{"id":"https://openalex.org/W4401105920","doi":"https://doi.org/10.1145/3674399.3674497","title":"Exploring Relations between Programming Learning Trajectories and Students' Majors","display_name":"Exploring Relations between Programming Learning Trajectories and Students' Majors","publication_year":2024,"publication_date":"2024-07-05","ids":{"openalex":"https://openalex.org/W4401105920","doi":"https://doi.org/10.1145/3674399.3674497"},"language":"en","primary_location":{"id":"doi:10.1145/3674399.3674497","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3674399.3674497","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":"ACM Turing Award Celebration Conference 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3674399.3674497","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056284157","display_name":"Zhizezhang Gao","orcid":"https://orcid.org/0009-0003-8545-0376"},"institutions":[{"id":"https://openalex.org/I36819085","display_name":"Northwest University","ror":"https://ror.org/00y7snj24","country_code":"US","type":"education","lineage":["https://openalex.org/I36819085"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhizezhang Gao","raw_affiliation_strings":["Northwest University, CN"],"raw_orcid":"https://orcid.org/0009-0003-8545-0376","affiliations":[{"raw_affiliation_string":"Northwest University, CN","institution_ids":["https://openalex.org/I36819085"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104328730","display_name":"Haochen Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I36819085","display_name":"Northwest University","ror":"https://ror.org/00y7snj24","country_code":"US","type":"education","lineage":["https://openalex.org/I36819085"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haochen Yan","raw_affiliation_strings":["Northwest University, CN"],"raw_orcid":"https://orcid.org/0009-0009-1065-0334","affiliations":[{"raw_affiliation_string":"Northwest University, CN","institution_ids":["https://openalex.org/I36819085"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103434581","display_name":"Yuheng Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yuheng Wu","raw_affiliation_strings":["University College London, UK"],"raw_orcid":"https://orcid.org/0009-0005-4036-1219","affiliations":[{"raw_affiliation_string":"University College London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111211993","display_name":"Can Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I36819085","display_name":"Northwest University","ror":"https://ror.org/00y7snj24","country_code":"US","type":"education","lineage":["https://openalex.org/I36819085"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Can Cui","raw_affiliation_strings":["Northwest University, CN"],"raw_orcid":"https://orcid.org/0009-0003-6569-2458","affiliations":[{"raw_affiliation_string":"Northwest University, CN","institution_ids":["https://openalex.org/I36819085"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028239147","display_name":"Yingzhi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I36819085","display_name":"Northwest University","ror":"https://ror.org/00y7snj24","country_code":"US","type":"education","lineage":["https://openalex.org/I36819085"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingzhi Zhang","raw_affiliation_strings":["Northwest University, CN"],"raw_orcid":"https://orcid.org/0009-0007-3247-8614","affiliations":[{"raw_affiliation_string":"Northwest University, CN","institution_ids":["https://openalex.org/I36819085"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071285943","display_name":"Jun Feng","orcid":"https://orcid.org/0000-0002-0706-2103"},"institutions":[{"id":"https://openalex.org/I36819085","display_name":"Northwest University","ror":"https://ror.org/00y7snj24","country_code":"US","type":"education","lineage":["https://openalex.org/I36819085"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Feng","raw_affiliation_strings":["Northwest University, CN"],"raw_orcid":"https://orcid.org/0000-0002-0706-2103","affiliations":[{"raw_affiliation_string":"Northwest University, CN","institution_ids":["https://openalex.org/I36819085"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056284157"],"corresponding_institution_ids":["https://openalex.org/I36819085"],"apc_list":null,"apc_paid":null,"fwci":1.5619,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8744436,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9995999932289124,"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":0.9995999932289124,"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/T11122","display_name":"Online Learning and Analytics","score":0.9663000106811523,"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/T10731","display_name":"Educational Games and Gamification","score":0.9574000239372253,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6613572835922241},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5856860876083374},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24384251236915588}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6613572835922241},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5856860876083374},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24384251236915588}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3674399.3674497","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3674399.3674497","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":"ACM Turing Award Celebration Conference 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3674399.3674497","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3674399.3674497","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":"ACM Turing Award Celebration Conference 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5400000214576721,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W3023637632","https://openalex.org/W3129481218","https://openalex.org/W3195710064","https://openalex.org/W3196079782","https://openalex.org/W4285260634","https://openalex.org/W4289731443","https://openalex.org/W4309697780","https://openalex.org/W4323037791","https://openalex.org/W4386584939","https://openalex.org/W4387773937","https://openalex.org/W4388631495"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,34,41,114],"programming":[3,35,43,96],"education":[4],"have":[5,47],"transformed":[6],"it":[7],"from":[8,93],"a":[9,13,88],"niche":[10],"skill":[11],"into":[12],"fundamental":[14],"requirement":[15],"across":[16],"diverse":[17],"industries,":[18],"fostering":[19],"innovation":[20],"and":[21,54,119],"problem-solving":[22],"capabilities.":[23],"An":[24],"increasing":[25],"number":[26],"of":[27,75,100],"non-computer":[28],"science(CS)":[29],"students":[30],"are":[31],"now":[32],"engaging":[33],"learning.":[36],"However,":[37],"they":[38],"often":[39],"struggle":[40],"early":[42],"courses.":[44],"Numerous":[45],"studies":[46,66],"explored":[48],"the":[49,60,73,79,123],"relationship":[50],"between":[51,117],"students\u2019":[52,132],"majors":[53],"their":[55,63],"academic":[56],"performance":[57],"to":[58,129],"understand":[59],"factors":[61],"influencing":[62],"success.":[64],"Previous":[65],"primarily":[67],"relied":[68],"on":[69],"outcome-based":[70],"assessments,":[71],"overlooking":[72],"significance":[74],"formative":[76],"evaluations":[77],"during":[78],"learning":[80,104,133],"process.":[81],"To":[82],"address":[83],"this":[84],"gap,":[85],"we":[86],"conducted":[87],"study":[89],"collecting":[90],"process":[91],"data":[92],"an":[94],"introductory":[95],"course":[97],"for":[98,125],"freshmen":[99],"mixed":[101],"majors,":[102],"analyzing":[103],"trajectories":[105,116],"using":[106],"process-oriented":[107],"methods.":[108],"Our":[109],"findings":[110],"reveal":[111],"significant":[112],"differences":[113],"score":[115],"CS":[118],"non-CS":[120,131],"groups,":[121],"underscoring":[122],"need":[124],"targeted":[126],"instructional":[127],"improvements":[128],"enhance":[130],"experiences.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
