{"id":"https://openalex.org/W4399913500","doi":"https://doi.org/10.1145/3627043.3659567","title":"When in Doubt! Understanding the Role of Task Characteristics on Peer Decision-Making with AI Assistance","display_name":"When in Doubt! Understanding the Role of Task Characteristics on Peer Decision-Making with AI Assistance","publication_year":2024,"publication_date":"2024-06-22","ids":{"openalex":"https://openalex.org/W4399913500","doi":"https://doi.org/10.1145/3627043.3659567"},"language":"en","primary_location":{"id":"doi:10.1145/3627043.3659567","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627043.3659567","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3627043.3659567","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3627043.3659567","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090642445","display_name":"Sara Salimzadeh","orcid":"https://orcid.org/0000-0001-8734-951X"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Sara Salimzadeh","raw_affiliation_strings":["Web Information Systems, Software Technology Department, Delft University of Technology, Netherlands"],"affiliations":[{"raw_affiliation_string":"Web Information Systems, Software Technology Department, Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038081564","display_name":"Ujwal Gadiraju","orcid":"https://orcid.org/0000-0002-6189-6539"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ujwal Gadiraju","raw_affiliation_strings":["Web Information Systems, Software Technology Department, Delft University of Technology, Netherlands"],"affiliations":[{"raw_affiliation_string":"Web Information Systems, Software Technology Department, Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090642445"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":4.0618,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.94300518,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"101"},"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":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9797999858856201,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9589999914169312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7176268100738525},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6102906465530396},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37750372290611267},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3359086513519287},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12448474764823914}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7176268100738525},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6102906465530396},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37750372290611267},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3359086513519287},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12448474764823914},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3627043.3659567","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627043.3659567","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3627043.3659567","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3627043.3659567","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627043.3659567","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3627043.3659567","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399913500.pdf"},"referenced_works_count":91,"referenced_works":["https://openalex.org/W584666057","https://openalex.org/W747268220","https://openalex.org/W1918280324","https://openalex.org/W1989943453","https://openalex.org/W1993865115","https://openalex.org/W2030214259","https://openalex.org/W2043135956","https://openalex.org/W2055669065","https://openalex.org/W2068773854","https://openalex.org/W2086134843","https://openalex.org/W2100320021","https://openalex.org/W2117684794","https://openalex.org/W2143417015","https://openalex.org/W2158392329","https://openalex.org/W2397863225","https://openalex.org/W2555218338","https://openalex.org/W2625771436","https://openalex.org/W2766642606","https://openalex.org/W2783218188","https://openalex.org/W2792183666","https://openalex.org/W2794740256","https://openalex.org/W2796755741","https://openalex.org/W2901895173","https://openalex.org/W2906095734","https://openalex.org/W2913841425","https://openalex.org/W2915124689","https://openalex.org/W2949211296","https://openalex.org/W2954180498","https://openalex.org/W2979893369","https://openalex.org/W2984353433","https://openalex.org/W2996517240","https://openalex.org/W2997560917","https://openalex.org/W2999637955","https://openalex.org/W3001062618","https://openalex.org/W3007910004","https://openalex.org/W3009804117","https