{"id":"https://openalex.org/W2738865715","doi":"https://doi.org/10.1007/s12528-017-9161-1","title":"Exploring the potential of LMS log data as a proxy measure of student engagement","display_name":"Exploring the potential of LMS log data as a proxy measure of student engagement","publication_year":2017,"publication_date":"2017-07-25","ids":{"openalex":"https://openalex.org/W2738865715","doi":"https://doi.org/10.1007/s12528-017-9161-1","mag":"2738865715"},"language":"en","primary_location":{"id":"doi:10.1007/s12528-017-9161-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12528-017-9161-1","pdf_url":null,"source":{"id":"https://openalex.org/S55310782","display_name":"Journal of Computing in Higher Education","issn_l":"1042-1726","issn":["1042-1726","1867-1233"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Journal of Computing in Higher Education","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/A5089727525","display_name":"Curtis R. Henrie","orcid":"https://orcid.org/0000-0002-8117-5640"},"institutions":[{"id":"https://openalex.org/I43943889","display_name":"Brigham Young University - Idaho","ror":"https://ror.org/05j7qk258","country_code":"US","type":"education","lineage":["https://openalex.org/I43943889"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Curtis R. Henrie","raw_affiliation_strings":["Brigham Young University-Idaho, Rexburg, ID, 83440, USA","Brigham Young University-Idaho, Rexburg, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brigham Young University-Idaho, Rexburg, ID, 83440, USA","institution_ids":["https://openalex.org/I43943889"]},{"raw_affiliation_string":"Brigham Young University-Idaho, Rexburg, USA","institution_ids":["https://openalex.org/I43943889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035394379","display_name":"Robert Bodily","orcid":"https://orcid.org/0000-0002-6985-6224"},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Bodily","raw_affiliation_strings":["Brigham Young University, Provo, UT, 84602, USA","Brigham Young University, Provo, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brigham Young University, Provo, UT, 84602, USA","institution_ids":["https://openalex.org/I100005738"]},{"raw_affiliation_string":"Brigham Young University, Provo, USA","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085565828","display_name":"Ross Larsen","orcid":null},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ross Larsen","raw_affiliation_strings":["Brigham Young University, Provo, UT, 84602, USA","Brigham Young University, Provo, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brigham Young University, Provo, UT, 84602, USA","institution_ids":["https://openalex.org/I100005738"]},{"raw_affiliation_string":"Brigham Young University, Provo, USA","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019751778","display_name":"Charles R. Graham","orcid":"https://orcid.org/0000-0001-8598-2602"},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles R. Graham","raw_affiliation_strings":["Brigham Young University, Provo, UT, 84602, USA","Brigham Young University, Provo, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brigham Young University, Provo, UT, 84602, USA","institution_ids":["https://openalex.org/I100005738"]},{"raw_affiliation_string":"Brigham Young University, Provo, USA","institution_ids":["https://openalex.org/I100005738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089727525"],"corresponding_institution_ids":["https://openalex.org/I43943889"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":5.2059,"has_fulltext":false,"cited_by_count":89,"citation_normalized_percentile":{"value":0.95406767,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"30","issue":"2","first_page":"344","last_page":"362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9902999997138977,"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":0.9796000123023987,"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/proxy","display_name":"Proxy (statistics)","score":0.7964829802513123},{"id":"https://openalex.org/keywords/student-engagement","display_name":"Student engagement","score":0.5800101161003113},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5662391781806946},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5534845590591431},{"id":"https://openalex.org/keywords/survey-data-collection","display_name":"Survey data collection","score":0.4915665090084076},{"id":"https://openalex.org/keywords/learning-management","display_name":"Learning Management","score":0.4817773997783661},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.4558613896369934},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.44581037759780884},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.42521408200263977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4228043854236603},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3456941843032837},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.344484806060791},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.29756665229797363},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23035135865211487},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14952215552330017},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14249736070632935},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09023389220237732}],"concepts":[{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.7964829802513123},{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.5800101161003113},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5662391781806946},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5534845590591431},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.4915665090084076},{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.4817773997783661},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.4558613896369934},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.44581037759780884},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.42521408200263977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4228043854236603},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3456941843032837},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.344484806060791},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.29756665229797363},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23035135865211487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14952215552330017},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14249736070632935},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09023389220237732},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12528-017-9161-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12528-017-9161-1","pdf_url":null,"source":{"id":"https://openalex.org/S55310782","display_name":"Journal of Computing in Higher Education","issn_l":"1042-1726","issn":["1042-1726","1867-1233"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Journal of Computing in Higher Education","raw_type":"journal-article"},{"id":"pmh:oai:scholarsarchive.byu.edu:facpub-9050","is_oa":false,"landing_page_url":"https://scholarsarchive.byu.edu/facpub/8122","pdf_url":null,"source":{"id":"https://openalex.org/S4377196308","display_name":"ScholarsArchive  (Brigham Young University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100005738","host_organization_name":"Brigham Young University","host_organization_lineage":["https://openalex.org/I100005738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W17686987","https://openalex.org/W128053457","https://openalex.org/W190379316","https://openalex.org/W940347251","https://openalex.org/W1547027506","https://openalex.org/W1572106291","https://openalex.org/W1971104502","https://openalex.org/W1974219072","https://openalex.org/W1983412528","https://openalex.org/W1992049874","https://openalex.org/W1996869586","https://openalex.org/W2010890973","https://openalex.org/W2017380939","https://openalex.org/W2018176383","https://openalex.org/W2042231673","https://openalex.org/W2055507946","https://openalex.org/W2074724594","https://openalex.org/W2076434093","https://openalex.org/W2086235321","https://openalex.org/W2105940347","https://openalex.org/W2108055971","https://openalex.org/W2108179454","https://openalex.org/W2110065044","https://openalex.org/W2114643243","https://openalex.org/W2115420689","https://openalex.org/W2118409616","https://openalex.org/W2120618638","https://openalex.org/W2141967434","https://openalex.org/W2143959207","https://openalex.org/W2148723307","https://openalex.org/W2153378020","https://openalex.org/W2163294697","https://openalex.org/W2164236274","https://openalex.org/W2169570446","https://openalex.org/W2188960590","https://openalex.org/W2218578097","https://openalex.org/W2221541571","https://openalex.org/W2235725924","https://openalex.org/W2253771273","https://openalex.org/W2260563388","https://openalex.org/W2409832138","https://openalex.org/W2588855640","https://openalex.org/W2610793079","https://openalex.org/W2612314359","https://openalex.org/W3045742681","https://openalex.org/W4206752670","https://openalex.org/W4236026005","https://openalex.org/W4242512985","https://openalex.org/W6692576976","https://openalex.org/W6884925468","https://openalex.org/W6989049292","https://openalex.org/W7017477323"],"related_works":["https://openalex.org/W2028495302","https://openalex.org/W2912668742","https://openalex.org/W3133135863","https://openalex.org/W4253709724","https://openalex.org/W2995766734","https://openalex.org/W2920987645","https://openalex.org/W3188589169","https://openalex.org/W2065718809","https://openalex.org/W2382208514","https://openalex.org/W4282026859"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}