{"id":"https://openalex.org/W7225420491","doi":"https://doi.org/10.5281/zenodo.24000465","title":"GENERATIVE AI AND CHILDREN'S LEARNING: WHAT CURRENT EVIDENCE CAN AND CANNOT TELL US: An Evidence-Informed Perspective on Cognitive Offloading, Learning Processes, and Research Priorities","display_name":"GENERATIVE AI AND CHILDREN'S LEARNING: WHAT CURRENT EVIDENCE CAN AND CANNOT TELL US: An Evidence-Informed Perspective on Cognitive Offloading, Learning Processes, and Research Priorities","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225420491","doi":"https://doi.org/10.5281/zenodo.24000465"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.24000465","doi":"https://doi.org/10.5281/zenodo.24000465","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24000465","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.24000465","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161033556","display_name":"Jay Abhay Mehta","orcid":"https://orcid.org/0009-0008-0375-0268","observed_orcids":["https://orcid.org/0009-0008-0375-0268"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mehta, Jay Abhay","raw_affiliation_strings":["Zymore research"],"raw_orcid":"https://orcid.org/0009-0008-0375-0268","affiliations":[{"raw_affiliation_string":"Zymore research","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5161033556"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.6791999936103821,"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":0.6791999936103821,"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":0.1671999990940094,"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/T12060","display_name":"Child Development and Digital Technology","score":0.03739999979734421,"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/generative-ai","display_name":"generative AI","score":0.8450000286102295},{"id":"https://openalex.org/keywords/children-s-learning","display_name":"children's learning","score":0.9470000267028809},{"id":"https://openalex.org/keywords/middle-childhood","display_name":"middle childhood","score":0.9229999780654907},{"id":"https://openalex.org/keywords/cognitive-offloading","display_name":"cognitive offloading","score":0.9919999837875366},{"id":"https://openalex.org/keywords/cognitive-scaffolding","display_name":"cognitive scaffolding","score":0.9110000133514404},{"id":"https://openalex.org/keywords/epistemic-trust","display_name":"epistemic trust","score":0.9350000023841858},{"id":"https://openalex.org/keywords/instructional-design","display_name":"instructional design","score":0.8740000128746033},{"id":"https://openalex.org/keywords/artificial-intelligence-in-education","display_name":"artificial intelligence in education","score":0.9259999990463257},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"transfer of learning","score":0.7680000066757202},{"id":"https://openalex.org/keywords/claim-evaluation","display_name":"claim evaluation","score":0.9869999885559082},{"id":"https://openalex.org/keywords/research-priorities","display_name":"research priorities","score":0.4569999873638153}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7572000026702881},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7276999950408936},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6434999704360962},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5519000291824341},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.5313000082969666},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49790000915527344},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.45989999175071716},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.4505000114440918},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3926999866962433},{"id":"https://openalex.org/C140441792","wikidata":"https://www.wikidata.org/wiki/Q2910672","display_name":"Cognitive development","level":3,"score":0.3598000109195709},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35440000891685486},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.329800009727478},{"id":"https://openalex.org/C92393732","wikidata":"https://www.wikidata.org/wiki/Q1790374","display_name":"Learning theory","level":2,"score":0.3249000012874603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31520000100135803},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.27160000801086426},{"id":"https://openalex.org/C2986342778","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Cognitive systems","level":3,"score":0.26840001344680786},{"id":"https://openalex.org/C48164120","wikidata":"https://www.wikidata.org/wiki/Q4491893","display_name":"Concept learning","level":2,"score":0.25279998779296875}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.24000465","doi":"https://doi.org/10.5281/zenodo.24000465","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24000465","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.24000466","doi":"https://doi.org/10.5281/zenodo.24000466","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24000466","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.5281/zenodo.24000465","doi":"https://doi.org/10.5281/zenodo.24000465","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24000465","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.8278999924659729}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7169527169","https://openalex.org/W7221095096","https://openalex.org/W7221549861","https://openalex.org/W7214017096","https://openalex.org/W7211973011","https://openalex.org/W4396622120","https://openalex.org/W7220960029","https://openalex.org/W6908352388","https://openalex.org/W7172329868","https://openalex.org/W7221564758"],"abstract_inverted_index":{"Generative":[0],"artificial":[1],"intelligence":[2],"(AI)":[3],"is":[4,141],"entering":[5],"children\u2019s":[6,73],"environments,":[7],"but":[8],"evidence":[9,58],"about":[10,26],"its":[11],"developmental":[12,151],"implications":[13],"remains":[14,65],"uneven.":[15],"This":[16,109],"perspective":[17],"asks":[18],"what":[19],"current":[20,44],"research":[21,71,166,190,202],"can":[22],"and":[23,29,52,84,128,163,178,187],"cannot":[24],"establish":[25,150],"generative":[27,76],"AI":[28,47,140],"learning":[30,62],"in":[31,63,96,143],"middle":[32],"childhood":[33],"(ages":[34],"6\u201312).":[35],"Rather":[36],"than":[37],"proving":[38],"inherent":[39],"harm":[40],"or":[41],"universal":[42],"benefit,":[43],"studies":[45,138,194],"show":[46,139],"changes":[48],"supported":[49],"task":[50],"performance":[51,117],"instructional":[53,82],"design":[54,173],"matters,":[55],"while":[56],"direct":[57],"regarding":[59],"delayed":[60,124],"unaided":[61,125],"children":[64],"limited.":[66],"The":[67,181],"paper":[68,182],"brings":[69],"together":[70],"on":[72,171],"use":[74],"of":[75,174],"AI,":[77],"cognitive":[78,89,98,101],"offloading,":[79],"epistemic":[80],"trust,":[81],"design,":[83],"AI-assisted":[85],"education.":[86],"It":[87],"distinguishes":[88],"scaffolding,":[90],"which":[91],"preserves":[92],"the":[93,104,172,176,179],"learner\u2019s":[94],"engagement":[95],"essential":[97],"operations,":[99],"from":[100,161],"substitution,":[102],"where":[103],"system":[105],"performs":[106],"those":[107],"operations.":[108],"distinction":[110],"serves":[111],"as":[112],"an":[113],"organising":[114],"lens.":[115],"Supported":[116],"should":[118],"not":[119,149],"be":[120,132],"mistaken":[121],"for":[122],"learning:":[123],"retention,":[126],"transfer,":[127],"claim":[129],"evaluation":[130],"must":[131],"measured":[133],"directly.":[134],"While":[135],"recent":[136],"usage":[137,146],"present":[142],"children's":[144],"lives,":[145],"prevalence":[147],"does":[148],"outcomes.":[152],"Positive":[153],"tutoring":[154],"experiments":[155],"with":[156,184,193,203],"older":[157],"students,":[158],"mixed":[159],"findings":[160],"adults,":[162],"emerging":[164],"child-focused":[165],"indicate":[167],"effects":[168],"depend":[169],"heavily":[170],"assistance,":[175],"learner,":[177],"task.":[180],"concludes":[183],"testable":[185],"predictions":[186],"a":[188],"staged":[189],"agenda,":[191],"beginning":[192],"that":[195],"validate":[196],"task-level":[197],"measures":[198],"before":[199],"carefully":[200],"designed":[201],"minors.":[204]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-11-07T00:00:00"}
