{"id":"https://openalex.org/W2744567383","doi":"https://doi.org/10.4018/ijdet.2017100105","title":"Using Learning Analytics to Support Engagement in Collaborative Writing","display_name":"Using Learning Analytics to Support Engagement in Collaborative Writing","publication_year":2017,"publication_date":"2017-08-03","ids":{"openalex":"https://openalex.org/W2744567383","doi":"https://doi.org/10.4018/ijdet.2017100105","mag":"2744567383"},"language":"en","primary_location":{"id":"doi:10.4018/ijdet.2017100105","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijdet.2017100105","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=187248&isxn=9781522511106","source":{"id":"https://openalex.org/S103640237","display_name":"International Journal of Distance Education Technologies","issn_l":"1539-3100","issn":["1539-3100","1539-3119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distance Education Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=187248&isxn=9781522511106","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100347838","display_name":"Ming Liu","orcid":"https://orcid.org/0000-0003-4256-6531"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Liu","raw_affiliation_strings":["School of Computer and Information Science, Southwest University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Science, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032558671","display_name":"Abelardo Pardo","orcid":"https://orcid.org/0000-0002-6857-0582"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abelardo Pardo","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100434336","display_name":"Liu Li","orcid":"https://orcid.org/0000-0002-4898-3013"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Liu","raw_affiliation_strings":["School of Software Engineering, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3041,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81184948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"15","issue":"4","first_page":"79","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9995999932289124,"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/T11122","display_name":"Online Learning and Analytics","score":0.996999979019165,"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/T12028","display_name":"Knowledge Management and Sharing","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/affordance","display_name":"Affordance","score":0.8901326656341553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6790138483047485},{"id":"https://openalex.org/keywords/collaborative-writing","display_name":"Collaborative writing","score":0.6727513074874878},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.5816758275032043},{"id":"https://openalex.org/keywords/student-engagement","display_name":"Student engagement","score":0.5326017737388611},{"id":"https://openalex.org/keywords/writing-process","display_name":"Writing process","score":0.5262828469276428},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5012915134429932},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48342978954315186},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.4639633893966675},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.44348061084747314},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4355275332927704},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4260757863521576},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3893594741821289},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3273733854293823},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3165190815925598},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.29478561878204346},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.27764585614204407},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2755849063396454},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.1802021861076355},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08404353260993958}],"concepts":[{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.8901326656341553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6790138483047485},{"id":"https://openalex.org/C2778695844","wikidata":"https://www.wikidata.org/wiki/Q1762292","display_name":"Collaborative writing","level":2,"score":0.6727513074874878},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.5816758275032043},{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.5326017737388611},{"id":"https://openalex.org/C2781341000","wikidata":"https://www.wikidata.org/wiki/Q1468902","display_name":"Writing process","level":2,"score":0.5262828469276428},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5012915134429932},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48342978954315186},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.4639633893966675},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.44348061084747314},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4355275332927704},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4260757863521576},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3893594741821289},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3273733854293823},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3165190815925598},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.29478561878204346},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.27764585614204407},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2755849063396454},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.1802021861076355},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08404353260993958},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijdet.2017100105","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijdet.2017100105","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=187248&isxn=9781522511106","source":{"id":"https://openalex.org/S103640237","display_name":"International