{"id":"https://openalex.org/W4323033998","doi":"https://doi.org/10.1145/3545945.3569867","title":"Replication and Expansion Study on Factors Influencing Student Performance in CS2","display_name":"Replication and Expansion Study on Factors Influencing Student Performance in CS2","publication_year":2023,"publication_date":"2023-03-02","ids":{"openalex":"https://openalex.org/W4323033998","doi":"https://doi.org/10.1145/3545945.3569867"},"language":"en","primary_location":{"id":"doi:10.1145/3545945.3569867","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3545945.3569867","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3545945.3569867","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3545945.3569867","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060765850","display_name":"Margaret Ellis","orcid":"https://orcid.org/0000-0003-3959-4304"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Margaret Ellis","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025679228","display_name":"Sara Hooshangi","orcid":"https://orcid.org/0000-0002-1378-7709"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Hooshangi","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060765850"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.8491,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79670483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"896","last_page":"902"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9973999857902527,"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":0.9973999857902527,"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/T11283","display_name":"Experimental Learning in Engineering","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12515","display_name":"Gender and Technology in Education","score":0.9807999730110168,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.6648839712142944},{"id":"https://openalex.org/keywords/race","display_name":"Race (biology)","score":0.643235445022583},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6380062103271484},{"id":"https://openalex.org/keywords/ethnic-group","display_name":"Ethnic group","score":0.619814932346344},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5567448735237122},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5202297568321228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5109649896621704},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40917378664016724},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1363922357559204},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1358340084552765},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1288224160671234},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12484711408615112},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10605290532112122},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08744990825653076}],"concepts":[{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.6648839712142944},{"id":"https://openalex.org/C76509639","wikidata":"https://www.wikidata.org/wiki/Q918036","display_name":"Race (biology)","level":2,"score":0.643235445022583},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6380062103271484},{"id":"https://openalex.org/C137403100","wikidata":"https://www.wikidata.org/wiki/Q41710","display_name":"Ethnic group","level":2,"score":0.619814932346344},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5567448735237122},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5202297568321228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5109649896621704},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40917378664016724},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1363922357559204},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1358340084552765},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1288224160671234},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12484711408615112},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10605290532112122},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08744990825653076},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C107993555","wikidata":"https://www.wikidata.org/wiki/Q1662673","display_name":"Gender studies","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3545945.3569867","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3545945.3569867","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3545945.3569867","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/114260","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/114260","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/51d4e89b-e90e-4454-ba75-e1fc0a1934c4/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"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":"Text"}],"best_oa_location":{"id":"doi:10.1145/3545945.3569867","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3545945.3569867","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3545945.3569867","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4323033998.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1970027675","https://openalex.org/W2008341125","https://openalex.org/W2013852212","https://openalex.org/W2045594163","https://openalex.org/W2050299516","https://openalex.org/W2073781702","https://openalex.org/W2079905355","https://openalex.org/W2090471876","https://openalex.org/W2118589212","https://openalex.org/W2162131339","https://openalex.org/W2262997339","https://openalex.org/W2752372662","https://openalex.org/W2788775711","https://openalex.org/W2801765013","https://openalex.org/W2808991696","https://openalex.org/W2909913588","https://openalex.org/W2921432795","https://openalex.org/W2947911750","https://openalex.org/W2966086133","https://openalex.org/W3010523390","https://openalex.org/W3101318623","https://openalex.org/W3177170330","https://openalex.org/W3195797676","https://openalex.org/W3199109514","https://openalex.org/W4205507815","https://openalex.org/W4206162062","https://openalex.org/W4251616232","https://openalex.org/W4290461078","https://openalex.org/W4293227361"],"related_works":["https://openalex.org/W2381483116","https://openalex.org/W2492471733","https://openalex.org/W2348506863","https://openalex.org/W2371917728","https://openalex.org/W2007982614","https://openalex.org/W2389579140","https://openalex.org/W2113257626","https://openalex.org/W2512568326","https://openalex.org/W3013012681","https://openalex.org/W2808021644"],"abstract_inverted_index":{"While":[0],"many":[1],"studies":[2],"have":[3],"focused":[4],"on":[5,53],"students'":[6,39,163],"performance":[7,15,40,101,111,122],"in":[8,20,41,102,112,120,123],"CS1":[9,70,82,104],"courses,":[10],"research":[11],"related":[12],"to":[13,37,61,84,155,162],"the":[14,78,89,137,178,188],"and":[16,88,99,125,157,159,167,175],"persistence":[17],"of":[18,91,110,187,190],"students":[19],"CS2":[21,124],"classes":[22],"is":[23,106],"not":[24,116],"as":[25,131],"widely":[26],"performed.":[27],"In":[28,59],"this":[29],"work,":[30,193],"we":[31],"will":[32],"extend":[33],"our":[34,72,191],"previous":[35,92,192],"work":[36,73],"examine":[38],"CS2.":[42,103,113],"We":[43],"examined":[44],"a":[45,107,117,170],"data":[46,147,183],"set":[47,148,184],"that":[48],"spanned":[49],"over":[50],"seven":[51],"years":[52],"more":[54,151],"than":[55,142],"5300":[56],"student":[57,86,100],"records.":[58],"addition":[60],"typical":[62],"factors":[63],"studied":[64],"by":[65],"others":[66],"(i.e.":[67],"gender,":[68],"race,":[69],"performance),":[71],"also":[74],"took":[75],"into":[76],"account":[77],"relationship":[79],"between":[80],"various":[81],"pathways":[83],"CS2,":[85],"major,":[87],"number":[90],"college":[93],"CS":[94,134],"courses":[95],"(including":[96],"transfer":[97],"credits)":[98],"grade":[105],"good":[108],"indicator":[109],"Gender":[114],"was":[115],"significant":[118,171],"factor":[119],"determining":[121],"undeclared":[126],"engineering":[127],"majors":[128,135],"stood":[129],"out":[130],"high":[132],"performers.":[133],"passed":[136],"course":[138],"at":[139],"higher":[140],"rates":[141],"other":[143],"majors.":[144],"Our":[145,181],"large":[146,182],"allowed":[149],"for":[150],"granular":[152],"analysis":[153],"according":[154],"race":[156],"ethnicity":[158,168],"additional":[160],"access":[161],"underserved":[164,179],"status.":[165,180],"Race":[166],"had":[169],"correlation":[172],"with":[173],"performance,":[174],"so":[176],"did":[177],"confirmed":[185],"some":[186,196],"findings":[189],"while":[194],"providing":[195],"new":[197],"insight.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}
