{"id":"https://openalex.org/W4285079406","doi":"https://doi.org/10.1177/20539517221089305","title":"Social impacts of algorithmic decision-making: A research agenda for the social sciences","display_name":"Social impacts of algorithmic decision-making: A research agenda for the social sciences","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285079406","doi":"https://doi.org/10.1177/20539517221089305"},"language":"en","primary_location":{"id":"doi:10.1177/20539517221089305","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517221089305","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/20539517221089305","source":{"id":"https://openalex.org/S2736409588","display_name":"Big Data & Society","issn_l":"2053-9517","issn":["2053-9517"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data &amp; Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/20539517221089305","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043395147","display_name":"Frederic Gerdon","orcid":"https://orcid.org/0000-0003-4442-6698"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]},{"id":"https://openalex.org/I57233200","display_name":"Mannheim Centre for European Social Research","ror":"https://ror.org/05bv91d86","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217","https://openalex.org/I57233200"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Frederic Gerdon","raw_affiliation_strings":["Department of Statistics, Ludwig-Maximilians-Universit\u00e4t (LMU) M\u00fcnchen, M\u00fcnchen, Germany","Mannheim Centre for European Social Research, University of Mannheim, Mannheim, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4442-6698","affiliations":[{"raw_affiliation_string":"Department of Statistics, Ludwig-Maximilians-Universit\u00e4t (LMU) M\u00fcnchen, M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Mannheim Centre for European Social Research, University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I57233200","https://openalex.org/I177802217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058847520","display_name":"Ruben L. Bach","orcid":"https://orcid.org/0000-0001-5690-2829"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ruben L Bach","raw_affiliation_strings":["School of Social Sciences, University of Mannheim, Mannheim, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5690-2829","affiliations":[{"raw_affiliation_string":"School of Social Sciences, University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066229916","display_name":"Christoph Kern","orcid":"https://orcid.org/0000-0001-7363-4299"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Kern","raw_affiliation_strings":["School of Social Sciences, University of Mannheim, Mannheim, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7363-4299","affiliations":[{"raw_affiliation_string":"School of Social Sciences, University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038390320","display_name":"Frauke Kreuter","orcid":"https://orcid.org/0000-0002-7339-2645"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Frauke Kreuter","raw_affiliation_strings":["Department of Statistics, Ludwig-Maximilians-Universit\u00e4t (LMU) M\u00fcnchen, M\u00fcnchen, Germany","University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0002-7339-2645","affiliations":[{"raw_affiliation_string":"Department of Statistics, Ludwig-Maximilians-Universit\u00e4t (LMU) M\u00fcnchen, M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043395147"],"corresponding_institution_ids":["https://openalex.org/I177802217","https://openalex.org/I57233200","https://openalex.org/I8204097"],"apc_list":{"value":800,"currency":"USD","value_usd":800},"apc_paid":{"value":1287,"currency":"EUR","value_usd":1388},"fwci":9.3376,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.98180128,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"9","issue":"1","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":0.9994999766349792,"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":0.9994999766349792,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9514999985694885,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.61671382188797},{"id":"https://openalex.org/keywords/social-stratification","display_name":"Social stratification","score":0.5190244913101196},{"id":"https://openalex.org/keywords/social-computing","display_name":"Social computing","score":0.5025584697723389},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.492409348487854},{"id":"https://openalex.org/keywords/social-inequality","display_name":"Social inequality","score":0.43436872959136963},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.4184378981590271},{"id":"https://openalex.org/keywords/inequality","display_name":"Inequality","score":0.3797089755535126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3364802896976471},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1566295027732849},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12466183304786682}],"concepts":[{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.61671382188797},{"id":"https://openalex.org/C48158472","wikidata":"https://www.wikidata.org/wiki/Q841628","display_name":"Social stratification","level":2,"score":0.5190244913101196},{"id":"https://openalex.org/C74216064","wikidata":"https://www.wikidata.org/wiki/Q615684","display_name":"Social computing","level":3,"score":0.5025584697723389},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.492409348487854},{"id":"https://openalex.org/C165148211","wikidata":"https://www.wikidata.org/wiki/Q5431887","display_name":"Social inequality","level":3,"score":0.43436872959136963},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.4184378981590271},{"id":"https://openalex.org/C45555294","wikidata":"https://www.wikidata.org/wiki/Q28113351","display_name":"Inequality","level":2,"score":0.3797089755535126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3364802896976471},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1566295027732849},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12466183304786682},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1177/20539517221089305","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517221089305","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/20539517221089305","source":{"id":"https://openalex.org/S2736409588","display_name":"Big Data & Society","issn_l":"2053-9517","issn":["2053-9517"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data &amp; Society","raw_type":"journal-article"},{"id":"pmh:oai:ub-madoc.bib.uni-mannheim.de:62253","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196315","display_name":"MADOC (University of Mannheim)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177802217","host_organization_name":"University of Mannheim","host_organization_lineage":["https://openalex.org/I177802217"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"},{"id":"pmh:oai:doaj.org/article:86c3e37af5f147728d694c34ef3a10f3","is_oa":true,"landing_page_url":"https://doaj.org/article/86c3e37af5f147728d694c34ef3a10f3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data & Society, Vol 9 (2022)","raw_type":"article"},{"id":"pmh:oai:gesis.izsoz.de:document/101902","is_oa":true,"landing_page_url":"https://www.ssoar.info/ssoar/handle/document/101902","pdf_url":null,"source":{"id":"https://openalex.org/S4306401996","display_name":"Social Science Open Access Repository (GESIS \u2013 Leibniz Institute for the Social Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210101898","host_organization_name":"GESIS - Leibniz Institute for the Social Sciences","host_organization_lineage":["https://openalex.org/I4210101898"],"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":"1-13","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1177/20539517221089305","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517221089305","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/20539517221089305","source":{"id":"https://openalex.org/S2736409588","display_name":"Big Data & Society","issn_l":"2053-9517","issn":["2053-9517"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data &amp; Society","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310414","display_name":"Baden-W\u00fcrttemberg Stiftung","ror":"https://ror.org/031h5fa94"},{"id":"https://openalex.org/F4320320882","display_name":"Volkswagen Foundation","ror":"https://ror.org/03bsmfz84"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4285079406.pdf"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W1520604080","https://openalex.org/W1978108654","https://openalex.org/W1979004942","https://openalex.org/W2010273961","https://openalex.org/W2014352947","https://openalex.org/W2043553462","https://openalex.org/W2100420630","https://openalex.org/W2100960835","https://openalex.org/W2107678607","https://openalex.org/W2110171129","https://openalex.org/W2158570360","https://openalex.org/W2193451006","https://openalex.org/W2281090488","https://openalex.org/W2500413669","https://openalex.org/W2525374781","https://openalex.org/W2557671501","https://openalex.org/W2604660495","https://openalex.org/W2612145410","https://openalex.org/W2753975405","https://openalex.org/W2785011159","https://openalex.org/W2794659747","https://openalex.org/W2796761411","https://openalex.org/W2800068874","https://openalex.org/W2806477282","https://openalex.org/W2883147591","https://openalex.org/W2897154134","https://openalex.org/W2898686227","https://openalex.org/W2900290945","https://openalex.org/W2901481055","https://openalex.org/W2902633481","https://openalex.org/W2940900846","https://openalex.org/W2949268808","https://openalex.org/W2962925443","https://openalex.org/W2964316623","https://openalex.org/W2974075815","https://openalex.org/W2974817986","https://openalex.org/W2981869278","https://openalex.org/W2985543011","https://openalex.org/W2990458283","https://openalex.org/W2995006168","https://openalex.org/W2996197984","https://openalex.org/W2996655830","https://openalex.org/W2997468044","https://openalex.org/W2997505991","https://openalex.org/W3000952406","https://openalex.org/W3001248429","https://openalex.org/W3004693983","https://openalex.org/W3010781206","https://openalex.org/W3016154458","https://openalex.org/W3021326970","https://openalex.org/W3040416015","https://openalex.org/W3102708241","https://openalex.org/W3112425013","https://openalex.org/W3125633690","https://openalex.org/W3129445530","https://openalex.org/W3131611621","https://openalex.org/W3133874049","https://openalex.org/W3133953502","https://openalex.org/W3137930360","https://openalex.org/W3200622698","https://openalex.org/W4205827939","https://openalex.org/W4238367820","https://openalex.org/W4251158164","https://openalex.org/W4251797525","https://openalex.org/W4253172700","https://openalex.org/W4288414189","https://openalex.org/W4296978576","https://openalex.org/W4401545442"],"related_works":["https://openalex.org/W2905264121","https://openalex.org/W2045797699","https://openalex.org/W2903087937","https://openalex.org/W4232556493","https://openalex.org/W3208223236","https://openalex.org/W4298046633","https://openalex.org/W4401324414","https://openalex.org/W3141253017","https://openalex.org/W4211170897","https://openalex.org/W2251209635"],"abstract_inverted_index":{"Academic":[0],"and":[1,11,73,83,114,132,156],"public":[2],"debates":[3],"are":[4],"increasingly":[5],"concerned":[6],"with":[7,106,115],"the":[8,61,64,165],"question":[9],"whether":[10],"how":[12,56,125,133,146],"algorithmic":[13,128],"decision-making":[14],"(ADM)":[15],"may":[16,59,123],"reinforce":[17],"social":[18,31,42,57,69,90,119,139,147,154,168],"inequality.":[19],"Most":[20],"previous":[21],"research":[22,40],"on":[23,41,47,63,68,153,157],"this":[24,142],"topic":[25],"originates":[26],"from":[27],"computer":[28],"science.":[29],"The":[30],"sciences,":[32],"however,":[33],"have":[34],"huge":[35],"potentials":[36],"to":[37,39,103,108,117,137,163],"contribute":[38],"consequences":[43],"of":[44,51,66,92,111,160,167,170],"ADM.":[45,171],"Based":[46],"a":[48],"process":[49],"model":[50],"ADM":[52,67,112,161],"systems,":[53],"we":[54,97,144],"demonstrate":[55],"sciences":[58,122,148],"advance":[60,164],"literature":[62],"impacts":[65,169],"inequality":[70],"by":[71,79,88],"uncovering":[72],"mitigating":[74],"biases":[75],"in":[76,94,130],"training":[77],"data,":[78],"understanding":[80,166],"data":[81],"processing":[82],"analysis,":[84],"as":[85,87],"well":[86],"studying":[89],"contexts":[91],"algorithms":[93],"practice.":[95],"Furthermore,":[96],"show":[98],"that":[99],"fairness":[100],"notions":[101],"need":[102],"be":[104],"evaluated":[105],"respect":[107,116],"specific":[109],"outcomes":[110],"systems":[113],"concrete":[118],"contexts.":[120],"Social":[121],"evaluate":[124],"individuals":[126],"handle":[127],"decisions":[129,135],"practice":[131],"single":[134],"aggregate":[136],"macro":[138],"outcomes.":[140],"In":[141],"overview,":[143],"highlight":[145],"can":[149],"apply":[150],"their":[151],"knowledge":[152],"stratification":[155],"substantive":[158],"domains":[159],"applications":[162]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":10}],"updated_date":"2026-06-09T15:46:55.921056","created_date":"2025-10-10T00:00:00"}
