clinical-anatomy case vignettes (<xref ref-type="bibr" rid="ref42">42</xref>), literature exposure by integrating the gender perspective into literature studies (<xref ref-type="bibr" rid="ref32">32</xref>), simulation (<xref ref-type="bibr" rid="ref50">50</xref>), clinical case discussion (<xref ref-type="bibr" rid="ref55">55</xref>), team-based learning (<xref ref-type="bibr" rid="ref46">46</xref>), test-enhancing learning (<xref ref-type="bibr" rid="ref53">53</xref>, <xref ref-type="bibr" rid="ref54">54</xref>), explicit CT instruction approach (<xref ref-type="bibr" rid="ref38">38</xref>), and the innovative curriculums (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref57">57</xref>), were compared with the traditional format while case creation was compared with case-based learning (<xref ref-type="bibr" rid="ref28">28</xref>).</p>
<p>Overall, CT/CR/CJ pedagogical practices were employed in both &#x201C;curricular&#x201D; (16/33; 48.5%) and &#x201C;extracurricular&#x201D; (17/33; 51.5%) contexts, predominantly with an &#x201C;immersive&#x201D; approach (25/33; 75.8%) and in a face-to-face regime (27/33; 78.8%).</p>
<p>The subjects/topics covered by the interventions were quite variable. Overall, as described in <xref ref-type="table" rid="tab1">Tables 1</xref>, <xref ref-type="table" rid="tab2">2</xref>, they were mainly related to the medical curriculum (31/33; 93.9%), with just a few more associated with medical humanities (4/33; 12.1%) or not directly related to the typical medical curriculum topics (2/33; 6,1%) (<xref ref-type="bibr" rid="ref33">33</xref>, <xref ref-type="bibr" rid="ref38">38</xref>).</p>
<p>Regarding other factors of the intervention, it is important to highlight that the length and/or the number of sessions were fairly different, with shorter interventions being implemented in a single session (9/33; 27.3%) and the longest over a year-long course. In addition, most of the studies (23/33; 69.7%) mentioned a collaborative format promoting peer learning with groups ranging from 2&#x2014;discussion group mate and &#x201C;think-pair-share&#x201D; (<xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref42">42</xref>)&#x2014;to 15 students (<xref ref-type="bibr" rid="ref59">59</xref>). Furthermore, most of the studies (29/33; 87.8%) mentioned the involvement of instructional support during the sessions by contextualizing the pedagogical practice and/or the aims of the session, providing guidelines/worksheets to provide clear and standardized instructions or providing facilitators/tutors&#x2019; guidance during the session, either by rising and/or answering questions or by moderating discussions. In addition, most studies (24/33; 72.7%) mentioned that debriefing or feedback was provided during or at the end of the interventions.</p>
<p><xref ref-type="table" rid="tab3">Table 3</xref> shows the assessment tools that were identified in this review. Overall, the development of CT/CR/CJ skills and/or dispositions or students&#x2019; performance in CT/CR/CJ was mainly assessed by domain-specific non-standardized tests or rubrics (19 of 26; 73.1%), while student&#x2019;s knowledge, satisfaction, or perceptions about the efficacy of the pedagogical practice to foster the development of CT/CR/CJ skills were mainly assessed through domain-specific knowledge tests, self-assessment surveys, or questionnaires (5 of 7; 71.4%).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Assessment tools mentioned in the selected studies (<italic>n</italic>&#x2009;=&#x2009;33).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Classification</th>
<th align="left" valign="top">Description of the assessment tools</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Domain-specific standardized tests (<italic>n</italic>&#x2009;=&#x2009;5)</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Health Science Reasoning Test (HSRT) (<xref ref-type="bibr" rid="ref33">33</xref>)</p>
</list-item>
<list-item>
<p>Diagnostic Thinking Inventory (DTI) (<xref ref-type="bibr" rid="ref39">39</xref>)</p>
</list-item>
<list-item>
<p>Yoon&#x2019;s Critical Thinking Disposition Instrument (YCTDI) (<xref ref-type="bibr" rid="ref31">31</xref>)</p>
</list-item>
<list-item>
<p>Observed Structured Clinical Examinations (OSCE) (<xref ref-type="bibr" rid="ref29">29</xref>)</p>
</list-item>
<list-item>
