{"id":"https://openalex.org/W4415250204","doi":"https://doi.org/10.1145/3757647","title":"Practical Perspectives on Fairness In Technology-Aided Personnel Selection","display_name":"Practical Perspectives on Fairness In Technology-Aided Personnel Selection","publication_year":2025,"publication_date":"2025-10-16","ids":{"openalex":"https://openalex.org/W4415250204","doi":"https://doi.org/10.1145/3757647"},"language":"en","primary_location":{"id":"doi:10.1145/3757647","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757647","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3757647","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073740475","display_name":"Ivana M\u00fcller","orcid":"https://orcid.org/0000-0001-8653-2435"},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ivana M\u00fcller","raw_affiliation_strings":["Hochschule f\u00fcr Technik und Wirtschaft (HTW) Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Hochschule f\u00fcr Technik und Wirtschaft (HTW) Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025750296","display_name":"Katja Dill","orcid":"https://orcid.org/0000-0002-3015-3636"},"institutions":[{"id":"https://openalex.org/I205892228","display_name":"Berlin School of Economics and Law","ror":"https://ror.org/03rkmps36","country_code":"DE","type":"education","lineage":["https://openalex.org/I205892228"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katja Dill","raw_affiliation_strings":["Berlin School of Economics and Law, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Berlin School of Economics and Law, Berlin, Germany","institution_ids":["https://openalex.org/I205892228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005159257","display_name":"Helena Mihaljevi\u0107","orcid":"https://orcid.org/0000-0003-0782-5382"},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Helena Mihaljevi\u0107","raw_affiliation_strings":["Hochschule f\u00fcr Technik und Wirtschaft (HTW) Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Hochschule f\u00fcr Technik und Wirtschaft (HTW) Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073740475"],"corresponding_institution_ids":["https://openalex.org/I122228004"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30097558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"7","first_page":"1","last_page":"34"},"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":0.993399977684021,"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":0.993399977684021,"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/T12501","display_name":"Digital Economy and Work Transformation","score":0.9305999875068665,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9150000214576721,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.8375999927520752},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.628000020980835},{"id":"https://openalex.org/keywords/normative","display_name":"Normative","score":0.5203999876976013},{"id":"https://openalex.org/keywords/skepticism","display_name":"Skepticism","score":0.4327000081539154},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.38440001010894775},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.3546999990940094}],"concepts":[{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.8375999927520752},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.628000020980835},{"id":"https://openalex.org/C44725695","wikidata":"https://www.wikidata.org/wiki/Q288156","display_name":"Normative","level":2,"score":0.5203999876976013},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.46630001068115234},{"id":"https://openalex.org/C18296254","wikidata":"https://www.wikidata.org/wiki/Q1395219","display_name":"Skepticism","level":2,"score":0.4327000081539154},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4187000095844269},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.38440001010894775},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.3546999990940094},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.34610000252723694},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.34439998865127563},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.3140000104904175},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.30790001153945923},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.301800012588501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29010000824928284},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27790001034736633},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2743000090122223},{"id":"https://openalex.org/C2781118332","wikidata":"https://www.wikidata.org/wiki/Q430460","display_name":"Capability approach","level":2,"score":0.26570001244544983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3757647","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757647","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3757647","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757647","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":93,"referenced_works":["https://openalex.org/W1979290264","https://openalex.org/W2032807157","https://openalex.org/W2045507107","https://openalex.org/W2083407228","https://openalex.org/W2086406824","https://openalex.org/W2100960835","https://openalex.org/W2166906544","https://openalex.org/W2239306219","https://openalex.org/W2480786804","https://openalex.org/W2483639310","https://openalex.org/W2539402368","https://openalex.org/W2588194244","https://openalex.org/W2745133928","https://openalex.org/W2771754551","https://openalex.org/W2786242872","https://openalex.org/W2792183666","https://openalex.org/W2795743913","https://openalex.org/W2808761635","https://openalex.org/W2809878087","https://openalex.org/W2959564100","https://openalex.org/W2963854893","https://openalex.org/W2969520854","https://openalex.org/W2974817986","https://openalex.org/W2979925228","https://openalex.org/W2980202986","https://openalex.org/W2980845022","https://openalex.org/W2995006168","https://openalex.org/W2995382404","https://openalex.org/W2998511955","https://openalex.org/W3001807593","https://openalex.org/W3003162384","https://openalex.org/W3008948670","https://openalex.org/W3011786056","https://openalex.org/W3013149459","https://openalex.org/W3100046612","https://openalex.org/W3101206394","https://openalex.org/W3104855997","https://openalex.org/W3108750004","https://openalex.org/W3125627650","https://openalex.org/W3127668847","https://openalex.org/W3133759846","https://openalex.org/W3133874049","https://openalex.org/W3136620301","https://openalex.org/W3158479996","https://openalex.org/W3164702766","https://openalex.org/W3167386453","https://openalex.org/W3173565726","https://openalex.org/W3190071837","https://openalex.org/W3193605537","https://openalex.org/W3194182673","https://openalex.org/W3206958441","https://openalex.org/W3211982349","https://openalex.org/W3212020324","https://openalex.org/W4220820301","https://openalex.org/W4224992224","https://openalex.org/W4224992683","https://openalex.org/W4224999418","https://openalex.org/W4225158154","https://openalex.org/W4226099958","https://openalex.org/W4256407745","https://openalex.org/W4280609065","https://openalex.org/W4281259979","https://openalex.org/W4283164026","https://openalex.org/W4283164469","https://openalex.org/W4283466563","https://openalex.org/W4288083705","https://openalex.org/W4288083801","https://openalex.org/W4288086173","https://openalex.org/W4288359825","https://openalex.org/W4288617757","https://openalex.org/W4293783418","https://openalex.org/W4308426354","https://openalex.org/W4308426398","https://openalex.org/W4308764962","https://openalex.org/W4318719666","https://openalex.org/W4321610533","https://openalex.org/W4378942194","https://openalex.org/W4379251566","https://openalex.org/W4380320234","https://openalex.org/W4380354660","https://openalex.org/W4380370169","https://openalex.org/W4385190631","https://openalex.org/W4385219509","https://openalex.org/W4386714740","https://openalex.org/W4387344927","https://openalex.org/W4390062813","https://openalex.org/W4391902753","https://openalex.org/W4391903368","https://openalex.org/W4396218205","https://openalex.org/W4396833121","https://openalex.org/W4396833289","https://openalex.org/W4402747641","https://openalex.org/W4404171770"],"related_works":[],"abstract_inverted_index":{"The":[0],"widespread":[1],"integration":[2,40],"of":[3,49,91,105,136,141,148,219,224],"data-driven":[4],"technologies":[5],"in":[6,19,25,41,56,68,144,189,199],"hiring":[7,20,57,201],"highlights":[8,180],"the":[9,26,69,75,89,103,118,137,181,220],"need":[10],"for":[11,154,183],"appropriate":[12],"fairness":[13,51,113,149,166,190,198,206],"assessment":[14],"methodologies.":[15],"With":[16],"AI":[17],"applications":[18],"classified":[21],"as":[22,86,88,129,151],"high-risk":[23],"systems":[24],"European":[27],"Union,":[28],"vendors":[29],"are":[30],"compelled":[31],"to":[32,117,213],"manage":[33],"discrimination":[34],"risks":[35],"carefully":[36],"throughout":[37],"development":[38,221],"and":[39,54,62,81,84,97,108,131,139,168,175,191,210,216,222],"personnel":[42],"selection.":[43],"This":[44,178],"necessitates":[45],"a":[46,152],"critical":[47],"examination":[48],"how":[50],"is":[52],"conceptualized":[53],"operationalized":[55],"practice.":[58,145],"By":[59],"conducting":[60],"group":[61],"individual":[63],"interviews":[64],"with":[65,165,186],"diverse":[66],"stakeholders":[67],"German-speaking":[70],"market,":[71],"our":[72],"research":[73,79],"evaluates":[74],"alignment":[76],"between":[77],"technical":[78],"findings":[80,101],"industry":[82],"expectations":[83],"practices,":[85],"well":[87],"congruence":[90],"stakeholder":[92],"perspectives,":[93],"especially":[94],"HR":[95,159,187],"practitioners":[96],"technology":[98,192],"developers.":[99],"Our":[100],"underscore":[102],"influence":[104],"organizational":[106],"norms":[107],"diversity":[109],"goals":[110],"on":[111],"practitioners'":[112],"conceptions,":[114],"adding":[115],"complexity":[116],"already":[119],"fragmented":[120],"landscape.":[121],"While":[122],"all":[123,156],"participants":[124],"endorsed":[125],"normative":[126],"principles":[127],"such":[128],"transparency":[130],"standardization,":[132],"many":[133],"lacked":[134],"awareness":[135],"limitations":[138],"challenges":[140],"implementing":[142],"them":[143],"Concrete":[146],"operationalization":[147],"emerged":[150],"challenge":[153],"almost":[155],"participants,":[157],"particularly":[158],"practitioners,":[160],"who":[161],"showed":[162],"limited":[163],"familiarity":[164],"metrics":[167],"often":[169],"expressed":[170],"skepticism":[171],"toward":[172],"both":[173],"group-level":[174],"individual-level":[176],"measures.":[177],"study":[179],"necessity":[182],"stronger":[184],"engagement":[185],"departments":[188],"research.":[193],"We":[194],"argue":[195],"that":[196],"ensuring":[197],"AI-assisted":[200],"requires":[202],"shared":[203],"vocabularies,":[204],"configurable":[205],"evaluations,":[207],"targeted":[208],"training,":[209],"collaborative":[211],"infrastructures":[212],"enable":[214],"robust":[215],"effective":[217],"oversight":[218],"usage":[223],"these":[225],"technologies.":[226]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-16T00:00:00"}
