{"id":"https://openalex.org/W4415965959","doi":"https://doi.org/10.1145/3769994.3770043","title":"The dynamics of the self-regulation process in student-AI interactions","display_name":"The dynamics of the self-regulation process in student-AI interactions","publication_year":2025,"publication_date":"2025-11-06","ids":{"openalex":"https://openalex.org/W4415965959","doi":"https://doi.org/10.1145/3769994.3770043"},"language":null,"primary_location":{"id":"doi:10.1145/3769994.3770043","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3769994.3770043","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3769994.3770043","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035103260","display_name":"Sonsoles L\u00f3pez\u2010Pernas","orcid":"https://orcid.org/0000-0002-9621-1392"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Sonsoles L\u00f3pez-Pernas","raw_affiliation_strings":["School of Computing, University of Eastern Finland, Joensuu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9621-1392","affiliations":[{"raw_affiliation_string":"School of Computing, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084730893","display_name":"Kamila Misiejuk","orcid":"https://orcid.org/0000-0003-0761-8703"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kamila Misiejuk","raw_affiliation_strings":["CATALPA, University of Hagen, Hagen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0761-8703","affiliations":[{"raw_affiliation_string":"CATALPA, University of Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101642004","display_name":"Eduardo Oliveira","orcid":"https://orcid.org/0000-0001-5063-8860"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Eduardo Oliveira","raw_affiliation_strings":["School of Computing and Information Systems, University of Melbourne, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5063-8860","affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051595913","display_name":"Mohammed Saqr","orcid":"https://orcid.org/0000-0001-5881-3109"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mohammed Saqr","raw_affiliation_strings":["University of Eastern Finland, Joensuu, Finland"],"raw_orcid":"https://orcid.org/0000-0001-5881-3109","affiliations":[{"raw_affiliation_string":"University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035103260"],"corresponding_institution_ids":["https://openalex.org/I175532246"],"apc_list":null,"apc_paid":null,"fwci":0.5708,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77638415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.21809999644756317,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.21809999644756317,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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":0.09839999675750732,"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/T11122","display_name":"Online Learning and Analytics","score":0.0949999988079071,"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/process","display_name":"Process (computing)","score":0.6223999857902527},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5393000245094299},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.536899983882904},{"id":"https://openalex.org/keywords/metacognition","display_name":"Metacognition","score":0.5252000093460083},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.4984999895095825},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.49470001459121704},{"id":"https://openalex.org/keywords/lifelong-learning","display_name":"Lifelong learning","score":0.4758000075817108},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4345000088214874}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6223999857902527},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5393000245094299},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.536899983882904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5339999794960022},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.5252000093460083},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4984999895095825},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.49470001459121704},{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.4758000075817108},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4345000088214874},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4081000089645386},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36739999055862427},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.34860000014305115},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34790000319480896},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.3449999988079071},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.33410000801086426},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3325999975204468},{"id":"https://openalex.org/C194232998","wikidata":"https://www.wikidata.org/wiki/Q1606712","display_name":"Transition (genetics)","level":3,"score":0.31310001015663147},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3066999912261963},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C187179951","wikidata":"https://www.wikidata.org/wiki/Q7784616","display_name":"Thinking processes","level":3,"score":0.29589998722076416},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.2906999886035919},{"id":"https://openalex.org/C133112747","wikidata":"https://www.wikidata.org/wiki/Q7251931","display_name":"Protocol