<p>Critical Thinking Disposition Assessment (CTDA) (<xref ref-type="bibr" rid="ref32">32</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">General standardized tests (<italic>n</italic>&#x2009;=&#x2009;2)</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>California Critical Thinking Skills Test (CCTST) (<xref ref-type="bibr" rid="ref14">14</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>The Ennis-Weir Critical Thinking Essay Test + The California Critical Thinking Dispositions Inventory (CCTDI) (<xref ref-type="bibr" rid="ref38">38</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="11">Domain-specific non-standardized tests or rubrics (<italic>n</italic>&#x2009;=&#x2009;19)</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Test: students&#x2019; performance (<xref ref-type="bibr" rid="ref52">52</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Test: Key feature problem examination (KFPE) (<xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref53">53</xref>, <xref ref-type="bibr" rid="ref54">54</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Test: Script Concordance Test (SCT) (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref48">48</xref>, <xref ref-type="bibr" rid="ref50">50</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Test: Medical CR performance assessed with three different knowledge tests (<xref ref-type="bibr" rid="ref47">47</xref>, <xref ref-type="bibr" rid="ref56">56</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Test: CR Test (10 problem clinical cases) (<xref ref-type="bibr" rid="ref55">55</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Test: Multiple choice questions to assess knowledge and CR (<xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref51">51</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Rubric: Critical Thinking Skills Ranking Instrument (CTSRI) (<xref ref-type="bibr" rid="ref35">35</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Rubric: Dual-mapping scores assessed based on a set predefined rubric (<xref ref-type="bibr" rid="ref40">40</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Rubric: Students performance assessed based on a matrix to measure CR skills Isaza-Restrepo et al. (<xref ref-type="bibr" rid="ref49">49</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Rubric: Students problem-solving performance with problem solving test and using a scoring rubric (<xref ref-type="bibr" rid="ref41">41</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Rubric: Interpretive summary, Differential diagnosis, Explanation of reasoning and Alternatives (IDEA) tool to assess CR skills in student hospital admission notes (<xref ref-type="bibr" rid="ref57">57</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Domain-specific knowledge tests, self-assessment surveys, or questionnaires (<italic>n</italic>&#x2009;=&#x2009;5)</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Self-assessment surveys or questionnaires: Students&#x2019; perception questionnaire (<xref ref-type="bibr" rid="ref34">34</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Self-assessment surveys or questionnaires: students&#x2019; responses to a close-ended and open-ended questionnaire (<xref ref-type="bibr" rid="ref30">30</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Knowledge test: Students&#x2019; final grade at the end of the course + self-assessment surveys or questionnaires: students&#x2019; feedback at the end of the course &#x2013; MBRU questionnaire (<xref ref-type="bibr" rid="ref36">36</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Self-assessment surveys or questionnaires: students&#x2019; perception of the enhancement of CT&#x2009;+&#x2009;survey questionnaire (<xref ref-type="bibr" rid="ref9">9</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Self-assessment surveys or questionnaires: self-perception survey + open-ended comments about the exercise (<xref ref-type="bibr" rid="ref59">59</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Domain-specific focus group sessions (<italic>n</italic>&#x2009;=&#x2009;2)</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Students focus groups to assess students&#x2019; perceptions of the effectiveness of the approach (<xref ref-type="bibr" rid="ref37">37</xref>)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Students and faculty focus groups to compare students&#x2019; case creation experiences with traditional case-based learning sessions (<xref ref-type="bibr" rid="ref28">28</xref>)</p>
</list-item>
