{"id":"https://openalex.org/W4379212024","doi":"https://doi.org/10.1108/jd-01-2023-0006","title":"Socially meaningful transparency in data-based systems: reflections\u00a0and proposals from practice","display_name":"Socially meaningful transparency in data-based systems: reflections\u00a0and proposals from practice","publication_year":2023,"publication_date":"2023-06-03","ids":{"openalex":"https://openalex.org/W4379212024","doi":"https://doi.org/10.1108/jd-01-2023-0006"},"language":"en","primary_location":{"id":"doi:10.1108/jd-01-2023-0006","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jd-01-2023-0006","pdf_url":null,"source":{"id":"https://openalex.org/S10082577","display_name":"Journal of Documentation","issn_l":"0022-0418","issn":["0022-0418","1758-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Documentation","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/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":["The University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","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":false,"raw_author_name":"Helen Kennedy","raw_affiliation_strings":["The University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057799311","display_name":"Itzelle Medina Perea","orcid":null},"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":["The University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The 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":["The University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090604945","display_name":"Lulu Pinney","orcid":null},"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":"Lulu Pinney","raw_affiliation_strings":["The University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":2.1256,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89481974,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"80","issue":"1","first_page":"54","last_page":"72"},"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":0.9972000122070312,"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":0.9972000122070312,"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/T10953","display_name":"E-Government and Public Services","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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":0.9930999875068665,"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/transparency","display_name":"Transparency (behavior)","score":0.919268012046814},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5416011214256287},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.509793221950531},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.42341262102127075},{"id":"https://openalex.org/keywords/open-data","display_name":"Open data","score":0.4201415777206421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3194793462753296},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.283484548330307},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.1288083791732788},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.11059069633483887},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09951013326644897}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.919268012046814},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5416011214256287},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.509793221950531},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.42341262102127075},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.4201415777206421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3194793462753296},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.283484548330307},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.1288083791732788},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.11059069633483887},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09951013326644897},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/jd-01-2023-0006","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jd-01-2023-0006","pdf_url":null,"source":{"id":"https://openalex.org/S10082577","display_name":"Journal of Documentation","issn_l":"0022-0418","issn":["0022-0418","1758-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Documentation","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:198835","is_oa":false,"landing_page_url":"https://eprints.whiterose.ac.uk/198835/3/AAV%20LWD%20Transparency%20-%20JDOC%20-%20FINAL%20version%20draft.pdf","pdf_url":"https://eprints.whiterose.ac.uk/198835/3/AAV%20LWD%20Transparency%20-%20JDOC%20-%20FINAL%20version%20draft.