{"id":"https://openalex.org/W4412999287","doi":"https://doi.org/10.1016/j.caeai.2025.100456","title":"Unveiling the dynamics of generative AI adoption: A business intelligence analysis through topic modeling-based bibliometric study","display_name":"Unveiling the dynamics of generative AI adoption: A business intelligence analysis through topic modeling-based bibliometric study","publication_year":2025,"publication_date":"2025-08-06","ids":{"openalex":"https://openalex.org/W4412999287","doi":"https://doi.org/10.1016/j.caeai.2025.100456"},"language":"en","primary_location":{"id":"doi:10.1016/j.caeai.2025.100456","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2025.100456","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"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":"Computers and Education: Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.caeai.2025.100456","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041170315","display_name":"Hanadi Aldreabi","orcid":"https://orcid.org/0000-0002-9495-2437"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Hanadi Aldreabi","raw_affiliation_strings":["School of Arts, The University of Jordan, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Arts, The University of Jordan, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092160060","display_name":"Mohammad Alhur","orcid":null},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Alhur","raw_affiliation_strings":["Faculty of Business, Alzaytoonah University of Jordan, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Business, Alzaytoonah University of Jordan, Jordan","institution_ids":["https://openalex.org/I145019703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074581074","display_name":"Manaf Al\u2010Okaily","orcid":"https://orcid.org/0000-0002-1610-7385"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]},{"id":"https://openalex.org/I27570832","display_name":"Jadara University","ror":"https://ror.org/001drnv35","country_code":"JO","type":"education","lineage":["https://openalex.org/I27570832"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Manaf Al-Okaily","raw_affiliation_strings":["Jadara University, The University of Jordan, Jordan"],"raw_orcid":"https://orcid.org/0000-0002-1610-7385","affiliations":[{"raw_affiliation_string":"Jadara University, The University of Jordan, Jordan","institution_ids":["https://openalex.org/I27570832","https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064364646","display_name":"Dhia Qasim","orcid":"https://orcid.org/0000-0001-8422-4252"},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Dhia Qasim","raw_affiliation_strings":["Faculty of Business, Alzaytoonah University of Jordan, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Business, Alzaytoonah University of Jordan, Jordan","institution_ids":["https://openalex.org/I145019703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093083571","display_name":"Nisreen Kareem Salama Dahdoul","orcid":"https://orcid.org/0009-0002-7084-8974"},"institutions":[{"id":"https://openalex.org/I146367977","display_name":"Applied Science Private University","ror":"https://ror.org/01ah6nb52","country_code":"JO","type":"education","lineage":["https://openalex.org/I146367977"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Nisreen K. Dahdoul","raw_affiliation_strings":["Faculty of Arts & Science, Applied Science Private University, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Arts & Science, Applied Science Private University, Jordan","institution_ids":["https://openalex.org/I146367977"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024802866","display_name":"Fadi Shehab Shiyyab","orcid":"https://orcid.org/0000-0001-6303-1312"},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Fadi S. Shiyyab","raw_affiliation_strings":["School of Business, The Hashemite University, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, The Hashemite University, Jordan","institution_ids":["https://openalex.org/I157392197"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":3.2672,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.92718795,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"100456","last_page":"100456"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5886247158050537},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5103680491447449},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.45448610186576843},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4452989101409912},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.4284048080444336},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4036979377269745},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3539296090602875},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34383857250213623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33593225479125977},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.25289708375930786},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1853344738483429}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5886247158