{"id":"https://openalex.org/W4405576713","doi":"https://doi.org/10.1177/20539517241303162","title":"How people connect fairness and equity when they talk about data uses","display_name":"How people connect fairness and equity when they talk about data uses","publication_year":2024,"publication_date":"2024-12-01","ids":{"openalex":"https://openalex.org/W4405576713","doi":"https://doi.org/10.1177/20539517241303162"},"language":"en","primary_location":{"id":"doi:10.1177/20539517241303162","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517241303162","pdf_url":null,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","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://doi.org/10.1177/20539517241303162","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080240262","display_name":"Helen Kennedy","orcid":"https://orcid.org/0000-0003-0273-3825"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Helen Kennedy","raw_affiliation_strings":["Department of Sociological Studies, University of Sheffield, Sheffield, UK"],"raw_orcid":"https://orcid.org/0000-0003-0273-3825","affiliations":[{"raw_affiliation_string":"Department of Sociological Studies, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090677421","display_name":"Hannah Ditchfield","orcid":"https://orcid.org/0000-0001-8612-620X"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hannah Ditchfield","raw_affiliation_strings":["Department of Sociological Studies, University of Sheffield, Sheffield, UK"],"raw_orcid":"https://orcid.org/0000-0001-8612-620X","affiliations":[{"raw_affiliation_string":"Department of Sociological Studies, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080347014","display_name":"Susan Oman","orcid":"https://orcid.org/0000-0002-5723-0830"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Susan Oman","raw_affiliation_strings":["Centre for Machine Intelligence, University of Sheffield, Sheffield, UK"],"raw_orcid":"https://orcid.org/0000-0002-5723-0830","affiliations":[{"raw_affiliation_string":"Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066905345","display_name":"Jo Bates","orcid":"https://orcid.org/0000-0001-7266-8470"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jo Bates","raw_affiliation_strings":["Information School, University of Sheffield, Sheffield, UK"],"raw_orcid":"https://orcid.org/0000-0001-7266-8470","affiliations":[{"raw_affiliation_string":"Information School, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060676117","display_name":"Itzelle Medina-Perea","orcid":"https://orcid.org/0000-0003-1702-1484"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Itzelle Medina Perea","raw_affiliation_strings":["Information School, University of Sheffield, Sheffield, UK"],"raw_orcid":"https://orcid.org/0000-0003-1702-1484","affiliations":[{"raw_affiliation_string":"Information School, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089192113","display_name":"Monika Fr\u0105tczak","orcid":"https://orcid.org/0000-0001-6156-0982"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Monika Fratczak","raw_affiliation_strings":["Department of Sociological Studies, University of Sheffield, Sheffield, UK"],"raw_orcid":"https://orcid.org/0000-0001-6156-0982","affiliations":[{"raw_affiliation_string":"Department of Sociological Studies, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034561870","display_name":"Mark Taylor","orcid":"https://orcid.org/0000-0001-5943-9796"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Taylor","raw_affiliation_strings":["Sheffield Methods Institute, University of Sheffield, Sheffield, UK"],"raw_orcid":"https://orcid.org/0000-0001-5943-9796","affiliations":[{"raw_affiliation_string":"Sheffield Methods Institute, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5080240262"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":{"value":800,"currency":"USD","value_usd":800},"apc_paid":{"value":800,"currency":"USD","value_usd":800},"fwci":0.7456,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78545045,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"11","issue":"4","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":0.9987999796867371,"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":0.9987999796867371,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9975000023841858,"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/T10582","display_name":"Ethics in Clinical Research","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/equity","display_name":"Equity (law)","score":0.6971940994262695},{"id":"https://openalex.org/keywords/solidarity","display_name":"Solidarity","score":0.6532655954360962},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.5856841802597046},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.5781646966934204},{"id":"https://openalex.org/keywords/criticism","display_name":"Criticism","score":0.49842071533203125},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.4210056662559509},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.4168210029602051},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.41637343168258667},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.41024166345596313},{"id":"https://openalex.org/keywords/positive-economics","display_name":"Positive