{"id":"https://openalex.org/W4408083693","doi":"https://doi.org/10.17323/1728-192x-2024-4-140-172","title":"The Impact of Socio-Cultural and Demographic Factors on Gen AI Accessibility, Usability, and Applicability in the UAE","display_name":"The Impact of Socio-Cultural and Demographic Factors on Gen AI Accessibility, Usability, and Applicability in the UAE","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4408083693","doi":"https://doi.org/10.17323/1728-192x-2024-4-140-172"},"language":"en","primary_location":{"id":"doi:10.17323/1728-192x-2024-4-140-172","doi":"https://doi.org/10.17323/1728-192x-2024-4-140-172","is_oa":true,"landing_page_url":"https://doi.org/10.17323/1728-192x-2024-4-140-172","pdf_url":"https://sociologica.hse.ru/data/2025/01/26/1973019561/SocOboz 2024-4-140-172.pdf","source":{"id":"https://openalex.org/S4210223199","display_name":"Sotsiologicheskoe Obozrenie / Russian Sociological Review","issn_l":"1728-192X","issn":["1728-192X","1728-1938"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310312710","host_organization_name":"National Research University \u2013 Higher School of Economics","host_organization_lineage":["https://openalex.org/P4310312710"],"host_organization_lineage_names":["National Research University \u2013 Higher School of Economics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sotsiologicheskoe Obozrenie / Russian Sociological Review","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://sociologica.hse.ru/data/2025/01/26/1973019561/SocOboz 2024-4-140-172.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047326513","display_name":"Aizhan Shomotova","orcid":"https://orcid.org/0000-0002-1168-9224","observed_orcids":["https://orcid.org/0000-0002-1168-9224"]},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Aizhan Shomotova","raw_affiliation_strings":["College of Interdisciplinary Studies , Zayed University Address : P. O. Box 144534 , Abu Dhabi , UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Interdisciplinary Studies , Zayed University Address : P. O. Box 144534 , Abu Dhabi , UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031751153","display_name":"Salwa Habib Husain","orcid":"https://orcid.org/0000-0002-5563-4188","observed_orcids":["https://orcid.org/0000-0002-5563-4188"]},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Salwa Husain","raw_affiliation_strings":["College of Interdisciplinary Studies , Zayed University Address : P. O. Box 144534 , Abu Dhabi , UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Interdisciplinary Studies , Zayed University Address : P. O. Box 144534 , Abu Dhabi , UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001636312","display_name":"Areej ElSayary","orcid":"https://orcid.org/0000-0002-5554-0069","observed_orcids":["https://orcid.org/0000-0002-5554-0069"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Areej Elsayary","raw_affiliation_strings":["College of Interdisciplinary Studies , Address: P. O. Box 144534 , Abu Dhabi , UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Interdisciplinary Studies , Address: P. O. Box 144534 , Abu Dhabi , UAE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019925147","display_name":"Arindam Kumar Das","orcid":"https://orcid.org/0000-0001-6139-9922","observed_orcids":["https://orcid.org/0000-0001-6139-9922","https://orcid.org/0000-0001-9564-691X"]},"institutions":[{"id":"https://openalex.org/I144614875","display_name":"Alliance University","ror":"https://ror.org/03f4gsr42","country_code":"IN","type":"education","lineage":["https://openalex.org/I144614875"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arindam Das","raw_affiliation_strings":["School of Liberal Arts Alliance University Address: Chikkahagade Cross , Chandapura-Anekal Main Road Anekal , Bangalore - 562106 , Karnataka , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Liberal Arts Alliance University Address: Chikkahagade Cross , Chandapura-Anekal Main Road Anekal , Bangalore - 562106 , Karnataka , India","institution_ids":["https://openalex.org/I144614875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060905181","display_name":"Glenn W. Muschert","orcid":"https://orcid.org/0000-0003-3748-4961","observed_orcids":["https://orcid.org/0000-0003-3748-4961"]},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Glenn Muschert","raw_affiliation_strings":["Department of Public Health and Epidemiology College of Medicine and Health Sciences , Khalifa University or Science and Technology Address: \u0420.\u041e. Box 127788 , Abu Dhabi , UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Health and Epidemiology College of Medicine and Health Sciences , Khalifa University or Science and Technology Address: \u0420.