</list>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Of the 33 articles, 19 (57.6%) reported CT/CR/CJ general gains (++), 3 (9.1%) reported CT/CR/CJ specific gains (+), and 4 (12.1%) reported CT/CR/CJ no gains (&#x2212;&#x2212;). The remaining seven (21.2%) reported positive effects of the CT/CR/CJ pedagogical practices, but the gains were measured by considering improvements in knowledge or by assessing the students&#x2019; satisfaction or perceptions of the effectiveness of the intervention (<xref ref-type="fig" rid="fig2">Figure 2</xref>; <xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Number of articles per assessment tool regarding the learning outcomes (<italic>n</italic>&#x2009;=&#x2009;33).</p>
</caption>
<graphic xlink:href="fmed-11-1358444-g002.tif"/>
</fig>
<p>Learning outcomes were also analyzed according to curricular context, subject specificity, regime, format, presence or absence of instructional support, and feedback (<xref ref-type="table" rid="tab1">Tables 1</xref>, <xref ref-type="table" rid="tab2">2</xref>). <xref ref-type="table" rid="tab4">Table 4</xref> summarizes the methodological characteristics of the articles.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Methodological characteristics of the selected articles (<italic>n</italic>&#x2009;=&#x2009;33).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study</th>
<th align="left" valign="top">Assessment</th>
<th align="center" valign="top">n papers</th>
<th align="left" valign="top">CT/CR/CJ general gain (++)</th>
<th align="left" valign="top">CT/CR/CJ Specific Gain (+)</th>
<th align="left" valign="top">CT/CR/CJ no gain (&#x2212;&#x2212;)</th>
<th align="left" valign="top">Other gains (+?)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Quantitative</td>
<td align="left" valign="top">Pre- and post-test</td>
<td align="center" valign="top">14</td>
<td align="left" valign="top">Watari et al (<xref ref-type="bibr" rid="ref51">51</xref>), Moghadami et al. (<xref ref-type="bibr" rid="ref43">43</xref>), Klein et al. (<xref ref-type="bibr" rid="ref47">47</xref>), Ludwig et al. (<xref ref-type="bibr" rid="ref53">53</xref>), Weidenbusch et al. (<xref ref-type="bibr" rid="ref56">56</xref>), Si et al. (<xref ref-type="bibr" rid="ref41">41</xref>), Kleinert et al. (<xref ref-type="bibr" rid="ref52">52</xref>), and Raupach et al. (<xref ref-type="bibr" rid="ref54">54</xref>)</td>
<td align="left" valign="top">Kim (<xref ref-type="bibr" rid="ref31">31</xref>), Kim (<xref ref-type="bibr" rid="ref32">32</xref>), and Taghinezhad and Riasati (<xref ref-type="bibr" rid="ref38">38</xref>)</td>
<td align="left" valign="top">D'Antoni et al. (<xref ref-type="bibr" rid="ref33">33</xref>), Bixler et al. (<xref ref-type="bibr" rid="ref14">14</xref>), and Lee et al. (<xref ref-type="bibr" rid="ref39">39</xref>)</td>
<td align="left" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top">Only post-test</td>
<td align="center" valign="top">8</td>
<td align="left" valign="top">Nguyen et al. (<xref ref-type="bibr" rid="ref35">35</xref>), Mutter et al. (<xref ref-type="bibr" rid="ref50">50</xref>), Kumar et al. (<xref ref-type="bibr" rid="ref42">42</xref>), Jost et al. (<xref ref-type="bibr" rid="ref46">46</xref>), Middeke et al. (<xref ref-type="bibr" rid="ref44">44</xref>), Bonifacino et al. (<xref ref-type="bibr" rid="ref57">57</xref>), and McClintic et al. (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">Schubach et al. (<xref ref-type="bibr" rid="ref48">48</xref>)</td>
<td align="left" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Qualitative</td>
<td align="left" valign="top">Pre- and post-test</td>
<td align="center" valign="top">0</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top">Only post-test</td>
<td align="center" valign="top">2</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">Banerjee et al. (<xref ref-type="bibr" rid="ref36">36</xref>) and Ghiam et al. (<xref ref-type="bibr" rid="ref37">37</xref>)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Mixed</td>
<td align="left" valign="top">Pre- and post-test</td>
<td align="center" valign="top">4</td>
<td align="left" valign="top">Montaldo Lorca and Herskovic (<xref ref-type="bibr" rid="ref55">55</xref>), Wu et al. (<xref ref-type="bibr" rid="ref40">40</xref>), and Isaza-Restrepo et al. (<xref ref-type="bibr" rid="ref49">49</xref>)</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">Chandrasekar et al. (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Only post-test</td>
<td align="center" valign="top">5</td>
