{"id":"https://openalex.org/W4393364999","doi":"https://doi.org/10.1080/10494820.2024.2335499","title":"A systematic review of the evaluation in K-12 artificial intelligence education from 2013 to 2022","display_name":"A systematic review of the evaluation in K-12 artificial intelligence education from 2013 to 2022","publication_year":2024,"publication_date":"2024-03-31","ids":{"openalex":"https://openalex.org/W4393364999","doi":"https://doi.org/10.1080/10494820.2024.2335499"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2024.2335499","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2024.2335499","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"},"type":"review","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/A5028217557","display_name":"Keunjae Kim","orcid":"https://orcid.org/0000-0003-1090-2502"},"institutions":[{"id":"https://openalex.org/I4210165496","display_name":"Adult and Pediatric Dermatology","ror":"https://ror.org/05ssfqx86","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210165496"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Keunjae Kim","raw_affiliation_strings":["Design, and Adult Education","Department of Learning, Design, and Adult Education, Bloomington, Indiana, USA"],"raw_orcid":"https://orcid.org/0000-0003-1090-2502","affiliations":[{"raw_affiliation_string":"Design, and Adult Education","institution_ids":["https://openalex.org/I4210165496"]},{"raw_affiliation_string":"Department of Learning, Design, and Adult Education, Bloomington, Indiana, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031498416","display_name":"Kyungbin Kwon","orcid":"https://orcid.org/0000-0001-8646-0144"},"institutions":[{"id":"https://openalex.org/I4210165496","display_name":"Adult and Pediatric Dermatology","ror":"https://ror.org/05ssfqx86","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210165496"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyungbin Kwon","raw_affiliation_strings":["Design, and Adult Education","Department of Learning, Design, and Adult Education, Bloomington, Indiana, USA"],"raw_orcid":"https://orcid.org/0000-0001-8646-0144","affiliations":[{"raw_affiliation_string":"Design, and Adult Education","institution_ids":["https://openalex.org/I4210165496"]},{"raw_affiliation_string":"Department of Learning, Design, and Adult Education, Bloomington, Indiana, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5028217557"],"corresponding_institution_ids":["https://openalex.org/I4210165496"],"apc_list":null,"apc_paid":null,"fwci":4.029,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94522968,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"33","issue":"1","first_page":"103","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13565","display_name":"Education and Learning Interventions","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13565","display_name":"Education and Learning Interventions","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13836","display_name":"Educational Research and Pedagogy","score":0.9376999735832214,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T14409","display_name":"Educational Systems and Policies","score":0.9064000248908997,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.5052245259284973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38827934861183167},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.35945242643356323},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.357033371925354},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32797324657440186},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.30913084745407104},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15424159169197083}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5052245259284973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38827934861183167},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.35945242643356323},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.357033371925354},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32797324657440186},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.30913084745407104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15424159169197083}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10494820.2024.2335499","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2024.2335499","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":94,"referenced_works":["https://openalex.org/W15403816","https://openalex.org/W75005790","https://openalex.org/W232675398","https://openalex.org/W1278996945","https://openalex.org/W1484722748","https://openalex.org/W1484920065","https://openalex.org/W1539265701","https://openalex.org/W1569239808","https://openalex.org/W1580749063","https://openalex.org/W1702260068","https://openalex.org/W1779171613","https://openalex