{"id":"https://openalex.org/W4404784004","doi":"https://doi.org/10.1007/s40593-024-00442-w","title":"Examining AI Use in Educational Contexts: A Scoping Meta-Review and Bibliometric Analysis","display_name":"Examining AI Use in Educational Contexts: A Scoping Meta-Review and Bibliometric Analysis","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4404784004","doi":"https://doi.org/10.1007/s40593-024-00442-w"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-024-00442-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-024-00442-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-024-00442-w.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s40593-024-00442-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013102842","display_name":"Yao Fu","orcid":"https://orcid.org/0000-0002-4256-335X"},"institutions":[{"id":"https://openalex.org/I183533211","display_name":"University of Wisconsin\u2013Whitewater","ror":"https://ror.org/049hrzs50","country_code":"US","type":"education","lineage":["https://openalex.org/I183533211"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yao Fu","raw_affiliation_strings":["Department of Curriculum and Instruction, the University of Wisconsin, Whitewater, USA"],"affiliations":[{"raw_affiliation_string":"Department of Curriculum and Instruction, the University of Wisconsin, Whitewater, USA","institution_ids":["https://openalex.org/I183533211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107452043","display_name":"Zhenjie Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159968","display_name":"Duke Kunshan University","ror":"https://ror.org/04sr5ys16","country_code":"CN","type":"education","lineage":["https://openalex.org/I170897317","https://openalex.org/I37461747","https://openalex.org/I4210159968"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenjie Weng","raw_affiliation_strings":["Language and Culture Center, Duke Kunshan University, Kunshan, China"],"affiliations":[{"raw_affiliation_string":"Language and Culture Center, Duke Kunshan University, Kunshan, China","institution_ids":["https://openalex.org/I4210159968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100711909","display_name":"Jiaxi Wang","orcid":"https://orcid.org/0000-0002-8138-4143"},"institutions":[{"id":"https://openalex.org/I191114373","display_name":"University of Wisconsin\u2013Stevens Point","ror":"https://ror.org/05sv6pg41","country_code":"US","type":"education","lineage":["https://openalex.org/I191114373"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiaxi Wang","raw_affiliation_strings":["Department of Psychology, the University of Wisconsin, Stevens Point, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, the University of Wisconsin, Stevens Point, USA","institution_ids":["https://openalex.org/I191114373"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013102842","https://openalex.org/A5100711909","https://openalex.org/A5107452043"],"corresponding_institution_ids":["https://openalex.org/I183533211","https://openalex.org/I191114373","https://openalex.org/I4210159968"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":{"value":2190,"currency":"EUR","value_usd":2790},"fwci":12.2636,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.98606873,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"35","issue":"3","first_page":"1388","last_page":"1444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12128","display_name":"AI in Service Interactions","score":0.9416999816894531,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9261000156402588,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/meta-analysis","display_name":"Meta-analysis","score":0.6192286610603333},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.485405296087265},{"id":"https://openalex.org/keywords/bibliometrics","display_name":"Bibliometrics","score":0.4842678904533386},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4548003673553467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3929367959499359},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.34750404953956604},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3322162628173828},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.28161701560020447},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.21695590019226074},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1631961166858673},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13592225313186646}],"concepts":[{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.6192286610603333},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.485405296087265},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.4842678904533386},