\u041e. Box 127788 , Abu Dhabi , UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8327,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92644879,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"24","issue":"4","first_page":"140","last_page":"172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9970999956130981,"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":0.9970999956130981,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0010000000474974513,"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/T12515","display_name":"Gender and Technology in Education","score":0.00019999999494757503,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.8669999837875366},{"id":"https://openalex.org/keywords/chatgpt","display_name":"ChatGPT","score":0.9290000200271606},{"id":"https://openalex.org/keywords/ai-adoption-in-higher-education","display_name":"AI adoption in higher education","score":0.8820000290870667},{"id":"https://openalex.org/keywords/sociocultural-factors","display_name":"sociocultural factors","score":0.9549999833106995},{"id":"https://openalex.org/keywords/demographic-factors","display_name":"demographic factors","score":0.9819999933242798},{"id":"https://openalex.org/keywords/gender-differences","display_name":"gender differences","score":0.7409999966621399},{"id":"https://openalex.org/keywords/digital-literacy","display_name":"digital literacy","score":0.7670000195503235},{"id":"https://openalex.org/keywords/ai-accessibility","display_name":"AI accessibility","score":0.5740000009536743},{"id":"https://openalex.org/keywords/ai-usability","display_name":"AI usability","score":0.8410000205039978},{"id":"https://openalex.org/keywords/private-international-schools","display_name":"private international schools","score":0.7200000286102295},{"id":"https://openalex.org/keywords/ai-literacy-education","display_name":"AI literacy education","score":0.7179999947547913},{"id":"https://openalex.org/keywords/united-arab-emirates","display_name":"United Arab Emirates","score":0.9570000171661377}],"concepts":[{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.8604949116706848},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3987715244293213},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32861340045928955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28939250111579895},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.1716117262840271}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.17323/1728-192x-2024-4-140-172","doi":"https://doi.org/10.17323/1728-192x-2024-4-140-172","is_oa":true,"landing_page_url":"https://doi.org/10.17323/1728-192x-2024-4-140-172","pdf_url":"https://sociologica.hse.ru/data/2025/01/26/1973019561/SocOboz 2024-4-140-172.pdf","source":{"id":"https://openalex.org/S4210223199","display_name":"Sotsiologicheskoe Obozrenie / Russian Sociological Review","issn_l":"1728-192X","issn":["1728-192X","1728-1938"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310312710","host_organization_name":"National Research University \u2013 Higher School of Economics","host_organization_lineage":["https://openalex.org/P4310312710"],"host_organization_lineage_names":["National Research University \u2013 Higher School of Economics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sotsiologicheskoe Obozrenie / Russian Sociological Review","raw_type":"journal-article"},{"id":"pmh:https://cyberleninka.ru/article/n/the-impact-of-socio-cultural-and-demographic-factors-on-gen-ai-accessibility-usability-and-applicability-in-the-uae","doi":null,"is_oa":false,"landing_page_url":"https://cyberleninka.ru/article/n/the-impact-of-socio-cultural-and-demographic-factors-on-gen-ai-accessibility-usability-and-applicability-in-the-uae","pdf_url":null,"source":{"id":"https://openalex.org/S4306401404","display_name":"CyberLeninK (CyberLeninka)","issn_l":null,"issn":null,"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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.17323/1728-192x-2024-4-140-172","doi":"https://doi.org/10.17323/1728-192x-2024-4-140-172","is_oa":true,"landing_page_url":"https://doi.org/10.17323/1728-192x-2024-4-140-172","pdf_url":"https://sociologica.hse.ru/data/2025/01/26/1973019561/SocOboz 2024-4-140-172.pdf","source":{"id":"https://openalex.org/S4210223199","display_name":"Sotsiologicheskoe Obozrenie / Russian Sociological Review","issn_l":"1728-192X","issn":["1728-192X","1728-1938"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310312710","host_organization_name":"National Research University \u2013 Higher School of Economics","host_organization_lineage":["https://openalex.org/P4310312710"],"host_organization_lineage_names":["National Research University \u2013 Higher School of Economics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sotsiologicheskoe Obozrenie / Russian Sociological Review","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.975600004196167,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"},{"score":0.8974000215530396,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408083693.pdf","grobid_xml":"https://content.openalex.org/works/W4408083693.