{"id":"https://openalex.org/W3164544292","doi":"https://doi.org/10.1080/10494820.2021.1931347","title":"The functional roles of metacognitive judgement and emotion in predicting clinical reasoning performance with a computer simulated environment","display_name":"The functional roles of metacognitive judgement and emotion in predicting clinical reasoning performance with a computer simulated environment","publication_year":2021,"publication_date":"2021-05-26","ids":{"openalex":"https://openalex.org/W3164544292","doi":"https://doi.org/10.1080/10494820.2021.1931347","mag":"3164544292"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2021.1931347","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2021.1931347","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079114117","display_name":"Susanne P. Lajoie","orcid":"https://orcid.org/0000-0003-2814-3962"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Susanne P. Lajoie","raw_affiliation_strings":["Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2814-3962","affiliations":[{"raw_affiliation_string":"Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040192831","display_name":"Shan Li","orcid":"https://orcid.org/0000-0001-6001-1586"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shan Li","raw_affiliation_strings":["Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0001-6001-1586","affiliations":[{"raw_affiliation_string":"Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035890701","display_name":"Juan Zheng","orcid":"https://orcid.org/0000-0002-4896-8198"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Juan Zheng","raw_affiliation_strings":["Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-4896-8198","affiliations":[{"raw_affiliation_string":"Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079114117"],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":2.3806,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87841191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"31","issue":"6","first_page":"3464","last_page":"3475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metacognition","display_name":"Metacognition","score":0.6240161061286926},{"id":"https://openalex.org/keywords/judgement","display_name":"Judgement","score":0.6144534349441528},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6139015555381775},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.6109078526496887},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.5709890723228455},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.49911999702453613},{"id":"https://openalex.org/keywords/pride","display_name":"Pride","score":0.4973588287830353},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.49458810687065125},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"Academic achievement","score":0.4288385212421417},{"id":"https://openalex.org/keywords/learning-environment","display_name":"Learning environment","score":0.4246973991394043},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.37913769483566284},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.3132765591144562},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.30365681648254395},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.25577569007873535}],"concepts":[{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.6240161061286926},{"id":"https://openalex.org/C2776548248","wikidata":"https://www.wikidata.org/wiki/Q12621536","display_name":"Judgement","level":2,"score":0.6144534349441528},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6139015555381775},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.6109078526496887},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.5709890723228455},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.49911999702453613},{"id":"https://openalex.org/C2779728303","wikidata":"https://www.wikidata.org/wiki/Q3071551","display_name":"Pride","level":2,"score":0.4973588287830353},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.49458810687065125},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.4288385212421417},{"id":"https://openalex.org/C2778365744","wikidata":"https://www.wikidata.org/wiki/Q2426689","display_name":"Learning environment","level":2,"score":0.4246973991394043},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.37913769483566284},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3132765591144562},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.30365681648254395},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.25577569007873535},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10494820.2021.1931347","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2021.1931347","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334617","display_name":"Social