{"id":"https://openalex.org/W4220903486","doi":"https://doi.org/10.1145/3519420","title":"Integrating Behavioral, Economic, and Technical Insights to Understand and Address Algorithmic Bias: A Human-Centric Perspective","display_name":"Integrating Behavioral, Economic, and Technical Insights to Understand and Address Algorithmic Bias: A Human-Centric Perspective","publication_year":2022,"publication_date":"2022-03-25","ids":{"openalex":"https://openalex.org/W4220903486","doi":"https://doi.org/10.1145/3519420"},"language":"en","primary_location":{"id":"doi:10.1145/3519420","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3519420","pdf_url":null,"source":{"id":"https://openalex.org/S4210170305","display_name":"ACM Transactions on Management Information Systems","issn_l":"2158-656X","issn":["2158-656X","2158-6578"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Management Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056123613","display_name":"Gediminas Adomavi\u010dius","orcid":"https://orcid.org/0000-0001-5251-5098"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gediminas Adomavicius","raw_affiliation_strings":["University of Minnesota, Minneapolis, MN, USA"],"raw_orcid":"https://orcid.org/0000-0001-5251-5098","affiliations":[{"raw_affiliation_string":"University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008688627","display_name":"Mochen Yang","orcid":"https://orcid.org/0000-0001-5101-9041"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mochen Yang","raw_affiliation_strings":["University of Minnesota, Minneapolis, MN, USA"],"raw_orcid":"https://orcid.org/0000-0001-5101-9041","affiliations":[{"raw_affiliation_string":"University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130238516"],"apc_list":null,"apc_paid":null,"fwci":4.0876,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.94053217,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"3","first_page":"1","last_page":"27"},"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":0.9983999729156494,"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":0.9983999729156494,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9053999781608582,"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/sociotechnical-system","display_name":"Sociotechnical system","score":0.6903154850006104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6706249117851257},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6321666240692139},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5924978256225586},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.5283730030059814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4560721516609192},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.43073374032974243},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4288646876811981},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.4287464916706085},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.41321030259132385},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3295052945613861},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11068326234817505},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10512968897819519}],"concepts":[{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.6903154850006104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6706249117851257},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6321666240692139},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5924978256225586},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.5283730030059814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4560721516609192},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.43073374032974243},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4288646876811981},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.4287464916706085},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.41321030259132385},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3295052945613861},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11068326234817505},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10512968897819519},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3519420","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3519420","pdf_url":null,"source":{"id":"https://openalex.org/S4210170305","display_name":"ACM Transactions on Management Information