{"id":"https://openalex.org/W4408997901","doi":"https://doi.org/10.29333/ejmste/16222","title":"A systematic review of artificial intelligence in high school STEM education research","display_name":"A systematic review of artificial intelligence in high school STEM education research","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4408997901","doi":"https://doi.org/10.29333/ejmste/16222"},"language":"en","primary_location":{"id":"doi:10.29333/ejmste/16222","doi":"https://doi.org/10.29333/ejmste/16222","is_oa":true,"landing_page_url":"https://doi.org/10.29333/ejmste/16222","pdf_url":null,"source":{"id":"https://openalex.org/S2764699309","display_name":"Eurasia Journal of Mathematics Science and Technology Education","issn_l":"1305-8223","issn":["1305-8223","1305-8215"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","jufo-1","norway-1","poland-70","vabb-shw"],"host_organization":"https://openalex.org/P4328143497","host_organization_name":"Modestum Limited","host_organization_lineage":["https://openalex.org/P4328143497"],"host_organization_lineage_names":["Modestum Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eurasia Journal of Mathematics, Science and Technology Education","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.29333/ejmste/16222","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037056378","display_name":"Aigul I. Akhmetova","orcid":"https://orcid.org/0000-0002-9292-5515","observed_orcids":["https://orcid.org/0000-0002-9292-5515","https://orcid.org/0009-0009-2525-9303"]},"institutions":[{"id":"https://openalex.org/I4210128045","display_name":"Abai Kazakh National Pedagogical University","ror":"https://ror.org/02bvvhn54","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210128045"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Aigul I. Akhmetova","raw_affiliation_strings":["Abai Kazakh National Pedagogical University, Almaty, KAZAKHSTAN"],"raw_orcid":"https://orcid.org/0000-0002-9292-5515","affiliations":[{"raw_affiliation_string":"Abai Kazakh National Pedagogical University, Almaty, KAZAKHSTAN","institution_ids":["https://openalex.org/I4210128045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114241398","display_name":"Damira Sovetkanova","orcid":"https://orcid.org/0000-0003-2737-4021","observed_orcids":["https://orcid.org/0000-0003-2737-4021"]},"institutions":[{"id":"https://openalex.org/I4210128045","display_name":"Abai Kazakh National Pedagogical University","ror":"https://ror.org/02bvvhn54","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210128045"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Damira M. Sovetkanova","raw_affiliation_strings":["Abai Kazakh National Pedagogical University, Almaty, KAZAKHSTAN"],"raw_orcid":"https://orcid.org/0000-0003-2737-4021","affiliations":[{"raw_affiliation_string":"Abai Kazakh National Pedagogical University, Almaty, KAZAKHSTAN","institution_ids":["https://openalex.org/I4210128045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061201361","display_name":"Komekbayeva Lyazzat","orcid":"https://orcid.org/0000-0003-4679-1816","observed_orcids":["https://orcid.org/0000-0003-4679-1816"]},"institutions":[{"id":"https://openalex.org/I4405252596","display_name":"Q University","ror":"https://ror.org/026vbyp30","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4405252596"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Lyazzat K. Komekbayeva","raw_affiliation_strings":["Q University, Almaty, KAZAKHSTAN"],"raw_orcid":"https://orcid.org/0000-0003-4679-1816","affiliations":[{"raw_affiliation_string":"Q University, Almaty, KAZAKHSTAN","institution_ids":["https://openalex.org/I4405252596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063617329","display_name":"Asan Abdrakhmanov","orcid":"https://orcid.org/0000-0002-0587-6955","observed_orcids":["https://orcid.org/0000-0002-0587-6955"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Assan E. Abdrakhmanov","raw_affiliation_strings":["National Defense University, Astana, KAZAKHSTAN"],"raw_orcid":"https://orcid.org/0000-0002-0587-6955","affiliations":[{"raw_affiliation_string":"National Defense