{"id":"https://openalex.org/W7222888024","doi":"https://doi.org/10.1922/comdem.v3i2s.18692","title":"The Impact of Generative Artificial Intelligence on Decision-Making Quality: A Comparative Cross-Country Analysis","display_name":"The Impact of Generative Artificial Intelligence on Decision-Making Quality: A Comparative Cross-Country Analysis","publication_year":2026,"publication_date":"2026-09-30","ids":{"openalex":"https://openalex.org/W7222888024","doi":"https://doi.org/10.1922/comdem.v3i2s.18692"},"language":"en","primary_location":{"id":"doi:10.1922/comdem.v3i2s.18692","doi":"https://doi.org/10.1922/comdem.v3i2s.18692","is_oa":true,"landing_page_url":"https://doi.org/10.1922/comdem.v3i2s.18692","pdf_url":"https://comdem.org/index.php/comdem/article/download/18692/12491","source":{"id":"https://openalex.org/S4404675604","display_name":"Computer and decision making.","issn_l":"3008-1416","issn":["3008-1416"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Decision Making: An International Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://comdem.org/index.php/comdem/article/download/18692/12491","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5159019033","display_name":"Samah Ali Mahmoud Iriqat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2802375135","display_name":"Rochester Christian University","ror":"https://ror.org/04sgyk254","country_code":"US","type":"education","lineage":["https://openalex.org/I2802375135"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samah Ali Mahmoud Iriqat","raw_affiliation_strings":["Rochester Christian University. United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rochester Christian University. United States of America","institution_ids":["https://openalex.org/I2802375135"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062232195","display_name":"Samerah Abdullah H. Al-Kazlah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Samerah Abdulah H Al-Kazlah","raw_affiliation_strings":["Assistant Professor, Business Administration, College of Business, King Khalid University, Kingdom of Saudi Arabia. Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor, Business Administration, College of Business, King Khalid University, Kingdom of Saudi Arabia. Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088260044","display_name":"Zahraa Ahmed Ismail Mohamed","orcid":"https://orcid.org/0009-0000-5350-8842","observed_orcids":["https://orcid.org/0009-0000-5350-8842"]},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Zahraa Ahmed Ismail Mohamed","raw_affiliation_strings":["Northern Border University; Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Border University; Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159013476","display_name":"AMANI ALI AL TOBI","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I209803261","display_name":"University of Nizwa","ror":"https://ror.org/01pxe3r04","country_code":"OM","type":"education","lineage":["https://openalex.org/I209803261"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"AMANI ALI AL TOBI","raw_affiliation_strings":["University of Nizwa. Sultanate of Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nizwa. Sultanate of Oman","institution_ids":["https://openalex.org/I209803261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159010750","display_name":"Laila.M.A.Bendaado","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210165767","display_name":"University of Gharyan","ror":"https://ror.org/02kxhqs80","country_code":"LY","type":"education","lineage":["https://openalex.org/I4210165767"]}],"countries":["LY"],"is_corresponding":false,"raw_author_name":"Laila.M.A.Bendaado","raw_affiliation_strings":["University of Gharyan / Faculty of Education \u2013 Gharyan. Libya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Gharyan / Faculty of Education \u2013 Gharyan. Libya","institution_ids":["https://openalex.org/I4210165767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5158961411","display_name":"Alqurashi Daher","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alqurashi Daher","raw_affiliation_strings":["APEXSCI INTERNATIONAL UNIVERSITY. JORDAN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"APEXSCI INTERNATIONAL UNIVERSITY. JORDAN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5155904953","display_name":"Mohammed Rochdi Aboulaithe","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Rochdi ABOULAITHE","raw_affiliation_strings":["Higher Normal School of Teachers Sidi Mohamed Ben Abdellah University. Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher Normal School of Teachers Sidi Mohamed Ben Abdellah University. Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073497177","display_name":"Asahaq Naser Hussain","orcid":"https://orcid.org/0000-0003-0813-0398","observed_orcids":["https://orcid.org/0000-0003-0813-0398"]},"institutions":[{"id":"https://openalex.org/I202735123","display_name":"Thi Qar University","ror":"https://ror.org/02ypa8k59","country_code":"IQ","type":"education","lineage":["https://openalex.org/I202735123"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Asahaq Naser Hussain","raw_affiliation_strings":["Fes of Administration and Economics - University of thi-Qar, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fes of Administration and Economics - University of thi-Qar, Iraq","institution_ids":["https://openalex.org/I202735123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5158992110","display_name":"Hanan Elsayed","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I199693650","display_name":"Umm al-Qura University","ror":"https://ror.org/01xjqrm90","country_code":"SA","type":"education","lineage":["https://openalex.org/I199693650"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hanan Elsayed","raw_affiliation_strings":["Umm Al Quwain University. United Arab of Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Umm Al Quwain University. United Arab of Emirates","institution_ids":["https://openalex.org/I199693650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5158990812","display_name":"Asma S. Mohamed Elmabruk Alsarrah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2802375135","display_name":"Rochester Christian University","ror":"https://ror.org/04sgyk254","country_code":"US","type":"education","lineage":["https://openalex.org/I2802375135"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Asma S. Mohamed Elmabruk Alsarrah","raw_affiliation_strings":["Rochester Christian University. United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rochester Christian University. United States of America","institution_ids":["https://openalex.org/I2802375135"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"2S","first_page":"331","last_page":"353"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.5990999937057495,"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"}},"topics":[{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.5990999937057495,"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"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.19130000472068787,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.1298000067472458,"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/generative-ai","display_name":"generative AI","score":0.9990000128746033},{"id":"https://openalex.org/keywords/decision-quality","display_name":"decision quality","score":0.8529999852180481},{"id":"https://openalex.org/keywords/decision-support","display_name":"decision support","score":0.9409999847412109},{"id":"https://openalex.org/keywords/responsible-ai","display_name":"responsible AI","score":0.8610000014305115},{"id":"https://openalex.org/keywords/ai-literacy","display_name":"AI literacy","score":0.8659999966621399},{"id":"https://openalex.org/keywords/human-oversight","display_name":"human oversight","score":0.8880000114440918},{"id":"https://openalex.org/keywords/ai-transparency","display_name":"AI transparency","score":0.828000009059906},{"id":"https://openalex.org/keywords/cross-national-comparison","display_name":"cross-national comparison","score":0.828000009059906}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5997999906539917},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5224000215530396},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.49779999256134033},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4936000108718872},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4767000079154968},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4641999900341034},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4440000057220459},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3912000060081482},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.366100013256073},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.33799999952316284},{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.32519999146461487},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3197999894618988},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.3109000027179718},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.28029999136924744},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2583000063896179},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.25780001282691956},{"id":"https://openalex.org/C2779351106","wikidata":"https://www.wikidata.org/wiki/Q24965456","display_name":"Decision