<td align="left" valign="top">Brich et al. (<xref ref-type="bibr" rid="ref45">45</xref>)</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">Archila (<xref ref-type="bibr" rid="ref30">30</xref>), Mumtaz and Latif (<xref ref-type="bibr" rid="ref34">34</xref>), Sahoo and Mohammed (<xref ref-type="bibr" rid="ref9">9</xref>), and Levin et al. (<xref ref-type="bibr" rid="ref59">59</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec14">
<label>3.5</label>
<title>Critical thinking versus clinical reasoning pedagogical practices</title>
<p>Of the 33 articles eligible for the review, 21 (63.6%) reported CR pedagogical practices and 12 (36.4%) reported CT pedagogical practices. No article reported interventions related to CJ pedagogical practices. Literature exposure, debate, journal club, reflective writing, dialog narrative approach, explicit CT instructions, high-fidelity patient simulation, and cognitive/visual representation (such as mind map and conceptual mapping) seem to be mainly used as CT pedagogical practices, while clinical case discussion, case creation, team-based learning, game-based learning, error-based learning, test-enhancing learning, low-fidelity simulation, and cognitive/visual representations (such as illness script, concept map, and clinical-anatomical case vignettes) seem to be mainly used as CR pedagogical practices. In addition, CT pedagogical practices were mostly applied to students attending the first (<italic>n</italic>&#x2009;=&#x2009;4) and second (<italic>n</italic>&#x2009;=&#x2009;3) academic years, while CR pedagogical practices, although applied in all academic years, were mostly used in the fourth year (<italic>n</italic>&#x2009;=&#x2009;6), followed by third (<italic>n</italic>&#x2009;=&#x2009;3), fourth plus fifth (<italic>n</italic>&#x2009;=&#x2009;2), and first year (<italic>n</italic>&#x2009;=&#x2009;2). Moreover, the studies that recruited students from different academic years only used CR pedagogical practices.</p>
<p>Regarding the multiple pedagogical practices, cognitive/visual representation and simulation were applied to the first 5&#x2009;years of the curriculum. In addition, literature exposure, journal club, case creation, debate, and dialog narrative approach were implemented in the first 2&#x2009;years of the curriculum, while game-based learning, team-based learning, error-based learning, and reflective writing were employed from the third to fifth years. Furthermore, domain-specific standardized tests, general standardized tests, domain-specific knowledge tests, self-assessment surveys, or questionnaires were mostly used to assess CT development, while domain-specific non-standardized tests or rubrics were mainly used to assess CR.</p>
<p>As for the development of CT/CR/CJ skills and dispositions based on targeted outcomes, CT pedagogical practices reported mostly other gains (+?) and specific gains (+), while CR pedagogical practices reported mainly general gains (++) (<xref ref-type="fig" rid="fig3">Figures 3</xref>, <xref ref-type="fig" rid="fig4">4</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Number of articles per CT pedagogical practice regarding learning outcomes (<italic>n</italic>&#x2009;=&#x2009;12).</p>
</caption>
<graphic xlink:href="fmed-11-1358444-g003.tif"/>
</fig>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Number of articles per CR pedagogical practice regarding learning outcomes (<italic>n</italic>&#x2009;=&#x2009;21).</p>
</caption>
<graphic xlink:href="fmed-11-1358444-g004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec15">
<label>4</label>
<title>Discussion</title>
<p>Due to differences in study designs and methodologies, as well as the diversity of CT/CR/CJ pedagogical practices and respective assessment tools used in the selected studies, it is challenging to identify the most effective pedagogical practices in fostering the development of CT/CR/CJ skills and/or dispositions in medical students.</p>
