{"id":"https://openalex.org/W4410512996","doi":"https://doi.org/10.1145/3711079","title":"A Systematic Literature Review on Equity and Technology in HCI and Fairness: Navigating the Complexities and Nuances of Equity Research","display_name":"A Systematic Literature Review on Equity and Technology in HCI and Fairness: Navigating the Complexities and Nuances of Equity Research","publication_year":2025,"publication_date":"2025-05-02","ids":{"openalex":"https://openalex.org/W4410512996","doi":"https://doi.org/10.1145/3711079"},"language":"en","primary_location":{"id":"doi:10.1145/3711079","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3711079","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/10.1145/3711079","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066563543","display_name":"Seyun Kim","orcid":"https://orcid.org/0000-0001-5905-7093"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Seyun Kim","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102857078","display_name":"Yuanchen Bai","orcid":"https://orcid.org/0009-0004-2140-7894"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanchen Bai","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051842323","display_name":"Haiyi Zhu","orcid":"https://orcid.org/0000-0001-7271-9100"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haiyi Zhu","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054624773","display_name":"Motahhare Eslami","orcid":"https://orcid.org/0000-0002-1499-3045"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Motahhare Eslami","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066563543"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":9.378,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.97886883,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"9","issue":"2","first_page":"1","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9940999746322632,"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":0.9800000190734863,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/equity","display_name":"Equity (law)","score":0.7403016090393066},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5170302987098694},{"id":"https://openalex.org/keywords/equity-theory","display_name":"Equity theory","score":0.4420516788959503},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.35867375135421753},{"id":"https://openalex.org/keywords/public-economics","display_name":"Public economics","score":0.3331872522830963},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.32041293382644653},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2644917368888855},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2550191879272461},{"id":"https://openalex.org/keywords/economic-justice","display_name":"Economic Justice","score":0.1082572340965271},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.08570355176925659}],"concepts":[{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.7403016090393066},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5170302987098694},{"id":"https://openalex.org/C58003389","wikidata":"https://www.wikidata.org/wiki/Q1070477","display_name":"Equity theory","level":3,"score":0.4420516788959503},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.35867375135421753},{"id":"https://openalex.org/C100001284","wikidata":"https://www.wikidata.org/wiki/Q2248246","display_name":"Public economics","level":1,"score":0.3331872522830963},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.32041293382644653},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2644917368888855},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2550191879272461},{"id":"https://openalex.org/C139621336","wikidata":"https://www.wikidata.org/wiki/Q3190382","display_name":"Economic Justice","level":2,"score":0.1082572340965271},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08570355176925659},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3711079","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3711079","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:10.1145/3711079","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3711079","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":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1576695591","https://openalex.org/W1720153509","https://openalex.org/W1833907828","https://openalex.org/W1965770966","https://openalex.org/W1996730470","https://openalex.org/W1997772859","https://openalex.org/W2005501262","https://openalex.org