.org/W1966850535","https://openalex.org/W2002370911","https://openalex.org/W2010815017","https://openalex.org/W2034679558","https://openalex.org/W2038395971","https://openalex.org/W2059899114","https://openalex.org/W2073393770","https://openalex.org/W2081877294","https://openalex.org/W2094419105","https://openalex.org/W2165283224","https://openalex.org/W2168894761","https://openalex.org/W2419127552","https://openalex.org/W2542575942","https://openalex.org/W2557717610","https://openalex.org/W2573894086","https://openalex.org/W2585718300","https://openalex.org/W2759725717","https://openalex.org/W2803488647","https://openalex.org/W2807837817","https://openalex.org/W2899145913","https://openalex.org/W2899286854","https://openalex.org/W2910908867","https://openalex.org/W2937444804","https://openalex.org/W2941382599","https://openalex.org/W2948288662","https://openalex.org/W2956066828","https://openalex.org/W2965058023","https://openalex.org/W2983286965","https://openalex.org/W2983535025","https://openalex.org/W2986670104","https://openalex.org/W2989860017","https://openalex.org/W3029022390","https://openalex.org/W3033552209","https://openalex.org/W3035434890","https://openalex.org/W3036373993","https://openalex.org/W3037097818","https://openalex.org/W3037577359","https://openalex.org/W3038022479","https://openalex.org/W3047071623","https://openalex.org/W3047489882","https://openalex.org/W3049508719","https://openalex.org/W3084223432","https://openalex.org/W3090525928","https://openalex.org/W3111260019","https://openalex.org/W3111894497","https://openalex.org/W3112534076","https://openalex.org/W3115627713","https://openalex.org/W3132204078","https://openalex.org/W3134442660","https://openalex.org/W3135354507","https://openalex.org/W3135828953","https://openalex.org/W3138930548","https://openalex.org/W3157171999","https://openalex.org/W3157682111","https://openalex.org/W3160042174","https://openalex.org/W3168438863","https://openalex.org/W3173796469","https://openalex.org/W3174968969","https://openalex.org/W3176062377","https://openalex.org/W3176067521","https://openalex.org/W3182579144","https://openalex.org/W3204944706","https://openalex.org/W4211119453","https://openalex.org/W4212796662","https://openalex.org/W4220819014","https://openalex.org/W4241491750","https://openalex.org/W4284993420","https://openalex.org/W4285191383","https://openalex.org/W4285229913","https://openalex.org/W4285246301","https://openalex.org/W4287105931","https://openalex.org/W4307627586","https://openalex.org/W4308320805","https://openalex.org/W4309852220","https://openalex.org/W4312106254","https://openalex.org/W4317107900","https://openalex.org/W4323037644","https://openalex.org/W4364356876","https://openalex.org/W4377984209","https://openalex.org/W4379160552","https://openalex.org/W6616815918","https://openalex.org/W6678529844","https://openalex.org/W6684456340"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W2077865380","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W2083375246","https://openalex.org/W2067108088","https://openalex.org/W2085372204","https://openalex.org/W4391301621","https://openalex.org/W2769102919"],"abstract_inverted_index":{"This":[0],"study":[1],"reviewed":[2],"evaluations":[3,41],"of":[4,100,106],"K-12":[5,95],"AI":[6,90,107],"education":[7],"from":[8],"2013":[9],"to":[10,51,57,103,127],"2022.":[11],"The":[12,36,71],"analysis":[13],"encompassed":[14],"36":[15],"articles":[16],"and":[17,27,33,46,64,81,92,119,122],"focused":[18],"on":[19,48],"examining":[20],"research":[21],"methods,":[22],"sample":[23],"sizes,":[24],"evaluation":[25,31,76],"methods":[26],"types,":[28],"learning":[29,54,59,110,130],"outcomes,":[30],"contexts,":[32],"primary":[34],"findings.":[35],"results":[37],"showed":[38],"that":[39],"most":[40],"took":[42],"a":[43],"summative":[44],"approach":[45],"relied":[47],"self-report":[49],"surveys":[50],"evaluate":[52,128],"cognitive":[53,129],"outcomes":[55,131],"related":[56],"machine":[58,133],"(ML)":[60],"concepts":[61],"among":[62],"middle":[63],"high":[65],"school":[66],"students":[67,102],"in":[68,94,108],"informal":[69],"settings.":[70],"tools":[72,80],"commonly":[73],"employed":[74],"for":[75,89],"were":[77],"AI-based":[78],"programming":[79],"online":[82],"platforms.":[83],"These":[84],"findings":[85],"offer":[86],"valuable":[87],"insights":[88],"educators":[91],"researchers":[93],"education,":[96],"highlighting":[97],"the":[98,104],"significance":[99],"introducing":[101],"assessment":[105,125],"formal":[109],"settings":[111],"at":[112],"an":[113],"early":[114],"age,":[115],"utilizing":[116],"thorough":[117],"qualitative":[118],"mixed-methods":[120],"techniques,":[121],"embracing":[123],"diverse":[124],"approaches":[126],"beyond":[132],"learning.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
