{"id":"https://openalex.org/W3213034394","doi":"https://doi.org/10.1007/s11948-021-00346-1","title":"Modeling Ethics: Approaches to Data Creep in Higher Education","display_name":"Modeling Ethics: Approaches to Data Creep in Higher Education","publication_year":2021,"publication_date":"2021-11-18","ids":{"openalex":"https://openalex.org/W3213034394","doi":"https://doi.org/10.1007/s11948-021-00346-1","mag":"3213034394","pmid":"https://pubmed.ncbi.nlm.nih.gov/34796403"},"language":"en","primary_location":{"id":"doi:10.1007/s11948-021-00346-1","doi":"https://doi.org/10.1007/s11948-021-00346-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11948-021-00346-1","pdf_url":null,"source":{"id":"https://openalex.org/S14881475","display_name":"Science and Engineering Ethics","issn_l":"1353-3452","issn":["1353-3452","1471-5546"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science and Engineering Ethics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"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/A5041302112","display_name":"Madisson Whitman","orcid":"https://orcid.org/0000-0003-0936-1358","observed_orcids":["https://orcid.org/0000-0003-0936-1358"]},"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":"Madisson Whitman","raw_affiliation_strings":["Center for Science and Society, Columbia University, New York, NY, USA. mw3492@columbia.edu","Center for Science and Society, Columbia University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-0936-1358","affiliations":[{"raw_affiliation_string":"Center for Science and Society, Columbia University, New York, NY, USA. mw3492@columbia.edu","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Center for Science and Society, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041302112"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":{"value":2780,"currency":"USD","value_usd":2780},"apc_paid":null,"fwci":0.7248,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.70126367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":"27","issue":"6","first_page":"71","last_page":"71"},"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":0.9409000277519226,"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"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9409000277519226,"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"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.025100000202655792,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T13081","display_name":"Digital Education and Society","score":0.003100000089034438,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/data-ethics","display_name":"data ethics","score":0.9350000023841858},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.8100000023841858},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.6150000095367432},{"id":"https://openalex.org/keywords/research-ethics-committees","display_name":"research ethics committees","score":0.8460000157356262},{"id":"https://openalex.org/keywords/informed-consent","display_name":"informed consent","score":0.8149999976158142},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.6169999837875366},{"id":"https://openalex.org/keywords/student-data","display_name":"student data","score":0.8209999799728394},{"id":"https://openalex.org/keywords/academic-success-prediction","display_name":"academic success prediction","score":0.7559999823570251},{"id":"https://openalex.org/keywords/justice","display_name":"justice","score":0.7229999899864197},{"id":"https://openalex.org/keywords/refusal","display_name":"refusal","score":0.8870000243186951}],"concepts":[{"id":"https://openalex.org/C93474598","wikidata":"https://www.wikidata.org/wiki/Q1662553","display_name":"Information ethics","level":2,"score":0.6380207538604736},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.5777652263641357},{"id":"https://openalex.org/C59377095","wikidata":"https://www.wikidata.org/wiki/Q538733","display_name":"Applied ethics","level":2,"score":0.5429110527038574},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5353764891624451},{"id":"https://openalex.org/C153997805","wikidata":"https://www.wikidata.org/wiki/Q42240","display_name":"Research ethics","level":2,"score":0.5225876569747925},{"id":"https://openalex.org/C178125196","wikidata":"https://www.wikidata.org/wiki/Q3275362","display_name":"Nursing ethics","level":2,"score":0.5117406845092773},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.49259358644485474},{"id":"https://openalex.org/C197549326","wikidata":"https://www.wikidata.org/wiki/Q56003","display_name":"Meta-ethics","level":3,"score":0.4750799536705017},{"id":"https://openalex.org/C207665656","wikidata":"https://www.wikidata.org/wiki/Q5403493","display_name":"Ethics of technology","level":4,"score":0.46253588795661926},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.43025654554367065},{"id":"https://openalex.org/C119232533","wikidata":"https://www.wikidata.org/wiki/Q873451","display_name":"Business ethics","level":2,"score":0.4149264097213745},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.41211074590682983},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.366901159286499},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3304661512374878},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25565531849861145},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18968504667282104},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.17279934883117676},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16570448875427246},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.1164751648902893},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.09059852361679077},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007258","descriptor_name":"Informed