<p>Nevertheless, pedagogical practices, such as cognitive/visual representation, simulation, literature exposure, test-enhancing and team-based learning, clinical case discussion, error-based learning, game-based learning, explicit CT instructions, and the innovative curriculum approaches, seem to be effective in the development of the CT/CR/CT skills and/or dispositions as most of them reported CT/CR/CJ general gains (++). Alternatively, pedagogical practices, such as debate, journal club, reflective writing, dialog narrative approach, and case creation, seem to have a positive impact on students&#x2019; learning experience, showing improvements in student&#x2019;s knowledge, satisfaction, and perception of the development of CT/CR/CJ. However, these outcomes do not directly express CT/CR/CJ since, knowledge <italic>per se</italic> is not enough for its development (<xref ref-type="bibr" rid="ref60">60</xref>). In addition, the concept of CT/CR/CJ is still complex and ambiguous, leading to different perceptions among students, teachers, and experts on CT (<xref ref-type="bibr" rid="ref17">17</xref>). Therefore, no conclusion can be inferred either from knowledge improvements or students&#x2019; perceptions of the development of CT/CR/CJ and the effective development of those skills.</p>
<p>When comparing CT and CR pedagogical practices, despite the differences in the medical curriculum length across countries, usually the first years are basic science-oriented while the last years are clinical training-orientated. This may be particularly interesting given that CT pedagogical practices seem to be mainly employed during the first 2&#x2009;years of the curriculum, and CR pedagogical approaches are more commonly used in the last years, which may be related to the fact that CR constitutes CT application within a clinical context (<xref ref-type="bibr" rid="ref61">61</xref>).</p>
<p>Most studies seem to foster CT mainly through the development of skills and dispositions. On the other hand, studies fostering CR development, in line with past evidence, were more profession-oriented and focused mainly on the development of diagnostic and decision-making skills (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref62">62</xref>). In addition, the studies evaluating the effectiveness of pedagogical practices were mainly focused on fostering and assessing both CT and CR skills, whereas studies focused on dispositions were limited (<italic>n</italic>&#x2009;=&#x2009;3) and only used in the context of CT (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>). Therefore, this can be related to how doctors conceptualize CT (i.e., in their definitions) (<xref ref-type="bibr" rid="ref17">17</xref>). As we know, CT &#x201C;requires mastery of context-specific knowledge to evaluate specific beliefs, claims, and actions&#x201D; (<xref ref-type="bibr" rid="ref63">63</xref>). Therefore, it may be useful to apply pedagogical practices that encourage the development of CT dispositions as &#x201C;open-mindedness, willingness to reconsider, honesty about personal biases and persistence&#x201D; (<xref ref-type="bibr" rid="ref15">15</xref>) in the early years of the medical curriculum. As students acquire a deeper knowledge, pedagogical practices that foster CT/CR skills, more oriented to clinical decision and problem solving, could be explored. According to students&#x2019; needs and learning objectives, CT and CR pedagogical practices could be combined to achieve a more comprehensive development of skills and dispositions.</p>
<p>Regarding the &#x201C;curricular&#x201D; and &#x201C;extracurricular&#x201D; approaches, we have found contrasting results, with both reporting CT/CR/CJ general gains (++) (56.3% versus 58.8%) and CT/CR/CJ no gains (&#x2212;&#x2212;) (6.3% versus 17.6%). In agreement with previous literature, some authors believe that CT skills can be assessed regardless of the context, while others disagree (<xref ref-type="bibr" rid="ref64">64</xref>).</p>
<p>Regarding the subject specificity, most studies that adopted an &#x201C;immersive&#x201D; followed by an &#x201C;infusive&#x201D; approach positively impacted the development of CT/CR/CJ skills and/or dispositions and students&#x2019; learning experiences (92.0 and 85.7%, respectively). Considering these results, and that the only study with a mixed approach reported CT/CR/CJ no gains (&#x2212;&#x2212;), it seems that an approach in which students are encouraged to think critically about a subject (subject-related) could be more effective, especially when they have prior knowledge on the topic. In fact, some studies show the need for a sustained specific-knowledge background to enable its application in more complex systems (<xref ref-type="bibr" rid="ref60">60</xref>, <xref ref-type="bibr" rid="ref65">65</xref>). In contrast, when comparing the &#x201C;immersive&#x201D; and &#x201C;infusive&#x201D; approaches, despite the limited number of studies reporting an &#x201C;infusive&#x201D; approach (<italic>n</italic>&#x2009;=&#x2009;7), we can suggest that the most effective are those that make these principles explicit to students. Furthermore, gains resulting from the explicit CT instructions approach corroborate this (<xref ref-type="bibr" rid="ref38">38</xref>). Therefore, it would be interesting to incorporate CT as a specific subject in the medical curriculum, ideally during the first year.</p>