Journal of Distance Education Technologies","issn_l":"1539-3100","issn":["1539-3100","1539-3119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distance Education Technologies","raw_type":"journal-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/126709","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/126709","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.4018/ijdet.2017100105","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijdet.2017100105","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=187248&isxn=9781522511106","source":{"id":"https://openalex.org/S103640237","display_name":"International Journal of Distance Education Technologies","issn_l":"1539-3100","issn":["1539-3100","1539-3119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distance Education Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320328884","display_name":"Chongqing Social Science Planning Fund","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2744567383.pdf","grobid_xml":"https://content.openalex.org/works/W2744567383.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W89172087","https://openalex.org/W121213069","https://openalex.org/W210566455","https://openalex.org/W941815880","https://openalex.org/W1542505676","https://openalex.org/W1578675100","https://openalex.org/W1628317209","https://openalex.org/W1970280866","https://openalex.org/W1971204498","https://openalex.org/W1982558078","https://openalex.org/W1993113460","https://openalex.org/W1994580081","https://openalex.org/W2005372638","https://openalex.org/W2011748219","https://openalex.org/W2024418141","https://openalex.org/W2025550889","https://openalex.org/W2030134541","https://openalex.org/W2033457662","https://openalex.org/W2036577981","https://openalex.org/W2044394019","https://openalex.org/W2053563199","https://openalex.org/W2064054441","https://openalex.org/W2072220377","https://openalex.org/W2084268671","https://openalex.org/W2092002315","https://openalex.org/W2096825400","https://openalex.org/W2097806397","https://openalex.org/W2102213842","https://openalex.org/W2102243141","https://openalex.org/W2113894322","https://openalex.org/W2124373072","https://openalex.org/W2136345557","https://openalex.org/W2137183511","https://openalex.org/W2142122858","https://openalex.org/W2144958720","https://openalex.org/W2146866226","https://openalex.org/W2152587505","https://openalex.org/W2156692108","https://openalex.org/W2160421392","https://openalex.org/W2160578277","https://openalex.org/W2164339913","https://openalex.org/W2164390622","https://openalex.org/W2169570446","https://openalex.org/W2237288555","https://openalex.org/W2337673314","https://openalex.org/W2394114374","https://openalex.org/W2394163282","https://openalex.org/W2399251429","https://openalex.org/W2566035556","https://openalex.org/W2724656552","https://openalex.org/W2993207481"],"related_works":["https://openalex.org/W2920987645","https://openalex.org/W4377140396","https://openalex.org/W2382208514","https://openalex.org/W3203000043","https://openalex.org/W4282026859","https://openalex.org/W2470150848","https://openalex.org/W2911577858","https://openalex.org/W2121021567","https://openalex.org/W3150401368","https://openalex.org/W4376130161"],"abstract_inverted_index":{"Online":[0],"collaborative":[1,30,81,117],"writing":[2,11,42,59,82,85,93,118,135],"tools":[3,15],"provide":[4],"an":[5],"efficient":[6],"way":[7],"to":[8,64,129],"complete":[9],"a":[10,29,36,86,116],"task.":[12],"However,":[13],"existing":[14],"only":[16],"focus":[17],"on":[18,133],"technological":[19],"affordances":[20,27],"and":[21,44,51,57,92,110,137],"ignore":[22],"the":[23,70,73,107,125,134,139],"importance":[24],"of":[25,72,141],"social":[26],"in":[28,79,115],"learning":[31,37],"environment.":[32],"This":[33],"article":[34],"describes":[35],"analytic":[38],"system":[39,74],"that":[40,102,124],"analyzes":[41],"behaviors,":[43],"creates":[45],"visualizations":[46,111,126],"incorporating":[47],"individual":[48,142],"engagement":[49,114],"awareness":[50,54],"group":[52],"ranking":[53],"(social":[55],"affordance),":[56,63],"review":[58],"behaviour":[60],"history":[61],"(technological":[62],"support":[65,138],"student":[66],"engagement.":[67],"Studies":[68],"examined":[69],"performance":[71],"used":[75],"by":[76],"university":[77],"students":[78,103,122],"two":[80],"activities:":[83],"collaboratively":[84],"project":[87],"proposal":[88],"(N":[89,97],"=":[90,98],"41)":[91],"tutorial":[94],"discussion":[95],"answers":[96],"25).":[99],"Results":[100],"show":[101],"agreed":[104],"with":[105],"what":[106],"visualization":[108],"conveys":[109],"enhance":[112],"their":[113],"activity.":[119],"In":[120],"addition,":[121],"stated":[123],"were":[127],"useful":[128],"help":[130],"them":[131],"reflect":[132],"process":[136],"assessment":[140],"contributions.":[143]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}