{"id":"https://openalex.org/W4409211845","doi":"https://doi.org/10.1145/3716640.3716656","title":"Achievement Goals in CS1-LLM","display_name":"Achievement Goals in CS1-LLM","publication_year":2025,"publication_date":"2025-02-12","ids":{"openalex":"https://openalex.org/W4409211845","doi":"https://doi.org/10.1145/3716640.3716656"},"language":"en","primary_location":{"id":"doi:10.1145/3716640.3716656","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716640.3716656","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716640.3716656","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 27th Australasian Computing Education Conference","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/10.1145/3716640.3716656","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099497351","display_name":"Annapurna Vadaparty","orcid":"https://orcid.org/0009-0002-4370-764X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Annapurna Vadaparty","raw_affiliation_strings":["University of California San Diego, San Diego, USA"],"raw_orcid":"https://orcid.org/0009-0002-4370-764X","affiliations":[{"raw_affiliation_string":"University of California San Diego, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117015057","display_name":"Francis Geng","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Francis Geng","raw_affiliation_strings":["University of California San Diego, San Diego, USA"],"raw_orcid":"https://orcid.org/0009-0004-5188-4755","affiliations":[{"raw_affiliation_string":"University of California San Diego, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014942043","display_name":"David H. Smith","orcid":"https://orcid.org/0000-0002-6572-4347"},"institutions":[{"id":"https://openalex.org/I2801919071","display_name":"University of Illinois System","ror":"https://ror.org/05e94g991","country_code":"US","type":"education","lineage":["https://openalex.org/I2801919071"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David H Smith","raw_affiliation_strings":["University of Illinois, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-6572-4347","affiliations":[{"raw_affiliation_string":"University of Illinois, Illinois, USA","institution_ids":["https://openalex.org/I2801919071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099497353","display_name":"Jamie Gorson Benario","orcid":"https://orcid.org/0000-0002-0385-4357"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jamie Gorson Benario","raw_affiliation_strings":["Google, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-0385-4357","affiliations":[{"raw_affiliation_string":"Google, Illinois, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017837548","display_name":"Daniel Zingaro","orcid":"https://orcid.org/0000-0002-1568-4826"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Daniel Zingaro","raw_affiliation_strings":["University of Toronto Mississauga, Mississauga, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1568-4826","affiliations":[{"raw_affiliation_string":"University of Toronto Mississauga, Mississauga, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002187823","display_name":"Leo Porter","orcid":"https://orcid.org/0000-0003-1435-8401"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leo Porter","raw_affiliation_strings":["University of California San Diego, San Diego, USA"],"raw_orcid":"https://orcid.org/0000-0003-1435-8401","affiliations":[{"raw_affiliation_string":"University of California San Diego, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5099497351"],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":6.0016,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95987942,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"144","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.977400004863739,"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":0.977400004863739,"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":0.9559999704360962,"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":0.9370999932289124,"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":0.5772116780281067}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5772116780281067}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3716640.3716656","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716640.3716656","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716640.3716656","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 27th Australasian Computing Education Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3716640.3716656","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716640.3716656","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716640.3716656","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 27th Australasian Computing Education Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1461495369","display_name":null,"funder_award_id":"2417374","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409211845.pdf","grobid_xml":"https://content.openalex.org/works/W4409211845.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2072320877","https://openalex.org/W2149874222","https://openalex.org/W2282652579","https://openalex.org/W2517830973","https://openalex.org/W2548645325","https://openalex.org/W2790242860","https://openalex.org/W4251401446","https://openalex.org/W4292332543","https://openalex.org/W4321162272","https://openalex.org/W4382652666","https://openalex.org/W4390315357","https://openalex.org/W4390985631","https://openalex.org/W4391417542","https://openalex.org/W4391584301","https://openalex.org/W4395065007","https://openalex.org/W4400267690","https://openalex.org/W4400643052","https://openalex.org/W4401379837","https://openalex.org/W4404316547","https://openalex.org/W4407761308"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Introduction:The":[0],"emergence":[1],"and":[2,13,33,55,62,111,119,149,165],"widespread":[3],"adoption":[4],"of":[5,25,31,35,59,89,121,156],"generative":[6],"AI":[7],"(GenAI)":[8],"chatbots":[9],"such":[10,16],"as":[11,17],"ChatGPT,":[12],"programming":[14,26],"assistants":[15],"GitHub":[18],"Copilot,":[19],"have":[20],"radically":[21],"redefined":[22],"the":[23,43,87,106],"landscape":[24],"education.This":[27],"calls":[28],"for":[29],"replication":[30],"studies":[32,77],"reexamination":[34],"findings":[36,72,126],"from":[37,73,169],"pre-GenAI":[38],"CS":[39],"contexts":[40],"to":[41,70,104],"understand":[42],"impact":[44],"on":[45,114],"students.Objectives:":[46],"Achievement":[47],"Goals":[48],"are":[49,133,144],"well":[50],"studied":[51],"in":[52,66,78,127,137],"computing":[53],"education":[54],"can":[56],"be":[57],"predictive":[58],"student":[60,115],"interest":[61,136],"exam":[63,117,147],"performance.The":[64],"objective":[65],"this":[67],"study":[68],"is":[69],"compare":[71],"prior":[74,112,125,139],"achievement":[75,109],"goal":[76],"CS1":[79,83,95,129,140],"courses":[80,84],"with":[81,124,135,146,153,158,163],"new":[82],"that":[85,97],"emphasize":[86],"use":[88,101],"human-GenAI":[90],"collaborative":[91],"coding.Methods:":[92],"In":[93],"a":[94],"course":[96],"integrates":[98],"GenAI,":[99],"we":[100],"linear":[102],"regression":[103],"explore":[105],"relationship":[107],"between":[108],"goals":[110,132,143,151,160],"experience":[113],"interest,":[116],"performance,":[118],"perceptions":[120,155],"GenAI.Results:":[122],"As":[123],"traditional":[128],"classes,":[130],"Mastery":[131],"correlated":[134,145],"computing.Contradicting":[138],"findings,":[141],"normative":[142],"scores.Normative":[148],"mastery":[150],"correlate":[152,162],"students'":[154],"learning":[157],"GenAI.Mastery":[159],"weakly":[161],"reading":[164],"testing":[166],"code":[167],"output":[168],"GenAI.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}