{"id":"https://openalex.org/W2277434696","doi":"https://doi.org/10.1145/2839509.2844549","title":"Cognitive Load Theory and Computer Science Education","display_name":"Cognitive Load Theory and Computer Science Education","publication_year":2016,"publication_date":"2016-02-17","ids":{"openalex":"https://openalex.org/W2277434696","doi":"https://doi.org/10.1145/2839509.2844549","mag":"2277434696"},"language":"en","primary_location":{"id":"doi:10.1145/2839509.2844549","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2839509.2844549","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2844549&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th ACM Technical Symposium on Computing Science Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2844549&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006640853","display_name":"John Sweller","orcid":"https://orcid.org/0000-0001-7855-9160"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"John Sweller","raw_affiliation_strings":["University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5006640853"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":1.335,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.86450126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9380999803543091,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9380999803543091,"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/cognitive-load","display_name":"Cognitive load","score":0.7309070229530334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6919002532958984},{"id":"https://openalex.org/keywords/syllabus","display_name":"Syllabus","score":0.6520726680755615},{"id":"https://openalex.org/keywords/cognitive-architecture","display_name":"Cognitive architecture","score":0.6407021284103394},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5923451781272888},{"id":"https://openalex.org/keywords/lida","display_name":"LIDA","score":0.4875625967979431},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4626883268356323},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.43241843581199646},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4287567734718323},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.4224913716316223},{"id":"https://openalex.org/keywords/working-memory","display_name":"Working memory","score":0.4151359498500824},{"id":"https://openalex.org/keywords/cognitive-models-of-information-retrieval","display_name":"Cognitive models of information retrieval","score":0.41273725032806396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27311694622039795},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.26359957456588745},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20831888914108276}],"concepts":[{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.7309070229530334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6919002532958984},{"id":"https://openalex.org/C45504901","wikidata":"https://www.wikidata.org/wiki/Q935222","display_name":"Syllabus","level":2,"score":0.6520726680755615},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.6407021284103394},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5923451781272888},{"id":"https://openalex.org/C15655602","wikidata":"https://www.wikidata.org/wiki/Q6458619","display_name":"LIDA","level":4,"score":0.4875625967979431},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4626883268356323},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.43241843581199646},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4287567734718323},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.4224913716316223},{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.4151359498500824},{"id":"https://openalex.org/C21025794","wikidata":"https://www.wikidata.org/wiki/Q5141219","display_name":"Cognitive models of information retrieval","level":4,"score":0.41273725032806396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27311694622039795},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.26359957456588745},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20831888914108276},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"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/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"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/C90288658","wikidata":"https://www.wikidata.org/wiki/Q3318149","display_name":"Human\u2013computer information retrieval","level":3,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2839509.2844549","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2839509.2844549","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2844549&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th ACM Technical Symposium on Computing Science Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2839509.2844549","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2839509.2844549","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2844549&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th ACM Technical Symposium on Computing Science Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2277434696.pdf","grobid_xml":"https://content.openalex.org/works/W2277434696.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2530559558","https://openalex.org/W2082393683","https://openalex.org/W2292528742","https://openalex.org/W4308348479","https://openalex.org/W1842751459","https://openalex.org/W1569507744","https://openalex.org/W4225808790","https://openalex.org/W2065342345","https://openalex.org/W3208762017","https://openalex.org/W2046966022"],"abstract_inverted_index":{"Cognitive":[0,225],"load":[1,45,226,247],"theory":[2,46,227,263],"uses":[3,228],"our":[4],"knowledge":[5,72,78,104,176,189,208,255],"of":[6,15,29,125,143,153,222,236,254],"human":[7,30],"cognitive":[8,44,98,103,159],"architecture":[9,160,221,230],"to":[10,20,35,65,83,92,114,156,162,172,184,198,218,231,250,270],"devise":[11],"instructional":[12,36,163,237,267],"procedures,":[13],"most":[14,49],"which":[16],"are":[17,25,33,57],"directly":[18],"relevant":[19,88,161,197,269],"computer":[21,199,271],"science":[22,200],"education.":[23,201,272],"There":[24],"several":[26],"basic":[27],"aspects":[28],"cognition":[31,203],"that":[32,48,59,79,121,190,195,215],"critical":[34],"design.":[37,164],"First,":[38],"based":[39],"on":[40],"evolutionary":[41],"educational":[42,53,126],"psychology,":[43],"assumes":[47],"topics":[50,68,89],"taught":[51],"in":[52,248,256],"and":[54,119,140,146,150,194,264],"training":[55],"institutions":[56],"ones":[58],"we":[60,80,111],"have":[61,81,112],"not":[62,106,170],"specifically":[63],"evolved":[64,82,113,217],"learn.":[66],"Such":[67],"require":[69,90,107,129],"biologically":[70,76,173,186],"secondary":[71],"rather":[73,95],"than":[74,96],"the":[75,123,137,147,185,220,252,262,266],"primary":[77],"acquire.":[84],"Second,":[85],"these":[86],"instructionally":[87],"learners":[91],"acquire":[93,115],"domain-specific":[94,117,188],"generic":[97,102,175],"skills.":[99],"Third,":[100],"while":[101],"does":[105],"explicit":[108,130,179,192],"instruction":[109,180,193],"because":[110],"it,":[116],"concepts":[118],"skills":[120],"provide":[122],"content":[124],"syllabi,":[127],"do":[128,169,182],"instruction.":[131],"These":[132],"three":[133],"factors":[134],"interact":[135],"with":[136,206,240],"well-known":[138],"capacity":[139,149],"duration":[141,151],"constraints":[142],"working":[144,166,245],"memory":[145,155,167,246],"unlimited":[148],"characteristics":[152],"long-term":[154,257],"delineate":[157],"a":[158,210,233],"The":[165],"limits":[168],"apply":[171,183],"primary,":[174],"acquired":[177],"without":[178],"but":[181],"secondary,":[187],"requires":[191],"is":[196],"Human":[202],"when":[204],"dealing":[205],"such":[207],"constitutes":[209],"natural":[211],"information":[212],"processing":[213],"system":[214],"has":[216],"mimic":[219],"biological":[223],"evolution.":[224],"this":[229],"generate":[232],"large":[234],"range":[235],"effects":[238],"concerned":[239],"procedures":[241],"for":[242],"reducing":[243],"extraneous":[244],"order":[249],"facilitate":[251],"acquisition":[253],"memory.":[258],"This":[259],"talk":[260],"reviews":[261],"indicates":[265],"implications":[268]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