://openalex.org/W3013998503","https://openalex.org/W3029725182","https://openalex.org/W3029900269","https://openalex.org/W3030350595","https://openalex.org/W3092437886","https://openalex.org/W3092479831","https://openalex.org/W3099742594","https://openalex.org/W3101792976","https://openalex.org/W3103751997","https://openalex.org/W3104831984","https://openalex.org/W3109162452","https://openalex.org/W3112374793","https://openalex.org/W3119689140","https://openalex.org/W3126538636","https://openalex.org/W3134111219","https://openalex.org/W3152997756","https://openalex.org/W3156011032","https://openalex.org/W3156106752","https://openalex.org/W3156666346","https://openalex.org/W3159250634","https://openalex.org/W3160343688","https://openalex.org/W3160658821","https://openalex.org/W3160909372","https://openalex.org/W3161631465","https://openalex.org/W3161926791","https://openalex.org/W3163411042","https://openalex.org/W3163443091","https://openalex.org/W3173265486","https://openalex.org/W3197182080","https://openalex.org/W3199781855","https://openalex.org/W3213036712","https://openalex.org/W4220936192","https://openalex.org/W4224981252","https://openalex.org/W4224990230","https://openalex.org/W4225001143","https://openalex.org/W4225006930","https://openalex.org/W4225105010","https://openalex.org/W4225852839","https://openalex.org/W4235191113","https://openalex.org/W4235450489","https://openalex.org/W4280623148","https://openalex.org/W4283076847","https://openalex.org/W4283172359","https://openalex.org/W4283771667","https://openalex.org/W4301257053","https://openalex.org/W4302568281","https://openalex.org/W4309618976","https://openalex.org/W4318620371","https://openalex.org/W4321109316","https://openalex.org/W4321392661","https://openalex.org/W4366003124","https://openalex.org/W4366548074","https://openalex.org/W4380365974","https://openalex.org/W4381189853","https://openalex.org/W4396832884"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4211075255"],"abstract_inverted_index":{"With":[0],"the":[1,24,48,65,72,75,80,111,134,181,195,225,239],"integration":[2],"of":[3,28,39,56,64,68,74,82,113,136,156,164,183,227,242],"AI":[4,32,61,196],"systems":[5,33],"into":[6,150],"our":[7],"daily":[8],"lives,":[9],"human-AI":[10,69,86,119,184,233,246],"collaboration":[11,70,87],"has":[12,21],"become":[13],"increasingly":[14],"prevalent.":[15],"Prior":[16],"work":[17],"in":[18,34,47,209],"this":[19],"realm":[20],"primarily":[22],"explored":[23],"effectiveness":[25],"and":[26,31,45,94,103,139,144,152,166,174,191],"performance":[27,93,143,182],"individual":[29],"human":[30,43],"collaborative":[35,234],"tasks.":[36],"While":[37],"much":[38],"decision-making":[40,117],"occurs":[41],"within":[42,118],"peers":[44],"groups":[46],"real":[49],"world,":[50],"there":[51],"is":[52,71,88],"a":[53,101,114,123,206,212,217],"limited":[54],"understanding":[55],"how":[57,110],"they":[58],"collaborate":[59],"with":[60,194],"systems.":[62],"One":[63],"key":[66],"predictors":[67],"characteristics":[73,84,230],"task":[76,83,115,137,172,176,202,214,229],"at":[77],"hand.":[78],"Understanding":[79],"influence":[81],"on":[85,141,220],"crucial":[89],"for":[90,98],"enhancing":[91],"team":[92],"developing":[95],"effective":[96],"strategies":[97],"collaboration.":[99,247],"Addressing":[100],"research":[102],"empirical":[104,243],"gap,":[105],"we":[106,132],"seek":[107],"to":[108,154,187,205],"explore":[109],"features":[112],"impact":[116,180,219],"group":[120,142,189],"settings.":[121],"In":[122],"2":[124,126],"\u00d7":[125],"between-subjects":[127],"study":[128],"(N":[129],"=":[130],"256)":[131],"examine":[133],"effects":[135],"complexity":[138,165,173,203],"uncertainty":[140,177,215],"behaviour.":[145],"The":[146],"participants":[147],"were":[148],"grouped":[149],"pairs":[151],"assigned":[153],"one":[155],"four":[157],"experimental":[158],"conditions":[159],"characterized":[160],"by":[161],"varying":[162],"degrees":[163],"uncertainty.":[167],"We":[168,198],"found":[169,199],"that":[170,200],"high":[171,175],"can":[178],"negatively":[179],"groups,":[185],"leading":[186],"decreased":[188],"accuracy":[190],"increased":[192],"disagreement":[193],"system.":[197],"higher":[201,207,213],"led":[204],"efficiency":[208],"decision-making,":[210],"while":[211],"had":[216],"negative":[218],"efficiency.":[221],"Our":[222],"findings":[223],"highlight":[224],"importance":[226],"considering":[228],"when":[231],"designing":[232],"systems,":[235],"as":[236,238],"well":[237],"future":[240],"design":[241],"studies":[244],"exploring":[245]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}