{"id":"https://openalex.org/W4415378346","doi":"https://doi.org/10.1007/s40593-025-00522-5","title":"Modeling the Dynamics and Autoregressive Tendencies of Metacognitive Judgment Accuracy during Complex Learning","display_name":"Modeling the Dynamics and Autoregressive Tendencies of Metacognitive Judgment Accuracy during Complex Learning","publication_year":2025,"publication_date":"2025-10-21","ids":{"openalex":"https://openalex.org/W4415378346","doi":"https://doi.org/10.1007/s40593-025-00522-5"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-025-00522-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-025-00522-5","pdf_url":null,"source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","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/A5077365128","display_name":"Megan Wiedbusch","orcid":"https://orcid.org/0000-0002-4619-1709"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Megan D. Wiedbusch","raw_affiliation_strings":["School of Modeling, Simulation, and Training, University of Central Florida, Orlando, FL, 32826, USA"],"affiliations":[{"raw_affiliation_string":"School of Modeling, Simulation, and Training, University of Central Florida, Orlando, FL, 32826, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051402096","display_name":"Daryn A. Dever","orcid":"https://orcid.org/0000-0002-9150-1155"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]},{"id":"https://openalex.org/I94062374","display_name":"Florida College","ror":"https://ror.org/010bgev76","country_code":"US","type":"education","lineage":["https://openalex.org/I94062374"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daryn Dever","raw_affiliation_strings":["College of Education, University of Florida, Gainsville, 32611, United States of America"],"affiliations":[{"raw_affiliation_string":"College of Education, University of Florida, Gainsville, 32611, United States of America","institution_ids":["https://openalex.org/I33213144","https://openalex.org/I94062374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114461592","display_name":"Tara Delgado","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tara Delgado","raw_affiliation_strings":["School of Modeling, Simulation, and Training, University of Central Florida, Orlando, FL, 32826, USA"],"affiliations":[{"raw_affiliation_string":"School of Modeling, Simulation, and Training, University of Central Florida, Orlando, FL, 32826, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019212451","display_name":"Roger Azevedo","orcid":"https://orcid.org/0000-0002-5018-6232"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roger Azevedo","raw_affiliation_strings":["School of Modeling, Simulation, and Training, University of Central Florida, Orlando, FL, 32826, USA"],"affiliations":[{"raw_affiliation_string":"School of Modeling, Simulation, and Training, University of Central Florida, Orlando, FL, 32826, USA","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077365128"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15778767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"6","first_page":"3943","last_page":"3978"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9955999851226807,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9955999851226807,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9854000210762024,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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":0.8169999718666077},{"id":"https://openalex.org/keywords/overconfidence-effect","display_name":"Overconfidence effect","score":0.7050999999046326},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.54830002784729},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.5051000118255615},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4381999969482422},{"id":"https://openalex.org/keywords/bootstrapping","display_name":"Bootstrapping (finance)","score":0.4068000018596649},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.39640000462532043},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.34860000014305115}],"concepts":[{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.8169999718666077},{"id":"https://openalex.org/C51110983","wikidata":"https://www.wikidata.org/wiki/Q16503490","display_name":"Overconfidence effect","level":2,"score":0.7050999999046326},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.54830002784729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5368000268936157},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5110999941825867},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.5051000118255615},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4830000102519989},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.48010000586509705},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4381999969482422},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4348999857902527},{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.4068000018596649},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.39640000462532043},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.34860000014305115},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.33399999141693115},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.32109999656677246},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.31150001287460327},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.30550000071525574},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.2994999885559082},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.28839999437332153},{"id":"https://openalex.org/C2776962539","wikidata":"https://www.wikidata.org/wiki/Q6472078","display_name":"Lagging","level":2,"score":0.27730000019073486},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40593-025-00522-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-025-00522-5","pdf_url":null,"source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":99,"referenced_works":["https://openalex.org/W1586187438","https://openalex.org/W1957711827","https://openalex.org/W1992535080","https://openalex.org/W1998862210","https://openalex.org/W2000803197","https://openalex.org/W2019760471","https://openalex.org/W2020143450","https://openalex.org/W2024220908","https://openalex.org/W2037014725","https://openalex.org/W2038672400","https://openalex.org/W2040253671","https://openalex.org/W2042997778","https://openalex.org/W2047165747","https://openalex.org/W2051339053","https://openalex.org/W2052097980","https://openalex.org/W2052941964","https://openalex.org/W2075565168","https://openalex.org/W2078259058","https://openalex.org/W2082295504","https://openalex.org/W2088380237","https://openalex.org/W2090787084","https://openalex.org/W2093950336","https://openalex.org/W2103356295","https://openalex.org/W2116512828","https://openalex.org/W2126180793","https://openalex.org/W2135771969","https://openalex.org/W2141847481","https://openalex.org/W2145404435","https://openalex.org/W2151663893","https://openalex.org/W2152264416","https://openalex.org/W2153079047","https://openalex.org/W2155610381","https://openalex.org/W2161068061","https://openalex.org/W2171797548","https://openalex.org/W2294911664","https://openalex.org/W2464245563","https://openalex.org/W2566392566","https://openalex.org/W2597900308","https://openalex.org/W2611698603","https://openalex.org/W2615992009","https://openalex.org/W2619576921","https://openalex.org/W2744238423","https://openalex.org/W2757212260","https://openalex.org/W2771448768","https://openalex.org/W2785428417","https://openalex.org/W2793095071","https://openalex.org/W2796772725","https://openalex.org/W2804416042","https://openalex.org/W2808831456","https://openalex.org/W2808946760","https://openalex.org/W2810578736","https://openalex.org/W2889750549","https://openalex.org/W2898696889","https://openalex.org/W2921276910","https://openalex.org/W2942629971","https://openalex.org/W2945310791","https://openalex.org/W3003958042","https://openalex.org/W3016300065","https://openalex.org/W3021431828","https://openalex.org/W3033493619","https://openalex.org/W3047441330","https://openalex.org/W3090254665","https://openalex.org/W3100015545","https://openalex.org/W3164959546","https://openalex.org/W3193792142","https://openalex.org/W3202083656","https://openalex.org/W3215414295","https://openalex.org/W4206379249","https://openalex.org/W4210383090","https://openalex.org/W4210735581","https://openalex.org/W4213194184","https://openalex.org/W4220751960","https://openalex.org/W4220880451","https://openalex.org/W4221020296","https://openalex.org/W4233813600","https://openalex.org/W4250671453","https://openalex.org/W4252436269","https://openalex.org/W4280625623","https://openalex.org/W4281677170","https://openalex.org/W4282940252","https://openalex.org/W4286496572","https://openalex.org/W4288059320","https://openalex.org/W4300862313","https://openalex.org/W4307958490","https://openalex.org/W4312327221","https://openalex.org/W4323051714","https://openalex.org/W4366418576","https://openalex.org/W4366816965","https://openalex.org/W4366817103","https://openalex.org/W4366817216","https://openalex.org/W4366817256","https://openalex.org/W4377097487","https://openalex.org/W4380051111","https://openalex.org/W4381145042","https://openalex.org/W4386686814","https://openalex.org/W4386689923","https://openalex.org/W4386820332","https://openalex.org/W4388451761","https://openalex.org/W4389242064"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-21T00:00:00"}