{"id":"https://openalex.org/W3010807407","doi":"https://doi.org/10.1145/3375462.3375527","title":"Understanding students' engagement with personalised feedback messages","display_name":"Understanding students' engagement with personalised feedback messages","publication_year":2020,"publication_date":"2020-03-13","ids":{"openalex":"https://openalex.org/W3010807407","doi":"https://doi.org/10.1145/3375462.3375527","mag":"3010807407"},"language":"en","primary_location":{"id":"doi:10.1145/3375462.3375527","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375462.3375527","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":"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/A5015307793","display_name":"Hamideh Iraj","orcid":"https://orcid.org/0000-0002-7831-9324"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hamideh Iraj","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022056795","display_name":"Anthea Fudge","orcid":"https://orcid.org/0000-0002-1737-7432"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anthea Fudge","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044202176","display_name":"Margaret Faulkner","orcid":"https://orcid.org/0000-0002-6643-5600"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Margaret Faulkner","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"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/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abelardo Pardo","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072621719","display_name":"Vitomir Kovanovi\u0107","orcid":"https://orcid.org/0000-0001-9694-6033"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vitomir Kovanovi\u0107","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170239107"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"438","last_page":"447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11039","display_name":"Evaluation of Teaching Practices","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T11039","display_name":"Evaluation of Teaching Practices","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10959","display_name":"Student Assessment and Feedback","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T14207","display_name":"Higher Education Practises and Engagement","score":0.9922999739646912,"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/student-engagement","display_name":"Student engagement","score":0.6633987426757812},{"id":"https://openalex.org/keywords/peer-feedback","display_name":"Peer feedback","score":0.6229891777038574},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.581384539604187},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5791640281677246},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5470101833343506},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.49133744835853577},{"id":"https://openalex.org/keywords/negative-feedback","display_name":"Negative feedback","score":0.49013552069664},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.465279757976532},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.4566057026386261},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.436110258102417},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.42889857292175293},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.113697350025177},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08993539214134216}],"concepts":[{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.6633987426757812},{"id":"https://openalex.org/C42058189","wikidata":"https://www.wikidata.org/wiki/Q7160400","display_name":"Peer feedback","level":2,"score":0.6229891777038574},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.581384539604187},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5791640281677246},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5470101833343506},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.49133744835853577},{"id":"https://openalex.org/C93586867","wikidata":"https://www.wikidata.org/wiki/Q62527","display_name":"Negative feedback","level":3,"score":0.49013552069664},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.465279757976532},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.4566057026386261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.436110258102417},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42889857292175293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.113697350025177},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08993539214134216},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3375462.3375527","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375462.3375527","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W607799802","https://openalex.org/W1480376833","https://openalex.org/W1494667067","https://openalex.org/W1513950901","https://openalex.org/W1594490194","https://openalex.org/W1783699710","https://openalex.org/W1804610958