050537},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5103680491447449},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.45448610186576843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4452989101409912},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.4284048080444336},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4036979377269745},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3539296090602875},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34383857250213623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33593225479125977},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25289708375930786},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1853344738483429},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.caeai.2025.100456","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2025.100456","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"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":"Computers and Education: Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:653b6987020f4d8fb05656e6bb351166","is_oa":true,"landing_page_url":"https://doaj.org/article/653b6987020f4d8fb05656e6bb351166","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers and Education: Artificial Intelligence, Vol 9, Iss , Pp 100456- (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.caeai.2025.100456","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2025.100456","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"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":"Computers and Education: Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323382","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":166,"referenced_works":["https://openalex.org/W1965442895","https://openalex.org/W2223092947","https://openalex.org/W2306119308","https://openalex.org/W2755950973","https://openalex.org/W3035074978","https://openalex.org/W3045784883","https://openalex.org/W3046572078","https://openalex.org/W3160856016","https://openalex.org/W3194665434","https://openalex.org/W3195142282","https://openalex.org/W4223908620","https://openalex.org/W4225289236","https://openalex.org/W4225787309","https://openalex.org/W4296748689","https://openalex.org/W4297108484","https://openalex.org/W4297123736","https://openalex.org/W4297534176","https://openalex.org/W4307321238","https://openalex.org/W4307896421","https://openalex.org/W4310154106","https://openalex.org/W4312091562","https://openalex.org/W4312234649","https://openalex.org/W4312389220","https://openalex.org/W4316253885","https://openalex.org/W4318972509","https://openalex.org/W4319457554","https://openalex.org/W4319785927","https://openalex.org/W4322494770","https://openalex.org/W4322617812","https://openalex.org/W4360620450","https://openalex.org/W4366679995","https://openalex.org/W4367852612","https://openalex.org/W4377091347","https://openalex.org/W4377197101","https://openalex.org/W4378194344","https://openalex.org/W4378448767","https://openalex.org/W4378978248","https://openalex.org/W4379136378","https://openalex.org/W4379651111","https://openalex.org/W4380083162","https://openalex.org/W4380537811","https://openalex.org/W4381997112","https://openalex.org/W4382751541","https://openalex.org/W4383312437","https://openalex.org/W4383959108","https://openalex.org/W4384659608","https://openalex.org/W4384661504","https://openalex.org/W4385278310","https://openalex.org/W4386070266","https://openalex.org/W4386178880","https://openalex.org/W4386193878","https://openalex.org/W4386198281","https://openalex.org/W4386221177","https://openalex.org/W4386251129","https://openalex.org/W4386347795","https://openalex.org/W4386417345","https://openalex.org/W4386498696","https://openalex.org/W4386693657","https://openalex.org/W4386729081","https://openalex.org/W4386836433","https://openalex.org/W4386864276","https://openalex.org/W4386913199","https://openalex.org/W4386935603","https://openalex.org/W4387144847","https://openalex.org/W4387190119","https://openalex.org/W4387379065","https://openalex.org/W4387546002","https://openalex.org/W4387568360","https://openalex.org/W4387788919","https://openalex.org/W4387880927","https://openalex.org/W4387954002","https://openalex.org/W4388047102","https://openalex.org/W4388108480","https://openalex.org/W4388202310","https://openalex.org/W4388289061","https://openalex.org/W4388333366","https://openalex.org/W4388417690","https://openalex.org/W4388476005","https://openalex.org/W4388551749","https://openalex.org/W4388728551","https://openalex.org/W4388897954","https://openalex.org/W4389137712","https://openalex.org/W4389232726","https://openalex.org/W4389276267","https://openalex.org/W4389366811","https://openalex.org/W4389856535","https://openalex.org/W4390082902","https://openalex.org/W4390098701","https://openalex.org/W4390229778","https://openalex.org/W4390609372","https://openalex.org/W4390665705","https://openalex.org/W4390989670","https://openalex.org/W4391062514","https://openalex.org/W4391294614","https://openalex.org/W4391404408","https://openalex.org/W4391