{"id":"https://openalex.org/W2472979412","doi":"https://doi.org/10.1145/2899415.2899455","title":"Investigating Factors Influencing Students' Intention to Dropout Computer Science Studies","display_name":"Investigating Factors Influencing Students' Intention to Dropout Computer Science Studies","publication_year":2016,"publication_date":"2016-07-08","ids":{"openalex":"https://openalex.org/W2472979412","doi":"https://doi.org/10.1145/2899415.2899455","mag":"2472979412"},"language":"en","primary_location":{"id":"doi:10.1145/2899415.2899455","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2899415.2899455","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education","raw_type":"proceedings-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/A5080505347","display_name":"Ilias O. Pappas","orcid":"https://orcid.org/0000-0001-7528-3488"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Ilias O. Pappas","raw_affiliation_strings":["Norwegian University of Science and Technology (NTNU), Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology (NTNU), Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029977269","display_name":"Michail N. Giannakos","orcid":"https://orcid.org/0000-0002-8016-6208"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Michail N. Giannakos","raw_affiliation_strings":["Norwegian University of Science and Technology (NTNU), Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology (NTNU), Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046677038","display_name":"Letizia Jaccheri","orcid":"https://orcid.org/0000-0002-5547-2270"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Letizia Jaccheri","raw_affiliation_strings":["Norwegian University of Science and Technology (NTNU), Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology (NTNU), Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080505347"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":null,"apc_paid":null,"fwci":8.63159179,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.97664277,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"198","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13565","display_name":"Education and Learning Interventions","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13565","display_name":"Education and Learning Interventions","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12515","display_name":"Gender and Technology in Education","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/T14409","display_name":"Educational Systems and Policies","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.9077757596969604},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5795498490333557},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.38854846358299255},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.32094141840934753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.20650967955589294},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19125685095787048}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.9077757596969604},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5795498490333557},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.38854846358299255},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.32094141840934753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.20650967955589294},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19125685095787048},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2899415.2899455","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2899415.2899455","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W49686737","https://openalex.org/W1984665897","https://openalex.org/W1998019506","https://openalex.org/W2004560768","https://openalex.org/W2028215101","https://openalex.org/W2037014183","https://openalex.org/W2050223782","https://openalex.org/W2062896883","https://openalex.org/W2067386609","https://openalex.org/W2085760745","https://openalex.org/W2090960371","https://openalex.org/W2101870306","https://openalex.org/W2126552603","https://openalex.org/W2128886782","https://openalex.org/W2132820772","https://openalex.org/W2135080565","https://openalex.org/W2140973040","https://openalex.org/W2153893034","https://openalex.org/W2159306398","https://openalex.org/W2162497013","https://openalex.org/W2163625420","https://openalex.org/W2476660046","https://openalex.org/W3003539209","https://openalex.org/W3004144235","https://openalex.org/W3014997701","https://openalex.org/W3124199708","https://openalex.org/W4238565660","https://openalex.org/W7052970743"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3082178636","https://openalex.org/W1521968289","https://openalex.org/W2782041652","https://openalex.org/W2952088488","https://openalex.org/W2392157706","https://openalex.org/W2599192953","https://openalex.org/W2792147139","https://openalex.org/W2612657834"],"abstract_inverted_index":{"Research":[0],"in":[1,22,43,60,70,80,97,159],"the":[2,13,39,108,137,162],"area":[3],"of":[4,112,145],"Computer":[5],"Science":[6],"(CS)":[7],"education,":[8],"has":[9,165],"focused":[10],"on":[11,89,133,136,152,169],"identifying":[12,74],"reasons":[14],"that":[15,192],"students":[16],"do":[17,104],"not":[18,34],"finish":[19,156,173],"their":[20,57,131,157,174],"studies":[21,58,146,158],"CS.":[23,160],"Although":[24],"there":[25,32],"is":[26,33,62],"increasing":[27],"demand":[28],"for":[29],"CS":[30,44,61,81,142,186],"professionals,":[31],"enough":[35],"knowledge":[36],"to":[37,49,55,78,87,91,99,155,172,179],"explain":[38],"high":[40],"dropout":[41,79,101,201],"rates":[42],"education.":[45,72],"This":[46],"study":[47],"aims":[48],"empirically":[50],"examine":[51],"how":[52,90],"students'":[53,153,170],"intention":[54,154],"complete":[56],"(retention)":[59],"affected":[63],"by":[64],"variables":[65,76],"playing":[66],"a":[67,166],"key":[68],"role":[69],"higher":[71],"By":[73],"which":[75],"contribute":[77,178],"studies,":[82,113],"we":[83,106],"will":[84],"be":[85],"able":[86],"focus":[88],"improve":[92],"aspects":[93],"related":[94],"with":[95],"them":[96],"order":[98],"reduce":[100],"rates.":[102,202],"To":[103],"so":[105],"identified":[107],"following":[109],"variables:":[110],"Year":[111,144],"Gender,":[114],"Age,":[115],"Students'":[116],"Effort,":[117],"Absence":[118],"from":[119,140],"Classes,":[120],"Expected":[121],"Grade":[122],"point":[123],"average":[124],"(GPA),":[125],"and":[126,129,147,181,188,199],"Current":[127],"GPA,":[128],"tested":[130],"effect":[132,168],"retention,":[134],"based":[135],"responses":[138],"collected":[139],"241":[141],"student.":[143],"Effort":[148],"have":[149],"positive":[150],"effects":[151],"Interestingly,":[161],"expected":[163],"GPA":[164],"negative":[167],"intentions":[171],"studies.":[175],"The":[176],"findings":[177],"theory":[180],"practice,":[182],"as":[183],"they":[184],"offer":[185],"educators":[187],"policy":[189],"makers":[190],"insights":[191],"may":[193],"aid":[194],"towards":[195],"increased":[196],"student":[197],"retention":[198],"reduced":[200]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-02-05T00:54:17.221276","created_date":"2025-10-10T00:00:00"}