{"id":"https://openalex.org/W4404910467","doi":"https://doi.org/10.1145/3649165.3690125","title":"Integrating Natural Language Prompting Tasks in Introductory Programming Courses","display_name":"Integrating Natural Language Prompting Tasks in Introductory Programming Courses","publication_year":2024,"publication_date":"2024-12-02","ids":{"openalex":"https://openalex.org/W4404910467","doi":"https://doi.org/10.1145/3649165.3690125"},"language":"en","primary_location":{"id":"doi:10.1145/3649165.3690125","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649165.3690125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM Virtual Global Computing Education Conference V. 1","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056734196","display_name":"Chris Kerslake","orcid":"https://orcid.org/0000-0001-9860-941X"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Chris Kerslake","raw_affiliation_strings":["Simon Fraser University, Burnaby, British Columbia, Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, British Columbia, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032890999","display_name":"Paul Denny","orcid":"https://orcid.org/0000-0002-5150-9806"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Paul Denny","raw_affiliation_strings":["University of Auckland, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"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/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":"David H. Smith","raw_affiliation_strings":["University of Illinois, Urbana-Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065053503","display_name":"James Prather","orcid":"https://orcid.org/0000-0003-2807-6042"},"institutions":[{"id":"https://openalex.org/I60205797","display_name":"Abilene Christian University","ror":"https://ror.org/004srrf86","country_code":"US","type":"education","lineage":["https://openalex.org/I60205797"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Prather","raw_affiliation_strings":["Abilene Christian University, Abilene, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Abilene Christian University, Abilene, Texas, USA","institution_ids":["https://openalex.org/I60205797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041367899","display_name":"Juho Leinonen","orcid":"https://orcid.org/0000-0001-6829-9449"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Juho Leinonen","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061895558","display_name":"Andrew Luxton-Reilly","orcid":"https://orcid.org/0000-0001-8269-2909"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Andrew Luxton-Reilly","raw_affiliation_strings":["University of Auckland, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042822346","display_name":"Stephen MacNeil","orcid":"https://orcid.org/0000-0003-2781-6619"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen MacNeil","raw_affiliation_strings":["Temple University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Temple University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I84392919"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5056734196"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":2.8834,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92899408,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"88","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9997000098228455,"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":0.9997000098228455,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9879000186920166,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9835000038146973,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7861292362213135},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.6473193764686584},{"id":"https://openalex.org/keywords/natural-language-programming","display_name":"Natural language programming","score":0.5673208236694336},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.5669986605644226},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.5396016240119934},{"id":"https://openalex.org/keywords/first-generation-programming-language","display_name":"First-generation programming language","score":0.43310999870300293},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3561360836029053},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3507685959339142},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33659571409225464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3233901262283325},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32297229766845703},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.2138769030570984},{"id":"https://openalex.org/keywords/universal-networking-language","display_name":"Universal Networking Language","score":0.14595133066177368},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11078542470932007},{"id":"https://openalex.org/keywords/comprehension-approach","display_name":"Comprehension approach","score":0.0932198166847229}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7861292362213135},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.6473193764686584},{"id":"https://openalex.org/C67463725","wikidata":"https://www.wikidata.org/wiki/Q17081452","display_name":"Natural language programming","level":5,"score":0.5673208236694336},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.5669986605644226},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.5396016240119934},{"id":"https://openalex.org/C570499","wikidata":"https://www.wikidata.org/wiki/Q1289116","display_name":"First-generation