quality","level":3,"score":0.2556000053882599}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1922/comdem.v3i2s.18692","doi":"https://doi.org/10.1922/comdem.v3i2s.18692","is_oa":true,"landing_page_url":"https://doi.org/10.1922/comdem.v3i2s.18692","pdf_url":"https://comdem.org/index.php/comdem/article/download/18692/12491","source":{"id":"https://openalex.org/S4404675604","display_name":"Computer and decision making.","issn_l":"3008-1416","issn":["3008-1416"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Decision Making: An International Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1922/comdem.v3i2s.18692","doi":"https://doi.org/10.1922/comdem.v3i2s.18692","is_oa":true,"landing_page_url":"https://doi.org/10.1922/comdem.v3i2s.18692","pdf_url":"https://comdem.org/index.php/comdem/article/download/18692/12491","source":{"id":"https://openalex.org/S4404675604","display_name":"Computer and decision making.","issn_l":"3008-1416","issn":["3008-1416"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Decision Making: An International Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7222888024.pdf","grobid_xml":"https://content.openalex.org/works/W7222888024.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1791587663","https://openalex.org/W4399992361","https://openalex.org/W4400195536","https://openalex.org/W4404389403","https://openalex.org/W4407142724","https://openalex.org/W4415213762","https://openalex.org/W7084093236","https://openalex.org/W7087593047","https://openalex.org/W7140072452","https://openalex.org/W7148628888","https://openalex.org/W7162021547","https://openalex.org/W7163140664"],"related_works":["https://openalex.org/W7222842768","https://openalex.org/W7152616960","https://openalex.org/W7161221080","https://openalex.org/W7214446959","https://openalex.org/W4407930496","https://openalex.org/W7214586845","https://openalex.org/W4410982275","https://openalex.org/W7214392757","https://openalex.org/W7214461366","https://openalex.org/W7202257620"],"abstract_inverted_index":{"Generative":[0],"artificial":[1],"intelligence":[2],"(GenAI)":[3],"is":[4,98,181,200],"increasingly":[5],"used":[6],"for":[7,168,202],"information":[8],"retrieval,":[9],"analysis,":[10],"content":[11],"generation,":[12],"and":[13,49,61,80,114,166],"decision":[14,154],"support.":[15],"However,":[16],"cross-country":[17,216],"evidence":[18,150,159,199,210],"linking":[19],"GenAI":[20,52,74,95,198,220],"use":[21,96],"directly":[22],"to":[23],"decision-making":[24,222],"quality":[25],"remains":[26],"limited":[27],"because":[28],"available":[29,201],"secondary":[30,209],"datasets":[31],"do":[32],"not":[33,145,182,212],"measure":[34],"these":[35],"constructs":[36],"with":[37,101],"a":[38,45,69,102,194,214],"common":[39],"instrument.":[40],"This":[41],"study":[42,177],"therefore":[43,192],"uses":[44,68],"multi-source":[46],"secondary-data":[47],"design":[48],"distinguishes":[50],"direct":[51,197],"measures,":[53,56],"broader":[54],"AI":[55,87,161],"decision-support":[57,103,204],"activities,":[58,205],"decision-related":[59],"outcomes,":[60],"country-level":[62,89],"responsible-AI":[63],"indicators.":[64],"The":[65,142,190],"empirical":[66],"analysis":[67,143],"900-observation":[70],"U.S.":[71,93],"repeated":[72],"cross-sectional":[73],"survey":[75],"covering":[76],"three":[77],"waves":[78],"(2024\u20132026)":[79],"the":[81,92,171,175,185,207],"2026":[82],"Global":[83],"Index":[84],"on":[85,107,160],"Responsible":[86],"(GIRAI)":[88],"dataset.":[90],"In":[91],"survey,":[94],"frequency":[97],"positively":[99],"associated":[100],"activity":[104],"index":[105],"based":[106],"getting":[108],"information,":[109],"generating":[110],"ideas":[111],"or":[112],"solutions,":[113],"asking":[115],"advice":[116],"(N":[117],"=":[118,123,126,136,140],"896;":[119],"robust":[120],"OLS":[121],"coefficient":[122],"0.711,":[124],"SE":[125],"0.022,":[127],"p":[128],"<":[129],".001,":[130],"95%":[131],"CI":[132],"[0.667,":[133],"0.754],":[134],"R\u00b2":[135],".547;":[137],"standardized":[138],"\u03b2":[139],".733).":[141],"does":[144,211],"interpret":[146],"this":[147],"association":[148],"as":[149],"of":[151,170],"improved":[152],"organizational":[153],"quality.":[155,223],"GIRAI":[156,187],"provides":[157],"contextual":[158],"literacy,":[162],"human":[163],"oversight,":[164],"transparency,":[165],"skills":[167],"seven":[169],"eight":[172],"countries":[173],"in":[174,184],"original":[176],"scope,":[178],"while":[179],"Iraq":[180],"represented":[183],"supplied":[186,208],"country":[188],"file.":[189],"findings":[191],"support":[193],"narrower":[195],"conclusion:":[196],"some":[203],"but":[206],"justify":[213],"unified":[215],"causal":[217],"claim":[218],"that":[219],"improves":[221]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-19T00:00:00"}