/W2078091234","https://openalex.org/W2084184188","https://openalex.org/W2087661106","https://openalex.org/W2104113460","https://openalex.org/W2133369086","https://openalex.org/W2140420369","https://openalex.org/W2339955350","https://openalex.org/W2345371536","https://openalex.org/W2400049964","https://openalex.org/W2419068286","https://openalex.org/W2467891205","https://openalex.org/W2588008725","https://openalex.org/W2588194244","https://openalex.org/W2599025709","https://openalex.org/W2649912594","https://openalex.org/W2773716772","https://openalex.org/W2786242872","https://openalex.org/W2787954200","https://openalex.org/W2809878087","https://openalex.org/W2979750364","https://openalex.org/W2995006168","https://openalex.org/W3001363766","https://openalex.org/W3029464893","https://openalex.org/W3032243264","https://openalex.org/W3040108472","https://openalex.org/W3092541244","https://openalex.org/W3095407755","https://openalex.org/W3100046612","https://openalex.org/W3133774865","https://openalex.org/W3133874049","https://openalex.org/W3159435787","https://openalex.org/W3160630056","https://openalex.org/W3160887439","https://openalex.org/W3172101419","https://openalex.org/W3186947646","https://openalex.org/W3193667172","https://openalex.org/W3199110531","https://openalex.org/W3205290952","https://openalex.org/W3206182128","https://openalex.org/W4221104163","https://openalex.org/W4225087473","https://openalex.org/W4226024046","https://openalex.org/W4226099958","https://openalex.org/W4280569846","https://openalex.org/W4280644223","https://openalex.org/W4282576856","https://openalex.org/W4282969450","https://openalex.org/W4288058302","https://openalex.org/W4308885549","https://openalex.org/W4311465342","https://openalex.org/W4362682543","https://openalex.org/W4366587379","https://openalex.org/W4391801210","https://openalex.org/W4396833595","https://openalex.org/W6835209979"],"related_works":["https://openalex.org/W2005922974","https://openalex.org/W2157970304","https://openalex.org/W1927783763","https://openalex.org/W1492018351","https://openalex.org/W3123094578","https://openalex.org/W2535535418","https://openalex.org/W2361889072","https://openalex.org/W2087045143","https://openalex.org/W4386273383","https://openalex.org/W2765540795"],"abstract_inverted_index":{"Equity":[0],"is":[1,51],"crucial":[2],"to":[3,35,74,138,160,175],"the":[4,22,26,99,106,131,144],"ethical":[5],"implications":[6],"in":[7,13,93,182],"technology":[8,39],"development.":[9],"However,":[10],"implementing":[11],"equity":[12,37,59,84,125,133,159,169,181],"practice":[14],"comes":[15],"with":[16],"complexities":[17],"and":[18,30,55,60,70,85,88,95,126,135,153,157,179],"nuances.":[19],"In":[20],"response,":[21],"research":[23,66],"community,":[24,32],"especially":[25],"human-computer":[27],"interaction":[28],"(HCI)":[29],"Fairness":[31],"has":[33,67],"endeavored":[34],"integrate":[36],"into":[38,63],"design,":[40],"addressing":[41,147],"issues":[42],"of":[43,102],"societal":[44],"inequities.":[45],"With":[46],"such":[47],"increasing":[48],"efforts,":[49],"it":[50],"yet":[52],"unclear":[53],"why":[54],"how":[56],"researchers":[57,172],"discuss":[58,139],"its":[61],"integration":[62],"technology,":[64,86,127],"what":[65,71],"been":[68],"conducted,":[69],"gaps":[72,178],"need":[73],"be":[75],"addressed.":[76],"We":[77],"conducted":[78],"a":[79,118],"systematic":[80],"literature":[81],"review":[82],"on":[83,163],"collecting":[87],"analyzing":[89],"202":[90],"papers":[91],"published":[92],"HCI":[94],"Fairness-focused":[96],"venues.":[97],"Amidst":[98],"substantial":[100],"growth":[101],"relevant":[103],"publications":[104],"within":[105],"past":[107],"four":[108],"years,":[109],"we":[110,116,129,142,166],"deliver":[111],"three":[112],"main":[113],"contributions:":[114],"(1)":[115],"elaborate":[117,167],"comprehensive":[119],"understanding":[120],"researchers'":[121],"motivations":[122],"for":[123,171],"studying":[124],"(2)":[128],"illustrate":[130],"different":[132],"definitions":[134],"frameworks":[136],"utilized":[137],"equity,":[140],"(3)":[141],"characterize":[143],"key":[145],"themes":[146],"interventions":[148],"as":[149,151],"well":[150],"tensions":[152],"trade-offs":[154],"when":[155],"advancing":[156],"integrating":[158],"technology.":[161,183],"Based":[162],"our":[164],"findings,":[165],"an":[168],"framework":[170],"who":[173],"seek":[174],"address":[176],"existing":[177],"advance":[180]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
