{"id":"https://openalex.org/W2887345162","doi":"https://doi.org/10.1145/3230977.3230992","title":"On Use of Theory in Computing Education Research","display_name":"On Use of Theory in Computing Education Research","publication_year":2018,"publication_date":"2018-08-08","ids":{"openalex":"https://openalex.org/W2887345162","doi":"https://doi.org/10.1145/3230977.3230992","mag":"2887345162"},"language":"en","primary_location":{"id":"doi:10.1145/3230977.3230992","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230977.3230992","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM Conference on International Computing Education Research","raw_type":"proceedings-article"},"type":"conference-paper","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/A5019091316","display_name":"Greg L. Nelson","orcid":"https://orcid.org/0000-0002-6016-9727"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg L. Nelson","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037160778","display_name":"Amy J. Ko","orcid":"https://orcid.org/0000-0001-7461-4783"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy J. Ko","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201448701"],"apc_list":null,"apc_paid":null,"fwci":6.5175,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.97664953,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.996999979019165,"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":0.996999979019165,"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":0.9966999888420105,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9958999752998352,"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":0.7345898151397705},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.5988394618034363},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5082470774650574},{"id":"https://openalex.org/keywords/learning-theory","display_name":"Learning theory","score":0.4689250588417053},{"id":"https://openalex.org/keywords/designtheory","display_name":"Designtheory","score":0.43874645233154297},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.433438777923584},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37196260690689087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3548458218574524},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3252258002758026},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3234547972679138},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.20870241522789001},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1533169150352478},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10531166195869446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7345898151397705},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.5988394618034363},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5082470774650574},{"id":"https://openalex.org/C92393732","wikidata":"https://www.wikidata.org/wiki/Q1790374","display_name":"Learning theory","level":2,"score":0.4689250588417053},{"id":"https://openalex.org/C542192845","wikidata":"https://www.wikidata.org/wiki/Q1200711","display_name":"Designtheory","level":2,"score":0.43874645233154297},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.433438777923584},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37196260690689087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3548458218574524},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3252258002758026},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3234547972679138},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.20870241522789001},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1533169150352478},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10531166195869446},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3230977.3230992","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230977.3230992","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM 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":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G8906042568","display_name":null,"funder_award_id":"125660821539179 131439913143991153625","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1569132324","https://openalex.org/W1594923901","https://openalex.org/W1843815982","https://openalex.org/W1933749507","https://openalex.org/W1971621932","https://openalex.org/W1975464614","https://openalex.org/W1995494548","https://openalex.org/W1998065338","https://openalex.org/W2001517130","https://openalex.org/W2003089953","https://openalex.org/W2009659869","https://openalex.org/W2015646345","https://openalex.org/W2023906042","https://openalex.org/W2030768171","https://openalex.org/W2037482284","https://openalex.org/W2040127838","https://openalex.org/W2040801501","https://openalex.org/W2041781135","https://openalex.org/W2057014209","https://openalex.org/W2057885172","https://openalex.org/W2069322390","https://openalex.org/W2077111155","https://openalex.org/W2084002479","https://openalex.org/W2097616364","https://openalex.org/W2102973507","https://openalex.org/W2104279103","https://openalex.org/W2117080284","https://openalex.org/W2119493153","https://openalex.org/W2132242306","https://openalex.org/W2136922540","https://openalex.org/W2141019025","https://openalex.org/W2141316253","https://openalex.org/W2145114078","https://openalex.org/W2146234297","https://openalex.org/W2150795540","https://openalex.org/W2151020819","https://openalex.org/W2152796930","https://openalex.org/W2159000095","https://openalex.org/W2199210939","https://openalex.org/W2402510249","https://openalex.org/W2407348986","https://openalex.org/W2407505401","https://openalex.org/W2509758335","https://openalex.org/W2512013293","https://openalex.org/W2513232801","https://openalex.org/W2514545190","https://openalex.org/W2529751025","https://openalex.org/W2553800361","https://openalex.org/W2615322227","https://openalex.org/W2745390445","https://openalex.org/W2746128040","https://openalex.org/W2747442972","https://openalex.org/W2748071319","https://openalex.org/W2748430827","https://openalex.org/W2748441523","https://openalex.org/W2748486817","https://openalex.org/W2748863044","https://openalex.org/W2748908871","https://openalex.org/W2753533763","https://openalex.org/W2779526946","https://openalex.org/W2914927888","https://openalex.org/W2992158480","https://openalex.org/W2997211376","https://openalex.org/W3099985166","https://openalex.org/W3127702745","https://openalex.org/W3203931103","https://openalex.org/W4211159557"],"related_works":["https://openalex.org/W3008380943","https://openalex.org/W2115206405","https://openalex.org/W4387718383","https://openalex.org/W1528986568","https://openalex.org/W2500746363","https://openalex.org/W2352911461","https://openalex.org/W2384684291","https://openalex.org/W77348670","https://openalex.org/W2616077558","https://openalex.org/W2945569621"],"abstract_inverted_index":{"A":[0],"primary":[1],"goal":[2],"of":[3,15,36,47,50,104,111,114,122,134,151,158,161,166,169],"computing":[4],"education":[5,30],"research":[6],"is":[7,106],"to":[8,77,147],"discover":[9],"designs":[10,42,135],"that":[11,59,136],"produce":[12],"better":[13,41,68],"learning":[14,27,105,168],"computing.":[16,170],"In":[17,52],"this":[18,53],"pursuit,":[19],"we":[20,55],"have":[21],"increasingly":[22],"drawn":[23],"upon":[24],"theories":[25,49,103,113],"from":[26,91],"science":[28,116],"and":[29,82,100,118],"research,":[31],"recognizing":[32],"the":[33,45,109,132],"potential":[34],"benefits":[35],"optimizing":[37],"our":[38,64,75,86,96,120,149],"search":[39,66],"for":[40,67,145],"by":[43],"leveraging":[44],"predictions":[46],"general":[48,102],"learning.":[51],"paper,":[54],"contribute":[56],"an":[57],"argument":[58],"theory":[60,81,123],"can":[61],"also":[62],"inhibit":[63],"community's":[65],"designs.":[69],"We":[70,141],"present":[71,142],"three":[72],"inhibitions:":[73],"1)":[74],"desire":[76],"both":[78],"advance":[79,83],"explanatory":[80],"design":[84,139,162],"splits":[85],"attention,":[87],"which":[88],"prevents":[89,131],"us":[90],"excelling":[92],"at":[93,108],"both;":[94],"2)":[95],"emphasis":[97],"on":[98],"applying":[99],"refining":[101],"done":[107],"expense":[110],"domain-specific":[112],"computer":[115],"knowledge,":[117],"3)":[119],"use":[121,150],"as":[124,155],"a":[125],"critical":[126],"lens":[127],"in":[128,164],"peer":[129],"review":[130],"publication":[133],"may":[137],"accelerate":[138],"progress.":[140],"several":[143],"recommendations":[144],"how":[146],"improve":[148],"theory,":[152],"viewing":[153],"it":[154],"just":[156],"one":[157],"many":[159],"sources":[160],"insight":[163],"pursuit":[165],"improving":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":9}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