Systems","issn_l":"2158-656X","issn":["2158-656X","2158-6578"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Management Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":176,"referenced_works":["https://openalex.org/W106288340","https://openalex.org/W876758869","https://openalex.org/W952861504","https://openalex.org/W1512966234","https://openalex.org/W1556513643","https://openalex.org/W1574235309","https://openalex.org/W1593806347","https://openalex.org/W1819662813","https://openalex.org/W1894997507","https://openalex.org/W1962044306","https://openalex.org/W1997439558","https://openalex.org/W1999380087","https://openalex.org/W2014352947","https://openalex.org/W2018633013","https://openalex.org/W2021593743","https://openalex.org/W2029584418","https://openalex.org/W2033943395","https://openalex.org/W2039847121","https://openalex.org/W2040620802","https://openalex.org/W2040825624","https://openalex.org/W2044244438","https://openalex.org/W2083685419","https://openalex.org/W2085988980","https://openalex.org/W2097246321","https://openalex.org/W2100960835","https://openalex.org/W2110921501","https://openalex.org/W2111109274","https://openalex.org/W2116666691","https://openalex.org/W2116984840","https://openalex.org/W2122982761","https://openalex.org/W2147427185","https://openalex.org/W2148217372","https://openalex.org/W2150997454","https://openalex.org/W2155982052","https://openalex.org/W2157928966","https://openalex.org/W2158136277","https://openalex.org/W2162829624","https://openalex.org/W2166454173","https://openalex.org/W2168569455","https://openalex.org/W2177986285","https://openalex.org/W2184409470","https://openalex.org/W2262972580","https://openalex.org/W2282821441","https://openalex.org/W2466381818","https://openalex.org/W2510508396","https://openalex.org/W2522882154","https://openalex.org/W2544318541","https://openalex.org/W2550925836","https://openalex.org/W2557738935","https://openalex.org/W2559655401","https://openalex.org/W2584805976","https://openalex.org/W2588194244","https://openalex.org/W2588799281","https://openalex.org/W2599025709","https://openalex.org/W2603386049","https://openalex.org/W2612690371","https://openalex.org/W2618851150","https://openalex.org/W2623475374","https://openalex.org/W2704480242","https://openalex.org/W2764072425","https://openalex.org/W2767837247","https://openalex.org/W2771244885","https://openalex.org/W2776393547","https://openalex.org/W2778716829","https://openalex.org/W2786242872","https://openalex.org/W2787991113","https://openalex.org/W2791059564","https://openalex.org/W2793162940","https://openalex.org/W2800068874","https://openalex.org/W2804927761","https://openalex.org/W2823974416","https://openalex.org/W2889252776","https://openalex.org/W2890416412","https://openalex.org/W2891340972","https://openalex.org/W2892038960","https://openalex.org/W2893425640","https://openalex.org/W2894938360","https://openalex.org/W2897154134","https://openalex.org/W2897439270","https://openalex.org/W2897702578","https://openalex.org/W2898970033","https://openalex.org/W2900414525","https://openalex.org/W2901481055","https://openalex.org/W2913525780","https://openalex.org/W2941985495","https://openalex.org/W2943491685","https://openalex.org/W2954098525","https://openalex.org/W2962772482","https://openalex.org/W2962862931","https://openalex.org/W2962925443","https://openalex.org/W2963100392","https://openalex.org/W2963104135","https://openalex.org/W2963116854","https://openalex.org/W2963392941","https://openalex.org/W2963516506","https://openalex.org/W2963588812","https://openalex.org/W2963696985","https://openalex.org/W2963917042","https://openalex.org/W2963934714","https://openalex.org/W2964031043","https://openalex.org/W2964240233","https://openalex.org/W2964316623","https://openalex.org/W2970573051","https://openalex.org/W2974452734","https://openalex.org/W2974817986","https://openalex.org/W2981869278","https://openalex.org/W2995006168","https://openalex.org/W2997184825","https://openalex.org/W2997201866","https://openalex.org/W2997242710","https://openalex.org/W2998506051","https://openalex.org/W3000213687","https://openalex.org/W3001553940","https://openalex.org/W3002248449","https://openalex.org/W3002972902","https://openalex.org/W3003545719","https://openalex.org/W3003636647","https://openalex.org/W3005086430","https://openalex.org/W3014781596","https://openalex.org/W3033733989","https://openalex.org/W3097831184","https://openalex.org/W3098869601","https://openalex.org/W3100046612","https://openalex.org/W3101038122","https://openalex.org/W3102092462","https://openalex.org/W3102518922","https://openalex.org/W3122705134","https://openalex.org/W3122849737","https://openalex.org/W3123223998","https://openalex.org/W3123315844","https://openalex.org/W3125303774","https://openalex.org/W3125306662","https://openalex.org/W3125437910","https://openalex.org/W3125633690","https://openalex.org/W3125715020","https://openalex.org/W3125