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4548003673553467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3929367959499359},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.34750404953956604},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3322162628173828},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.28161701560020447},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.21695590019226074},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1631961166858673},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13592225313186646},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40593-024-00442-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-024-00442-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-024-00442-w.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s40593-024-00442-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-024-00442-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-024-00442-w.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-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/W4404784004.pdf","grobid_xml":"https://content.openalex.org/works/W4404784004.grobid-xml"},"referenced_works_count":164,"referenced_works":["https://openalex.org/W1546092487","https://openalex.org/W2026981750","https://openalex.org/W2166827970","https://openalex.org/W2735575534","https://openalex.org/W2884834684","https://openalex.org/W2899277693","https://openalex.org/W2903438107","https://openalex.org/W2904197112","https://openalex.org/W2904980464","https://openalex.org/W2905229142","https://openalex.org/W2940874868","https://openalex.org/W2949159326","https://openalex.org/W2972423106","https://openalex.org/W2979085846","https://openalex.org/W2981630869","https://openalex.org/W2981863007","https://openalex.org/W2996103499","https://openalex.org/W2996224107","https://openalex.org/W2999286548","https://openalex.org/W3004599929","https://openalex.org/W3012071850","https://openalex.org/W3017117984","https://openalex.org/W3020271107","https://openalex.org/W3025872148","https://openalex.org/W3027479025","https://openalex.org/W3029221489","https://openalex.org/W3038696977","https://openalex.org/W3040010078","https://openalex.org/W3040835376","https://openalex.org/W3084223432","https://openalex.org/W3089039057","https://openalex.org/W3090323843","https://openalex.org/W3111465890","https://openalex.org/W3113108648","https://openalex.org/W3119191159","https://openalex.org/W3120515101","https://openalex.org/W3120685978","https://openalex.org/W3123893780","https://openalex.org/W3124069781","https://openalex.org/W3134997278","https://openalex.org/W3137343160","https://openalex.org/W3138147850","https://openalex.org/W3156614709","https://openalex.org/W3157202587","https://openalex.org/W3160856016","https://openalex.org/W3168996200","https://openalex.org/W3171148899","https://openalex.org/W3172834044","https://openalex.org/W3173651060","https://openalex.org/W3179856813","https://openalex.org/W3180519014","https://openalex.org/W3181940694","https://openalex.org/W3184900232","https://openalex.org/W3186514175","https://openalex.org/W3189219694","https://openalex.org/W3189284249","https://openalex.org/W3189788947","https://openalex.org/W3190105080","https://openalex.org/W3192744758","https://openalex.org/W3194855602","https://openalex.org/W3201153983","https://openalex.org/W3202285719","https://openalex.org/W3204718649","https://openalex.org/W3207585842","https://openalex.org/W3209277303","https://openalex.org/W3210166594","https://openalex.org/W3213795104","https://openalex.org/W3215115644","https://openalex.org/W3215207974","https://openalex.org/W4200092215","https://openalex.org/W4210691422","https://openalex.org/W4214643205","https://openalex.org/W4220665686","https://openalex.org/W4220714916","https://openalex.org/W4223613190","https://openalex.org/W4223914794","https://openalex.org/W4224912036","https://openalex.org/W4225416420","https://openalex.org/W4229027888","https://openalex.org/W4229044416","https://openalex.org/W4229056760","https://openalex.org/W4280589899","https://openalex.org/W4280609123","https://openalex.org/W4281613549","https://openalex.org/W4281646939","https://openalex.org/W4283581602","https://openalex.org/W4283816267","https://openalex.org/W4284991798","https://openalex.org/W4285222038","https://openalex.org/W4285810273","https://openalex.org/W4286375400","https://openalex.org/W4286511253","https://openalex.org/W4293149314","https://openalex.org/W4294733895","https://openalex.org/W4295678568","https://openalex.org/W4295693594","https://openalex.org/W4295819121","https://openalex.org/W4296369454","https://openalex.org/W4296840399","https://openalex.org/W4298857