<p>Regarding the intervention length, some studies report that longer, progressive, and continuous interventions can lead to better outcomes, indicating that length may be an important factor in the development of CT. Although supported by a previous systematic review (<xref ref-type="bibr" rid="ref24">24</xref>), the results herein presented are not enough to support this association.</p>
<p>Regarding the regime of the approach, most strategies applied the face-to-face approach, although both face-to-face and e-learning methodologies seem to positively impact the development of CT/CR/CJ.</p>
<p>Both individual and collaborative approaches seem to have a positive impact on the development of CT/CR. However, the learning experience can be improved by students&#x2019; engagement in discussions with each other (<xref ref-type="bibr" rid="ref56">56</xref>). In addition, pedagogical practices seem to increase their efficacy in the following order: passive &#x003C; active &#x003C; constructive &#x003C; interactive learning environments (<xref ref-type="bibr" rid="ref66">66</xref>). This highlights the need to better understand the role of group interaction in the development of CT when assessing the impact of the number of students per group, both large (7 to 8 medical students) and small groups (2 medical students), and induced CT/CR/CJ general gains (++). In addition to group size, constitution seems to play a pivotal role in the effectiveness of the pedagogical practices. For instance, in heterogeneous groups, the strongest students may end up doing all the work, especially when a limited amount of time is available to perform a task. However, heterogeneity may also breed different backgrounds and perspectives on a subject, thus enriching discussion and aiding group productivity (<xref ref-type="bibr" rid="ref67">67</xref>). In contrast, a homogeneous group will probably operate on the extremes, with the strongest groups completing their work more quickly, while the weaker groups need more time or do not complete the task by themselves (<xref ref-type="bibr" rid="ref67">67</xref>).</p>
<p>Additionally, the pedagogical practice effectiveness seems to depend on the tutor and his CT proficiency (<xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref68">68</xref>, <xref ref-type="bibr" rid="ref69">69</xref>). Although most studies mentioned instructional support (87.9%) or feedback (66.7%), only a minority considered their educational role and impact in fostering CT. Kim (<xref ref-type="bibr" rid="ref31">31</xref>) highlights that activities based on interactions and feedback (e.g., group discussion and narrative comments) were more advantageous for CT development than those done individually (i.e., book reading and essay writing) (<xref ref-type="bibr" rid="ref31">31</xref>). In agreement, some authors (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref70">70</xref>) suggest that the presence of an instructor through students&#x2019; guidance and prevention of misunderstandings or misconceptions can benefit both the pedagogical approach and learning experiences. Instructional support and feedback ensure that learners with learning difficulties are adequately supported in their learning process (<xref ref-type="bibr" rid="ref47">47</xref>).</p>
<p>The lack of results regarding the learning outcomes may be related to differences between studies in terms of methodology and design, particularly in the intervention length, subject specificity, and assessment tools. Hence, negative outcomes might have resulted from the unfamiliarity with the approach that may have led to less proficiency (<xref ref-type="bibr" rid="ref37">37</xref>) or from the short duration of studies with high cognitive load interventions that may compromise student adjustment to pedagogical practice and consequent performance (<xref ref-type="bibr" rid="ref48">48</xref>).</p>
