{"id":"https://openalex.org/W4225139299","doi":"https://doi.org/10.1145/3487056","title":"Learning Theories Use and Relationships in Computing Education Research","display_name":"Learning Theories Use and Relationships in Computing Education Research","publication_year":2022,"publication_date":"2022-04-29","ids":{"openalex":"https://openalex.org/W4225139299","doi":"https://doi.org/10.1145/3487056"},"language":"en","primary_location":{"id":"doi:10.1145/3487056","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487056","pdf_url":null,"source":{"id":"https://openalex.org/S2764465379","display_name":"ACM Transactions on Computing Education","issn_l":"1946-6226","issn":["1946-6226"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing Education","raw_type":"journal-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/A5016821538","display_name":"Claudia Szabo","orcid":"https://orcid.org/0000-0003-2501-1155"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Claudia Szabo","raw_affiliation_strings":["University of Adelaide, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","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"],"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016821538"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":4.4229,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.94967581,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"23","issue":"1","first_page":"1","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","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/T11122","display_name":"Online Learning and Analytics","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/T10533","display_name":"Teaching and Learning Programming","score":0.9927999973297119,"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":0.991599977016449,"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":0.5364046692848206},{"id":"https://openalex.org/keywords/learning-theory","display_name":"Learning theory","score":0.5170958042144775},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4575386047363281},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.45435065031051636},{"id":"https://openalex.org/keywords/learning-sciences","display_name":"Learning sciences","score":0.43033766746520996},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40485140681266785},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3835955262184143},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.35184481739997864},{"id":"https://openalex.org/keywords/experiential-learning","display_name":"Experiential learning","score":0.33020514249801636},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23358938097953796}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5364046692848206},{"id":"https://openalex.org/C92393732","wikidata":"https://www.wikidata.org/wiki/Q1790374","display_name":"Learning theory","level":2,"score":0.5170958042144775},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4575386047363281},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.45435065031051636},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.43033766746520996},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40485140681266785},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3835955262184143},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.35184481739997864},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.33020514249801636},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23358938097953796},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3487056","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487056","pdf_url":null,"source":{"id":"https://openalex.org/S2764465379","display_name":"ACM Transactions on Computing Education","issn_l":"1946-6226","issn":["1946-6226"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6899999976158142,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":179,"referenced_works":["https://openalex.org/W16040959","https://openalex.org/W94203212","https://openalex.org/W131038430","https://openalex.org/W160989634","https://openalex.org/W175517644","https://openalex.org/W581314551","https://openalex.org/W757665674","https://openalex.org/W1499869008","https://openalex.org/W1507769851","https://openalex.org/W1539609515","https://openalex.org/W1549994636","https://openalex.org/W1550621568","https://openalex.org/W1551895856","https://openalex.org/W1556215917","https://openalex.org/W1562185257","https://openalex.org/W1562658656","https://openalex.org/W1569132324","https://openalex.org/W1596861674","https://openalex.org/W1601395896","https://openalex.org/W1658636