University, Astana, KAZAKHSTAN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116855166","display_name":"Daniyar Yessenuly","orcid":"https://orcid.org/0009-0005-4552-4398","observed_orcids":["https://orcid.org/0009-0005-4552-4398"]},"institutions":[{"id":"https://openalex.org/I4392021252","display_name":"Almaty Humanitarian-Economic University","ror":"https://ror.org/04dv0yy25","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4392021252"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Daniyar Yessenuly","raw_affiliation_strings":["Almaty Humanitarian-Economic University, Almaty, KAZAKHSTAN"],"raw_orcid":"https://orcid.org/0009-0005-4552-4398","affiliations":[{"raw_affiliation_string":"Almaty Humanitarian-Economic University, Almaty, KAZAKHSTAN","institution_ids":["https://openalex.org/I4392021252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059684524","display_name":"\u041e. \u0421. \u0421\u0435\u0440\u0438\u043a\u043e\u0432\u0430","orcid":"https://orcid.org/0009-0005-3458-8513","observed_orcids":["https://orcid.org/0009-0005-3458-8513"]},"institutions":[{"id":"https://openalex.org/I4387152782","display_name":"Kazakh National Women's Teacher Training University","ror":"https://ror.org/00kc94n51","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4387152782"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Oral S. Serikova","raw_affiliation_strings":["Kazakh National Women\u2019s Teacher Training University, Almaty, KAZAKHSTAN"],"raw_orcid":"https://orcid.org/0009-0005-3458-8513","affiliations":[{"raw_affiliation_string":"Kazakh National Women\u2019s Teacher Training University, Almaty, KAZAKHSTAN","institution_ids":["https://openalex.org/I4387152782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5114241398"],"corresponding_institution_ids":["https://openalex.org/I4210128045"],"apc_list":null,"apc_paid":null,"fwci":3.43,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.93738212,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"21","issue":"4","first_page":"em2623","last_page":"em2623"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.0007999999797903001,"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"}},{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence-in-education","display_name":"artificial intelligence in education","score":0.9449999928474426},{"id":"https://openalex.org/keywords/stem-education","display_name":"STEM education","score":0.8700000047683716},{"id":"https://openalex.org/keywords/secondary-school-students","display_name":"high school students","score":0.8360000252723694},{"id":"https://openalex.org/keywords/student-cognitive-development","display_name":"student cognitive development","score":0.7850000262260437},{"id":"https://openalex.org/keywords/student-outcomes","display_name":"student outcomes","score":0.6570000052452087}],"concepts":[{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5790954828262329},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.44207850098609924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37019938230514526},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3448778986930847}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.29333/ejmste/16222","doi":"https://doi.org/10.29333/ejmste/16222","is_oa":true,"landing_page_url":"https://doi.org/10.29333/ejmste/16222","pdf_url":null,"source":{"id":"https://openalex.org/S2764699309","display_name":"Eurasia Journal of Mathematics Science and Technology Education","issn_l":"1305-8223","issn":["1305-8223","1305-8215"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","jufo-1","norway-1","poland-70","vabb-shw"],"host_organization":"https://openalex.org/P4328143497","host_organization_name":"Modestum Limited","host_organization_lineage":["https://openalex.org/P4328143497"],"host_organization_lineage_names":["Modestum Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eurasia Journal of Mathematics, Science and Technology Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.29333/ejmste/16222","doi":"https://doi.org/10.29333/ejmste/16222","is_oa":true,"landing_page_url":"https://doi.org/10.29333/ejmste/16222","pdf_url":null,"source":{"id":"https://openalex.org/S2764699309","display_name":"Eurasia