{"id":"https://openalex.org/W3135737917","doi":"https://doi.org/10.1080/10494820.2021.1891941","title":"Time-driven modeling of student self-regulated learning in network-based tutors","display_name":"Time-driven modeling of student self-regulated learning in network-based tutors","publication_year":2021,"publication_date":"2021-03-05","ids":{"openalex":"https://openalex.org/W3135737917","doi":"https://doi.org/10.1080/10494820.2021.1891941","mag":"3135737917"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2021.1891941","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2021.1891941","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/A5067339659","display_name":"Eric Poitras","orcid":"https://orcid.org/0000-0003-0563-7978"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric G. Poitras","raw_affiliation_strings":["College of Education, University of Utah, Salt Lake City, UT, USA"],"affiliations":[{"raw_affiliation_string":"College of Education, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017704287","display_name":"Tenzin Doleck","orcid":"https://orcid.org/0000-0002-1279-689X"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Tenzin Doleck","raw_affiliation_strings":["Canada Research Chair, Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"Canada Research Chair, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015929533","display_name":"Lingyun Huang","orcid":"https://orcid.org/0000-0002-7336-7079"},"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":"Lingyun Huang","raw_affiliation_strings":["Faculty of Education, McGill University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Education, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052706732","display_name":"Laurel Dias","orcid":"https://orcid.org/0000-0003-1218-8111"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laurel Dias","raw_affiliation_strings":["College of Education, University of Utah, Salt Lake City, UT, USA"],"affiliations":[{"raw_affiliation_string":"College of Education, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"last","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":false,"raw_author_name":"Susanne P. Lajoie","raw_affiliation_strings":["Faculty of Education, McGill University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Education, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5017704287"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":1.3608,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79946502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"31","issue":"4","first_page":"2490","last_page":"2511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5826932787895203},{"id":"https://openalex.org/keywords/self-regulated-learning","display_name":"Self-regulated learning","score":0.555034875869751},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5498896837234497},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.4739439785480499},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4661727249622345},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3368988037109375},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3023987412452698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5826932787895203},{"id":"https://openalex.org/C2776503756","wikidata":"https://www.wikidata.org/wiki/Q1424497","display_name":"Self-regulated learning","level":2,"score":0.555034875869751},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5498896837234497},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.4739439785480499},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4661727249622345},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3368988037109375},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3023987412452698},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10494820.2021.1891941","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2021.1891941","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":0.8100000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W60723869","https://openalex.org/W113833030","https://openalex.org/W360064027","https://openalex.org/W370177488","https://openalex.org/W602783909","https://openalex.org/W1044702642","https://openalex.org/W1489142649","https://openalex.org/W1586187438","https://openalex.org/W1589045660","https://openalex.org/W1678084289","https://openalex.org/W1741890539","https://openalex.org/W1828171833","https://openalex.org/W1874545489","https://openalex.org/W1967971235","https://openalex