{"id":"https://openalex.org/W7131386766","doi":"https://doi.org/10.1016/j.caeai.2026.100561","title":"Potential risks of generative artificial intelligence integration into K-12 education: A scoping review","display_name":"Potential risks of generative artificial intelligence integration into K-12 education: A scoping review","publication_year":2026,"publication_date":"2026-02-25","ids":{"openalex":"https://openalex.org/W7131386766","doi":"https://doi.org/10.1016/j.caeai.2026.100561"},"language":"en","primary_location":{"id":"doi:10.1016/j.caeai.2026.100561","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2026.100561","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Education: Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.caeai.2026.100561","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126795517","display_name":"Sisi Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086892","display_name":"Education University of Hong Kong","ror":"https://ror.org/000t0f062","country_code":"HK","type":"education","lineage":["https://openalex.org/I4210086892"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Sisi Tao","raw_affiliation_strings":["AI, Brain and Child Research Centre, Academy for Educational Development and Innovation, Education University of Hong Kong, Hong Kong SAR, China","Department of Early Childhood Education, Education University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0001-5953-4531","affiliations":[{"raw_affiliation_string":"AI, Brain and Child Research Centre, Academy for Educational Development and Innovation, Education University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I4210086892"]},{"raw_affiliation_string":"Department of Early Childhood Education, Education University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I4210086892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126826112","display_name":"Min Lan","orcid":null},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Lan","raw_affiliation_strings":["Zhejiang Key Laboratory of Intelligent Education Technology and Application, Zhejiang Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Education Technology and Application, Zhejiang Normal University, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126849563","display_name":"Minjuan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086892","display_name":"Education University of Hong Kong","ror":"https://ror.org/000t0f062","country_code":"HK","type":"education","lineage":["https://openalex.org/I4210086892"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Minjuan Wang","raw_affiliation_strings":["Global Institute for Emerging Technologies, Education University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Global Institute for Emerging Technologies, Education University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I4210086892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126798130","display_name":"Hui Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086892","display_name":"Education University of Hong Kong","ror":"https://ror.org/000t0f062","country_code":"HK","type":"education","lineage":["https://openalex.org/I4210086892"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["AI, Brain and Child Research Centre, Academy for Educational Development and Innovation, Education University of Hong Kong, Hong Kong SAR, China","Department of Early Childhood Education, Education University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI, Brain and Child Research Centre, Academy for Educational Development and Innovation, Education University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I4210086892"]},{"raw_affiliation_string":"Department of Early Childhood Education, Education University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I4210086892"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5126795517"],"corresponding_institution_ids":["https://openalex.org/I4210086892"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":144.8099,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.99915727,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"100561","last_page":"100561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.0406000018119812,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.0406000018119812,"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/T13895","display_name":"Educational Leadership and Innovation","score":0.03709999844431877,"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/T13106","display_name":"Neuroscience, Education and Cognitive Function","score":0.026499999687075615,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.2955000102519989},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.28850001096725464},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.2833000123500824},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.25780001282691956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5357000231742859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47429999709129333},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.27079999446868896},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27000001072883606},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2529999911785126},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.caeai.2026.100561","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2026.100561","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Education: Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.caeai.2026.100561","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2026.100561","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Education: Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322867","display_name":"Hong