884317","https://openalex.org/W3130937151","https://openalex.org/W3133874049","https://openalex.org/W3134362900","https://openalex.org/W3135773605","https://openalex.org/W3139492312","https://openalex.org/W3144406692","https://openalex.org/W3146670357","https://openalex.org/W3149048782","https://openalex.org/W3156365820","https://openalex.org/W3159285220","https://openalex.org/W3181414820","https://openalex.org/W3201195645","https://openalex.org/W3203074597","https://openalex.org/W4211017739","https://openalex.org/W4212774754","https://openalex.org/W4220820301","https://openalex.org/W4221045317","https://openalex.org/W4237296507","https://openalex.org/W4239958308","https://openalex.org/W4248633940","https://openalex.org/W4252306240","https://openalex.org/W4287252712","https://openalex.org/W4288083803","https://openalex.org/W4288086173","https://openalex.org/W4288617757","https://openalex.org/W4288617781","https://openalex.org/W4289258088","https://openalex.org/W4289751798","https://openalex.org/W4291497561","https://openalex.org/W4297795193","https://openalex.org/W4386094675","https://openalex.org/W6638208828","https://openalex.org/W6729471474","https://openalex.org/W6748377460","https://openalex.org/W6758030757","https://openalex.org/W6772286130","https://openalex.org/W6775760134","https://openalex.org/W6784237880","https://openalex.org/W6791871960","https://openalex.org/W6809680140"],"related_works":["https://openalex.org/W1980714815","https://openalex.org/W3133630643","https://openalex.org/W608490485","https://openalex.org/W2481729736","https://openalex.org/W4389636114","https://openalex.org/W2236208621","https://openalex.org/W2967475239","https://openalex.org/W4308919250","https://openalex.org/W3203106571","https://openalex.org/W3008518888"],"abstract_inverted_index":{"Many":[0],"important":[1],"decisions":[2,41,81,170,195,205],"are":[3,24,48,133,206],"increasingly":[4],"being":[5],"made":[6],"with":[7],"the":[8,52,65,73,125,130,144,158,194],"help":[9],"of":[10,33,67,85,124,147,154,196,220],"information":[11],"systems":[12,127],"that":[13,92,142,171],"use":[14],"artificial":[15],"intelligence":[16],"and":[17,105,114,165,185,192,212],"machine":[18,163,188],"learning":[19,164,189],"models.":[20,198],"These":[21],"computational":[22,101],"models":[23,74,132],"designed":[25],"to":[26,39,174,232],"discover":[27],"useful":[28],"patterns":[29],"from":[30],"large":[31],"amounts":[32],"data,":[34],"which":[35,72,129],"augment":[36],"human":[37,148],"capabilities":[38],"make":[40],"in":[42,71,128,151],"various":[43,168],"application":[44],"domains.":[45],"However,":[46],"there":[47],"growing":[49],"concerns":[50],"regarding":[51],"ethics":[53],"challenges":[54],"faced":[55],"by":[56,209],"these":[57,203],"automated":[58],"decision-making":[59],"(ADM)":[60],"models,":[61],"most":[62],"notably":[63],"on":[64,161],"issue":[66],"algorithmic":[68,93],"bias":[69,94],",":[70],"systematically":[75],"produce":[76],"less":[77],"favorable":[78],"(i.e.,":[79],"unfair)":[80],"for":[82,226],"certain":[83],"groups":[84],"people.":[86],"In":[87],"this":[88],"commentary,":[89],"we":[90],"argue":[91],"is":[95],"not":[96],"just":[97],"a":[98,137,218],"technical":[99],"(e.g.,":[100],"or":[102],"statistical)":[103],"problem,":[104],"its":[106],"successful":[107],"resolution":[108],"requires":[109],"deep":[110],"insights":[111],"into":[112],"individual":[113],"organizational":[115],"behavior,":[116],"economic":[117],"incentives,":[118],"as":[119,121,177],"well":[120],"complex":[122],"dynamics":[123],"sociotechnical":[126],"ADM":[131,140,197],"embedded.":[134],"We":[135,156,199],"discuss":[136,167],"human-centric,":[138],"fairness-aware":[139,162],"framework":[141],"highlights":[143],"holistic":[145],"involvement":[146],"decision":[149],"makers":[150],"each":[152],"step":[153],"ADM.":[155],"review":[157],"emerging":[159],"literature":[160],"then":[166],"strategic":[169,204],"humans":[172],"need":[173],"make,":[175],"such":[176],"formulating":[178],"proper":[179],"fairness":[180],"objectives,":[181],"recognizing":[182],"fairness-induced":[183],"trade-offs":[184],"implications,":[186],"utilizing":[187],"model":[190],"outputs,":[191],"managing/governing":[193],"further":[200],"illustrate":[201],"how":[202],"jointly":[207],"informed":[208],"behavioral,":[210],"economic,":[211],"design":[213],"sciences.":[214],"Our":[215],"discussions":[216],"reveal":[217],"number":[219],"future":[221],"research":[222],"opportunities":[223],"uniquely":[224],"suitable":[225],"Management":[227],"Information":[228],"Systems":[229],"(MIS)":[230],"researchers":[231],"pursue.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