.org/W1971541661","https://openalex.org/W1971746982","https://openalex.org/W1981517409","https://openalex.org/W1993306479","https://openalex.org/W1996643300","https://openalex.org/W2007052376","https://openalex.org/W2014603253","https://openalex.org/W2032538707","https://openalex.org/W2041636164","https://openalex.org/W2043618393","https://openalex.org/W2052870110","https://openalex.org/W2053993749","https://openalex.org/W2061232092","https://openalex.org/W2065625937","https://openalex.org/W2066659719","https://openalex.org/W2068696503","https://openalex.org/W2074663968","https://openalex.org/W2078054225","https://openalex.org/W2082741065","https://openalex.org/W2084897015","https://openalex.org/W2086234551","https://openalex.org/W2093980251","https://openalex.org/W2095105259","https://openalex.org/W2098880898","https://openalex.org/W2099873065","https://openalex.org/W2110645925","https://openalex.org/W2125430766","https://openalex.org/W2127807017","https://openalex.org/W2128211232","https://openalex.org/W2133210753","https://openalex.org/W2133381147","https://openalex.org/W2135990100","https://openalex.org/W2149205503","https://openalex.org/W2171797548","https://openalex.org/W2176672739","https://openalex.org/W2194214092","https://openalex.org/W2224275207","https://openalex.org/W2403477208","https://openalex.org/W2506884786","https://openalex.org/W2524263724","https://openalex.org/W2564114053","https://openalex.org/W2580551395","https://openalex.org/W2738601691","https://openalex.org/W2807183810","https://openalex.org/W2808854530","https://openalex.org/W2889105571","https://openalex.org/W2914319254","https://openalex.org/W2942707296","https://openalex.org/W2993860031","https://openalex.org/W3086441582","https://openalex.org/W3086939044","https://openalex.org/W4231060294","https://openalex.org/W4250351971","https://openalex.org/W4393261769"],"related_works":["https://openalex.org/W2072180474","https://openalex.org/W1960052459","https://openalex.org/W2375707231","https://openalex.org/W641782856","https://openalex.org/W3209137209","https://openalex.org/W2479449183","https://openalex.org/W2070394531","https://openalex.org/W2524555411","https://openalex.org/W2993780070","https://openalex.org/W2364725371"],"abstract_inverted_index":{"This":[0],"study":[1],"applies":[2],"a":[3,45,63,79,93],"time-driven":[4],"approach":[5],"to":[6,39,57,153,161,171,181,191],"model":[7],"self-regulated":[8],"learning":[9,23],"(SRL)":[10],"on":[11,72,126],"the":[12,19,67,73,83,89,108,111,127,134,182,186,192],"basis":[13,74,128],"of":[14,21,42,47,49,61,75,103,129,185],"elapsed":[15],"time":[16],"metrics":[17],"in":[18,163,195],"context":[20],"open-ended":[22],"environments":[24],"(OELEs),":[25],"specifically,":[26],"network-based":[27],"tutors.":[28],"In":[29,106],"doing":[30],"so,":[31],"we":[32],"examine":[33],"how":[34],"students":[35,147,179],"allocated":[36,149],"attentional":[37,151],"resources":[38,152],"distinct":[40,115],"phases":[41],"SRL":[43,116],"as":[44],"measure":[46],"depth":[48],"information":[50],"processing.":[51],"Student":[52],"teachers":[53],"(N=68)":[54],"were":[55,169],"assigned":[56,180,190],"two":[58],"different":[59],"versions":[60],"nBrowser:":[62],"static":[64,193],"version":[65,81,184,194],"where":[66,82],"network":[68,84],"did":[69],"not":[70],"converge":[71],"student":[76],"interactions":[77],"and":[78,96,99,122,144,167,175],"dynamic":[80,183],"was":[85],"continually":[86],"updated":[87],"by":[88,133],"system.":[90],"Students":[91],"designed":[92],"lesson":[94],"plan":[95],"completed":[97],"pre-":[98],"post-test":[100],"self-report":[101],"measures":[102],"knowledge":[104,173,197],"gains.":[105,198],"both":[107],"experimental":[109],"conditions,":[110],"results":[112],"show":[113],"four":[114],"profiles":[117],"that":[118],"are":[119],"relatively":[120],"consistent":[121],"can":[123],"be":[124],"detected":[125],"behavioral":[130],"patterns":[131],"logged":[132],"system":[135,187],"across":[136],"behaviors,":[137],"namely,":[138],"planning,":[139,164],"requesting":[140,165],"hints,":[141,166],"studying":[142,154],"examples,":[143],"monitoring.":[145],"Although":[146],"who":[148],"more":[150,157],"examples":[155],"performed":[156],"poorly,":[158],"their":[159],"efforts":[160],"engage":[162],"monitoring":[168],"found":[170],"predict":[172],"gains":[174],"design":[176],"skills.":[177],"Furthermore,":[178],"outperformed":[188],"those":[189],"pedagogical":[196]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}