{"id":"https://openalex.org/W4376141900","doi":"https://doi.org/10.1108/itse-11-2022-0150","title":"Empowering higher education students to monitor their learning progress: opportunities of computerised classification testing","display_name":"Empowering higher education students to monitor their learning progress: opportunities of computerised classification testing","publication_year":2023,"publication_date":"2023-05-11","ids":{"openalex":"https://openalex.org/W4376141900","doi":"https://doi.org/10.1108/itse-11-2022-0150"},"language":"en","primary_location":{"id":"doi:10.1108/itse-11-2022-0150","is_oa":false,"landing_page_url":"https://doi.org/10.1108/itse-11-2022-0150","pdf_url":null,"source":{"id":"https://openalex.org/S43354291","display_name":"Interactive Technology and Smart Education","issn_l":"1741-5659","issn":["1741-5659","1758-8510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Technology and Smart Education","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://madoc.bib.uni-mannheim.de/64511/1/10-1108_ITSE-11-2022-0150.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060779928","display_name":"Dirk Ifenthaler","orcid":"https://orcid.org/0000-0002-2446-6548"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]},{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU","DE"],"is_corresponding":false,"raw_author_name":"Dirk Ifenthaler","raw_affiliation_strings":["Learning, Design and Technology, University of Mannheim, Mannheim, Germany and UNESCO Deptuy-Chair on Data Science in Higher Education Learning and Teaching, Curtin University, Perth, Australia","Curtin University, Perth, Australia, and","Learning, Design and Technology, University of Mannheim, Mannheim, Germany","Learning, Design and Technology, University of Mannheim, Mannheim, Germany and UNESCO Deptuy-Chair on Data Science in Higher Education Learning and Teaching,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Learning, Design and Technology, University of Mannheim, Mannheim, Germany and UNESCO Deptuy-Chair on Data Science in Higher Education Learning and Teaching, Curtin University, Perth, Australia","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"Curtin University, Perth, Australia, and","institution_ids":["https://openalex.org/I205640436"]},{"raw_affiliation_string":"Learning, Design and Technology, University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"Learning, Design and Technology, University of Mannheim, Mannheim, Germany and UNESCO Deptuy-Chair on Data Science in Higher Education Learning and Teaching,","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000995043","display_name":"Muhittin \u015eahi\u0307n","orcid":"https://orcid.org/0000-0002-9462-1953"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]},{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU","DE"],"is_corresponding":false,"raw_author_name":"Muhittin \u015eAH\u0130N","raw_affiliation_strings":["Learning, Design and Technology, University of Mannheim, Mannheim, Germany","Curtin University, Perth, Australia, and","Learning, Design and Technology, University of Mannheim, Mannheim, Germany and UNESCO Deptuy-Chair on Data Science in Higher Education Learning and Teaching,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Learning, Design and Technology, University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"Curtin University, Perth, Australia, and","institution_ids":["https://openalex.org/I205640436"]},{"raw_affiliation_string":"Learning, Design and Technology, University of Mannheim, Mannheim, Germany and UNESCO Deptuy-Chair on Data Science in Higher Education Learning and Teaching,","institution_ids":["https://openalex.org/I177802217"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6679,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78248643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"20","issue":"3","first_page":"350","last_page":"366"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9965000152587891,"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":0.9965000152587891,"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/T10162","display_name":"Online and Blended Learning","score":0.9944999814033508,"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":0.9854000210762024,"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":0.9455937743186951},{"id":"https://openalex.org/keywords/cronbachs-alpha","display_name":"Cronbach's