{"id":"https://openalex.org/W7164544527","doi":"https://doi.org/10.48550/arxiv.2606.12436","title":"Knowing the Rules Is Not Enough: Student Regulatory Awareness and Use of GenAI in Higher Education","display_name":"Knowing the Rules Is Not Enough: Student Regulatory Awareness and Use of GenAI in Higher Education","publication_year":2026,"publication_date":"2026-05-16","ids":{"openalex":"https://openalex.org/W7164544527","doi":"https://doi.org/10.48550/arxiv.2606.12436"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.12436","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.12436","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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.2606.12436","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5122304950","display_name":"Lasse Bischof","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bischof, Lasse","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035238125","display_name":"Eva-Maria Sch\u00f6n","orcid":"https://orcid.org/0000-0002-0410-9308"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sch\u00f6n, Eva-Maria","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028632731","display_name":"Maria Rauschenberger","orcid":"https://orcid.org/0000-0001-5722-576X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rauschenberger, Maria","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138520429","display_name":"Michael Neumann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neumann, Michael","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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.7674000263214111,"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":0.7674000263214111,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.07810000330209732,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T12128","display_name":"AI in Service Interactions","score":0.020400000736117363,"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/higher-education","display_name":"Higher education","score":0.6949999928474426},{"id":"https://openalex.org/keywords/compliance","display_name":"Compliance (psychology)","score":0.6197999715805054},{"id":"https://openalex.org/keywords/conformity","display_name":"Conformity","score":0.582099974155426},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4049000144004822},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.3418999910354614},{"id":"https://openalex.org/keywords/descriptive-research","display_name":"Descriptive research","score":0.3084999918937683},{"id":"https://openalex.org/keywords/the-arts","display_name":"The arts","score":0.28929999470710754}],"concepts":[{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.6949999928474426},{"id":"https://openalex.org/C2781460075","wikidata":"https://www.wikidata.org/wiki/Q1399332","display_name":"Compliance (psychology)","level":2,"score":0.6197999715805054},{"id":"https://openalex.org/C142172996","wikidata":"https://www.wikidata.org/wiki/Q221284","display_name":"Conformity","level":2,"score":0.582099974155426},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5444999933242798},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4049000144004822},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.40380001068115234},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.3418999910354614},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3280999958515167},{"id":"https://openalex.org/C142546437","wikidata":"https://www.wikidata.org/wiki/Q2661195","display_name":"Descriptive research","level":2,"score":0.3084999918937683},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3052000105381012},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.2897000014781952},{"id":"https://openalex.org/C70789860","wikidata":"https://www.wikidata.org/wiki/Q2018526","display_name":"The arts","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C191160116","wikidata":"https://www.wikidata.org/wiki/Q3423709","display_name":"Regulatory focus theory","level":3,"score":0.2687000036239624},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.26350000500679016},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.2538999915122986},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.25110000371932983},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.12436","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.12436","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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.2606.12436","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.12436","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.652896523475647}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Context:":[0],"Generative":[1],"Artificial":[2],"Intelligence":[3],"(GenAI)":[4],"tools":[5,128,183],"such":[6],"as":[7,46],"ChatGPT":[8],"are":[9,155],"increasingly":[10],"integrated":[11],"into":[12,234],"students":[13,25,60,92,105,147],"learning":[14,237],"practices.":[15],"While":[16],"previous":[17],"research":[18,75],"mainly":[19],"examines":[20],"adoption":[21],"rates":[22],"and":[23,30,51,70,87,110,119,134,140,201,215,218,223,229,236],"attitudes,":[24],"awareness":[26,39,61,130,165,200],"of":[27,62,116,131],"institutional":[28,132,162,213],"regulations":[29,64,214],"their":[31,67,158],"perceived":[32,68,88,135],"compliance":[33,69],"remain":[34],"unexplored.":[35],"Understanding":[36],"whether":[37,157],"regulatory":[38,83,199],"influences":[40],"student":[41,216],"behavior":[42],"is":[43,77],"therefore":[44],"important":[45],"higher":[47,205],"education":[48],"institutions":[49,224],"create":[50],"apply":[52],"AI":[53],"policies.":[54],"Objective:":[55],"This":[56],"study":[57,97,191],"investigates":[58],"how":[59],"GenAI":[63,85,126,150,182,202,231],"relates":[65],"to":[66,78,169],"actual":[71,173],"usage":[72,159,174,203],"behavior.":[73,175],"Our":[74,207],"objective":[76],"examine":[79],"the":[80,114,196],"association":[81],"between":[82,198,212],"knowledge,":[84],"use,":[86],"rule":[89],"conformity":[90],"among":[91],"in":[93,106,204],"computer":[94],"science":[95],"related":[96],"programs.":[98],"Method:":[99],"A":[100],"survey":[101],"with":[102,161,172],"151":[103],"undergraduate":[104],"Business":[107],"Information":[108],"Systems":[109],"E-Government":[111],"programs":[112],"at":[113],"University":[115],"Applied":[117],"Sciences":[118],"Arts":[120],"Hannover":[121],"(Germany)":[122],"collected":[123],"data":[124],"on":[125,179,195,225],"usage,":[127],"used,":[129],"regulations,":[133],"compliance.":[136],"Descriptive":[137],"statistics,":[138],"cross-tabulations,":[139],"correlation":[141],"analyzes":[142],"were":[143],"applied.":[144],"Results:":[145],"Most":[146],"actively":[148],"use":[149],"tools,":[151],"but":[152],"over":[153],"half":[154],"uncertain":[156],"complies":[160],"regulations.":[163],"Regulatory":[164],"shows":[166],"only":[167],"weak":[168],"moderate":[170],"associations":[171],"Students":[176],"primarily":[177],"rely":[178],"privately":[180],"accessed":[181],"rather":[184],"than":[185],"institutionally":[186],"provided":[187],"solutions.":[188],"Contributions:":[189],"The":[190],"contributes":[192],"empirical":[193],"evidence":[194],"relationship":[197],"education.":[206],"findings":[208],"highlight":[209],"a":[210],"gap":[211],"practices":[217],"provide":[219],"insights":[220],"for":[221],"educators":[222],"improving":[226],"policy":[227],"communication":[228],"integrating":[230],"more":[232],"effectively":[233],"teaching":[235],"contexts.":[238]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-06-13T00:00:00"}
