{"id":"https://openalex.org/W4412612362","doi":"https://doi.org/10.1007/s44163-025-00390-x","title":"Extended TAM-based acceptance of AI for supporting critical thinking inacademic research: An examination of perceived benefits and challenges","display_name":"Extended TAM-based acceptance of AI for supporting critical thinking inacademic research: An examination of perceived benefits and challenges","publication_year":2025,"publication_date":"2025-07-23","ids":{"openalex":"https://openalex.org/W4412612362","doi":"https://doi.org/10.1007/s44163-025-00390-x"},"language":"en","primary_location":{"id":"doi:10.1007/s44163-025-00390-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00390-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00390-x.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00390-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116808219","display_name":"Otmane EL Hosayny","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Otmane EL Hosayny","raw_affiliation_strings":["Applied Language and Culture Studies Lab, Faculty of Letters and Human Sciences, Chouaib Doukkali University, El Jadida, Morocco"],"affiliations":[{"raw_affiliation_string":"Applied Language and Culture Studies Lab, Faculty of Letters and Human Sciences, Chouaib Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101982752","display_name":"Hassane Razkane","orcid":"https://orcid.org/0000-0003-0144-5522"},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hassane Razkane","raw_affiliation_strings":["Applied Language and Culture Studies Lab, Faculty of Letters and Human Sciences, Chouaib Doukkali University, El Jadida, Morocco"],"affiliations":[{"raw_affiliation_string":"Applied Language and Culture Studies Lab, Faculty of Letters and Human Sciences, Chouaib Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025813551","display_name":"Mohamed Yeou","orcid":"https://orcid.org/0000-0001-7407-0974"},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Yeou","raw_affiliation_strings":["Applied Language and Culture Studies Lab, Faculty of Letters and Human Sciences, Chouaib Doukkali University, El Jadida, Morocco"],"affiliations":[{"raw_affiliation_string":"Applied Language and Culture Studies Lab, Faculty of Letters and Human Sciences, Chouaib Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5116808219"],"corresponding_institution_ids":["https://openalex.org/I4210125507"],"apc_list":{"value":990,"currency":"EUR","value_usd":1067},"apc_paid":{"value":990,"currency":"EUR","value_usd":1067},"fwci":35.7854,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.9961315,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11715","display_name":"Education and Critical Thinking Development","score":0.9986000061035156,"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/T11715","display_name":"Education and Critical Thinking Development","score":0.9986000061035156,"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/T12887","display_name":"Educational Strategies and Epistemologies","score":0.9430999755859375,"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/T11238","display_name":"Simulation-Based Education in Healthcare","score":0.916100025177002,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/technology-acceptance-model","display_name":"Technology acceptance model","score":0.6071621775627136},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5366866588592529},{"id":"https://openalex.org/keywords/critical-thinking","display_name":"Critical thinking","score":0.44215869903564453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.290496289730072},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.19236135482788086},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.1689516007900238},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.1207510232925415}],"concepts":[{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.6071621775627136},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5366866588592529},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.44215869903564453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.290496289730072},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.19236135482788086},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.1689516007900238},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.1207510232925415}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44163-025-00390-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00390-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00390-x.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8f63bb1a0262493c8cdf66734c9c632e","is_oa":true,"landing_page_url":"https://doaj.org/article/8f63bb1a0262493c8cdf66734c9c632e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Discover Artificial Intelligence, Vol 5, Iss 1, Pp 1-18 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44163-025-00390-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00390-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00390-x.