{"id":"https://openalex.org/W4281756333","doi":"https://doi.org/10.1108/jices-12-2021-0124","title":"Mapping data ethics curricula","display_name":"Mapping data ethics curricula","publication_year":2022,"publication_date":"2022-06-01","ids":{"openalex":"https://openalex.org/W4281756333","doi":"https://doi.org/10.1108/jices-12-2021-0124"},"language":"en","primary_location":{"id":"doi:10.1108/jices-12-2021-0124","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jices-12-2021-0124","pdf_url":null,"source":{"id":"https://openalex.org/S102320310","display_name":"Journal of Information Communication and Ethics in Society","issn_l":"1477-996X","issn":["1477-996X","1758-8871"],"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 Information, Communication and Ethics in Society","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/A5017455542","display_name":"Jonathan Reeve","orcid":"https://orcid.org/0000-0003-2827-1569"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jonathan Reeve","raw_affiliation_strings":["Department of English and Comparative Literature, Columbia University, New York, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of English and Comparative Literature, Columbia University, New York, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046721327","display_name":"Isabelle A. Zaugg","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Isabelle Zaugg","raw_affiliation_strings":["Data Science Institute, Columbia University, New York, New York, USA and Institute for Comparative Literature and Society, Columbia University, New York, New York, USA"],"affiliations":[{"raw_affiliation_string":"Data Science Institute, Columbia University, New York, New York, USA and Institute for Comparative Literature and Society, Columbia University, New York, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000834185","display_name":"Zheng Tian","orcid":"https://orcid.org/0000-0002-9825-7415"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tian Zheng","raw_affiliation_strings":["Department of Statistics, Columbia University, New York, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Columbia University, New York, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017455542"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":null,"apc_paid":null,"fwci":0.491,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66141653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"20","issue":"3","first_page":"388","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9958000183105469,"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/syllabus","display_name":"Syllabus","score":0.635880708694458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5545668005943298},{"id":"https://openalex.org/keywords/coursework","display_name":"Coursework","score":0.5216684341430664},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5102047920227051},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4854426980018616},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.47964030504226685},{"id":"https://openalex.org/keywords/introspection","display_name":"Introspection","score":0.4237004220485687},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38295555114746094},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2940506339073181},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.19638124108314514},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.15328830480575562},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1431754231452942}],"concepts":[{"id":"https://openalex.org/C45504901","wikidata":"https://www.wikidata.org/wiki/Q935222","display_name":"Syllabus","level":2,"score":0.635880708694458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5545668005943298},{"id":"https://openalex.org/C2781110425","wikidata":"https://www.wikidata.org/wiki/Q2074695","display_name":"Coursework","level":2,"score":0.5216684341430664},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5102047920227051},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4854426980018616},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.47964030504226685},{"id":"https://openalex.org/C129671850","wikidata":"https://www.wikidata.org/wiki/Q210501","display_name":"Introspection","level":2,"score":0.4237004220485687},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38295555114746094},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2940506339073181},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.19638124108314514},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.15328830480575562},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1431754231452942},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/jices-12-2021-0124","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jices-12-2021-0124","pdf_url":null,"source":{"id":"https://openalex.org/S102320310","display_name":"Journal of Information Communication and Ethics in Society","issn_l":"1477-996X","issn":["1477-996X","1758-8871"],"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 Information, Communication and Ethics in Society","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1991713242","https://openalex.org/W2006447892","https://openalex.org/W2346866974","https://openalex.org/W2548206619","https://openalex.org/W2590124083","https://openalex.org/W2885332402","https://openalex.org/W2944878517","https://openalex.org/W2950007670","https://openalex.org/W2983168980","https://openalex.org/W3009386525","https://openalex.org/W3161244138","https://openalex.org/W3195445680"],"related_works":["https://openalex.org/W3131699866","https://openalex.org/W4376104768","https://openalex.org/W2392007498","https://openalex.org/W2063985832","https://openalex.org/W1970019756","https://openalex.org/W2499484106","https://openalex.org/W3138636238","https://openalex.org/W2153674877","https://openalex.org/W2759364669","https://openalex.org/W2026735170"],"abstract_inverted_index":{"Purpose":[0],"As":[1],"data-driven":[2],"tools":[3],"increasingly":[4],"shape":[5],"our":[6],"life":[7],"and":[8,41,43,63,65,91,111,119,130,156,174,189],"tech":[9],"ethics":[10,16,33,89,136],"crises":[11],"become":[12],"strikingly":[13],"frequent,":[14],"data":[15,32,78,88,100,135,153,245],"coursework":[17],"is":[18,26,55,117],"urgently":[19],"needed.":[20],"The":[21,75,93,181,215],"purpose":[22],"of":[23,31,87,127,145,149,152,176,194,211,233,237,261],"this":[24,71,198],"study":[25],"to":[27,57,81,242,255],"map":[28,256],"the":[29,85,103,122,133,150,166,183,195,257],"field":[30,86,151,236],"curricula,":[34],"tracking":[35],"relations":[36],"between":[37],"courses,":[38],"instructors,":[39],"texts":[40],"writers,":[42],"present":[44,95,217],"a":[45,96,142,164,169,192,202,208,218,222,230,235,247],"proof-of-concept":[46,109],"interactive":[47],"website":[48],"for":[49,124,171],"exploring":[50,146],"these":[51],"relations.":[52,158],"This":[53,139,226,250],"method":[54,140,170,199],"designed":[56],"be":[58,253],"used":[59],"in":[60,102],"curricular":[61,172,227],"research":[62],"development":[64],"provides":[66,141,229],"multiple":[67],"vantage":[68],"points":[69],"on":[70],"multidisciplinary":[72],"field.":[73,196],"Design/methodology/approach":[74],"authors":[76,94,167,184,216],"use":[77],"science":[79],"methods":[80],"foster":[82],"insights":[83],"about":[84],"education":[90],"literature.":[92],"semantic,":[97],"linked":[98],"open":[99],"graph":[101,244],"Resource":[104],"Description":[105],"Framework,":[106],"along":[107],"with":[108],"analyses":[110],"an":[112,147],"exploratory":[113],"website.":[114],"Its":[115],"framework":[116,251],"open-source":[118],"language-agnostic,":[120],"providing":[121],"seed":[123],"future":[125],"contributions":[126],"code,":[128],"syllabi":[129,182],"resources":[131],"from":[132],"global":[134],"community.":[137],"Findings":[138],"convenient":[143],"means":[144],"overview":[148],"ethics\u2019":[154],"social":[155],"textual":[157],"For":[159],"educators":[160],"designing":[161],"or":[162],"refining":[163],"course,":[165],"provide":[168],"introspection":[173],"discovery":[175],"transdisciplinary":[177],"curricula.":[178],"Research":[179],"limitations/implications":[180],"have":[185],"collected":[186],"are":[187],"self-selected":[188],"represent":[190],"only":[191],"subset":[193],"Furthermore,":[197],"exclusively":[200],"represents":[201],"course\u2019s":[203],"assigned":[204],"literature":[205],"rather":[206,220],"than":[207,221],"holistic":[209],"view":[210],"what":[212],"courses":[213],"teach.":[214],"prototype":[219],"finished":[223],"product.":[224],"Originality/value":[225],"survey":[228],"new":[231],"way":[232],"modeling":[234],"study,":[238],"using":[239],"existing":[240],"ontologies":[241],"organize":[243],"into":[246],"comprehensible":[248],"overview.":[249],"may":[252],"repurposed":[254],"institutional":[258],"knowledge":[259],"structures":[260],"other":[262],"disciplines,":[263],"as":[264],"well.":[265]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}