{"id":"https://openalex.org/W4415965952","doi":"https://doi.org/10.1145/3769994.3770038","title":"Applying the Model of Interest Development to Understand Why Non-CS Majors Decide to Persist in or Leave Computing","display_name":"Applying the Model of Interest Development to Understand Why Non-CS Majors Decide to Persist in or Leave Computing","publication_year":2025,"publication_date":"2025-11-06","ids":{"openalex":"https://openalex.org/W4415965952","doi":"https://doi.org/10.1145/3769994.3770038"},"language":null,"primary_location":{"id":"doi:10.1145/3769994.3770038","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3769994.3770038","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3769994.3770038","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073694889","display_name":"Jinyoung Hur","orcid":"https://orcid.org/0009-0002-0087-0965"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jinyoung Hur","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0009-0002-0087-0965","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100803422","display_name":"Mi-Sun Kang","orcid":"https://orcid.org/0009-0006-9018-5310"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael M. Kang","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0009-0006-9018-5310","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029638360","display_name":"Junmee Park","orcid":"https://orcid.org/0009-0003-5113-4711"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junmee Park","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0009-0003-5113-4711","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011238152","display_name":"Kathryn Cunningham","orcid":"https://orcid.org/0000-0002-9702-2796"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathryn Cunningham","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-9702-2796","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073694889"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34131199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.862500011920929,"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/T10533","display_name":"Teaching and Learning Programming","score":0.862500011920929,"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/T12515","display_name":"Gender and Technology in Education","score":0.039500001817941666,"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/T10726","display_name":"Career Development and Diversity","score":0.02630000002682209,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/relevance","display_name":"Relevance (law)","score":0.641700029373169},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5705000162124634},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4596000015735626},{"id":"https://openalex.org/keywords/self-interest","display_name":"Self-interest","score":0.4036000072956085},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3677000105381012},{"id":"https://openalex.org/keywords/public-interest-theory","display_name":"Public interest theory","score":0.3483999967575073},{"id":"https://openalex.org/keywords/persistence","display_name":"Persistence (discontinuity)","score":0.31299999356269836}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.641700029373169},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5705000162124634},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.47099998593330383},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4596000015735626},{"id":"https://openalex.org/C2781121529","wikidata":"https://www.wikidata.org/wiki/Q7448122","display_name":"Self-interest","level":2,"score":0.4036000072956085},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3677000105381012},{"id":"https://openalex.org/C131048989","wikidata":"https://www.wikidata.org/wiki/Q7257922","display_name":"Public interest theory","level":3,"score":0.3483999967575073},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3149000108242035},{"id":"https://openalex.org/C2781009140","wikidata":"https://www.wikidata.org/wiki/Q7170389","display_name":"Persistence (discontinuity)","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.31200000643730164},{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C12516257","wikidata":"https://www.wikidata.org/wiki/Q2504350","display_name":"Special Interest Group","level":2,"score":0.29440000653266907},{"id":"https://openalex.org/C2776475305","wikidata":"https://www.wikidata.org/wiki/Q29627","display_name":"Public interest","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C3019832315","wikidata":"https://www.wikidata.org/wiki/Q5532355","display_name":"General