{"id":"https://openalex.org/W4416257568","doi":"https://doi.org/10.48550/arxiv.2509.18233","title":"Perceptions of AI Across Sectors: A Comparative Review of Public Attitudes","display_name":"Perceptions of AI Across Sectors: A Comparative Review of Public Attitudes","publication_year":2025,"publication_date":"2025-09-22","ids":{"openalex":"https://openalex.org/W4416257568","doi":"https://doi.org/10.48550/arxiv.2509.18233"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2509.18233","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2509.18233","pdf_url":"https://arxiv.org/pdf/2509.18233","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2509.18233","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011955626","display_name":"Filip Bia\u0142y","orcid":"https://orcid.org/0000-0001-5093-9081","observed_orcids":["https://orcid.org/0000-0001-5093-9081"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bialy, Filip","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018732292","display_name":"Mark James Elliot","orcid":"https://orcid.org/0000-0002-3142-4493","observed_orcids":["https://orcid.org/0000-0002-3142-4493","https://orcid.org/0009-0001-6283-2369"]},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Elliot, Mark","raw_affiliation_strings":["The University of Manchester"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Manchester","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081271652","display_name":"Robert Meckin","orcid":"https://orcid.org/0000-0003-1071-9679","observed_orcids":["https://orcid.org/0000-0003-1071-9679"]},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Meckin, Robert","raw_affiliation_strings":["The University of Manchester"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Manchester","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":9,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9932000041007996,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9932000041007996,"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/T11573","display_name":"Risk Perception and Management","score":0.0008999999845400453,"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"}},{"id":"https://openalex.org/T12503","display_name":"Social Acceptance of Renewable Energy","score":0.000699999975040555,"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/artificial-intelligence-acceptance","display_name":"AI acceptance","score":0.628000020980835},{"id":"https://openalex.org/keywords/resistance-to-ai","display_name":"resistance to AI","score":0.6420000195503235},{"id":"https://openalex.org/keywords/perceived-benefits-and-risks","display_name":"perceived benefits and risks","score":0.7319999933242798},{"id":"https://openalex.org/keywords/institutional-trust","display_name":"institutional trust","score":0.6700000166893005},{"id":"https://openalex.org/keywords/perceived-fairness","display_name":"perceived fairness","score":0.9940000176429749},{"id":"https://openalex.org/keywords/ai-ethics","display_name":"AI ethics","score":0.7839999794960022},{"id":"https://openalex.org/keywords/responsible-ai-governance","display_name":"responsible AI governance","score":0.8650000095367432},{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.777999997138977},{"id":"https://openalex.org/keywords/autonomous-vehicles","display_name":"autonomous vehicles","score":0.9980000257492065},{"id":"https://openalex.org/keywords/health-care","display_name":"health care","score":0.6769999861717224},{"id":"https://openalex.org/keywords/security","display_name":"security","score":0.8790000081062317},{"id":"https://openalex.org/keywords/public-administration","display_name":"public administration","score":0.9679999947547913},{"id":"https://openalex.org/keywords/cultural-narratives","display_name":"cultural narratives","score":0.5960000157356262},{"id":"https://openalex.org/keywords/the-imaginary","display_name":"imaginary","score":0.5260000228881836}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7135999798774719},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.46709999442100525},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.46619999408721924},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4366999864578247},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.36070001125335693},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.3456999957561493},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3370000123977661},{"id":"https://openalex.org/C108115952","wikidata":"https://www.wikidata.org/wiki/Q5155650","display_name":"Comparative research","level":2,"score":0.3312999904155731},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3109000027179718},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.31029999256134033},{"id":"https://openalex.org/C57473165","wikidata":"https://www.wikidata.org/wiki/Q7315604","display_name":"Resistance (ecology)","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.2980000078678131},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2775999903678894},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.27309998869895935},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.25940001010894775},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.25119999051094055}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2509.18233","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2509.18233","pdf_url":"https://arxiv.org/pdf/2509.18233","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2509.18233","doi":"https://doi.org/10.48550/arxiv.2509.18233","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2509.18233","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2509.18233","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2509.18233","pdf_url":"https://arxiv.org/pdf/2509.18233","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320312768","display_name":"GCHQ","ror":"https://ror.org/052mq0r90"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416257568.pdf","grobid_xml":"https://content.openalex.org/works/W4416257568.grobid-xml"},"referenced_works_count":197,"referenced_works":["https://openalex.org/W1978270621","https://openalex.org/W2049628025","https://openalex.org/W2104999980","https://openalex.org/W2114683899","https://openalex.org/W2135907989","https://openalex.org/W2522133792","https://openalex.org/W2592721812","https://openalex.org/W2607463388","https://openalex.org/W2791764960","https://openalex.org/W2792183666","https://openalex.org/W2801802224","https://openalex.org/W2896396724","https://openalex.org/W2904875980","https://openalex.org/W2907232026","https://openalex.org/W2914202940","https://openalex.org/W2936856042","https://openalex.org/W2956996388","https://openalex.org/W2961130995","https://openalex.org/W2961787577","https://openalex.org/W2964268190","https://openalex.org/W2964316623","https://openalex.org/W2964523010","https://openalex.org/W2977632090","https://openalex.org/W2977780891","https://openalex.org/W2986863033","https://openalex.org/W2995157404","https://openalex.org/W2997468044","https://openalex.org/W3005302130","https://openalex.org/W3010556307","https://openalex.org/W3013998503","https://openalex.org/W3028291611","https://openalex.org/W3029022080","https://openalex.org/W3034931939","https://openalex.org/W3040111091","https://openalex.org/W3042865117","https://openalex.org/W3045316374","https://openalex.org/W3046786385","https://openalex.org/W3064053140","https://openalex.org/W3080837590","https://openalex.org/W3084130378","https://openalex.org/W3088785240","https://openalex.org/W3093033010","https://openalex.org/W3093680945","https://openalex.org/W3106682861","https://openalex.org/W3110850177","https://openalex.org/W3116002201","https://openalex.org/W3124158249","https://openalex.org/W3125340185","https://openalex.org/W3126538950","https://openalex.org/W3133620426","https://openalex.org/W3133679560","https://openalex.org/W3134026309","https://openalex.org/W3134111219","https://openalex.org/W3134203054","https://openalex.org/W3136620301","https://openalex.org/W3138811114","https://openalex.org/W3144282253","https://openalex.org/W3159299567","https://openalex.org/W3163822446","https://openalex.org/W3164371714","https://openalex.org/W3164580532","https://openalex.org/W3165767308","https://openalex.org/W3174844187","https://openalex.org/W3181146395","https://openalex.org/W3188546948","https://openalex.org/W3197068091","https://openalex.org/W3199955531","https://openalex.org/W3201931851","https://openalex.org/W3205382940","https://openalex.org/W3207598588","https://openalex.org/W3211778135","https://openalex.org/W3215043243","https://openalex.org/W3217131081","https://openalex.org/W4206057756","https://openalex.org/W4206158826","https://openalex.org/W4206408935","https://openalex.org/W4210875160","https://openalex.org/W4212769925","https://openalex.org/W4220689689","https://openalex.org/W4220756794","https://openalex.org/W4221004259","https://openalex.org/W4221014470","https://openalex.org/W4221079296","https://openalex.org/W4223475080","https://openalex.org/W4223650735","https://openalex.org/W4226155525","https://openalex.org/W4229440802","https://openalex.org/W4229456833","https://openalex.org/W4239494489","https://openalex.org/W4253314500","https://openalex.org/W4280610215","https://openalex.org/W4281682519","https://openalex.org/W4281995282","https://openalex.org/W4283318215","https://openalex.org/W4285044642","https://openalex.org/W4285110335","https://openalex.org/W4285186284","https://openalex.org/W4288058248","https://openalex.org/W4288083450","https://openalex.org/W4293036391","https://openalex.org/W4293040406","https://openalex.org/W4293255022","https://openalex.org/W4295409341","https://openalex.org/W4300960234","https://openalex.org/W4306405717","https://openalex.org/W4308211935","https://openalex.org/W4308885549","https://openalex.org/W4310081343","https://openalex.org/W4310193691","https://openalex.org/W4312320430","https://openalex.org/W4313480737","https://openalex.org/W4315649667","https://openalex.org/W4317707010","https://openalex.org/W4317728291","https://openalex.org/W4321459741","https://openalex.org/W4361001360