analysis","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2777999937534332},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2736999988555908},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2583000063896179},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.2533999979496002},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.2531000077724457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3769994.3770043","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3769994.3770043","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3769994.3770043","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3769994.3770043","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6151787005","display_name":null,"funder_award_id":"360746, and 350560","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G6370844419","display_name":null,"funder_award_id":"023-1-FI01-KA220-HED-000159757","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W956013339","https://openalex.org/W2100029531","https://openalex.org/W2117766479","https://openalex.org/W3048016185","https://openalex.org/W3190833972","https://openalex.org/W4213447331","https://openalex.org/W4291476001","https://openalex.org/W4293168230","https://openalex.org/W4294214983","https://openalex.org/W4323033692","https://openalex.org/W4323037544","https://openalex.org/W4323655724","https://openalex.org/W4390427686","https://openalex.org/W4390490882","https://openalex.org/W4390490886","https://openalex.org/W4391584331","https://openalex.org/W4392542517","https://openalex.org/W4392564585","https://openalex.org/W4392564770","https://openalex.org/W4392858504","https://openalex.org/W4396832139","https://openalex.org/W4399940140","https://openalex.org/W4400084260","https://openalex.org/W4400267629","https://openalex.org/W4401121063","https://openalex.org/W4404316547","https://openalex.org/W4405211386","https://openalex.org/W4405221730","https://openalex.org/W4405586205","https://openalex.org/W4406402152","https://openalex.org/W4407841786","https://openalex.org/W4410098916","https://openalex.org/W4410226952","https://openalex.org/W4411046731","https://openalex.org/W4411259629","https://openalex.org/W4411511244","https://openalex.org/W4412406730","https://openalex.org/W4414465432","https://openalex.org/W4415285111","https://openalex.org/W6930278773","https://openalex.org/W6948316852"],"related_works":[],"abstract_inverted_index":{"Generative":[0],"Artificial":[1],"Intelligence":[2],"(AI)":[3],"has":[4,28],"demonstrated":[5],"significant":[6],"value":[7],"in":[8,21,61,105,117,167,188,213],"code":[9],"generation":[10],"and":[11,24,32,37,66,84,126,130,145,162],"support":[12],"for":[13,34],"programming":[14,108],"tasks,":[15],"leading":[16],"to":[17,89],"its":[18],"widespread":[19],"adoption":[20],"both":[22],"industry":[23],"academia.":[25],"This":[26,176],"proliferation":[27],"introduced":[29],"new":[30],"opportunities":[31],"risks":[33],"learning,":[35],"teaching,":[36],"the":[38,128,207],"broader":[39],"landscape":[40],"of":[41,53,63,133,209],"computer":[42,214],"science":[43],"education.":[44],"Despite":[45],"this":[46,92],"rapid":[47],"integration,":[48],"there":[49],"remains":[50],"limited":[51],"understanding":[52],"how":[54,74,85],"students":[55,75,102,153],"engage":[56],"with":[57,79,103],"these":[58,134],"tools,":[59],"particularly":[60],"terms":[62],"collaboration,":[64],"dependence,":[65],"delegation.":[67],"More":[68],"critically,":[69],"little":[70],"is":[71],"known":[72],"about":[73],"regulate":[76],"their":[77],"interactions":[78,98],"AI":[80],"tools":[81],"over":[82,184],"time,":[83],"such":[86,171],"processes":[87,187],"contribute":[88],"problem-solving.":[90],"In":[91],"case":[93],"study,":[94],"we":[95,136],"coded":[96],"2,376":[97],"from":[99],"120":[100],"undergraduate":[101],"ChatGPT":[104],"a":[106,111,178,195,199],"web":[107],"course":[109],"using":[110],"theoretically":[112],"grounded":[113],"self-regulated":[114],"learning":[115,140,186],"(SRL)":[116],"problem-solving":[118],"coding":[119],"scheme.":[120],"To":[121],"move":[122],"beyond":[123],"static":[124],"counts":[125],"capture":[127],"temporal":[129],"structural":[131],"dynamics":[132],"interactions,":[135],"employed":[137,155],"novel":[138],"process-oriented":[139],"analytics:":[141],"transition":[142],"network":[143],"analysis":[144],"Sequence":[146],"Analysis.":[147],"Our":[148,191],"findings":[149],"reveal":[150],"that":[151,204],"while":[152],"frequently":[154],"regulatory":[156],"prompts":[157],"aimed":[158],"at":[159],"process":[160],"monitoring":[161],"problem-solving,":[163],"they":[164],"rarely":[165],"engaged":[166],"deeper":[168,185],"metacognitive":[169],"strategies":[170],"as":[172,194],"reflection":[173],"or":[174],"evaluation.":[175],"suggests":[177],"prevailing":[179],"focus":[180],"on":[181],"surface-level":[182],"regulation":[183],"student-AI":[189],"interactions.":[190],"results":[192],"serve":[193],"critical":[196],"warning,":[197],"highlighting":[198],"tendency":[200],"towards":[201],"\u2019cognitive":[202],"offloading\u2019":[203],"could":[205],"undermine":[206],"development":[208],"independent,":[210],"lifelong":[211],"learners":[212],"science.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-07T23:20:04.922697","created_date":"2025-11-06T00:00:00"}