{"id":"https://openalex.org/W2009659869","doi":"https://doi.org/10.1145/2632320.2632358","title":"Theoretical underpinnings of computing education research","display_name":"Theoretical underpinnings of computing education research","publication_year":2014,"publication_date":"2014-07-28","ids":{"openalex":"https://openalex.org/W2009659869","doi":"https://doi.org/10.1145/2632320.2632358","mag":"2009659869"},"language":"en","primary_location":{"id":"doi:10.1145/2632320.2632358","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2632320.2632358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the tenth annual conference on International computing education research","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/A5027596822","display_name":"Lauri Malmi","orcid":"https://orcid.org/0000-0003-1064-796X"},"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":"Lauri Malmi","raw_affiliation_strings":["Aalto University, Helsinki, Finland","Aalto University,,,Helsinki,,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University,,,Helsinki,,Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022993892","display_name":"Judy Sheard","orcid":"https://orcid.org/0000-0002-4179-8149"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Judy Sheard","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Simon","orcid":null},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Simon","raw_affiliation_strings":["University of Newcastle, Newcastle, Australia","University of Newcastle - Newcastle, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Newcastle, Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]},{"raw_affiliation_string":"University of Newcastle - Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018344574","display_name":"Roman Bednarik","orcid":"https://orcid.org/0000-0003-1726-3520"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roman Bednarik","raw_affiliation_strings":["University of Eartern Finland, Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Eartern Finland, Joensuu, Finland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043987419","display_name":"Juha Helminen","orcid":null},"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":"Juha Helminen","raw_affiliation_strings":["Aalto University, Helsinki, Finland","Aalto University,,,Helsinki,,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University,,,Helsinki,,Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066472730","display_name":"P\u00e4ivi Kinnunen","orcid":"https://orcid.org/0000-0002-8650-4925"},"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":"P\u00e4ivi Kinnunen","raw_affiliation_strings":["Aalto University, Helsinki, Finland","Aalto University,,,Helsinki,,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University,,,Helsinki,,Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005341681","display_name":"Ari Korhonen","orcid":"https://orcid.org/0000-0002-2784-7979"},"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":"Ari Korhonen","raw_affiliation_strings":["Aalto University, Helsinki, Finland","Aalto University,,,Helsinki,,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University,,,Helsinki,,Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040603734","display_name":"Niko Myller","orcid":null},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Niko Myller","raw_affiliation_strings":["University of Eastern Finland, Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060225735","display_name":"Juha Sorva","orcid":"https://orcid.org/0009-0003-1727-1317"},"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":"Juha Sorva","raw_affiliation_strings":["Aalto University, Helsinki, Finland","Aalto University,,,Helsinki,,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University,,,Helsinki,,Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064176994","display_name":"Ahmad Taherkhani","orcid":null},"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":"Ahmad Taherkhani","raw_affiliation_strings":["Aalto University, Helsinki, Finland","Aalto University,,,Helsinki,,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University,,,Helsinki,,Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.4544,"has_fulltext":false,"cited_by_count":104,"citation_normalized_percentile":{"value":0.96774194,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9886999726295471,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9729999899864197,"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":0.6682344675064087},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6367440223693848},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5605912208557129},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.5036739706993103},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.42899128794670105},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3491783142089844},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10743159055709839},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0755358636379242}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6682344675064087},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6367440223693848},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5605912208557129},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5036739706993103},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.42899128794670105},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3491783142089844},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10743159055709839},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0755358636379242},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2632320.2632358","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2632320.2632358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the tenth annual conference on International computing education research","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W26890300","https://openalex.org/W64847600","https://openalex.org/W113041693","https://openalex.org/W659151156","https://openalex.org/W1489376076","https://openalex.org/W1637750554","https://openalex.org/W1920334038","https://openalex.org/W1964057514","https://openalex.org/W1966463724","https://openalex.org/W1975081279","https://openalex.org/W1978946547","https://openalex.org/W1991469716","https://openalex.org/W2000851492","https://openalex.org/W2000911559","https://openalex.org/W2002410427","https://openalex.org/W2004740500","https://openalex.org/W2018238424","https://openalex.org/W2020886952","https://openalex.org/W2028868392","https://openalex.org/W2031099082","https://openalex.org/W2036586008","https://openalex.org/W2036955327","https://openalex.org/W2062256440","https://openalex.org/W2065994439","https://openalex.org/W2086096316","https://openalex.org/W2112672036","https://openalex.org/W2130671839","https://openalex.org/W2150930945","https://openalex.org/W2176513605","https://openalex.org/W2327198804","https://openalex.org/W2504817201","https://openalex.org/W4285719527","https://openalex.org/W6640287049","https://openalex.org/W6676752133","https://openalex.org/W6678958824"],"related_works":["https://openalex.org/W2502309190","https://openalex.org/W2938786841","https://openalex.org/W3048844891","https://openalex.org/W2387659881","https://openalex.org/W2794941409","https://openalex.org/W2894792720","https://openalex.org/W2982120024","https://openalex.org/W4253371906","https://openalex.org/W4231916677","https://openalex.org/W4384397699"],"abstract_inverted_index":{"We":[0],"analyze":[1],"the":[2,28,44],"Computing":[3],"Education":[4],"Research":[5],"(CER)":[6],"literature":[7],"to":[8,23,46],"discover":[9],"what":[10],"theories,":[11],"conceptual":[12],"models":[13],"and":[14,42],"frameworks":[15],"recent":[16],"CER":[17,32,48],"builds":[18],"on.":[19],"This":[20],"gives":[21],"rise":[22],"a":[24],"broad":[25],"understanding":[26],"of":[27,31,57],"theoretical":[29],"basis":[30],"that":[33,40],"is":[34],"useful":[35],"for":[36],"researchers":[37],"working":[38],"in":[39],"area,":[41],"has":[43],"potential":[45],"help":[47],"develop":[49],"its":[50],"own":[51],"identity":[52],"as":[53],"an":[54],"independent":[55],"field":[56],"study.":[58]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":40},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}