","https://openalex.org/W1966924605","https://openalex.org/W1972676371","https://openalex.org/W1974366920","https://openalex.org/W1977152612","https://openalex.org/W1982464953","https://openalex.org/W1994214847","https://openalex.org/W1996001583","https://openalex.org/W1997543660","https://openalex.org/W2006617902","https://openalex.org/W2008013523","https://openalex.org/W2009787706","https://openalex.org/W2022727669","https://openalex.org/W2030441548","https://openalex.org/W2036577981","https://openalex.org/W2058703597","https://openalex.org/W2071097428","https://openalex.org/W2081686431","https://openalex.org/W2081720251","https://openalex.org/W2095907159","https://openalex.org/W2121638836","https://openalex.org/W2122826394","https://openalex.org/W2122933407","https://openalex.org/W2135995390","https://openalex.org/W2138228303","https://openalex.org/W2140240581","https://openalex.org/W2142995122","https://openalex.org/W2156471102","https://openalex.org/W2157565254","https://openalex.org/W2161086831","https://openalex.org/W2238850878","https://openalex.org/W2241136257","https://openalex.org/W2246282878","https://openalex.org/W2267484275","https://openalex.org/W2328912301","https://openalex.org/W2380113066","https://openalex.org/W2417988078","https://openalex.org/W2475564334","https://openalex.org/W2560140854","https://openalex.org/W2587032255","https://openalex.org/W2587939476","https://openalex.org/W2605321304","https://openalex.org/W2606410986","https://openalex.org/W2607283281","https://openalex.org/W2607519433","https://openalex.org/W2608120482","https://openalex.org/W2612833907","https://openalex.org/W2618068775","https://openalex.org/W2743726230","https://openalex.org/W2768077796","https://openalex.org/W2801630847","https://openalex.org/W2806846524","https://openalex.org/W2884682716","https://openalex.org/W2886477952","https://openalex.org/W2888750555","https://openalex.org/W2889617524","https://openalex.org/W2889775085","https://openalex.org/W2901943084","https://openalex.org/W2904618279","https://openalex.org/W2905050135","https://openalex.org/W2945685654","https://openalex.org/W2973960701","https://openalex.org/W2995599951","https://openalex.org/W2996296792","https://openalex.org/W3040710387","https://openalex.org/W3121813943"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2169768854","https://openalex.org/W4297109642","https://openalex.org/W1966975529","https://openalex.org/W1561178428","https://openalex.org/W2894914197","https://openalex.org/W4236190375","https://openalex.org/W3010807407","https://openalex.org/W3213078970"],"abstract_inverted_index":{"Feedback":[0],"is":[1],"a":[2,70],"major":[3],"factor":[4],"of":[5,24,32,39,72,84,95,126,144,157,197],"student":[6,26,34,167],"success":[7,105],"within":[8],"higher":[9,142],"education":[10],"learning.":[11],"However,":[12],"recent":[13],"changes":[14],"-":[15,28],"such":[16],"as":[17],"increased":[18],"class":[19],"sizes":[20],"and":[21,63,103,106,163,190],"socio-economic":[22],"diversity":[23],"the":[25,30,37,51,93,98,137,147,161,192],"population":[27],"challenged":[29],"provision":[31],"effective":[33],"feedback.":[35,114],"Although":[36],"use":[38],"educational":[40],"technology":[41],"for":[42],"personalised":[43],"feedback":[44,52,62,85,101,128,138,153,188,193],"to":[45,61,75,108,112,121,175,183],"diverse":[46],"students":[47,59],"has":[48],"gained":[49],"traction,":[50],"gap":[53],"still":[54],"exists:":[55],"educators":[56],"wonder":[57],"which":[58,64],"respond":[60],"do":[65],"not.":[66],"In":[67],"this":[68],"study,":[69],"set":[71],"trackable":[73],"Call":[74],"Action":[76],"(CTA)":[77],"links":[78],"was":[79,139,154],"embedded":[80],"in":[81,146,160],"two":[82,118],"sets":[83],"messages":[86],"focusing":[87],"on":[88],"students'":[89,110,124,158],"time":[90],"management,":[91],"with":[92,136,141,152],"goal":[94],"(1)":[96],"examining":[97],"association":[99],"between":[100],"engagement":[102,135,151,159],"course":[104],"(2),":[107],"predict":[109],"reaction":[111],"provided":[113,127],"We":[115],"also":[116,164],"conducted":[117],"focus":[119],"groups":[120],"further":[122,201],"examine":[123],"perception":[125],"messages.":[129],"Our":[130],"results":[131],"revealed":[132],"that":[133,165],"early":[134],"associated":[140],"chances":[143],"succeeding":[145],"course.":[148],"Likewise,":[149],"previous":[150],"highly":[155],"predictive":[156],"future,":[162],"certain":[166],"sub-populations,":[168],"(e.g.,":[169],"female":[170],"students),":[171],"were":[172],"more":[173],"likely":[174],"engage":[176],"than":[177],"others.":[178],"Such":[179],"insight":[180],"enables":[181],"instructors":[182],"ask":[184],"\"why\"":[185],"questions,":[186],"improve":[187],"processes":[189],"narrow":[191],"gap.":[194],"Practical":[195],"implications":[196],"our":[198],"findings":[199],"are":[200],"discussed.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}