{"id":"https://openalex.org/W7168269476","doi":"https://doi.org/10.1145/3815397.3815774","title":"Learning Technologies and Learning Resources in Computing Science Higher Education: Exploring Access, Adoption, and Effectiveness in relation to Regional Context","display_name":"Learning Technologies and Learning Resources in Computing Science Higher Education: Exploring Access, Adoption, and Effectiveness in relation to Regional Context","publication_year":2025,"publication_date":"2025-10-21","ids":{"openalex":"https://openalex.org/W7168269476","doi":"https://doi.org/10.1145/3815397.3815774"},"language":null,"primary_location":{"id":"doi:10.1145/3815397.3815774","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3815397.3815774","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":"Working Group Reports of the ACM Global Computing Education Conference 2025","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3815397.3815774","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5140630351","display_name":"James Paterson","orcid":"https://orcid.org/0000-0002-6955-1009"},"institutions":[{"id":"https://openalex.org/I195939026","display_name":"Glasgow Caledonian University","ror":"https://ror.org/03dvm1235","country_code":"GB","type":"education","lineage":["https://openalex.org/I195939026"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James Paterson","raw_affiliation_strings":["Department of Computer Science, Glasgow Caledonian University, Glasgow, Scotland, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-6955-1009","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Glasgow Caledonian University, Glasgow, Scotland, United Kingdom","institution_ids":["https://openalex.org/I195939026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140646715","display_name":"Solomon Sunday Oyelere","orcid":"https://orcid.org/0000-0001-9895-6796"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Solomon Sunday Oyelere","raw_affiliation_strings":["Department of Computer Science, University of Exeter, Exeter, Devon, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-9895-6796","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Exeter, Exeter, Devon, United Kingdom","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140683757","display_name":"Chelsie Dubay","orcid":"https://orcid.org/0000-0002-4062-9001"},"institutions":[{"id":"https://openalex.org/I119443389","display_name":"East Tennessee State University","ror":"https://ror.org/05rfqv493","country_code":"US","type":"education","lineage":["https://openalex.org/I119443389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chelsie Dubay","raw_affiliation_strings":["Department of Computing, East Tennessee State University, Johnson City, TN, USA"],"raw_orcid":"https://orcid.org/0000-0002-4062-9001","affiliations":[{"raw_affiliation_string":"Department of Computing, East Tennessee State University, Johnson City, TN, USA","institution_ids":["https://openalex.org/I119443389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5140730764","display_name":"Cruz Izu","orcid":"https://orcid.org/0000-0002-7492-8886"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Cruz Izu","raw_affiliation_strings":["School of Computer Science and IT, Adelaide University, Adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7492-8886","affiliations":[{"raw_affiliation_string":"School of Computer Science and IT, Adelaide University, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.7421000003814697},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6328999996185303},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.33239999413490295},{"id":"https://openalex.org/keywords/experiential-learning","display_name":"Experiential learning","score":0.32409998774528503},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2800000011920929}],"concepts":[{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.7421000003814697},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6328999996185303},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5418000221252441},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4406000077724457},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.33239999413490295},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.32409998774528503},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3228999972343445},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3181999921798706},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2800000011920929},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2734000086784363},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.2703999876976013},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.26649999618530273},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3815397.3815774","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3815397.3815774","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":"Working Group Reports of the ACM Global Computing Education Conference 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3815397.3815774","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3815397.3815774","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":"Working Group Reports of the ACM Global Computing Education Conference 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1978883712","https://openalex.org/W2044065440","https://openalex.org/W2066314500","https://openalex.org/W2208071838","https://openalex.org/W2556101958","https://openalex.org/W2600147483","https://openalex.org/W2625716738","https://openalex.org/W2890892752","https://openalex.org/W2892918003","https://openalex.org/W2909735456","https://openalex.org/W3123546459","https://openalex.org/W3217168689","https://openalex.org/W4223544034","https://openalex.org/W4308188359","https://openalex.org/W4386585003","https://openalex.org/W4392121261","https://openalex.org/W4406803762","https://openalex.org/W4407697261","https://openalex.org/W4408419282","https://openalex.org/W4409749559","https://openalex.org/W4410892997"],"related_works":[],"abstract_inverted_index":{"We":[0,22,87,146],"study":[1,51],"learning":[2,27,136],"resources":[3,173],"and":[4,26,46,55,62,93,97,107,116,127,143,154,170,176,182],"technologies":[5],"in":[6,29,84,157,180],"computing":[7,30],"science":[8,31],"(CS)":[9],"higher":[10,32],"education":[11,33],"aiming":[12],"to":[13,178],"facilitate":[14],"effective":[15],"adoption":[16,25,159,171],"for":[17,168],"different":[18],"groups":[19],"of":[20,59,64,118,129,150,172],"learners.":[21],"explore":[23,88],"technology":[24],"preferences":[28],"through":[34,95],"(1)":[35],"a":[36,48,77],"scoping":[37],"literature":[38],"review":[39],"focused":[40],"on":[41,162],"motivating":[42],"open":[43],"educational":[44,185],"resources,":[45,140],"(2)":[47],"mixed":[49],"methods":[50],"involving":[52],"correlational":[53],"students":[54,61,114],"educators":[56,66,125],"surveys.":[57],"82%":[58],"surveyed":[60,65],"45%":[63],"are":[67],"from":[68,76],"African":[69],"countries,":[70],"providing":[71],"us":[72],"with":[73],"valuable":[74],"insights":[75],"region":[78],"whose":[79],"voice":[80],"is":[81],"rarely":[82],"present":[83],"related":[85],"research.":[86],"access,":[89],"usage,":[90],"adoption,":[91],"integration,":[92],"effectiveness":[94],"qualitative":[96],"quantitative":[98],"analysis.":[99],"Our":[100],"survey":[101,119,130],"results":[102],"highlight":[103],"reliable":[104],"Internet":[105],"access":[106],"cost":[108],"as":[109,122,124],"major":[110],"challenges":[111,134],"faced":[112],"by":[113,174],"(47.0%":[115],"18.1%":[117],"respondents,":[120,131],"respectively)":[121],"well":[123],"(38.6%":[126],"33%":[128],"respectively).":[132],"Other":[133],"include":[135],"curve,":[137],"finding":[138],"quality":[139],"data":[141],"privacy,":[142],"ethical":[144],"concerns.":[145],"also":[147],"observed":[148],"prevalence":[149],"generative":[151],"AI":[152],"tools":[153],"content":[155],"platforms":[156],"student":[158],"patterns.":[160],"Based":[161],"our":[163],"findings,":[164],"we":[165],"recommend":[166],"strategies":[167],"development":[169],"educators,":[175],"parameters":[177],"consider":[179],"developing":[181],"adopting":[183],"new":[184],"tools.":[186]},"counts_by_year":[],"updated_date":"2026-07-16T05:54:29.318815","created_date":"2026-07-15T00:00:00"}