","https://openalex.org/W4361295986","https://openalex.org/W4367294637","https://openalex.org/W4367316182","https://openalex.org/W4367336050","https://openalex.org/W4376136755","https://openalex.org/W4376255515","https://openalex.org/W4377965234","https://openalex.org/W4378188164","https://openalex.org/W4378901262","https://openalex.org/W4378942194","https://openalex.org/W4380991649","https://openalex.org/W4381434199","https://openalex.org/W4382365476","https://openalex.org/W4385978145","https://openalex.org/W4386167510","https://openalex.org/W4387010767","https://openalex.org/W4387341320","https://openalex.org/W4388588911","https://openalex.org/W4389046913","https://openalex.org/W4389383280","https://openalex.org/W4389401115","https://openalex.org/W4390394359","https://openalex.org/W4390629445","https://openalex.org/W4391176523","https://openalex.org/W4391265239","https://openalex.org/W4391352870","https://openalex.org/W4391653597","https://openalex.org/W4391733222","https://openalex.org/W4391954567","https://openalex.org/W4392144144","https://openalex.org/W4392427637","https://openalex.org/W4392545026","https://openalex.org/W4392995295","https://openalex.org/W4393164363","https://openalex.org/W4395449260","https://openalex.org/W4396223034","https://openalex.org/W4396615223","https://openalex.org/W4396827220","https://openalex.org/W4396936132","https://openalex.org/W4398140700","https://openalex.org/W4399211342","https://openalex.org/W4399460518","https://openalex.org/W4399668021","https://openalex.org/W4400129825","https://openalex.org/W4400665658","https://openalex.org/W4400695938","https://openalex.org/W4400788775","https://openalex.org/W4401052634","https://openalex.org/W4401655574","https://openalex.org/W4401819832","https://openalex.org/W4401820372","https://openalex.org/W4402261470","https://openalex.org/W4402430255","https://openalex.org/W4402859787","https://openalex.org/W4402962674","https://openalex.org/W4402978103","https://openalex.org/W4403004333","https://openalex.org/W4403051635","https://openalex.org/W4403052550","https://openalex.org/W4403244974","https://openalex.org/W4403422104","https://openalex.org/W4403432809","https://openalex.org/W4403461137","https://openalex.org/W4403520019","https://openalex.org/W4403844761","https://openalex.org/W4404171770","https://openalex.org/W4404201081","https://openalex.org/W4404433734","https://openalex.org/W4404606970","https://openalex.org/W4404613753","https://openalex.org/W4404631594","https://openalex.org/W4404700956","https://openalex.org/W4404858700","https://openalex.org/W4404858865","https://openalex.org/W4404888089","https://openalex.org/W4404937458","https://openalex.org/W4404960970","https://openalex.org/W4405387962","https://openalex.org/W4405547297","https://openalex.org/W4407075747","https://openalex.org/W4411991934"],"related_works":["https://openalex.org/W4405897699","https://openalex.org/W4386525386","https://openalex.org/W7113234093","https://openalex.org/W7112876644","https://openalex.org/W4413297072","https://openalex.org/W4415885941","https://openalex.org/W4391599194","https://openalex.org/W7135069164","https://openalex.org/W4415122346","https://openalex.org/W4408862493"],"abstract_inverted_index":{"This":[0,120],"paper":[1],"offers":[2,123],"a":[3,22,124],"domain-mediated":[4],"comparative":[5,121],"review":[6],"of":[7,41],"251":[8],"studies":[9],"on":[10,21],"public":[11,39,57,93],"attitudes":[12],"toward":[13],"AI,":[14,60],"published":[15],"between":[16],"2011":[17],"and":[18,34,51,61,72,86,117,130],"2025.":[19],"Drawing":[20],"systematic":[23],"literature":[24],"review,":[25],"we":[26],"analyse":[27],"how":[28],"different":[29],"factors":[30,74],"including":[31,53],"perceived":[32,84],"benefits":[33],"concerns":[35],"(or":[36],"risks)":[37],"shape":[38],"acceptance":[40],"-":[42,46],"or":[43,104],"resistance":[44],"to":[45],"artificial":[47],"intelligence":[48],"across":[49],"domains":[50],"use-cases,":[52],"healthcare,":[54],"education,":[55],"security,":[56],"administration,":[58],"generative":[59],"autonomous":[62],"vehicles.":[63],"The":[64],"analysis":[65],"highlights":[66],"recurring":[67],"patterns":[68],"in":[69,81,95],"individual,":[70],"contextual,":[71],"technical":[73,102],"influencing":[75],"perception,":[76],"while":[77],"also":[78,107],"tracing":[79],"variations":[80],"institutional":[82],"trust,":[83],"fairness,":[85],"ethical":[87],"concerns.":[88],"We":[89],"show":[90],"that":[91],"the":[92],"perception":[94],"AI":[96,135],"is":[97],"shaped":[98],"not":[99],"only":[100],"by":[101,108],"design":[103],"performance":[105],"but":[106],"sector-specific":[109],"considerations":[110],"as":[111,113],"well":[112],"imaginaries,":[114],"cultural":[115],"narratives,":[116],"historical":[118],"legacies.":[119],"approach":[122],"foundation":[125],"for":[126,133],"developing":[127],"more":[128],"tailored":[129],"context-sensitive":[131],"strategies":[132],"responsible":[134],"governance.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":9}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}