<p>Overall, developing CT/CR/CJ skills represents a complex learning challenge. The learner is involved in a combination of meaningful learning activities that promote both knowledge, by integrating new information into pre-existing frameworks (<xref ref-type="bibr" rid="ref71">71</xref>), and skills such as observation, analysis, evaluation, contextualization, questioning, and, finally, reflection on a subject or a problem (<xref ref-type="bibr" rid="ref72">72</xref>, <xref ref-type="bibr" rid="ref73">73</xref>). A learning environment that promotes individual growth through peer instruction, meaningful learning, and learning by doing, in which students play an active role in the learning process and receive proper feedback, is essential to ensure the efficacy of a pedagogical approach (<xref ref-type="bibr" rid="ref49">49</xref>).</p>
<p>To the best of our knowledge, this is the first systematic review focused on the effectiveness of CT/CR/CJ pedagogical practices in medical education. Some limitations were identified. Although most studies were mainly focused on pedagogical practice, the presence of other approaches may have had an impact on the results. In addition, gains may also have been influenced by the educational environment, other concurrent courses, or the existence of residual or unmeasured confounders (<xref ref-type="bibr" rid="ref31">31</xref>). Caution must also be taken with the studies describing assessment tools not previously validated for the study population (e.g., general standardized tests), as well as when a domain-specific non-standardized test or rubric was used, compromising the reproducibility of the intervention in other fields, as well as when studies relied upon a post-test assessment and/or there was no control group or other comparative intervention. Finally, no language restrictions were applied to our research strategy, but the search terms we used were in English. Given that most of the non-English language journals translate the abstract into English, we suggest that the search terms used only in English did not significantly affect the search outcomes.</p>
<sec id="sec16">
<label>4.1</label>
<title>Future research</title>
<p>Future studies should be planned and designed detailing the context of the intervention, the subject specificity, objectives, length, regime (face-to-face vs. e-learning), format (individual vs. collaborative), the role of the facilitators, the presence or absence of feedback, and the teacher&#x2019;s expertise in CT/CR/CJ. Future research should also explore how to assess the long-term impact of the interventions on CT retention over time.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec17">
<label>5</label>
<title>Conclusion</title>
<p>Pedagogical practices that actively engage undergraduate medical students in the learning process are likely more effective than traditional lectures in fostering the development of CT/CR/CJ skills and/or dispositions. However, comparison between practices is not easy due to the limited number of studies and diverse methodologies and assessment tools employed. Despite these challenges, our systematic review raises important questions about the timing, length, curricular context, regime (face-to-face vs. e-learning), and format (individual vs. collaborative) of interventions that should be carefully considered to enhance the effectiveness of the pedagogical approaches. Furthermore, it acknowledges the complexity of fostering critical thinking in medical education, recognizing that there is no &#x201C;one-size-fits-all solution.&#x201D; Overall, we can conclude that different pedagogical practices should be used and combined throughout the curriculum considering diverse learning environments and student needs to effectively enhance CT skills and dispositions of medical students.</p>
</sec>
<sec sec-type="data-availability" id="sec18">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec19">
<title>Author contributions</title>
<p>BA: Conceptualization, Investigation, Methodology, Writing &#x2013; original draft. SG: Investigation, Methodology, Writing &#x2013; review &#x0026; editing. LR: Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing, Investigation, Methodology.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec20">
<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>
<sec sec-type="COI-statement" id="sec21">
<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 sec-type="disclaimer" id="sec22">
<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="sec23">
<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.2024.1358444/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmed.2024.1358444/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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