927","https://openalex.org/W1737802827","https://openalex.org/W1780382453","https://openalex.org/W1854214752","https://openalex.org/W1898103075","https://openalex.org/W1950299194","https://openalex.org/W1963996086","https://openalex.org/W1964232366","https://openalex.org/W1970209023","https://openalex.org/W1970972742","https://openalex.org/W1971094374","https://openalex.org/W1974397481","https://openalex.org/W1975912968","https://openalex.org/W1980783498","https://openalex.org/W1984314602","https://openalex.org/W1984811155","https://openalex.org/W1985798440","https://openalex.org/W1985953330","https://openalex.org/W1994990850","https://openalex.org/W1995969371","https://openalex.org/W1997706474","https://openalex.org/W1998406036","https://openalex.org/W1998501022","https://openalex.org/W1998992672","https://openalex.org/W2000911559","https://openalex.org/W2003037593","https://openalex.org/W2003586317","https://openalex.org/W2004560737","https://openalex.org/W2005182278","https://openalex.org/W2009659869","https://openalex.org/W2010247009","https://openalex.org/W2015646345","https://openalex.org/W2016223443","https://openalex.org/W2016540947","https://openalex.org/W2017474469","https://openalex.org/W2019107234","https://openalex.org/W2023722569","https://openalex.org/W2024509411","https://openalex.org/W2027929700","https://openalex.org/W2032152873","https://openalex.org/W2032267485","https://openalex.org/W2036955327","https://openalex.org/W2042233841","https://openalex.org/W2046329526","https://openalex.org/W2049076420","https://openalex.org/W2054572957","https://openalex.org/W2059354070","https://openalex.org/W2059640080","https://openalex.org/W2060971662","https://openalex.org/W2062317934","https://openalex.org/W2062672338","https://openalex.org/W2064727189","https://openalex.org/W2069537540","https://openalex.org/W2079404256","https://openalex.org/W2079455354","https://openalex.org/W2080690978","https://openalex.org/W2087109554","https://openalex.org/W2088267785","https://openalex.org/W2090550551","https://openalex.org/W2093950336","https://openalex.org/W2100757236","https://openalex.org/W2106713455","https://openalex.org/W2108071957","https://openalex.org/W2108726499","https://openalex.org/W2112268323","https://openalex.org/W2121884602","https://openalex.org/W2122517769","https://openalex.org/W2123043487","https://openalex.org/W2123357802","https://openalex.org/W2123536472","https://openalex.org/W2127773115","https://openalex.org/W2130736456","https://openalex.org/W2131681506","https://openalex.org/W2133247167","https://openalex.org/W2137247190","https://openalex.org/W2137576942","https://openalex.org/W2138639010","https://openalex.org/W2145180153","https://openalex.org/W2146120708","https://openalex.org/W2147070375","https://openalex.org/W2150234857","https://openalex.org/W2151715145","https://openalex.org/W2157904933","https://openalex.org/W2164599981","https://openalex.org/W2164601999","https://openalex.org/W2167884222","https://openalex.org/W2168795140","https://openalex.org/W2170644967","https://openalex.org/W2172415490","https://openalex.org/W2317130090","https://openalex.org/W2335228715","https://openalex.org/W2340539079","https://openalex.org/W2475371120","https://openalex.org/W2475808696","https://openalex.org/W2484004692","https://openalex.org/W2504817201","https://openalex.org/W2513097092","https://openalex.org/W2527693370","https://openalex.org/W2528725228","https://openalex.org/W2579555219","https://openalex.org/W2582370239","https://openalex.org/W2593620473","https://openalex.org/W2743480270","https://openalex.org/W2802789500","https://openalex.org/W2808905997","https://openalex.org/W2874143900","https://openalex.org/W2887345162","https://openalex.org/W2892992943","https://openalex.org/W2900834637","https://openalex.org/W2900919093","https://openalex.org/W2907871825","https://openalex.org/W2908198167","https://openalex.org/W2910880405","https://openalex.org/W2912433918","https://openalex.org/W2915211782","https://openalex.org/W2921902787","https://openalex.org/W2966042048","https://openalex.org/W2972166747","https://openalex.org/W2998338210","https://openalex.org/W3000021527","https://openalex.org/W3009124718","https://openalex.org/W3009834169","https://openalex.org/W3022353958","https://openalex.org/W3099768174","https://openalex.org/W3159934092","https://openalex.org/W3170775390","https://openalex.org/W3208413131","https://openalex.org/W3211146700","https://openalex.org/W3216977707","https://openalex.org/W4206091803","https://openalex.org/W4211075179","https://openalex.org/W4213251820","https://openalex.org