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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W202799293","https://openalex.org/W1479800203","https://openalex.org/W2035819245","https://openalex.org/W2044988964","https://openalex.org/W2068754136","https://openalex.org/W2082350117","https://openalex.org/W2127148641","https://openalex.org/W2136635136","https://openalex.org/W2172125870","https://openalex.org/W2461848948","https://openalex.org/W2465910587","https://openalex.org/W2474972129","https://openalex.org/W2551792675","https://openalex.org/W2575439561","https://openalex.org/W2644336210","https://openalex.org/W2744676351","https://openalex.org/W2788007910","https://openalex.org/W2809386502","https://openalex.org/W2897042519","https://openalex.org/W2921764039","https://openalex.org/W2954197146","https://openalex.org/W2969788738","https://openalex.org/W3004232702","https://openalex.org/W3036249794","https://openalex.org/W3037873118","https://openalex.org/W3042486640","https://openalex.org/W3094017707","https://openalex.org/W3100279624","https://openalex.org/W3102619004","https://openalex.org/W3195032612","https://openalex.org/W3198590727","https://openalex.org/W3212368439","https://openalex.org/W4210931577","https://openalex.org/W4280596242","https://openalex.org/W4281774369","https://openalex.org/W4324032733","https://openalex.org/W6742226558"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2593155302","https://openalex.org/W2041415459","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2352855287","https://openalex.org/W2105854671","https://openalex.org/W4362646606","https://openalex.org/W3097500482","https://openalex.org/W4210489535"],"abstract_inverted_index":{"Purpose":[0],"The":[1,44,118,132,222,250],"purpose":[2],"is":[3,197],"to":[4,7,19,36,73,76,91,139,153,189,225,241,244],"present":[5,135],"proposals":[6,46,111,137],"foster":[8],"what":[9,160],"we":[10,95],"call":[11,72],"a":[12,98,199,234],"socially":[13,114,269],"meaningful":[14,115,186,229,270],"transparency":[15,77,122,178,187,230,246],"practice":[16,78,247],"that":[17,31],"aims":[18,188],"enhance":[20,190],"public":[21,61,191],"understanding":[22,192],"of":[23,29,59,141,170,177,193,207,218,261,268],"data-based":[24,63,194,208],"systems":[25,64],"through":[26,100,254,265,274],"the":[27,81,89,101,107,216],"production":[28],"accounts":[30,58],"are":[32],"relevant":[33],"and":[34,39,56,70,130,146,168,173,180,272],"useful":[35],"diverse":[37],"publics,":[38],"society":[40],"more":[41,235,248],"broadly.":[42],"Design/methodology/approach":[43],"authors\u2019":[45],"emerge":[47],"from":[48,124],"reflections":[49],"on":[50,104,228,258],"challenges":[51,123],"they":[52],"experienced":[53],"producing":[54],"written":[55],"visual":[57],"specific":[60],"sector":[62],"for":[65,112,204,212,233],"research":[66],"purposes.":[67],"Following":[68],"Ananny":[69],"Crawford's":[71],"see":[74],"limits":[75],"as":[79],"\u201copenings\u201d,":[80],"authors":[82,108,119,133,251],"put":[83],"their":[84,125,255],"experience":[85,260],"into":[86],"dialogue":[87],"with":[88],"literature":[90],"think":[92],"about":[93,159],"how":[94,243],"might":[96],"chart":[97],"way":[99],"challenges.":[102],"Based":[103],"these":[105],"reflections,":[106],"outline":[109],"seven":[110,136,276],"fostering":[113],"transparency.":[116],"Findings":[117],"identify":[120],"three":[121],"practice:":[126],"information":[127,142],"asymmetry,":[128],"uncertainty":[129],"resourcing.":[131,182],"also":[134],"related":[138],"reduction":[140],"asymmetries":[143],"between":[144],"organisations":[145],"non-commercial":[147],"external":[148],"actors,":[149],"enhanced":[150],"legal":[151],"rights":[152],"access":[154],"information,":[155],"shared":[156],"decision":[157],"making":[158,164],"gets":[161],"made":[162],"transparent,":[163],"visible":[165],"social":[166],"impacts":[167],"uncertainties":[169],"data-systems,":[171],"clear":[172],"accessible":[174],"communication,":[175],"timing":[176],"practices":[179],"adequate":[181],"Social":[183],"implications":[184],"Socially":[185],"systems.":[195],"It":[196],"therefore":[198],"necessary":[200],"condition":[201],"not":[202],"only":[203],"informed":[205],"use":[206],"products,":[209],"but":[210],"crucially":[211],"democratic":[213],"engagement":[214],"in":[215],"development":[217],"datafied":[219],"societies.":[220],"Originality/value":[221],"paper":[223],"contributes":[224],"existing":[226],"debates":[227],"by":[231],"arguing":[232],"social,":[236],"rather":[237],"than":[238],"individual,":[239],"approach":[240],"imagining":[242],"make":[245],"meaningful.":[249],"do":[252],"this":[253],"empirical":[256],"reflection":[257],"our":[259,266,275],"doing":[262],"transparency,":[263,271],"conceptually":[264],"notion":[267],"practically":[273],"proposals.":[277]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
