{"id":"https://openalex.org/W3011995863","doi":"https://doi.org/10.1145/3375462.3375472","title":"How patterns of students dashboard use are related to their achievement and self-regulatory engagement","display_name":"How patterns of students dashboard use are related to their achievement and self-regulatory engagement","publication_year":2020,"publication_date":"2020-03-13","ids":{"openalex":"https://openalex.org/W3011995863","doi":"https://doi.org/10.1145/3375462.3375472","mag":"3011995863"},"language":"en","primary_location":{"id":"doi:10.1145/3375462.3375472","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375462.3375472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Conference on Learning Analytics & Knowledge","raw_type":"proceedings-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/A5008289857","display_name":"Fatemeh Salehian Kia","orcid":"https://orcid.org/0000-0002-8012-2213"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]},{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["CA","US"],"is_corresponding":true,"raw_author_name":"Fatemeh Salehian Kia","raw_affiliation_strings":["Simon Fraser University and University of Michigan"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University and University of Michigan","institution_ids":["https://openalex.org/I27837315","https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010406221","display_name":"Stephanie D. Teasley","orcid":"https://orcid.org/0000-0001-8285-4584"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephanie D. Teasley","raw_affiliation_strings":["University of Michigan"],"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051581150","display_name":"Marek Hatala","orcid":"https://orcid.org/0000-0001-7418-9529"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marek Hatala","raw_affiliation_strings":["Simon Fraser University"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054620810","display_name":"Stuart A. Karabenick","orcid":"https://orcid.org/0000-0002-7948-4049"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stuart A. Karabenick","raw_affiliation_strings":["University of Michigan"],"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089605137","display_name":"Matthew Kay","orcid":"https://orcid.org/0000-0001-9446-0419"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Kay","raw_affiliation_strings":["University of Michigan"],"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008289857"],"corresponding_institution_ids":["https://openalex.org/I18014758","https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":6.6133,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.96563305,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"340","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9825000166893005,"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/dashboard","display_name":"Dashboard","score":0.9204444289207458},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.869544506072998},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5740713477134705},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5192708969116211},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"Academic achievement","score":0.41352665424346924},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3541871905326843},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32692354917526245},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.31376343965530396}],"concepts":[{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.9204444289207458},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.869544506072998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5740713477134705},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5192708969116211},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.41352665424346924},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3541871905326843},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32692354917526245},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.31376343965530396}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3375462.3375472","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375462.3375472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Conference on Learning Analytics & Knowledge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W578879968","https://openalex.org/W1526122805","https://openalex.org/W1586187438","https://openalex.org/W1681730134","https://openalex.org/W1971781829","https://openalex.org/W1981210033","https://openalex.org/W1982464953","https://openalex.org/W2032365340","https://openalex.org/W2059457734","https://openalex.org/W2062800517","https://openalex.org/W2070635017","https://openalex.org/W2077883864","https://openalex.org/W2084268671","https://openalex.org/W2088290398","https://openalex.org/W2092170583","https://openalex.org/W2102243141","https://openalex.org/W2132881639","https://openalex.org/W2142493242","https://openalex.org/W2149874222","https://openalex.org/W2170899200","https://openalex.org/W2341453962","https://openalex.org/W2406295982","https://openalex.org/W2417988078","https://openalex.org/W2509533451","https://openalex.org/W2560140854","https://openalex.org/W2589116427","https://openalex.org/W2590161963","https://openalex.org/W2594116634","https://openalex.org/W2607519433","https://openalex.org/W2724824384","https://openalex.org/W2745945089","https://openalex.org/W2748490932","https://openalex.org/W2784078400","https://openalex.org/W2790615946","https://openalex.org/W2794802448","https://openalex.org/W2800204907","https://openalex.org/W2810874430","https://openalex.org/W2892211387","https://openalex.org/W2914319254","https://openalex.org/W2916183381","https://openalex.org/W2946580964","https://openalex.org/W4213423053"],"related_works":["https://openalex.org/W3134741836","https://openalex.org/W4391160349","https://openalex.org/W4379434981","https://openalex.org/W3034267728","https://openalex.org/W2588291961","https://openalex.org/W2594203497","https://openalex.org/W4225907471","https://openalex.org/W4312251268","https://openalex.org/W4321608238","https://openalex.org/W2113723816"],"abstract_inverted_index":{"The":[0,107],"aim":[1],"of":[2,63,84,118,138,159],"student-facing":[3,145],"dashboards":[4],"is":[5],"to":[6,31,90],"support":[7],"learning":[8,38,105,160],"by":[9,97],"providing":[10],"students":[11,35,64,96,128],"with":[12,26,48,77,143],"actionable":[13],"information":[14],"and":[15,103,121,129,147],"promoting":[16],"self-regulated":[17,104,122,131],"learning.":[18],"We":[19,41],"created":[20],"a":[21,37,57,60,144],"new":[22],"dashboard":[23,87,113],"design":[24,158],"aligned":[25],"SRL":[27],"theory,":[28],"called":[29],"MyLA,":[30],"better":[32],"understand":[33],"how":[34],"use":[36,114],"analytics":[39,161],"tool.":[40],"conducted":[42],"sequence":[43],"analysis":[44],"on":[45,86],"students'":[46,75,141],"interactions":[47],"three":[49],"different":[50,70,74,116],"visualizations":[51],"in":[52,56,66,100,112,140,156],"the":[53,78,136,157],"dashboard,":[54,79,146],"implemented":[55],"LMS,":[58],"for":[59,125],"large":[61],"number":[62],"(860)":[65],"ten":[67],"courses":[68],"representing":[69],"disciplines.":[71],"To":[72],"evaluate":[73],"experiences":[76],"we":[80],"computed":[81],"chi-squared":[82],"tests":[83],"independence":[85],"users":[88],"(52%)":[89],"find":[91],"frequent":[92],"patterns":[93,111],"that":[94,149],"discriminate":[95],"their":[98],"differences":[99,139],"academic":[101,119],"achievement":[102,120],"behaviors.":[106],"results":[108],"revealed":[109],"discriminating":[110],"among":[115],"levels":[117],"learning,":[123],"particularly":[124],"low":[126],"achieving":[127],"high":[130],"learners.":[132],"Our":[133],"findings":[134],"highlight":[135],"importance":[137],"experience":[142],"emphasize":[148],"one":[150],"size":[151],"does":[152],"not":[153],"fit":[154],"all":[155],"tools.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}