interest","level":3,"score":0.2815999984741211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26249998807907104},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2612999975681305},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.26010000705718994},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3769994.3770038","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3769994.3770038","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3769994.3770038","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3769994.3770038","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1979290264","https://openalex.org/W1980783498","https://openalex.org/W2006238546","https://openalex.org/W2052560135","https://openalex.org/W2057673348","https://openalex.org/W2060128778","https://openalex.org/W2068239724","https://openalex.org/W2090960371","https://openalex.org/W2093495548","https://openalex.org/W2115264869","https://openalex.org/W2123323895","https://openalex.org/W2128874012","https://openalex.org/W2136131815","https://openalex.org/W2148447775","https://openalex.org/W2158241905","https://openalex.org/W2160349075","https://openalex.org/W2215079391","https://openalex.org/W2247854788","https://openalex.org/W2472981767","https://openalex.org/W2516983423","https://openalex.org/W2587640846","https://openalex.org/W2604713641","https://openalex.org/W2614250878","https://openalex.org/W2740963247","https://openalex.org/W2765593833","https://openalex.org/W2788318960","https://openalex.org/W2796111556","https://openalex.org/W2882978239","https://openalex.org/W2901817018","https://openalex.org/W2947109594","https://openalex.org/W2969012718","https://openalex.org/W2997480929","https://openalex.org/W3003539209","https://openalex.org/W3009122215","https://openalex.org/W3010645463","https://openalex.org/W3112431420","https://openalex.org/W3114838456","https://openalex.org/W3134358958","https://openalex.org/W3173412620","https://openalex.org/W3176779856","https://openalex.org/W3195797676","https://openalex.org/W3215065680","https://openalex.org/W4200223429","https://openalex.org/W4225120394","https://openalex.org/W4242286363","https://openalex.org/W4300466243","https://openalex.org/W4388631495","https://openalex.org/W4392563841","https://openalex.org/W4392564196","https://openalex.org/W4392564818","https://openalex.org/W4395465684","https://openalex.org/W4401357303","https://openalex.org/W4401358098","https://openalex.org/W4401980941","https://openalex.org/W4406989492","https://openalex.org/W4407681549"],"related_works":[],"abstract_inverted_index":{"A":[0],"growing":[1],"number":[2],"of":[3,26,30,57,73,120,127,140,145,186,215],"non-CS":[4,48,81,107,216],"major":[5,49,82,217],"students":[6,32,90,218],"are":[7,200],"enrolling":[8],"in":[9,35,67,97,151],"CS":[10,36,41,51,98,187,199],"courses,":[11],"alongside":[12],"increased":[13],"recognition":[14],"that":[15,62,106],"computing":[16,153],"is":[17,111,130],"critical":[18],"to":[19,161,211,233],"many":[20,29],"fields.":[21],"However,":[22],"despite":[23],"their":[24,125,191,196],"perception":[25],"computing\u2019s":[27,121],"importance,":[28,122],"these":[31],"lose":[33],"interest":[34,66,96,110,133,237],"and":[37,99,117,154,158,168,194,223,230],"stop":[38],"taking":[39],"additional":[40],"courses.":[42],"In":[43],"this":[44],"study,":[45],"we":[46,84],"examine":[47],"students\u2019":[50,236],"learning":[52,148,152],"experiences":[53],"using":[54],"the":[55,93,128,137,143,159,176,184,213],"Model":[56],"Interest":[58],"Development,":[59],"a":[60,146],"framework":[61],"models":[63],"how":[64],"learners\u2019":[65],"academic":[68],"domains":[69],"progresses":[70],"through":[71],"phases":[72],"increasing":[74],"engagement.":[75],"Through":[76],"semi-structured":[77],"interviews":[78],"with":[79],"19":[80],"students,":[83],"identify":[85],"key":[86,179],"factors":[87,180],"common":[88],"among":[89],"who":[91,101,174],"develop":[92,175],"most":[94],"sustained":[95],"those":[100,173],"do":[102],"not.":[103],"We":[104],"find":[105],"majors\u2019":[108],"initial":[109],"often":[112],"triggered":[113],"by":[114],"external":[115],"advice":[116],"hazy":[118],"perceptions":[119],"even":[123],"when":[124],"understanding":[126],"field":[129],"limited.":[131],"Continued":[132],"depends":[134],"heavily":[135],"on":[136],"perceived":[138],"relevance":[139],"course":[141,227],"content,":[142],"presence":[144],"supportive":[147],"environment,":[149],"self-efficacy":[150],"pursuing":[155],"CS-related":[156],"careers,":[157],"extent":[160],"which":[162],"courses":[163],"address":[164],"or":[165],"reinforce":[166],"generalizations":[167],"biases":[169],"about":[170,183,198],"computing.":[171],"For":[172],"strongest":[177],"interest,":[178],"include":[181],"beliefs":[182],"level":[185],"knowledge":[188],"needed":[189],"for":[190,226],"career":[192],"goals":[193],"whether":[195],"stereotypes":[197],"effectively":[201],"challenged.":[202],"Our":[203],"findings":[204],"provide":[205],"insight":[206],"into":[207],"why":[208],"previous":[209],"efforts":[210],"improve":[212],"persistence":[214],"may":[219],"have":[220],"fallen":[221],"short":[222],"highlight":[224],"implications":[225],"design,":[228],"interventions,":[229],"institutional":[231],"policies":[232],"better":[234],"support":[235],"development.":[238]},"counts_by_year":[],"updated_date":"2025-11-07T23:20:04.922697","created_date":"2025-11-06T00:00:00"}