programming language","level":3,"score":0.43310999870300293},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3561360836029053},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3507685959339142},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33659571409225464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3233901262283325},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32297229766845703},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.2138769030570984},{"id":"https://openalex.org/C83479923","wikidata":"https://www.wikidata.org/wiki/Q2063748","display_name":"Universal Networking Language","level":4,"score":0.14595133066177368},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11078542470932007},{"id":"https://openalex.org/C129353971","wikidata":"https://www.wikidata.org/wiki/Q5156949","display_name":"Comprehension approach","level":3,"score":0.0932198166847229},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3649165.3690125","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649165.3690125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM Virtual Global Computing Education Conference V. 1","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2009908982","https://openalex.org/W2029974693","https://openalex.org/W2084297718","https://openalex.org/W2347061999","https://openalex.org/W2917409708","https://openalex.org/W3000240292","https://openalex.org/W3155107975","https://openalex.org/W3161516024","https://openalex.org/W3176150031","https://openalex.org/W3177928934","https://openalex.org/W3195654431","https://openalex.org/W4211263275","https://openalex.org/W4283705032","https://openalex.org/W4317502083","https://openalex.org/W4323037544","https://openalex.org/W4365806374","https://openalex.org/W4367672983","https://openalex.org/W4386584984","https://openalex.org/W4390315357","https://openalex.org/W4390985631","https://openalex.org/W4391124688","https://openalex.org/W4391417542","https://openalex.org/W4392564669","https://openalex.org/W4396896417","https://openalex.org/W4400267629","https://openalex.org/W4400268471","https://openalex.org/W4400268488","https://openalex.org/W4401379837"],"related_works":["https://openalex.org/W2010145286","https://openalex.org/W2133376498","https://openalex.org/W2912039166","https://openalex.org/W1999652909","https://openalex.org/W2068351696","https://openalex.org/W2067569787","https://openalex.org/W134217928","https://openalex.org/W190029447","https://openalex.org/W4383097882","https://openalex.org/W2962727507"],"abstract_inverted_index":{"Introductory":[0],"programming":[1,153,171,181],"courses":[2],"often":[3,157],"emphasize":[4],"mastering":[5],"syntax":[6,161],"and":[7,15,33,71,141,162,186,223],"basic":[8],"constructs":[9],"before":[10],"progressing":[11],"to":[12,39,106,125,129,132,155,201,212,230],"more":[13],"complex":[14],"interesting":[16],"programs.":[17],"This":[18],"bottom-up":[19],"approach":[20],"can":[21],"be":[22],"frustrating":[23],"for":[24,50],"novices,":[25],"shifting":[26],"the":[27,84,137,145,148,193],"focus":[28],"away":[29],"from":[30],"problem":[31],"solving":[32],"potentially":[34],"making":[35],"computing":[36],"less":[37,198],"appealing":[38],"a":[40,99,173,231],"broad":[41,232],"range":[42,233],"of":[43,47,86,136,144,234],"students.":[44,235],"The":[45,102,119],"rise":[46],"generative":[48],"AI":[49,65,215],"code":[51,73,127],"production":[52],"could":[53],"partially":[54],"address":[55],"these":[56],"issues":[57],"by":[58,110],"fostering":[59],"new":[60],"skills":[61],"via":[62],"interaction":[63],"with":[64,160,169,177,214],"models,":[66],"including":[67],"constructing":[68],"high-level":[69],"prompts":[70,124,140],"evaluating":[72],"that":[74,166],"is":[75,218],"automatically":[76],"generated.":[77],"In":[78],"this":[79],"experience":[80],"report,":[81],"we":[82],"explore":[83],"inclusion":[85],"two":[87],"prompt-focused":[88],"activities":[89],"in":[90,98,147],"an":[91,134,220],"introductory":[92],"course,":[93],"implemented":[94],"across":[95],"four":[96],"labs":[97],"six-week":[100],"module.":[101],"first":[103],"requires":[104],"students":[105,122,146],"solve":[107],"computational":[108],"problems":[109],"writing":[111],"natural":[112,194,224],"language":[113,195,225],"prompts,":[114],"emphasizing":[115],"problem-solving":[116],"over":[117],"syntax.":[118],"second":[120],"involves":[121],"crafting":[123],"generate":[126],"equivalent":[128],"provided":[130],"fragments,":[131],"foster":[133],"understanding":[135],"relationship":[138,176],"between":[139],"code.":[142],"Most":[143],"course":[149],"had":[150,172],"reported":[151],"finding":[152],"difficult":[154],"learn,":[156],"citing":[158],"frustrations":[159],"debugging.":[163],"We":[164],"found":[165],"self-reported":[167,202],"difficulty":[168],"learning":[170],"strong":[174],"inverse":[175],"performance":[178,191],"on":[179,192],"traditional":[180],"assessments":[182],"such":[183],"as":[184,188],"tests":[185],"projects,":[187],"expected.":[189],"However,":[190],"tasks":[196,227],"was":[197],"strongly":[199],"related":[200],"difficulty,":[203],"suggesting":[204],"they":[205],"may":[206,228],"target":[207],"different":[208],"skills.":[209],"Learning":[210],"how":[211],"communicate":[213],"coding":[216],"models":[217],"becoming":[219],"important":[221],"skill,":[222],"prompting":[226],"appeal":[229]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
