{"id":"https://openalex.org/W7225819499","doi":"https://doi.org/10.21203/rs.3.rs-11182084/v1","title":"Impact of Artificial Intelligence on the Mental Health of AI-using Workers","display_name":"Impact of Artificial Intelligence on the Mental Health of AI-using Workers","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225819499","doi":"https://doi.org/10.21203/rs.3.rs-11182084/v1"},"language":"en","primary_location":{"id":"doi:10.21203/rs.3.rs-11182084/v1","doi":"https://doi.org/10.21203/rs.3.rs-11182084/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11182084/v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.21203/rs.3.rs-11182084/v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161472353","display_name":"Versha Agarwal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I90425906","display_name":"South Asian University","ror":"https://ror.org/02kjyst95","country_code":"IN","type":"education","lineage":["https://openalex.org/I90425906"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Versha Agarwal","raw_affiliation_strings":["South Asian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South Asian University","institution_ids":["https://openalex.org/I90425906"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5161472353"],"corresponding_institution_ids":["https://openalex.org/I90425906"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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/T13585","display_name":"Technostress in Professional Settings","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13585","display_name":"Technostress in Professional Settings","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T11959","display_name":"Employment and Welfare Studies","score":0.04050000011920929,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T13812","display_name":"AI and HR Technologies","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.7627999782562256},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6245999932289124},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.5259000062942505},{"id":"https://openalex.org/C2777388388","wikidata":"https://www.wikidata.org/wiki/Q6821213","display_name":"Wage","level":2,"score":0.5002999901771545},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4934999942779541},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.4668000042438507},{"id":"https://openalex.org/C2718322","wikidata":"https://www.wikidata.org/wiki/Q629463","display_name":"Job satisfaction","level":2,"score":0.39750000834465027},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.3727000057697296},{"id":"https://openalex.org/C165957694","wikidata":"https://www.wikidata.org/wiki/Q5421350","display_name":"Exploratory factor analysis","level":3,"score":0.36890000104904175},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3671000003814697},{"id":"https://openalex.org/C2780945536","wikidata":"https://www.wikidata.org/wiki/Q1117179","display_name":"Life satisfaction","level":2,"score":0.35929998755455017},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.34299999475479126},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.34200000762939453},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.32600000500679016},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.32580000162124634},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.3257000148296356},{"id":"https://openalex.org/C174107131","wikidata":"https://www.wikidata.org/wiki/Q191591","display_name":"Emotional intelligence","level":2,"score":0.30379998683929443},{"id":"https://openalex.org/C130497676","wikidata":"https://www.wikidata.org/wiki/Q2045692","display_name":"Industrial and organizational psychology","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.2768999934196472}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21203/rs.3.rs-11182084/v1","doi":"https://doi.org/10.21203/rs.3.rs-11182084/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11182084/v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.21203/rs.3.rs-11182084/v1","doi":"https://doi.org/10.21203/rs.3.rs-11182084/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11182084/v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W214995755","https://openalex.org/W1547683213","https://openalex.org/W1821977771","https://openalex.org/W1977775666","https://openalex.org/W1993760488","https://openalex.org/W2049390752","https://openalex.org/W2061935394","https://openalex.org/W2160172778","https://openalex.org/W2526781987","https://openalex.org/W2922903482","https://openalex.org/W4223517936","https://openalex.org/W4281381466","https://openalex.org/W4388487689","https://openalex.org/W4390907087","https://openalex.org/W4399848789","https://openalex.org/W4403792206","https://openalex.org/W4404364380","https://openalex.org/W4404448165","https://openalex.org/W4407142724","https://openalex.org/W4410669897","https://openalex.org/W7128906546"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Artificial":[1],"Intelligence":[2],"has":[3],"been":[4,17],"reshaping":[5],"the":[6,11,36,54,67,80,93,97,150,177,203,212,244],"world":[7],"of":[8,57,70,114,131,180],"work":[9],"over":[10],"past":[12],"decade.":[13],"Many":[14],"studies":[15],"have":[16],"conducted":[18],"to":[19,222],"assess":[20],"its":[21,189],"direct":[22],"impact":[23,214],"on":[24,66,215,220,227,236],"labour":[25],"employment,":[26],"wages,":[27],"and":[28,60,82,96,124,127,158,170,225,235],"other":[29,193],"economic":[30],"indicators.":[31],"However,":[32],"what":[33],"stands":[34],"in":[35,51,247],"way":[37],"is":[38,53,230,246],"how":[39,228],"workers":[40,71],"perceive":[41],"this":[42],"technological":[43],"innovation,":[44],"which":[45],"affects":[46],"their":[47,58,233,237],"mental":[48,68,146,181,216],"health,":[49],"which,":[50],"turn,":[52],"key":[55],"determinant":[56],"productivity":[59],"job":[61],"performance.":[62],"This":[63],"paper":[64],"focuses":[65],"health":[69,147,182,217],"engaged":[72],"with":[73,144],"AI,":[74],"using":[75,108],"OECD":[76],"survey":[77,106],"data":[78],"from":[79,105],"finance":[81],"manufacturing":[83],"sectors":[84],"across":[85],"seven":[86],"countries":[87],"(Austria,":[88],"Canada,":[89],"France,":[90],"Germany,":[91],"Ireland,":[92],"United":[94,98],"Kingdom,":[95],"States).":[99],"Five":[100],"latent":[101],"constructs":[102,136,194],"are":[103,137,195],"derived":[104],"responses":[107],"exploratory":[109],"factor":[110,185],"analysis,":[111],"representing":[112],"dimensions":[113],"AI-at-work":[115],"experience:":[116],"anxiety,":[117],"decision":[118],"support,":[119],"organizational":[120],"trust,":[121],"workplace":[122],"impact,":[123],"life":[125],"satisfaction":[126],"one":[128],"binary":[129],"measure":[130],"wage":[132],"expectations.":[133],"Then":[134],"these":[135],"entered":[138],"into":[139,154,197],"an":[140],"ordered":[141],"logistic":[142],"regression":[143],"self-reported":[145],"outcomes":[148],"as":[149,176],"dependent":[151],"variable,":[152],"categorised":[153],"three":[155],"categories\u2014Improved,":[156],"Neutral,":[157],"Worsened":[159],"(N":[160],"=":[161],"1,190)":[162],"\u2014controlling":[163],"for":[164],"demographic":[165,200,248],"characteristics\u2014gender,":[166],"age,":[167],"education,":[168],"country,":[169],"sector.":[171],"AI":[172,186],"Workplace":[173],"Impact":[174],"emerges":[175],"strongest":[178],"predictor":[179],"outcomes.":[183],"The":[184],"Anxiety":[187],"loses":[188],"statistical":[190],"significance":[191],"once":[192],"taken":[196],"account.":[198],"Among":[199],"controls,":[201],"only":[202],"35\u201349":[204],"age":[205],"band":[206],"reaches":[207],"significance.":[208],"These":[209],"findings":[210],"suggest":[211],"AI\u2019s":[213],"depends":[218],"less":[219],"exposure":[221],"technology":[223],"itself":[224],"more":[226],"it":[229],"introduced":[231],"by":[232,242],"organization":[234],"psychological":[238],"preparedness,":[239],"rather":[240],"than":[241],"who":[243],"worker":[245],"terms.":[249]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}