alpha","score":0.5411595106124878},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4732033610343933},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.43632322549819946},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.43424034118652344},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36094802618026733},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3211628198623657},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.18158754706382751},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17696282267570496},{"id":"https://openalex.org/keywords/psychometrics","display_name":"Psychometrics","score":0.08094871044158936}],"concepts":[{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.9455937743186951},{"id":"https://openalex.org/C106906290","wikidata":"https://www.wikidata.org/wiki/Q1140909","display_name":"Cronbach's alpha","level":3,"score":0.5411595106124878},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4732033610343933},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.43632322549819946},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.43424034118652344},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36094802618026733},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3211628198623657},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.18158754706382751},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17696282267570496},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.08094871044158936},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","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},{"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:10.1108/itse-11-2022-0150","is_oa":false,"landing_page_url":"https://doi.org/10.1108/itse-11-2022-0150","pdf_url":null,"source":{"id":"https://openalex.org/S43354291","display_name":"Interactive Technology and Smart Education","issn_l":"1741-5659","issn":["1741-5659","1758-8510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Technology and Smart Education","raw_type":"journal-article"},{"id":"pmh:oai:ub-madoc.bib.uni-mannheim.de:64511","is_oa":true,"landing_page_url":"https://madoc.bib.uni-mannheim.de/64511/1/10-1108_ITSE-11-2022-0150.pdf","pdf_url":"https://madoc.bib.uni-mannheim.de/64511/1/10-1108_ITSE-11-2022-0150.pdf","source":{"id":"https://openalex.org/S4377196315","display_name":"MADOC (University of Mannheim)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177802217","host_organization_name":"University of Mannheim","host_organization_lineage":["https://openalex.org/I177802217"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Zeitschriftenartikel"}],"best_oa_location":{"id":"pmh:oai:ub-madoc.bib.uni-mannheim.de:64511","is_oa":true,"landing_page_url":"https://madoc.bib.uni-mannheim.de/64511/1/10-1108_ITSE-11-2022-0150.pdf","pdf_url":"https://madoc.bib.uni-mannheim.de/64511/1/10-1108_ITSE-11-2022-0150.pdf","source":{"id":"https://openalex.org/S4377196315","display_name":"MADOC (University of Mannheim)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177802217","host_organization_name":"University of Mannheim","host_organization_lineage":["https://openalex.org/I177802217"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Zeitschriftenartikel"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4376141900.pdf","grobid_xml":"https://content.openalex.org/works/W4376141900.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W138760930","https://openalex.org/W203649032","https://openalex.org/W1542115404","https://openalex.org/W1791587663","https://openalex.org/W1823033943","https://openalex.org/W1905335211","https://openalex.org/W1977775666","https://openalex.org/W1983770316","https://openalex.org/W1988149400","https://openalex.org/W1994211543","https://openalex.org/W1997329910","https://openalex.org/W2001949914","https://openalex.org/W2010729216","https://openalex.org/W2021901798","https://openalex.org/W2032365340","https://openalex.org/W2033165616","https://openalex.org/W2043238171","https://openalex.org/W2062265524","https://openalex.org/W2066063963","https://openalex.org/W2095907159","https://openalex.org/W2106768971","https://openalex.org/W2107946292","https://openalex.org/W2116967411","https://openalex.org/W2121704561","https://openalex.org/W2122513519","https://openalex.org/W2129952242","https://openalex.org/W2130184745","https://openalex.org/W2130269683","https://openalex.org/W2135995390","https://openalex.org/W2142995122","https://openalex.org/W2147044687","https://openalex.org/W2149282659","https://openalex.org/W2151642275","https://openalex.org/W2154041216","https://openalex.org/W2164832770","https://openalex.org/W2171876690","https://openalex.org/W2189020589","https://openalex.org/W2190542520","https://openalex.org/W2242676666","https://openalex.org/W2409980039","https://openalex.org/W2509533451","https://openalex.org/W2533867108","https://openalex.org/W2565923739","https://openalex.org/W2606704687","https://openalex.org/W2625258984","https://openalex.org/W2627033315","https://openalex.org/W2741878607","https://openalex.org/W2745915040","https://openalex.org/W2745945089","https://openalex.org/W2774723506","https://openalex.org/W2784565404","https://openalex.org/W2801630847","https://openalex.org/W2808178066","https://openalex.org/W2811690141","https://openalex.org/W2885233879","https://openalex.org/W2888652842","https://openalex.org/W2909125453","https://openalex.org/W2909400904","https://openalex.org/W2914685961","https://openalex.org/W2946580964","https://openalex.org/W2953753058","https://openalex.org/W2971645259","https://openalex.org/W3111738764","https://openalex.org/W4205549464","https://openalex.org/W4205818828","https://openalex.org/W4206589792","https://openalex.org/W4206773290","https://openalex.org/W4224267274","https://openalex.org/W4230712001","https://openalex.org/W4235183543","https://openalex.org/W4240142860","https://openalex.org/W4247763847"],"related_works":["https://openalex.org/W4293793418","https://openalex.org/W2607236244","https://openalex.org/W2382083831","https://openalex.org/W2005199226","https://openalex.org/W4316086319","https://openalex.org/W2065502591","https://openalex.org/W2617619553","https://openalex.org/W2169792944","https://openalex.org/W3122187488","https://openalex.org/W4386891374"],"abstract_inverted_index":{"Purpose":[0],"This":[1],"study":[2,52,198,311,316],"aims":[3],"to":[4,37,54,77,101,150,157,172,296,340],"focus":[5],"on":[6,217],"providing":[7],"a":[8,20,29,75,129,202,211,240,243,255,258,266,281,319],"computerized":[9],"classification":[10],"testing":[11],"(CCT)":[12],"system":[13,70,153,233,251,277,327],"that":[14,227,263],"can":[15],"easily":[16],"be":[17],"embedded":[18],"as":[19,154],"self-assessment":[21,323,336],"feature":[22],"into":[23,175],"the":[24,56,68,72,81,97,103,117,134,143,151,166,188,197,206,228,231,236,249,275,299,303,306,309,325],"existing":[25],"legacy":[26],"environment":[27],"of":[28,50,58,67,74,87,96,107,116,123,136,181,190,286,302,308,322,335],"higher":[30,130,271],"education":[31,131,140],"institution,":[32],"empowering":[33],"students":[34,127,229,253,264],"with":[35,65,94,114,242,248,265],"self-assessments":[36],"monitor":[38],"their":[39,159],"learning":[40,289],"progress":[41],"and":[42,84,100,138,177,220,318,337],"following":[43],"strict":[44],"data":[45,295],"protection":[46],"regulations.":[47],"The":[48,145,224,284],"purpose":[49],"this":[51],"is":[53,328],"investigate":[55],"use":[57,83],"two":[59,88,108],"different":[60,89,109],"versions":[61,90,110],"(without":[62,91,111],"dashboard":[63,92,112,244,267],"vs":[64,93,113],"dashboard)":[66,95,115],"CCT":[69,98,118,152,232,250,276,326],"during":[71],"course":[73],"semester;":[76],"examine":[78],"changes":[79],"in":[80,133,142,162,239,254,274],"intended":[82],"perceived":[85,218],"usefulness":[86,219],"system;":[99],"compare":[102],"self-reported":[104],"confidence":[105,272],"levels":[106,273],"system.":[119],"Design/methodology/approach":[120],"A":[121,179],"total":[122,180],"N":[124],"=":[125,203,212],"194":[126],"from":[128],"institution":[132],"area":[135],"economic":[137],"business":[139],"participated":[141],"study.":[144],"participants":[146,279],"were":[147,184],"provided":[148],"access":[149],"an":[155],"opportunity":[156],"self-assess":[158],"domain":[160],"knowledge":[161],"five":[163],"areas":[164],"throughout":[165,235],"semester.":[167,237],"An":[168],"algorithm":[169],"was":[170],"implemented":[171,185],"classify":[173],"learners":[174],"master":[176],"nonmaster.":[178],"nine":[182],"metrics":[183],"for":[186,193,332,345],"classifying":[187],"performance":[189],"learners.":[191],"Instruments":[192],"collecting":[194],"co-variates":[195],"included":[196],"interest":[199],"questionnaire":[200],"(Cronbach\u2019s":[201,210],"0.":[204,213],"90),":[205],"achievement":[207],"motivation":[208],"inventory":[209],"94),":[214],"measures":[215],"focusing":[216],"demographic":[221],"data.":[222],"Findings":[223],"findings":[225,261,307],"indicate":[226],"used":[230],"intensively":[234],"Students":[238],"cohort":[241,256,317],"available":[245,268],"interacted":[246],"more":[247],"than":[252,278],"without":[257,280],"dashboard.":[259,282],"Further,":[260],"showed":[262],"reported":[269],"significantly":[270],"Originality/value":[283],"design":[285],"digitally":[287],"supported":[288],"environments":[290],"requires":[291],"valid":[292],"formative":[293],"(self-)assessment":[294],"better":[297],"support":[298],"current":[300,310],"needs":[301],"learner.":[304],"While":[305],"are":[312],"limited":[313,320],"concerning":[314],"one":[315],"number":[321],"areas,":[324],"being":[329],"further":[330,341],"developed":[331],"seamless":[333],"integration":[334],"related":[338],"feedback":[339],"reveal":[342],"unforeseen":[343],"opportunities":[344],"future":[346],"student":[347],"cohorts.":[348]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-24T07:32:12.397491","created_date":"2025-10-10T00:00:00"}