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412612362.pdf","grobid_xml":"https://content.openalex.org/works/W4412612362.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1979290264","https://openalex.org/W2129660502","https://openalex.org/W2132900127","https://openalex.org/W2168569455","https://openalex.org/W2946263521","https://openalex.org/W2996289246","https://openalex.org/W3038650867","https://openalex.org/W3046652657","https://openalex.org/W3096978787","https://openalex.org/W3217611625","https://openalex.org/W4303456980","https://openalex.org/W4304943299","https://openalex.org/W4360981422","https://openalex.org/W4381620899","https://openalex.org/W4389346837","https://openalex.org/W4389705418","https://openalex.org/W4390010698","https://openalex.org/W4391075605","https://openalex.org/W4392112830","https://openalex.org/W4392153590","https://openalex.org/W4392518010","https://openalex.org/W4394607217","https://openalex.org/W4395070754","https://openalex.org/W4396229368","https://openalex.org/W4399027166","https://openalex.org/W4399032871","https://openalex.org/W4399324986","https://openalex.org/W4400264417","https://openalex.org/W4401332929","https://openalex.org/W4401513232","https://openalex.org/W4401578696","https://openalex.org/W4401610169","https://openalex.org/W4401667275","https://openalex.org/W4402483923","https://openalex.org/W4402526656","https://openalex.org/W4403834037","https://openalex.org/W4404181252","https://openalex.org/W4406228450","https://openalex.org/W4408866769","https://openalex.org/W6862024160"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2752817291","https://openalex.org/W3165991433","https://openalex.org/W2738833882","https://openalex.org/W2271939485","https://openalex.org/W4231363955","https://openalex.org/W118430736","https://openalex.org/W2502973707","https://openalex.org/W4318756705"],"abstract_inverted_index":{"Given":[0],"the":[1,28,37,42,54,69,126,178,183,200,202,211,226,232,244,248],"current":[2,55],"global":[3],"issues":[4],"and":[5,23,71,80,91,109,147,171,186,189,207,220],"recent":[6],"advancements":[7],"in":[8,51,75,130,153],"technology,":[9],"twenty-first":[10],"century/CT":[11],"skills":[12,261],"(CT)":[13],"are":[14],"not":[15],"only":[16],"essential":[17],"for":[18,252],"enhancing":[19],"students\u2019":[20,65],"lifelong":[21],"learning":[22],"employability":[24],"opportunities":[25],"but":[26,134],"also":[27,164],"overall":[29],"quality":[30],"of":[31,36,39,45,63,73,128,144,149,151,159,194,199,210,213,228,234,247],"their":[32,77,82],"education.":[33],"In":[34,197],"light":[35,198],"scarcity":[38],"research":[40,224,237],"on":[41,49,182],"perceived":[43,145],"impact":[44],"Artificial":[46],"intelligence":[47],"(AI)":[48],"CT":[50,129,219,260],"higher":[52],"education,":[53],"study":[56,203],"sets":[57],"to":[58,217,231,242],"offer":[59],"an":[60],"in-depth":[61],"understanding":[62,209],"doctoral":[64,102],"perception":[66],"regarding":[67,137],"both":[68],"benefits":[70],"challenges":[72],"AI":[74,152,168,195,215,263],"navigating":[76],"academic":[78,132,160,221,236],"endeavours":[79],"influencing":[81],"CT.":[83],"Framed":[84],"within":[85],"extended":[86,225,229],"technology":[87],"acceptance":[88],"model":[89],"(TAM2)":[90],"employing":[92],"a":[93,205],"qualitative":[94,240],"research,":[95],"semi-structured":[96],"interviews":[97],"were":[98],"conducted":[99],"with":[100,262],"fifteen":[101],"students":[103],"purposively":[104],"selected":[105],"from":[106],"different":[107,131,245],"national":[108],"international":[110],"universities.":[111],"A":[112],"reflective":[113,172],"thematic":[114],"analysis":[115],"was":[116,163],"carried":[117],"using":[118,214],"NVivo":[119],"software":[120],"version":[121],"15.":[122],"The":[123],"participants":[124],"unveiled":[125],"importance":[127],"tasks":[133],"lacked":[135],"knowledge":[136],"related":[138],"sub-skills.":[139],"Students":[140],"demonstrated":[141],"high":[142],"levels":[143],"usefulness":[146],"ease":[148],"use":[150],"aiding":[154],"them":[155],"at":[156],"various":[157],"aspects":[158],"research.":[161,222],"It":[162],"found":[165],"that":[166,256],"while":[167],"stimulated":[169],"critical":[170],"thinking,":[173],"it":[174],"hindered":[175],"creativity.":[176],"Meanwhile,":[177],"findings":[179,241],"shed":[180],"lights":[181],"limitations":[184],"(linguistic":[185],"performance":[187],"related)":[188],"drawbacks":[190],"(academic":[191],"dishonesty,":[192],"over-reliance)":[193],"use.":[196],"findings,":[201],"provided":[204],"detailed":[206],"thorough":[208],"experiences":[212],"tools":[216],"improve":[218],"This":[223],"framework":[227],"TAM":[230],"context":[233],"Gen-AI-assisted":[235],"by":[238],"providing":[239],"support":[243],"constructs":[246],"framework.":[249],"We":[250],"call":[251],"implementing":[253],"pedagogical":[254],"methods":[255],"can":[257],"effectively":[258],"blend":[259],"applications.":[264]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}