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W4297847145","https://openalex.org/W4381546750","https://openalex.org/W4387030600","https://openalex.org/W4396832913","https://openalex.org/W4400344961"],"related_works":["https://openalex.org/W7117310256","https://openalex.org/W4414354802","https://openalex.org/W4402755921","https://openalex.org/W7168166799","https://openalex.org/W4415360361","https://openalex.org/W7151395326","https://openalex.org/W7027473381","https://openalex.org/W4408983802","https://openalex.org/W4416572893","https://openalex.org/W7221916324"],"abstract_inverted_index":{"Despite":[0],"rapid":[1],"AI":[2,16,36,83,85,141,158,171,204,243,260],"integration":[3],"in":[4,14,18,43,162,210,245,269,299],"education":[5,108],"globally,":[6],"the":[7,22,29,106,127,150,178,197,235,251],"role":[8],"of":[9,34,129,156],"socio-cultural":[10],"and":[11,32,65,86,88,97,132,153,165,181,196,215,262,271],"demographic":[12,63,87],"factors":[13,240],"shaping":[15],"adoption":[17,244],"diverse":[19,248],"settings":[20],"like":[21,193,250],"UAE":[23],"remains":[24],"underexplored.":[25],"This":[26,231],"study":[27,232],"explores":[28],"accessibility,":[30],"usability,":[31],"applicability":[33],"generative":[35],"(Gen":[37],"AI)":[38],"tools,":[39],"such":[40,91],"as":[41,92,143],"ChatGPT,":[42],"higher":[44,116,300],"education,":[45],"focusing":[46],"on":[47,69,134],"Emirati":[48],"university":[49],"students.":[50],"Employing":[51],"a":[52,101,144,246],"mixed-methods":[53],"research":[54],"design,":[55],"data":[56],"were":[57],"collected":[58],"from":[59,111],"83":[60],"students":[61,148,176],"through":[62],"surveys":[64],"structured":[66],"reflections":[67],"based":[68],"Gibbs\u2019":[70],"Reflective":[71],"Cycle":[72],"(Gibbs,":[73],"1988).":[74],"Quantitative":[75],"analysis":[76,138],"showed":[77,121,174],"strong":[78],"links":[79],"between":[80],"how":[81,182],"Gen":[82,140,157,170,203,242,259,292],"uses":[84],"educational":[89,130],"factors,":[90],"high":[93],"school":[94],"type,":[95],"gender,":[96],"academic":[98,217],"performance,":[99],"with":[100,147],"slight":[102],"trend":[103],"seen":[104],"for":[105],"father\u2019s":[107],"level.":[109],"Students":[110],"private":[112],"international":[113],"schools":[114],"reported":[115],"daily":[117],"usage,":[118],"while":[119,295],"females":[120],"greater":[122],"weekly":[123],"usage":[124],"frequencies,":[125],"emphasizing":[126],"influence":[128],"background":[131],"gender":[133],"technology":[135],"adoption.":[136],"Thematic":[137],"identified":[139],"accessibility":[142],"key":[145],"theme,":[146],"highlighting":[149],"instant":[151],"feedback":[152,180],"time-saving":[154],"benefits":[155],"tools.":[159],"However,":[160,188],"disparities":[161],"digital":[163],"literacy":[164,261],"infrastructural":[166],"challenges":[167,298],"remain.":[168],"The":[169,202,253],"Usability":[172],"Study":[173],"that":[175,224,258],"liked":[177],"detailed":[179],"it":[183,225,256],"broke":[184],"down":[185],"complex":[186],"ideas.":[187],"they":[189,220],"ran":[190],"into":[191],"problems":[192],"prompt":[194],"sensitivity":[195],"need":[198],"to":[199,234,275,288],"verify":[200],"output.":[201],"Applicability":[205],"results":[206,254],"emphasized":[207],"ChatGPT\u2019s":[208],"help":[209,289],"creating":[211],"content,":[212],"improving":[213],"language,":[214],"organizing":[216],"material,":[218],"but":[219],"also":[221],"pointed":[222],"out":[223],"has":[226,278],"trouble":[227],"following":[228],"assignment-specific":[229],"rules.":[230],"contributes":[233],"literature":[236],"by":[237],"addressing":[238],"socio-demographic":[239],"influencing":[241],"culturally":[247],"setting":[249],"UAE.":[252],"make":[255],"clear":[257],"critical":[263],"evaluation":[264],"skills":[265],"must":[266],"be":[267],"taught":[268],"schools,":[270],"strategies":[272],"are":[273],"necessary":[274],"ensure":[276],"everyone":[277],"equal":[279],"access":[280],"(Ben":[281],"Romdhane":[282],"et":[283],"al.,":[284],"2023).":[285],"Recommendations":[286],"aim":[287],"educators":[290],"leverage":[291],"AI\u2019s":[293],"potential":[294],"mitigating":[296],"its":[297],"education.":[301]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-03-03T00:00:00"}