{"id":"https://openalex.org/W3166188185","doi":"https://doi.org/10.1145/3430895.3460160","title":"Learning Analytics Dashboard Research Has Neglected Diversity, Equity and Inclusion","display_name":"Learning Analytics Dashboard Research Has Neglected Diversity, Equity and Inclusion","publication_year":2021,"publication_date":"2021-06-07","ids":{"openalex":"https://openalex.org/W3166188185","doi":"https://doi.org/10.1145/3430895.3460160","mag":"3166188185"},"language":"en","primary_location":{"id":"doi:10.1145/3430895.3460160","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3430895.3460160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"},"type":"conference-paper","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/A5001257476","display_name":"Kimberly Williamson","orcid":"https://orcid.org/0000-0002-7693-3195"},"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":"Kimberly Williamson","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071778778","display_name":"Ren\u00e9 F. Kizilcec","orcid":"https://orcid.org/0000-0001-6283-5546"},"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":"Ren\u00e9 F. Kizilcec","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9993000030517578,"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/inclusion","display_name":"Inclusion (mineral)","score":0.752589762210846},{"id":"https://openalex.org/keywords/equity","display_name":"Equity (law)","score":0.7411388158798218},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.5791609883308411},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5682611465454102},{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.5351676940917969},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.5103358626365662},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.4310375154018402},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4231698215007782},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.3680693507194519},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.30395591259002686},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.29718801379203796},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2628122866153717},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.16597822308540344}],"concepts":[{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.752589762210846},{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.7411388158798218},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.5791609883308411},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5682611465454102},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.5351676940917969},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.5103358626365662},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.4310375154018402},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4231698215007782},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3680693507194519},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30395591259002686},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.29718801379203796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2628122866153717},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.16597822308540344},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3430895.3460160","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3430895.3460160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W619094079","https://openalex.org/W1987708126","https://openalex.org/W2002031667","https://openalex.org/W2017145562","https://openalex.org/W2035232611","https://openalex.org/W2067573303","https://openalex.org/W2509533451","https://openalex.org/W2745945089","https://openalex.org/W2883924005","https://openalex.org/W2945163348","https://openalex.org/W2966152243","https://openalex.org/W2983608265","https://openalex.org/W3023128235","https://openalex.org/W3033984276","https://openalex.org/W3083694911","https://openalex.org/W3107123665","https://openalex.org/W6836495385"],"related_works":["https://openalex.org/W4379434981","https://openalex.org/W3034267728","https://openalex.org/W3134741836","https://openalex.org/W2588291961","https://openalex.org/W2594203497","https://openalex.org/W4321608238","https://openalex.org/W4225907471","https://openalex.org/W2113723816","https://openalex.org/W4312251268","https://openalex.org/W4238005210"],"abstract_inverted_index":{"Learning":[0],"analytic":[1],"dashboards":[2],"(LADs)":[3],"have":[4,32],"become":[5],"more":[6],"prevalent":[7],"in":[8,35,81,102,151],"higher":[9,129],"education":[10,130],"to":[11,37,50,60,70,92,143,160],"help":[12,148],"students,":[13],"faculty,":[14],"and":[15,26,42,64,100,121,140,147,166],"staff":[16],"make":[17],"data-informed":[18],"decisions.":[19],"Despite":[20],"extensive":[21],"research":[22,53,58,83,115,159],"on":[23],"the":[24,103,128],"design":[25],"usability":[27],"of":[28,39,90,97,163],"LADs,":[29],"few":[30],"studies":[31],"examined":[33],"them":[34],"relation":[36],"issues":[38,96,112,162],"diversity,":[40,62,98,164],"equity,":[41,63,99,165],"inclusion.":[43,167],"We":[44,107,132,153],"conducted":[45],"a":[46],"critical":[47],"literature":[48,104],"review":[49,86],"address":[51,93,161],"three":[52],"questions:":[54],"How":[55,66],"does":[56],"LAD":[57,114,158],"contribute":[59,69],"improving":[61],"inclusion?":[65],"might":[67],"LADs":[68,91,135],"maintaining":[71],"or":[72,94],"exacerbating":[73],"inequitable":[74],"outcomes?":[75],"And":[76],"what":[77],"future":[78,157],"opportunities":[79,155],"exist":[80],"this":[82],"space?":[84],"Our":[85],"showed":[87],"little":[88],"use":[89],"improve":[95],"inclusion":[101],"thus":[105],"far.":[106],"argue":[108,133],"that":[109,134],"excluding":[110],"these":[111],"from":[113],"is":[116],"not":[117],"an":[118],"isolated":[119],"oversight":[120],"it":[122],"risks":[123],"reinforcing":[124],"existing":[125],"inequities":[126,150],"within":[127],"system.":[131],"can":[136],"be":[137],"designed,":[138],"researched,":[139],"deployed":[141],"intentionally":[142],"advance":[144],"equitable":[145],"outcomes":[146],"dismantle":[149],"education.":[152],"highlight":[154],"for":[156]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}