Sciences and Humanities Research Council of Canada","ror":"https://ror.org/04j5jqy92"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W86846322","https://openalex.org/W145254903","https://openalex.org/W636333792","https://openalex.org/W1523034385","https://openalex.org/W1574151007","https://openalex.org/W1598182466","https://openalex.org/W1678084289","https://openalex.org/W1741890539","https://openalex.org/W1951724000","https://openalex.org/W1972825759","https://openalex.org/W1976445490","https://openalex.org/W1981143482","https://openalex.org/W1986101067","https://openalex.org/W2003759405","https://openalex.org/W2019760471","https://openalex.org/W2023442339","https://openalex.org/W2024722430","https://openalex.org/W2027543750","https://openalex.org/W2052097980","https://openalex.org/W2055854942","https://openalex.org/W2056678123","https://openalex.org/W2063898208","https://openalex.org/W2064636566","https://openalex.org/W2076532645","https://openalex.org/W2097782859","https://openalex.org/W2109474021","https://openalex.org/W2109612941","https://openalex.org/W2115463763","https://openalex.org/W2140910804","https://openalex.org/W2169365000","https://openalex.org/W2169439614","https://openalex.org/W2244633771","https://openalex.org/W2491875241","https://openalex.org/W2558234735","https://openalex.org/W2619576921","https://openalex.org/W2803457429","https://openalex.org/W2810200535","https://openalex.org/W2915177913","https://openalex.org/W2942629971","https://openalex.org/W2942707296","https://openalex.org/W2944690150","https://openalex.org/W2968218658","https://openalex.org/W2985213348","https://openalex.org/W3180605944","https://openalex.org/W4249215233","https://openalex.org/W4294863027"],"related_works":["https://openalex.org/W4247771886","https://openalex.org/W4205378294","https://openalex.org/W3161147649","https://openalex.org/W1991242610","https://openalex.org/W2379984245","https://openalex.org/W3112929810","https://openalex.org/W2127970155","https://openalex.org/W2508172897","https://openalex.org/W4311417398","https://openalex.org/W1594622758"],"abstract_inverted_index":{"Monitoring":[0],"one\u2019s":[1],"learning":[2,10,15,33,92],"activities":[3],"is":[4,37],"a":[5,90],"key":[6],"component":[7],"of":[8,44,71,105,140,148,176],"self-regulated":[9],"(SRL)":[11],"leading":[12],"to":[13,81,95,172],"successful":[14],"and":[16,30,49,74,84,121,136,164,179],"performance":[17,54],"outcomes":[18],"across":[19],"settings.":[20],"Achievement":[21,146],"emotions":[22,51,76],"also":[23,168],"play":[24],"an":[25],"important":[26],"part":[27],"in":[28,55,77,153,183],"SRL":[29],"consequently":[31],"student":[32],"outcomes.":[34],"However,":[35],"there":[36],"little":[38],"research":[39],"on":[40],"how":[41],"specific":[42],"types":[43,104],"monitoring":[45,72],"(i.e.":[46],"Feeling-of-Knowing,":[47],"Judgement-of-Learning)":[48],"achievement":[50,75,138],"jointly":[52],"affect":[53],"clinical":[56,86,100,184],"reasoning":[57,101],"within":[58],"computer":[59],"simulated":[60],"environments.":[61],"In":[62],"this":[63],"study,":[64],"we":[65],"explored":[66],"the":[67,137,155,173],"joint":[68],"predictive":[69],"value":[70],"judgements":[73,129],"medical":[78,97,170],"students\u2019":[79],"ability":[80],"make":[82],"accurate":[83],"efficient":[85],"diagnoses":[87],"using":[88,118],"BioWorld,":[89],"computer-based":[91],"environment":[93],"designed":[94],"help":[96],"students":[98,115],"practice":[99],"skills.":[102],"Multiple":[103],"data":[106],"(log":[107],"files,":[108],"verbal":[109],"protocols,":[110],"self-report":[111],"questionnaires)":[112],"from":[113],"27":[114],"were":[116],"analyzed":[117],"text":[119],"mining":[120],"linear":[122],"mixed-effects":[123],"models.":[124],"We":[125],"found":[126],"that":[127],"feeling-of-knowing":[128],"positively":[130,150],"predicted":[131,143,151],"diagnostic":[132,144,177],"efficiency":[133],"whereas":[134],"judgement-of-learning":[135],"emotion":[139,147],"anger":[141],"negatively":[142],"efficiency.":[145],"pride":[149],"confidence":[152],"diagnosing":[154],"case":[156],"correctly.":[157],"This":[158],"study":[159],"not":[160],"only":[161],"provides":[162],"theoretical":[163],"methodological":[165],"insights":[166],"but":[167],"alert":[169],"instructors":[171],"many":[174],"dimensions":[175],"performances":[178],"effective":[180],"intervention":[181],"strategies":[182],"reasoning.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}