Journal of Mathematics Science and Technology Education","issn_l":"1305-8223","issn":["1305-8223","1305-8215"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","jufo-1","norway-1","poland-70","vabb-shw"],"host_organization":"https://openalex.org/P4328143497","host_organization_name":"Modestum Limited","host_organization_lineage":["https://openalex.org/P4328143497"],"host_organization_lineage_names":["Modestum Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eurasia Journal of Mathematics, Science and Technology Education","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.975600004196167}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2005501262","https://openalex.org/W2086341847","https://openalex.org/W2295381077","https://openalex.org/W2989919848","https://openalex.org/W2994316879","https://openalex.org/W3119701662","https://openalex.org/W3137732273","https://openalex.org/W4221026254","https://openalex.org/W4226069636","https://openalex.org/W4289260413","https://openalex.org/W4296369454","https://openalex.org/W4388721960","https://openalex.org/W4391242009","https://openalex.org/W4391792217","https://openalex.org/W4392589672","https://openalex.org/W4392967699","https://openalex.org/W4401554316","https://openalex.org/W4401818273","https://openalex.org/W4402167815","https://openalex.org/W4403143835","https://openalex.org/W4403810632","https://openalex.org/W4405006040","https://openalex.org/W4406057248","https://openalex.org/W4408243179"],"related_works":["https://openalex.org/W4415978544","https://openalex.org/W7084072104","https://openalex.org/W4385874125","https://openalex.org/W7128591405","https://openalex.org/W4414670438","https://openalex.org/W4407386273","https://openalex.org/W4296369454","https://openalex.org/W4404205192","https://openalex.org/W7221162803","https://openalex.org/W4403604731"],"abstract_inverted_index":{"The":[0,76],"use":[1,34,55],"of":[2,35,56,106,157,161,186],"artificial":[3],"intelligence":[4],"(AI)":[5],"in":[6,37,40,58,61,69,72,109,127],"STEM":[7,38,59,128],"education":[8,39,60,129],"is":[9,165],"becoming":[10],"increasingly":[11],"important,":[12],"as":[13],"AI":[14,36,57,107,187],"has":[15],"the":[16,33,54,73,101,110,116,152,155,159,183],"potential":[17,160],"to":[18,49,84,124,167,172,181],"change":[19],"teaching":[20,93],"and":[21,86,139,171,189],"learning":[22],"methods.":[23],"However,":[24],"no":[25],"review":[26,51,153],"studies":[27,136,175],"focus":[28],"on":[29,32,53,142],"summarizing":[30],"research":[31,52,66,164],"high":[41,62,111],"schools.":[42,63],"For":[43],"this":[44,46],"reason,":[45],"study":[47],"aims":[48],"systematically":[50],"We":[64],"considered":[65],"articles":[67],"published":[68],"journals":[70],"indexed":[71],"Scopus":[74],"database.":[75],"results":[77,98,117],"show":[78],"that":[79,100,119],"participants":[80],"ranged":[81],"from":[82,151],"1":[83],"50":[85],"researchers":[87,102],"generally":[88],"used":[89,103,123],"a":[90,104],"single-group":[91],"experimental":[92],"method.":[94],"In":[95,114],"addition,":[96,115],"our":[97,149],"showed":[99,118],"variety":[105],"technologies":[108],"school":[112],"context.":[113],"many":[120],"variables":[121],"were":[122],"promote":[125],"students":[126],"through":[130],"AI-based":[131],"activities.":[132],"Finally,":[133],"almost":[134],"all":[135],"reported":[137],"positive":[138],"significant":[140],"effects":[141,185],"students\u2019":[143],"cognitive":[144],"or":[145,178],"affective":[146],"development.":[147],"Overall,":[148],"findings":[150],"emphasize":[154],"importance":[156],"harnessing":[158],"AI.":[162],"More":[163],"needed":[166],"assess":[168],"learner":[169],"outcomes":[170],"conduct":[173],"longitudinal":[174],"with":[176],"control":[177],"comparison":[179],"groups":[180],"evaluate":[182],"long-term":[184],"interventions":[188],"establish":[190],"causal":[191],"relationships.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":19},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2025-03-31T00:00:00"}
