{"id":"https://openalex.org/W4404315937","doi":"https://doi.org/10.1145/3699538.3699546","title":"Students' Perceptions and Use of Generative AI Tools for Programming Across Different Computing Courses","display_name":"Students' Perceptions and Use of Generative AI Tools for Programming Across Different Computing Courses","publication_year":2024,"publication_date":"2024-11-12","ids":{"openalex":"https://openalex.org/W4404315937","doi":"https://doi.org/10.1145/3699538.3699546"},"language":"en","primary_location":{"id":"doi:10.1145/3699538.3699546","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3699538.3699546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.library.uu.nl/handle/1874/482471","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052659996","display_name":"Hieke Keuning","orcid":"https://orcid.org/0000-0001-5778-7519"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Hieke Keuning","raw_affiliation_strings":["Utrecht University, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-5778-7519","affiliations":[{"raw_affiliation_string":"Utrecht University, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027196207","display_name":"Isaac Alpizar-Chac\u00f3n","orcid":"https://orcid.org/0000-0002-6931-9787"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Isaac Alpizar-Chacon","raw_affiliation_strings":["Utrecht University, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-6931-9787","affiliations":[{"raw_affiliation_string":"Utrecht University, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042333468","display_name":"Ioanna Lykourentzou","orcid":"https://orcid.org/0000-0002-4243-4128"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ioanna Lykourentzou","raw_affiliation_strings":["Utrecht University, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-4243-4128","affiliations":[{"raw_affiliation_string":"Utrecht University, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098977167","display_name":"Lauren Beehler","orcid":"https://orcid.org/0009-0008-2352-3935"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lauren Beehler","raw_affiliation_strings":["Utrecht University, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0009-0008-2352-3935","affiliations":[{"raw_affiliation_string":"Utrecht University, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067342423","display_name":"Christian K\u00f6ppe","orcid":"https://orcid.org/0000-0003-0326-678X"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Christian K\u00f6ppe","raw_affiliation_strings":["Utrecht University, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-0326-678X","affiliations":[{"raw_affiliation_string":"Utrecht University, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011906095","display_name":"Imke de Jong","orcid":"https://orcid.org/0000-0003-0404-4011"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Imke de Jong","raw_affiliation_strings":["Utrecht University, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-0404-4011","affiliations":[{"raw_affiliation_string":"Utrecht University, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024385593","display_name":"Sergey Sosnovsky","orcid":"https://orcid.org/0000-0001-8023-1770"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sergey Sosnovsky","raw_affiliation_strings":["Utrecht University, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-8023-1770","affiliations":[{"raw_affiliation_string":"Utrecht University, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I193662353"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":null,"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":0.9990000128746033,"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":0.9990000128746033,"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":0.9778000116348267,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9506000280380249,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7482994794845581},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6719967126846313},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5934590101242065},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38308852910995483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3499281406402588},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.34344494342803955},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3331550359725952},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3278294801712036},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10398021340370178}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7482994794845581},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6719967126846313},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5934590101242065},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38308852910995483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3499281406402588},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34344494342803955},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3331550359725952},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3278294801712036},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10398021340370178},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3699538.3699546","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3699538.3699546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.library.uu.nl:1874/482471","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/482471","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Part of book"}],"best_oa_location":{"id":"pmh:oai:dspace.library.uu.nl:1874/482471","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/482471","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Part of book"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W3154463802","https://openalex.org/W4211263275","https://openalex.org/W4283705032","https://openalex.org/W4321162272","https://openalex.org/W4323033785","https://openalex.org/W4382652843","https://openalex.org/W4386099272","https://openalex.org/W4388850815","https://openalex.org/W4390315357","https://openalex.org/W4390490759","https://openalex.org/W4390490886","https://openalex.org/W4390723974","https://openalex.org/W4392542324","https://openalex.org/W4392542517","https://openalex.org/W4392564446","https://openalex.org/W4396826986","https://openalex.org/W4400267629","https://openalex.org/W4400268469","https://openalex.org/W4401379837"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W4383031710","https://openalex.org/W3211753092","https://openalex.org/W2386000789"],"abstract_inverted_index":{"Investigation":[0],"of":[1,9,65,164,168,195,235,252,271],"students\u2019":[2],"perceptions":[3],"and":[4,41,59,63,89,92,115,144,159,183,186,214,231,261],"opinions":[5],"on":[6,48,177,191],"the":[7,57,60,66,101,178,192,199,205,233,249,268],"use":[8,42,81,179,194,257,266],"generative":[10],"artificial":[11],"intelligence":[12],"(GenAI)":[13],"in":[14,35,94,96,116,118,131,180,198],"education":[15],"is":[16,100,121],"a":[17,109,141,169,272],"topic":[18],"gaining":[19],"much":[20],"interest.":[21],"Studies":[22],"addressing":[23],"this":[24,72],"are":[25,69,128,138,146],"typically":[26],"conducted":[27,151],"with":[28,56,267],"large":[29,170],"heterogeneous":[30],"groups,":[31],"at":[32,140,204],"one":[33],"moment":[34],"time.":[36,206,244],"However,":[37],"how":[38,76,220,253,262],"students":[39,77,163,221],"perceive":[40],"GenAI":[43,82,136,148,196,224,256],"tools":[44,197,225,241],"can":[45,124],"potentially":[46],"depend":[47],"many":[49],"factors,":[50],"including":[51],"their":[52],"background":[53],"knowledge,":[54],"familiarity":[55],"tools,":[58],"learning":[61,98,102,269],"goals":[62,270],"policies":[64],"courses":[67,80,95,104,117,200],"they":[68,201],"taking.":[70],"In":[71],"study":[73,246],"we":[74,187,212],"explore":[75],"following":[78],"computing":[79,166,229,273],"for":[83],"programming-related":[84],"tasks":[85],"across":[86,226,258],"different":[87,228,259],"programs":[88,167],"courses:":[90],"Bachelor":[91],"Master,":[93],"which":[97,119,211],"programming":[99,107,120],"goal,":[103,114],"that":[105],"require":[106],"as":[108],"means":[110],"to":[111,217,248,254,263],"achieve":[112],"another":[113],"optional,":[122],"but":[123],"be":[125],"useful.":[126],"We":[127,150,174,207],"also":[129],"interested":[130],"changes":[132],"over":[133,243],"time,":[134],"since":[135],"capabilities":[137],"changing":[139],"fast":[142],"pace,":[143],"users":[145],"adopting":[147],"increasingly.":[149],"three":[152],"consecutive":[153],"surveys":[154],"(fall":[155],"\u201823,":[156,158],"winter":[157],"spring":[160],"\u201824)":[161],"among":[162],"all":[165],"European":[171],"research":[172],"university.":[173],"asked":[175],"questions":[176,190],"education,":[181],"ethics,":[182],"job":[184],"prospects,":[185],"included":[188],"specific":[189],"(dis)allowed":[193],"were":[202],"taking":[203],"received":[208],"264":[209],"responses,":[210],"quantitatively":[213],"qualitatively":[215],"analyzed,":[216],"find":[218],"out":[219],"have":[222],"employed":[223],"59":[227],"courses,":[230,260],"whether":[232],"opinion":[234],"an":[236],"average":[237],"student":[238],"about":[239],"these":[240],"evolves":[242],"Our":[245],"contributes":[247],"emerging":[250],"discussion":[251],"differentiate":[255],"align":[264],"its":[265],"course.":[274]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":15}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