economics","score":0.39275437593460083},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.295502632856369},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2448897361755371},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.21728172898292542},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.15260186791419983}],"concepts":[{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.6971940994262695},{"id":"https://openalex.org/C2780641677","wikidata":"https://www.wikidata.org/wiki/Q815726","display_name":"Solidarity","level":3,"score":0.6532655954360962},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.5856841802597046},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.5781646966934204},{"id":"https://openalex.org/C7991579","wikidata":"https://www.wikidata.org/wiki/Q17955","display_name":"Criticism","level":2,"score":0.49842071533203125},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4210056662559509},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.4168210029602051},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.41637343168258667},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.41024166345596313},{"id":"https://openalex.org/C118084267","wikidata":"https://www.wikidata.org/wiki/Q26110","display_name":"Positive economics","level":1,"score":0.39275437593460083},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.295502632856369},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2448897361755371},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.21728172898292542},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.15260186791419983},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/20539517241303162","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517241303162","pdf_url":null,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data &amp; Society","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:215892","is_oa":true,"landing_page_url":"https://eprints.whiterose.ac.uk/215892/5/kennedy-et-al-2024-how-people-connect-fairness-and-equity-when-they-talk-about-data-uses.pdf","pdf_url":"https://eprints.whiterose.ac.uk/215892/5/kennedy-et-al-2024-how-people-connect-fairness-and-equity-when-they-talk-about-data-uses.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:bd6ef23f1db340518e652f1162582678","is_oa":true,"landing_page_url":"https://doaj.org/article/bd6ef23f1db340518e652f1162582678","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 11 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/20539517241303162","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517241303162","pdf_url":null,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data &amp; Society","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G2254927841","display_name":null,"funder_award_id":"OSP/43959","funder_id":"https://openalex.org/F4320319997","funder_display_name":"Nuffield Foundation"}],"funders":[{"id":"https://openalex.org/F4320319997","display_name":"Nuffield Foundation","ror":"https://ror.org/0281jqk77"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1996709735","https://openalex.org/W2038420893","https://openalex.org/W2045507000","https://openalex.org/W2095215170","https://openalex.org/W2100960835","https://openalex.org/W2148561681","https://openalex.org/W2167079705","https://openalex.org/W2256157347","https://openalex.org/W2337002970","https://openalex.org/W2353949686","https://openalex.org/W2465910587","https://openalex.org/W2560085779","https://openalex.org/W2576280684","https://openalex.org/W2590124083","https://openalex.org/W2601897791","https://openalex.org/W2809878087","https://openalex.org/W2897154134","https://openalex.org/W2945268660","https://openalex.org/W3002472580","https://openalex.org/W3003599720","https://openalex.org/W3040416015","https://openalex.org/W3045760833","https://openalex.org/W3101206394","https://openalex.org/W3175270988","https://openalex.org/W3188963984","https://openalex.org/W3202258293","https://openalex.org/W4205570006","https://openalex.org/W4233677512","https://openalex.org/W4242918116","https://openalex.org/W4300003134","https://openalex.org/W4379212024","https://openalex.org/W4386476764","https://openalex.org/W4389201405","https://openalex.org/W6996670582"],"related_works":["https://openalex.org/W4379799207","https://openalex.org/W3120711800","https://openalex.org/W3187298618","https://openalex.org/W4389502092","https://openalex.org/W2134671497","https://openalex.org/W4205241721","https://openalex.org/W4289516261","https://openalex.org/W4300808347","https://openalex.org/W2994809597","https://openalex.org/W1568171374"],"abstract_inverted_index":{"As":[0],"a":[1,28,45,106,148],"mechanism":[2],"for":[3],"addressing":[4],"data-related":[5,50],"harms,":[6,25],"fairness":[7,97,141],"has":[8],"been":[9],"subjected":[10],"to":[11,17,37,100,113],"considerable":[12],"criticism,":[13],"seen":[14,146],"as":[15,27,54,147],"failing":[16],"acknowledge":[18,63],"the":[19],"power":[20],"relationships":[21],"that":[22,42,94,110,139],"produce":[23],"said":[24],"or":[26],"\u2018floating":[29],"signifier\u2019":[30],"devoid":[31],"of":[32,48,66,150],"specific":[33,58,88],"meaning.":[34],"In":[35],"contrast":[36],"fairness,":[38],"it":[39],"is":[40,116],"argued":[41],"equity":[43,99,143],"does":[44,125,127],"better":[46],"job":[47],"recognising":[49],"harms.":[51],"Criticisms":[52],"such":[53],"these":[55,74],"emerge":[56],"in":[57,87],"cultural":[59],"contexts":[60],"and":[61,68,98,119,126,131],"rarely":[62],"everyday":[64,151],"understandings":[65],"terms":[67],"concepts.":[69],"This":[70],"paper":[71],"engages":[72],"with":[73,103,142],"criticisms,":[75],"drawing":[76],"on":[77],"research":[78],"exploring":[79],"how":[80],"112":[81],"UK":[82],"residents":[83],"perceive":[84,96],"data":[85,133,152],"uses":[86],"public":[89],"service":[90],"organisations.":[91],"We":[92,135],"found":[93],"participants":[95],"be":[101,145],"interwoven":[102],"each":[104],"other,":[105],"finding":[107],"which":[108,120],"shows":[109],"who":[111],"gets":[112],"define":[114],"what":[115,124],"fair":[117],"matters":[118],"challenges":[121],"assumptions":[122],"about":[123],"not":[128],"constitute":[129],"thinking":[130],"talking":[132],"politics.":[134],"conclude":[136],"by":[137],"proposing":[138],"linking":[140],"can":[144],"kind":[149],"solidarity.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
