{"id":"https://openalex.org/W2946207047","doi":"https://doi.org/10.5220/0007686005870596","title":"Minimizing the Number of Dropouts in University Pedagogy Online Courses","display_name":"Minimizing the Number of Dropouts in University Pedagogy Online Courses","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2946207047","doi":"https://doi.org/10.5220/0007686005870596","mag":"2946207047"},"language":"en","primary_location":{"id":"doi:10.5220/0007686005870596","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007686005870596","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0007686005870596","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077580789","display_name":"Samuli Laato","orcid":"https://orcid.org/0000-0003-4285-0073"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Samuli Laato","raw_affiliation_strings":["Department of Education, University of Turku, Turku and Finland, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Education, University of Turku, Turku and Finland, --- Select a Country ---","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013276351","display_name":"Emilia Lipponen","orcid":null},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Emilia Lipponen","raw_affiliation_strings":["Department of Education, University of Turku, Turku and Finland, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Education, University of Turku, Turku and Finland, --- Select a Country ---","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044215536","display_name":"Heidi Salmento","orcid":null},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Heidi Salmento","raw_affiliation_strings":["Department of Education, University of Turku, Turku and Finland, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Education, University of Turku, Turku and Finland, --- Select a Country ---","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027453591","display_name":"Henna Vilppu","orcid":"https://orcid.org/0000-0002-3329-686X"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Henna Vilppu","raw_affiliation_strings":["Department of Education, University of Turku, Turku and Finland, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Education, University of Turku, Turku and Finland, --- Select a Country ---","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059444420","display_name":"Mari Murtonen","orcid":"https://orcid.org/0000-0003-2381-5731"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mari Murtonen","raw_affiliation_strings":["Department of Education, University of Turku, Turku and Finland, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Education, University of Turku, Turku and Finland, --- Select a Country ---","institution_ids":["https://openalex.org/I155660961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I155660961"],"apc_list":null,"apc_paid":null,"fwci":14.5629,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.98857949,"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":"587","last_page":"596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9891999959945679,"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/T10162","display_name":"Online and Blended Learning","score":0.9891999959945679,"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/T11122","display_name":"Online Learning and Analytics","score":0.9886000156402588,"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/T14207","display_name":"Higher Education Practises and Engagement","score":0.9668999910354614,"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/drop-out","display_name":"Drop out","score":0.7231072783470154},{"id":"https://openalex.org/keywords/student-engagement","display_name":"Student engagement","score":0.674691915512085},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.6737549304962158},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5399240851402283},{"id":"https://openalex.org/keywords/demographics","display_name":"Demographics","score":0.5328624248504639},{"id":"https://openalex.org/keywords/online-course","display_name":"Online course","score":0.5040308833122253},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4935547113418579},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.4181935489177704},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.4079146385192871},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3875325620174408},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.32052671909332275},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.18707308173179626},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.16935381293296814},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10942104458808899}],"concepts":[{"id":"https://openalex.org/C2984949393","wikidata":"https://www.wikidata.org/wiki/Q1260241","display_name":"Drop out","level":2,"score":0.7231072783470154},{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.674691915512085},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.6737549304962158},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5399240851402283},{"id":"https://openalex.org/C2780084366","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demographics","level":2,"score":0.5328624248504639},{"id":"https://openalex.org/C2986081426","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Online course","level":2,"score":0.5040308833122253},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4935547113418579},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4181935489177704},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.4079146385192871},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3875325620174408},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.32052671909332275},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.18707308173179626},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.16935381293296814},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10942104458808899},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0007686005870596","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007686005870596","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Computer Supported Education","raw_type":"proceedings-article"},{"id":"pmh:oai:www.utupub.fi:10024/156190","is_oa":true,"landing_page_url":"http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0007686005870596","pdf_url":null,"source":{"id":"https://openalex.org/S4306402470","display_name":"UTUPub (University of Turku)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I155660961","host_organization_name":"University of Turku","host_organization_lineage":["https://openalex.org/I155660961"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.5220/0007686005870596","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007686005870596","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2783917878","https://openalex.org/W2058575413","https://openalex.org/W3161635404","https://openalex.org/W4313027843","https://openalex.org/W2062676549","https://openalex.org/W3094219133","https://openalex.org/W2114414302","https://openalex.org/W1480756546","https://openalex.org/W3205604289","https://openalex.org/W4301400477"],"abstract_inverted_index":{"Students\u2019":[0],"engagement":[1,42,67,172],"and":[2,51,54,79,119,148,154,188],"retention":[3,28],"in":[4,12,17,43,68,100,111,141,174,201],"online":[5,44,88],"courses":[6,45,159],"have":[7],"been":[8],"found":[9,138],"to":[10,60,139,157,181,193,203],"be":[11,140,179],"general":[13],"significantly":[14],"lower":[15],"than":[16],"contact":[18],"teaching.":[19],"Multiple":[20],"reasons":[21],"for":[22,48,108],"this":[23],"exist,":[24],"but":[25],"improving":[26],"student":[27,41,66,122,171],"is":[29,123,137],"ubiquitously":[30],"seen":[31],"as":[32,190,199],"a":[33,38,56,62,124,152],"beneficial":[34],"improvement.":[35],"We":[36,71,96],"take":[37],"look":[39],"at":[40],"aimed":[46],"specifically":[47],"university":[49,86,125],"teachers":[50],"doctoral":[52],"students,":[53],"use":[55],"mixed":[57],"methods":[58],"approach":[59],"obtain":[61],"holistic":[63],"understanding":[64],"of":[65,84,93,145,151,185],"our":[69,101],"domain.":[70],"analyse":[72],"quantitative":[73],"data":[74],"from":[75,82],"two":[76],"cases":[77],"(n=346":[78],"n=271)":[80],"collected":[81],"students":[83,104,134,192],"three":[85],"pedagogy":[87],"modules":[89,102],"over":[90],"the":[91,121,142,146,149,158,182,186,195,205],"course":[92,187],"years":[94],"2016-2017.":[95],"identify":[97],"key":[98],"moments":[99],"where":[103,133],"drop":[105,135],"out":[106,136],"and,":[107],"example,":[109],"differences":[110],"dropout":[112,206],"rates":[113],"between":[114],"various":[115],"demographics":[116],"(i.e.":[117],"faculty":[118],"whether":[120],"staff":[126],"member":[127],"or":[128],"not).":[129],"The":[130],"main":[131],"moment":[132],"very":[143,183],"beginning":[144,184],"courses,":[147],"introduction":[150],"pre-":[153],"post-tes":[155],"t":[156],"improved":[160],"retention.":[161],"This":[162],"study":[163],"suggests":[164],"that":[165],"when":[166],"all":[167],"other":[168],"factors":[169],"affecting":[170],"are":[173],"order,":[175],"additional":[176],"focus":[177],"should":[178],"paid":[180],"get":[189],"many":[191],"do":[194],"first":[196],"couple":[197],"tasks":[198],"possible":[200],"order":[202],"reduce":[204],"rate.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2019-05-29T00:00:00"}
