{"id":"https://openalex.org/W7128779092","doi":"https://doi.org/10.1145/3770762.3772519","title":"Connecting Computing Students' External Help Resource Preferences and Internal Help Resource Usage: 2021-2025","display_name":"Connecting Computing Students' External Help Resource Preferences and Internal Help Resource Usage: 2021-2025","publication_year":2026,"publication_date":"2026-02-13","ids":{"openalex":"https://openalex.org/W7128779092","doi":"https://doi.org/10.1145/3770762.3772519"},"language":null,"primary_location":{"id":"doi:10.1145/3770762.3772519","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3770762.3772519","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":"Proceedings of the 57th 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://doi.org/10.1145/3770762.3772519","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001149290","display_name":"Shao-Heng Ko","orcid":"https://orcid.org/0000-0003-0647-2837"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shao-Heng Ko","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010307971","display_name":"K Stephens","orcid":"https://orcid.org/0000-0002-3058-7418"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristin Stephens-Martinez","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001149290"],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71961326,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"596","last_page":"602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.6028000116348267,"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":0.6028000116348267,"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":0.11140000075101852,"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":0.08540000021457672,"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/resource","display_name":"Resource (disambiguation)","score":0.6229000091552734},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6198999881744385},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.45680001378059387},{"id":"https://openalex.org/keywords/institution","display_name":"Institution","score":0.396699994802475},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.37400001287460327},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.3456000089645386}],"concepts":[{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.6229000091552734},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6198999881744385},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5656999945640564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5343000292778015},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.45680001378059387},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.396699994802475},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.37400001287460327},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3578999936580658},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3456000089645386},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.33559998869895935},{"id":"https://openalex.org/C65603577","wikidata":"https://www.wikidata.org/wiki/Q3427877","display_name":"Web resource","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C176165272","wikidata":"https://www.wikidata.org/wiki/Q2072225","display_name":"Human resource management system","level":3,"score":0.29109999537467957},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.27619999647140503},{"id":"https://openalex.org/C107645774","wikidata":"https://www.wikidata.org/wiki/Q5467169","display_name":"Human resources","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3770762.3772519","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3770762.3772519","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":"Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.1","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3770762.3772519","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3770762.3772519","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":"Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.1","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2050241533","https://openalex.org/W2052142563","https://openalex.org/W2898224035","https://openalex.org/W3009185128","https://openalex.org/W4200029918","https://openalex.org/W4200509275","https://openalex.org/W4213447331","https://openalex.org/W4320926411","https://openalex.org/W4404910337","https://openalex.org/W4404910378"],"related_works":[],"abstract_inverted_index":{"Background":[0],"and":[1,9,59,66,101,138,175],"Context.":[2],"Academic":[3],"help-seeking":[4],"from":[5],"both":[6],"internal":[7,63,106,144],"(course-affiliated)":[8],"external":[10,56,99,136],"resources":[11,58,100,107,137,145],"is":[12,87],"a":[13,122,154],"key":[14],"part":[15],"of":[16,23,36,54,62,73,104,111,124,143,162],"computing":[17,50,113],"students'":[18,31,51,95,133],"learning.":[19],"The":[20],"recent":[21],"emergence":[22],"Generative":[24],"AI":[25],"(GenAI)":[26],"tools":[27],"has":[28],"substantially":[29],"transformed":[30],"help-seeking,":[32],"but":[33,148,168],"our":[34,119],"understanding":[35],"this":[37],"impact":[38],"remains":[39],"limited.":[40],"Objectives.":[41],"We":[42,79,93,129,152],"seek":[43,81],"to":[44,82,89],"understand":[45],"the":[46,67,76,85,159,165],"collective":[47],"changes":[48],"in":[49,108,132,140,146],"(1)":[52],"preferences":[53,97,134],"using":[55],"help":[57,64,173],"(2)":[60],"usage":[61,103,142],"resources,":[65],"relationship":[68,86,157],"between":[69,158],"these":[70],"two":[71,105,160],"kinds":[72,161],"metrics":[74,163],"at":[75,118,164],"individual":[77,166],"level.":[78],"also":[80],"examine":[83],"whether":[84],"subject":[88],"context":[90],"influences.":[91],"Method.":[92],"analyzed":[94],"self-reported":[96],"for":[98,135],"recorded":[102],"26":[109],"offerings":[110],"four":[112],"courses":[114],"(N=3,921":[115],"total":[116],"enrollments)":[117],"institution":[120],"over":[121],"timespan":[123],"eight":[125],"15-week":[126],"terms.":[127],"Findings.":[128],"find":[130],"increases":[131],"decreases":[139],"their":[141],"some":[147],"not":[149],"all":[150],"courses.":[151],"identify":[153],"substantial":[155],"negative":[156],"level,":[167],"its":[169],"strength":[170],"depends":[171],"on":[172],"resource":[174],"instructional":[176],"context.":[177]},"counts_by_year":[],"updated_date":"2026-02-15T05:58:04.055770","created_date":"2026-02-14T00:00:00"}