483938","https://openalex.org/W4391615642","https://openalex.org/W4392164689","https://openalex.org/W4392214313","https://openalex.org/W4393219555","https://openalex.org/W4393246041","https://openalex.org/W4395674049","https://openalex.org/W4396723310","https://openalex.org/W4398778646","https://openalex.org/W4399324297","https://openalex.org/W4399324440","https://openalex.org/W4399392720","https://openalex.org/W4399476228","https://openalex.org/W4399505588","https://openalex.org/W4400077472","https://openalex.org/W4400428555","https://openalex.org/W4400725993","https://openalex.org/W4400772499","https://openalex.org/W4400912912","https://openalex.org/W4401385304","https://openalex.org/W4401811175","https://openalex.org/W4402270810","https://openalex.org/W4402928796","https://openalex.org/W4402950255","https://openalex.org/W4402986160","https://openalex.org/W4403043150","https://openalex.org/W4403363787","https://openalex.org/W4403405651","https://openalex.org/W4404147229","https://openalex.org/W4404633348","https://openalex.org/W4405612130","https://openalex.org/W4405644397","https://openalex.org/W4406870459","https://openalex.org/W4406883103","https://openalex.org/W4407261899","https://openalex.org/W4407686375","https://openalex.org/W4408068554","https://openalex.org/W4408277569","https://openalex.org/W4409746763","https://openalex.org/W4410081268","https://openalex.org/W4410376928","https://openalex.org/W4411395770","https://openalex.org/W4411816895","https://openalex.org/W6679482899","https://openalex.org/W6850090823","https://openalex.org/W6850621376","https://openalex.org/W6852264627","https://openalex.org/W6853504652","https://openalex.org/W6853804959","https://openalex.org/W6856013587","https://openalex.org/W6856093510","https://openalex.org/W6856479600","https://openalex.org/W6856483637","https://openalex.org/W6856975292","https://openalex.org/W6857193164","https://openalex.org/W6857242969","https://openalex.org/W6857925556","https://openalex.org/W6857934058","https://openalex.org/W6858178436","https://openalex.org/W6858581249","https://openalex.org/W6858590418","https://openalex.org/W6859155599","https://openalex.org/W6859505796","https://openalex.org/W6859553100","https://openalex.org/W6860935250","https://openalex.org/W6865006786","https://openalex.org/W6868602865","https://openalex.org/W6869307294","https://openalex.org/W6873700502","https://openalex.org/W6879820985","https://openalex.org/W6922742123"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4391584540","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4395044357","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W2087346071","https://openalex.org/W2967848559"],"abstract_inverted_index":{"Generative":[0],"Artificial":[1],"Intelligence":[2,61],"(GenAI)":[3],"has":[4,120,159],"gained":[5],"notable":[6],"attention":[7],"in":[8,53,91,98,126,137,171,194],"educational":[9,54],"literature,":[10],"with":[11,30,186],"supporters":[12],"and":[13,37,63,67,81,93,184],"critics":[14],"expressing":[15],"varying":[16],"opinions.":[17],"Despite":[18],"its":[19,138],"popularity,":[20],"only":[21],"a":[22,58,149],"few":[23],"reviews":[24],"are":[25],"available":[26],"on":[27,51,71,124,176],"the":[28,45,49,72,87,99,105,116,121,133,141,156,190],"subject,":[29],"limitations":[31],"such":[32],"as":[33],"small":[34],"sample":[35],"sizes":[36],"limited":[38],"scope.":[39],"This":[40],"study":[41,181],"aims":[42],"to":[43,103,169],"clarify":[44],"major":[46],"themes":[47],"influencing":[48],"discussion":[50],"GenAI":[52,90,125,170,193],"contexts.":[55],"It":[56],"employs":[57],"strong":[59,145],"Business":[60],"paradigm":[62],"uses":[64],"bibliometric":[65,82],"analysis":[66],"topic":[68,76],"modeling":[69],"focusing":[70],"R":[73],"program's":[74],"structural":[75],"model":[77],"(STM)":[78],"Package,":[79],"VOSviewer,":[80],"software.":[83],"The":[84,111],"results":[85],"highlight":[86],"esteem":[88],"of":[89,95,109,118,152,192],"education":[92],"evidence":[94],"international":[96],"collaboration":[97],"research":[100],"process":[101],"dedicated":[102],"enhancing":[104],"rapidly":[106],"evolving":[107],"field":[108,134],"GenAI.":[110],"scientometric":[112],"indexes":[113],"indicate":[114],"that":[115,132],"diversity":[117],"journals":[119],"significant":[122],"impact":[123],"education.":[127,172,195],"While":[128],"Lotka's":[129],"Law":[130],"suggests":[131],"is":[135],"still":[136],"early":[139],"stages,":[140],"collaborative":[142],"network":[143],"demonstrates":[144],"connections":[146],"among":[147],"researchers,":[148],"positive":[150],"indicator":[151],"future":[153,191],"progress.":[154],"Moreover,":[155],"STM":[157],"method":[158],"identified":[160],"nine":[161],"pivotal":[162],"topics":[163],"grouped":[164],"into":[165,189],"three":[166],"categories":[167],"relating":[168],"By":[173],"shedding":[174],"light":[175],"these":[177],"emerging":[178],"themes,":[179],"this":[180],"provides":[182],"educators":[183],"researchers":[185],"valuable":[187],"insights":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}