{"id":"https://openalex.org/W7225425829","doi":"https://doi.org/10.17605/osf.io/n2s7u","title":"GenAI-Related Psychological Constructs in STEM Students: A Scoping Review","display_name":"GenAI-Related Psychological Constructs in STEM Students: A Scoping Review","publication_year":2026,"publication_date":"2026-10-29","ids":{"openalex":"https://openalex.org/W7225425829","doi":"https://doi.org/10.17605/osf.io/n2s7u"},"language":"en","primary_location":{"id":"doi:10.17605/osf.io/n2s7u","doi":"https://doi.org/10.17605/osf.io/n2s7u","is_oa":true,"landing_page_url":"https://doi.org/10.17605/osf.io/n2s7u","pdf_url":null,"source":{"id":"https://openalex.org/S7407050956","display_name":"Open Science Framework","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"StudyRegistration"},"volume":null,"type":"study-registration","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.17605/osf.io/n2s7u","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103079694","display_name":"Muhammad Reyza Arief Taqwa","orcid":"https://orcid.org/0000-0003-2352-6454","observed_orcids":["https://orcid.org/0000-0003-2352-6454","https://orcid.org/0000-0002-0178-7496"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Reyza Arief Taqwa","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2352-6454","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070309709","display_name":"Ophat Kaosaiyaporn","orcid":"https://orcid.org/0000-0002-6506-7199","observed_orcids":["https://orcid.org/0000-0002-6506-7199"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ophat Kaosaiyaporn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161023544","display_name":"Muktiarni","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muktiarni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043310216","display_name":"Rohman Hikmat","orcid":"https://orcid.org/0000-0002-9138-0146","observed_orcids":["https://orcid.org/0000-0002-9138-0146"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rohman Hikmat","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5000253362","display_name":"Dwi Hardani Oktawirawan","orcid":"https://orcid.org/0000-0002-3153-3681","observed_orcids":["https://orcid.org/0000-0002-3153-3681"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dwi Hardani Oktawirawan","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/T14414","display_name":"Artificial Intelligence in Education","score":0.9657999873161316,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.9657999873161316,"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/T12515","display_name":"Gender and Technology in Education","score":0.015399999916553497,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.004000000189989805,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.996999979019165},{"id":"https://openalex.org/keywords/psychological-constructs","display_name":"psychological constructs","score":0.7519999742507935},{"id":"https://openalex.org/keywords/stem-students","display_name":"STEM students","score":0.9929999709129333},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.8899999856948853},{"id":"https://openalex.org/keywords/student-attitudes-toward-ai","display_name":"student attitudes toward AI","score":0.6679999828338623},{"id":"https://openalex.org/keywords/ai-use-in-education","display_name":"AI use in education","score":0.7200000286102295},{"id":"https://openalex.org/keywords/construct-measurement","display_name":"construct measurement","score":0.5830000042915344},{"id":"https://openalex.org/keywords/theoretical-framework","display_name":"theoretical framework","score":0.48399999737739563}],"concepts":[{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.7721999883651733},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6136999726295471},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.4650999903678894},{"id":"https://openalex.org/C8795937","wikidata":"https://www.wikidata.org/wiki/Q11862829","display_name":"Discipline","level":2,"score":0.39980000257492065},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.38119998574256897},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.37310001254081726},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.3531000018119812},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.34860000014305115},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.3253999948501587},{"id":"https://openalex.org/C49453240","wikidata":"https://www.wikidata.org/wiki/Q1592163","display_name":"Construct validity","level":3,"score":0.3125999867916107},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.2976999878883362},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2953999936580658},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.29159998893737793},{"id":"https://openalex.org/C142546437","wikidata":"https://www.wikidata.org/wiki/Q2661195","display_name":"Descriptive research","level":2,"score":0.288100004196167},{"id":"https://openalex.org/C2779318504","wikidata":"https://www.wikidata.org/wiki/Q1438035","display_name":"Research design","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C90734943","wikidata":"https://www.wikidata.org/wiki/Q17008777","display_name":"Conceptualization","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.27390000224113464},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.26829999685287476},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2533999979496002}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.17605/osf.io/n2s7u","doi":"https://doi.org/10.17605/osf.io/n2s7u","is_oa":true,"landing_page_url":"https://doi.org/10.17605/osf.io/n2s7u","pdf_url":null,"source":{"id":"https://openalex.org/S7407050956","display_name":"Open Science Framework","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"StudyRegistration"}],"best_oa_location":{"id":"doi:10.17605/osf.io/n2s7u","doi":"https://doi.org/10.17605/osf.io/n2s7u","is_oa":true,"landing_page_url":"https://doi.org/10.17605/osf.io/n2s7u","pdf_url":null,"source":{"id":"https://openalex.org/S7407050956","display_name":"Open Science Framework","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"StudyRegistration"},"sustainable_development_goals":[{"score":0.9235000014305115,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7225416259","https://openalex.org/W7122757058","https://openalex.org/W7155192436","https://openalex.org/W7220692146","https://openalex.org/W7165221445","https://openalex.org/W7167088650","https://openalex.org/W7163887771","https://openalex.org/W7167459978","https://openalex.org/W7212054564","https://openalex.org/W7140137896"],"abstract_inverted_index":{"This":[0],"scoping":[1],"review":[2,32,122],"will":[3,33,103,144],"map":[4],"empirical":[5],"primary":[6],"research":[7],"examining":[8],"psychological":[9,96],"and":[10,28,41,60,64,90,111,118,134,137,140],"psychologically":[11],"relevant":[12],"constructs":[13,36],"associated":[14],"with":[15,86],"generative":[16,88],"artificial":[17],"intelligence":[18],"(GenAI)":[19],"among":[20],"higher":[21],"education":[22],"students":[23],"in":[24],"science,":[25],"technology,":[26],"engineering,":[27],"mathematics":[29],"(STEM).":[30],"The":[31,121],"identify":[34,138],"the":[35,43,49,53,57,65,105,126],"studied,":[37],"their":[38],"conceptual":[39],"definitions":[40,133],"operationalizations,":[42],"instruments":[44],"used":[45],"to":[46,100,124],"assess":[47,92],"them,":[48],"theoretical":[50],"frameworks":[51],"applied,":[52],"GenAI":[54],"systems":[55],"examined,":[56],"STEM":[58,78],"disciplines":[59],"educational":[61],"contexts":[62],"represented,":[63],"main":[66],"findings":[67],"reported.":[68],"Eligible":[69],"studies":[70],"must":[71],"be":[72],"empirical,":[73],"involve":[74],"university":[75],"or":[76,84],"college":[77],"students,":[79],"examine":[80],"direct":[81],"use":[82],"of":[83,129],"interaction":[85],"a":[87,108],"system,":[89],"empirically":[91],"at":[93],"least":[94],"one":[95],"construct":[97,132],"meaningfully":[98],"related":[99],"GenAI.":[101],"We":[102],"chart":[104],"evidence":[106],"using":[107],"standardized":[109],"form":[110],"synthesize":[112],"it":[113],"through":[114],"descriptive":[115],"numerical":[116],"summaries":[117],"narrative":[119],"mapping.":[120],"aims":[123],"clarify":[125],"current":[127],"distribution":[128],"evidence,":[130],"compare":[131],"measurement":[135],"approaches,":[136],"methodological":[139],"disciplinary":[141],"gaps.":[142],"Reporting":[143],"follow":[145],"PRISMA-ScR":[146],"guidance.":[147]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-11-07T00:00:00"}
