{"id":"https://openalex.org/W7159608929","doi":"https://doi.org/10.48550/arxiv.2604.27506","title":"Examining discontinuance of AI-mediated informal digital learning of English (AI-IDLE) among university students: Evidence from SEM and fsQCA","display_name":"Examining discontinuance of AI-mediated informal digital learning of English (AI-IDLE) among university students: Evidence from SEM and fsQCA","publication_year":2026,"publication_date":"2026-04-30","ids":{"openalex":"https://openalex.org/W7159608929","doi":"https://doi.org/10.48550/arxiv.2604.27506"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.27506","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.27506","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.27506","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134941174","display_name":"Yiran Du","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Du, Yiran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5134946100","display_name":"Huimin He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"He, Huimin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14240","display_name":"E-Learning and COVID-19","score":0.09000000357627869,"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"}},"topics":[{"id":"https://openalex.org/T14240","display_name":"E-Learning and COVID-19","score":0.09000000357627869,"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/T10168","display_name":"COVID-19 and Mental Health","score":0.041999999433755875,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T12128","display_name":"AI in Service Interactions","score":0.0414000004529953,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/qualitative-comparative-analysis","display_name":"Qualitative comparative analysis","score":0.5823000073432922},{"id":"https://openalex.org/keywords/disengagement-theory","display_name":"Disengagement theory","score":0.5550000071525574},{"id":"https://openalex.org/keywords/informal-learning","display_name":"Informal learning","score":0.5102999806404114},{"id":"https://openalex.org/keywords/equifinality","display_name":"Equifinality","score":0.48590001463890076},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.42410001158714294},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.34130001068115234}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6284000277519226},{"id":"https://openalex.org/C94617000","wikidata":"https://www.wikidata.org/wiki/Q639854","display_name":"Qualitative comparative analysis","level":2,"score":0.5823000073432922},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.5633999705314636},{"id":"https://openalex.org/C25740722","wikidata":"https://www.wikidata.org/wiki/Q3044915","display_name":"Disengagement theory","level":2,"score":0.5550000071525574},{"id":"https://openalex.org/C2780198215","wikidata":"https://www.wikidata.org/wiki/Q361428","display_name":"Informal learning","level":2,"score":0.5102999806404114},{"id":"https://openalex.org/C183030095","wikidata":"https://www.wikidata.org/wiki/Q255894","display_name":"Equifinality","level":2,"score":0.48590001463890076},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.42410001158714294},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.34130001068115234},{"id":"https://openalex.org/C163355716","wikidata":"https://www.wikidata.org/wiki/Q2154783","display_name":"Risk perception","level":3,"score":0.3366999924182892},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3239000141620636},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.30649998784065247},{"id":"https://openalex.org/C3020203576","wikidata":"https://www.wikidata.org/wiki/Q1519","display_name":"Abu dhabi","level":3,"score":0.2818000018596649},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.257099986076355}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.27506","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.27506","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.27506","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.27506","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.44334810972213745,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1,21],"examined":[2],"university":[3,58],"students'":[4],"discontinuance":[5,48,94,126,130],"intention":[6],"towards":[7],"AI-mediated":[8],"informal":[9,67,171],"digital":[10],"learning":[11],"of":[12],"English":[13,68,172],"(AI-IDLE).":[14],"Drawing":[15],"on":[16],"the":[17,20,99],"cognition-affect-conation":[18],"framework,":[19],"investigated":[22],"how":[23,43],"three":[24],"cognitive":[25],"factors,":[26],"namely":[27,38],"disconfirmation,":[28],"perceived":[29,32,103,106,165],"complexity,":[30,104,166],"and":[31,40,42,78,90,105,112,136,152,157,167],"risk,":[33],"influence":[34],"two":[35],"affective":[36,45],"responses,":[37],"dissatisfaction":[39,89,111],"frustration,":[41,164],"these":[44],"responses":[46],"predict":[47],"intention.":[49],"A":[50],"cross-sectional":[51],"survey":[52],"was":[53],"conducted":[54],"with":[55,96],"746":[56],"Chinese":[57],"students":[59],"who":[60],"had":[61],"experience":[62],"using":[63,73],"AI":[64],"tools":[65],"for":[66,160],"learning.":[69,173],"Data":[70],"were":[71],"analysed":[72],"structural":[74],"equation":[75],"modelling":[76],"(SEM)":[77],"fuzzy-set":[79],"qualitative":[80],"comparative":[81],"analysis":[82],"(fsQCA).":[83],"The":[84,114],"SEM":[85],"results":[86,116],"showed":[87],"that":[88,129],"frustration":[91,97],"positively":[92,109],"predicted":[93],"intention,":[95,127],"showing":[98],"stronger":[100],"effect.":[101],"Disconfirmation,":[102],"risk":[107,168],"also":[108],"influenced":[110],"frustration.":[113],"fsQCA":[115],"further":[117],"identified":[118],"multiple":[119],"sufficient":[120],"configurations":[121],"leading":[122],"to":[123,154],"high":[124],"AI-IDLE":[125,148],"indicating":[128],"is":[131],"shaped":[132],"by":[133,140],"causal":[134],"complexity":[135],"equifinality":[137],"rather":[138],"than":[139],"a":[141],"single":[142],"necessary":[143],"condition.":[144],"These":[145],"findings":[146],"extend":[147],"research":[149],"from":[150],"adoption":[151],"engagement":[153],"post-adoption":[155],"disengagement":[156],"provide":[158],"implications":[159],"reducing":[161],"learners'":[162],"dissatisfaction,":[163],"in":[169],"AI-supported":[170]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-02T00:00:00"}