Consent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009938","descriptor_name":"Organizations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012935","descriptor_name":"Social Justice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D028744","descriptor_name":"Ethics Committees, Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11948-021-00346-1","doi":"https://doi.org/10.1007/s11948-021-00346-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11948-021-00346-1","pdf_url":null,"source":{"id":"https://openalex.org/S14881475","display_name":"Science and Engineering Ethics","issn_l":"1353-3452","issn":["1353-3452","1471-5546"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science and Engineering Ethics","raw_type":"journal-article"},{"id":"pmid:34796403","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34796403","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science and engineering ethics","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309667","display_name":"Purdue Research Foundation","ror":"https://ror.org/007n03h88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":99,"referenced_works":["https://openalex.org/W395377096","https://openalex.org/W601849694","https://openalex.org/W642140448","https://openalex.org/W652151652","https://openalex.org/W1427589294","https://openalex.org/W1481908410","https://openalex.org/W1500693574","https://openalex.org/W1508150034","https://openalex.org/W1543166800","https://openalex.org/W1571603962","https://openalex.org/W1575122726","https://openalex.org/W1601300738","https://openalex.org/W2079191162","https://openalex.org/W2087522825","https://openalex.org/W2087750029","https://openalex.org/W2107370737","https://openalex.org/W2113583180","https://openalex.org/W2132288986","https://openalex.org/W2139661402","https://openalex.org/W2142013321","https://openalex.org/W2142141517","https://openalex.org/W2145128932","https://openalex.org/W2161280932","https://openalex.org/W2264659705","https://openalex.org/W2276495134","https://openalex.org/W2336314092","https://openalex.org/W2336816949","https://openalex.org/W2339175420","https://openalex.org/W2341548706","https://openalex.org/W2363947341","https://openalex.org/W2396457900","https://openalex.org/W2461848948","https://openalex.org/W2466406540","https://openalex.org/W2470352187","https://openalex.org/W2514660684","https://openalex.org/W2515528265","https://openalex.org/W2555951879","https://openalex.org/W2557671501","https://openalex.org/W2575439561","https://openalex.org/W2588794264","https://openalex.org/W2590124083","https://openalex.org/W2592547188","https://openalex.org/W2598912916","https://openalex.org/W2604731544","https://openalex.org/W2605288084","https://openalex.org/W2619779178","https://openalex.org/W2623293600","https://openalex.org/W2716311441","https://openalex.org/W2747658029","https://openalex.org/W2756923027","https://openalex.org/W2766542544","https://openalex.org/W2781265533","https://openalex.org/W2796783114","https://openalex.org/W2883608275","https://openalex.org/W2884016810","https://openalex.org/W2899231480","https://openalex.org/W2899306192","https://openalex.org/W2905589418","https://openalex.org/W2919193235","https://openalex.org/W2921519451","https://openalex.org/W2937175641","https://openalex.org/W2942119556","https://openalex.org/W2942659792","https://openalex.org/W2942730552","https://openalex.org/W2944701162","https://openalex.org/W2945178598","https://openalex.org/W2951066188","https://openalex.org/W2955310856","https://openalex.org/W2955803145","https://openalex.org/W2966318771","https://openalex.org/W2968914873","https://openalex.org/W2973345269","https://openalex.org/W2980065993","https://openalex.org/W2981863007","https://openalex.org/W2995326110","https://openalex.org/W3004900407","https://openalex.org/W3009173974","https://openalex.org/W3014550337","https://openalex.org/W3035770280","https://openalex.org/W3090975829","https://openalex.org/W3107883292","https://openalex.org/W3107908749","https://openalex.org/W3126349953","https://openalex.org/W3135077588","https://openalex.org/W3146083582","https://openalex.org/W3151111467","https://openalex.org/W4206725151","https://openalex.org/W4240700863","https://openalex.org/W4242918116","https://openalex.org/W4248581058","https://openalex.org/W4256074002","https://openalex.org/W4301056702","https://openalex.org/W6632382055","https://openalex.org/W6634218622","https://openalex.org/W6643707542","https://openalex.org/W6889134240","https://openalex.org/W7009170728","https://openalex.org/W7067926249","https://openalex.org/W7075262522"],"related_works":["https://openalex.org/W3095784561","https://openalex.org/W6922382718","https://openalex.org/W3165755011","https://openalex.org/W6967794655","https://openalex.org/W2082165050","https://openalex.org/W7008267178","https://openalex.org/W4401812739","https://openalex.org/W6885125951","https://openalex.org/W4402922970","https://openalex.org/W2057357529"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-11-22T00:00:00"}