/W4213283813","https://openalex.org/W4213325563","https://openalex.org/W4213346165","https://openalex.org/W4232220759","https://openalex.org/W4232503323","https://openalex.org/W4235114045","https://openalex.org/W4235268653","https://openalex.org/W4237844050","https://openalex.org/W4238952993","https://openalex.org/W4240728086","https://openalex.org/W4242883546","https://openalex.org/W4244736770","https://openalex.org/W4245652239","https://openalex.org/W4245927651","https://openalex.org/W4245961435","https://openalex.org/W4247069824","https://openalex.org/W4251351176","https://openalex.org/W4251459090","https://openalex.org/W4253339504","https://openalex.org/W4253448410","https://openalex.org/W4292542163","https://openalex.org/W4292808503","https://openalex.org/W4296159956","https://openalex.org/W4301698119","https://openalex.org/W4401329711","https://openalex.org/W6622354419","https://openalex.org/W6728118530","https://openalex.org/W6813633774"],"related_works":["https://openalex.org/W1981943202","https://openalex.org/W2554999169","https://openalex.org/W3037806877","https://openalex.org/W2393649970","https://openalex.org/W2326972774","https://openalex.org/W4387058701","https://openalex.org/W1967034166","https://openalex.org/W2382966907","https://openalex.org/W2380596842","https://openalex.org/W6737391"],"abstract_inverted_index":{"The":[0],"use":[1],"of":[2,14,17,90,117,155,202,209,219,231,240,252,260,268,275,303,307],"established":[3],"and":[4,9,49,66,82,104,108,128,145,159,162,184,205,323,335],"discipline-specific":[5,47],"theories":[6,36,48,51,69,91,103,141,158,174,204,245,320],"within":[7,175],"research":[8,23,97,144,177,299,334],"practice":[10,146],"is":[11,63,79,119,301,311],"an":[12],"indication":[13],"the":[15,61,68,72,100,136,167,176,189,207,241,273,281,296],"maturity":[16],"a":[18,25,80,88,96,115,123,152,225,250,257,266,304,313],"discipline.":[19],"With":[20],"computing":[21,148,242,297,332],"education":[22,243,298,333],"as":[24,56,86,114],"relatively":[26],"young":[27],"discipline,":[28],"there":[29,310],"has":[30],"been":[31],"recent":[32],"interest":[33],"in":[34,43,147,289],"investigating":[35],"that":[37,70,169,191,211,238,294],"may":[38],"prove":[39],"foundational":[40,142],"to":[41,64,95,121,143,228,271,315,330],"work":[42],"this":[44,132,216],"area,":[45],"with":[46,249],"many":[50],"from":[52],"other":[53],"disciplines":[54],"emerging":[55],"relevant.":[57],"A":[58],"challenge":[59],"for":[60,75,126],"researcher":[62],"identify":[65,188,229,272],"select":[67],"provide":[71,122],"best":[73],"foundation":[74],"their":[76,106,160],"work.":[77],"Learning":[78],"complex":[81],"multi-faceted":[83],"process":[84],"and,":[85],"such,":[87],"plethora":[89],"are":[92,166,246,321],"potentially":[93],"applicable":[94],"problem.":[98],"Knowing":[99],"possible":[101,200],"candidate":[102],"understanding":[105],"relationships":[107,270],"potential":[109],"applicability,":[110],"both":[111],"individually":[112],"or":[113,171],"community":[116,226,300],"theories,":[118,255,309],"important":[120],"comprehensive":[124,153],"grounding":[125],"researchers":[127],"practitioners":[129],"alike.":[130],"In":[131],"work,":[133],"we":[134,187,223,285],"investigate":[135],"fundamental":[137],"connections":[138,276,288],"between":[139,277],"learning":[140,157,194,220,234,244,254,262,278,308,319],"education.":[149],"We":[150,196,236,264],"build":[151,206,265],"list":[154],"84":[156],"source":[161],"influential":[163],"papers,":[164],"which":[165],"papers":[168,190,210],"introduce":[170],"propagate":[172],"specific":[173],"community.":[178],"Using":[179],"Scopus,":[180],"ACM":[181],"Digital":[182],"Library,":[183],"Google":[185],"Scholar,":[186],"cite":[192,212],"these":[193,203],"theories.":[195,235,263,279],"subsequently":[197],"consider":[198],"all":[199],"pairs":[201],"set":[208],"each":[213],"pair.":[214],"On":[215],"weighted":[217],"graph":[218],"theory":[221,269],"connections,":[222],"perform":[224],"analysis":[227],"groups":[230],"closely":[232,247],"linked":[233,248],"find":[237,286],"most":[239],"number":[251,306],"broader":[253],"forming":[256],"separate":[258],"cluster":[259],"17":[261],"taxonomy":[267],"depth":[274],"Of":[280],"294":[282],"analysed":[283],"links,":[284],"deep":[287],"32":[290],"links.":[291],"This":[292],"indicates":[293],"while":[295],"aware":[302],"large":[305],"still":[312],"need":[314],"better":[316],"understand":[317],"how":[318,324],"connected":[322],"they":[325],"can":[326],"be":[327],"used":[328],"together":[329],"benefit":[331],"practice.":[336]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