Kong Institute of Education","ror":"https://ror.org/000t0f062"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1685870920","https://openalex.org/W2059665187","https://openalex.org/W2084154288","https://openalex.org/W2098335992","https://openalex.org/W2103167256","https://openalex.org/W2128689084","https://openalex.org/W2788647475","https://openalex.org/W2891378911","https://openalex.org/W3094722022","https://openalex.org/W4211081781","https://openalex.org/W4232985273","https://openalex.org/W4308060187","https://openalex.org/W4319038318","https://openalex.org/W4367849331","https://openalex.org/W4377564447","https://openalex.org/W4386417345","https://openalex.org/W4388095513","https://openalex.org/W4390638955","https://openalex.org/W4391062409","https://openalex.org/W4393540741","https://openalex.org/W4396766974","https://openalex.org/W4396946012","https://openalex.org/W4399270915","https://openalex.org/W4399528330","https://openalex.org/W4399790131","https://openalex.org/W4399857583","https://openalex.org/W4400832623","https://openalex.org/W4401554316","https://openalex.org/W4401966855","https://openalex.org/W4402892487","https://openalex.org/W4403084628","https://openalex.org/W4403757366","https://openalex.org/W4403840274","https://openalex.org/W4404220835","https://openalex.org/W4404724610","https://openalex.org/W4405157165","https://openalex.org/W4406474705","https://openalex.org/W4406686240","https://openalex.org/W4407948127","https://openalex.org/W4408053264","https://openalex.org/W4410480817","https://openalex.org/W4410982265","https://openalex.org/W4411216575","https://openalex.org/W4411491680","https://openalex.org/W4411609076","https://openalex.org/W4411627694","https://openalex.org/W4412120312","https://openalex.org/W4412428024","https://openalex.org/W4413303180","https://openalex.org/W4413751321","https://openalex.org/W4414091266","https://openalex.org/W4414443536","https://openalex.org/W4414896711","https://openalex.org/W4415028224","https://openalex.org/W4417319489","https://openalex.org/W7124262017"],"related_works":[],"abstract_inverted_index":{"The":[0],"rapid":[1],"integration":[2,204],"of":[3,14,58,97,116],"Generative":[4],"AI":[5,172],"(GenAI)":[6],"into":[7,87],"K-12":[8,42,52,234],"education":[9,26],"has":[10],"outpaced":[11],"our":[12],"understanding":[13],"its":[15],"potential":[16,32],"risks":[17,34,59,85,91,104,121,186],"and":[18,27,39,60,68,100,113,119,133,139,167,191,197],"unintended":[19],"consequences.":[20],"Existing":[21],"reviews":[22],"have":[23],"prioritized":[24],"higher":[25],"technical":[28,210],"promise,":[29],"overlooking":[30],"the":[31,56,81,114,188,207,233],"developmental":[33],"it":[35],"poses":[36],"to":[37,54,92,105,122,159,212],"children":[38],"adolescents":[40],"in":[41,63,232],"settings.":[43],"This":[44],"scoping":[45],"review":[46,177],"synthesizes":[47],"22":[48],"empirical":[49],"studies":[50],"from":[51,209],"contexts":[53],"map":[55],"types":[57],"concerns":[61,135],"reported":[62,84],"research,":[64],"compile":[65],"mitigation":[66,146],"strategies,":[67],"identify":[69],"priority":[70],"gaps":[71],"that":[72,136,152,179,202,216],"could":[73],"guide":[74],"more":[75],"developmentally":[76,182],"informed":[77],"future":[78],"studies.":[79],"Across":[80],"included":[82],"studies,":[83],"clustered":[86],"three":[88],"domains:":[89],"(a)":[90],"psychological":[93],"wellbeing,":[94],"with":[95,143],"evidence":[96],"emotional":[98],"disconnection":[99],"social":[101],"isolation;":[102],"(b)":[103],"intellectual":[106],"agency,":[107],"comprising":[108],"cognitive":[109],"dependency,":[110],"distorted":[111],"self-assessment,":[112],"erosion":[115],"creative":[117],"authorship;":[118],"(c)":[120],"ecological":[123,213],"environments,":[124],"including":[125],"limited":[126],"institutional":[127],"readiness,":[128],"unclear":[129],"governance,":[130,184],"equity":[131],"gaps,":[132],"privacy":[134],"complicate":[137],"safe":[138,203],"consistent":[140],"student":[141,230],"engagement":[142],"GenAI.":[144],"Promising":[145],"strategies":[147],"identified":[148],"include":[149],"designing":[150],"tasks":[151],"value":[153],"process":[154],"over":[155],"product,":[156],"using":[157],"GenAI":[158,185],"generate":[160],"scaffolding":[161],"(hints)":[162],"rather":[163,225],"than":[164,226],"direct":[165],"solutions,":[166],"embedding":[168],"tools":[169,217],"within":[170],"critical":[171],"literacy":[173],"curricula.":[174],"Ultimately,":[175],"this":[176],"suggests":[178],"without":[180],"intentional,":[181],"responsive":[183],"displacing":[187],"productive":[189],"struggle":[190],"authentic":[192],"expression":[193],"necessary":[194],"for":[195,222,229],"learning":[196],"identity":[198],"formation.":[199],"We":[200],"conclude":[201],"requires":[205],"shifting":[206],"focus":[208],"adoption":[211],"protection,":[214],"ensuring":[215],"function":[218],"as":[219],"transparent":[220],"scaffolds":[221],"human":[223],"cognition":[224],"opaque":[227],"substitutes":[228],"agency":[231],"context.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":6}],"updated_date":"2026-07-21T08:15:58.654021","created_date":"2026-02-26T00:00:00"}