973","https://openalex.org/W4300484403","https://openalex.org/W4303453872","https://openalex.org/W4306694247","https://openalex.org/W4306965485","https://openalex.org/W4308066047","https://openalex.org/W4308317911","https://openalex.org/W4308320805","https://openalex.org/W4309072604","https://openalex.org/W4309490302","https://openalex.org/W4309637085","https://openalex.org/W4309852220","https://openalex.org/W4310288288","https://openalex.org/W4310436400","https://openalex.org/W4311126237","https://openalex.org/W4311892418","https://openalex.org/W4312064959","https://openalex.org/W4312106254","https://openalex.org/W4312211780","https://openalex.org/W4313357303","https://openalex.org/W4313467556","https://openalex.org/W4313594765","https://openalex.org/W4313679993","https://openalex.org/W4315786456","https://openalex.org/W4317488881","https://openalex.org/W4318586221","https://openalex.org/W4318707231","https://openalex.org/W4320081749","https://openalex.org/W4321435598","https://openalex.org/W4322620053","https://openalex.org/W4323304552","https://openalex.org/W4360602037","https://openalex.org/W4360616584","https://openalex.org/W4362469388","https://openalex.org/W4362632896","https://openalex.org/W4362721292","https://openalex.org/W4366204244","https://openalex.org/W4366377632","https://openalex.org/W4366393300","https://openalex.org/W4367189069","https://openalex.org/W4372319207","https://openalex.org/W4376104334","https://openalex.org/W4379364448","https://openalex.org/W4380887611","https://openalex.org/W4382726082","https://openalex.org/W4382727848","https://openalex.org/W4384559155","https://openalex.org/W4384929804","https://openalex.org/W4385494672","https://openalex.org/W4385553980","https://openalex.org/W4385632485","https://openalex.org/W4385701055","https://openalex.org/W4386115159","https://openalex.org/W4386130768","https://openalex.org/W4386223224","https://openalex.org/W4386251129","https://openalex.org/W4386390833","https://openalex.org/W4387103185","https://openalex.org/W4387106968","https://openalex.org/W4389786568","https://openalex.org/W4391006361","https://openalex.org/W4400708375","https://openalex.org/W4400710795","https://openalex.org/W6753152924","https://openalex.org/W6803898819"],"related_works":["https://openalex.org/W4386031268","https://openalex.org/W2125982917","https://openalex.org/W2294191624","https://openalex.org/W2885845152","https://openalex.org/W2264078859","https://openalex.org/W3181833980","https://openalex.org/W2289475868","https://openalex.org/W3037014916","https://openalex.org/W3003683721","https://openalex.org/W2281783184"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"growing":[2],"research":[3,78,224],"attention":[4],"in":[5,8,23,135,142,161],"artificial":[6],"intelligence":[7],"education":[9,218,221],"(AIED),":[10],"there":[11],"is":[12],"a":[13,24,63,149],"profusion":[14],"of":[15,27,44,54,74,101,112,173,186,236],"systematic":[16,39,150],"reviews":[17,40],"that":[18,114,226],"have":[19,41,50,227],"investigated":[20],"AI":[21,45,159],"integration":[22],"wide":[25],"variety":[26],"educational":[28,165,188],"contexts,":[29],"including":[30],"PreK-12":[31,217],"schools":[32],"and":[33,66,76,92,99,103,152,190,207,213,219],"higher":[34,220],"education.":[35],"Even":[36],"though":[37],"existing":[38],"explored":[42],"effects":[43],"on":[46,81,158,204,238,244],"education,":[47],"few":[48],"studies":[49,237],"synthesized":[51],"the":[52,71,85,125,129,138,146,154,170,174],"results":[53],"those":[55],"reviews.":[56],"To":[57],"fill":[58],"this":[59],"gap,":[60],"we":[61,96,120],"conducted":[62],"scoping":[64],"meta-review":[65],"bibliometric":[67],"analysis":[68],"to":[69,110,197,246],"map":[70],"broad":[72],"field":[73],"AIED":[75,198],"identify":[77],"gaps":[79],"based":[80],"our":[82,116],"analysis.":[83],"Following":[84],"Preferred":[86],"Reporting":[87],"Items":[88],"for":[89,124],"Systematic":[90],"Review":[91],"Meta-Analysis":[93],"(PRISMA)":[94],"guidelines,":[95],"searched":[97],"Scopus":[98],"Web":[100],"Science":[102],"collected":[104],"126":[105],"review":[106],"articles":[107],"from":[108],"2014":[109],"Mid-August":[111],"2023":[113],"satisfied":[115],"inclusion":[117],"criteria.":[118],"Specifically,":[119],"used":[121],"four":[122],"criteria":[123],"screening":[126],"process:":[127],"(1)":[128],"article\u2019s":[130],"full":[131],"text":[132],"was":[133,140,148,156],"available":[134],"English;":[136],"(2)":[137],"article":[139,147,155],"published":[141],"peer-reviewed":[143],"journals;":[144],"(3)":[145],"review;":[151],"(4)":[153],"focused":[157],"use":[160],"one":[162],"or":[163],"multiple":[164],"context(s).":[166],"Our":[167,230],"findings":[168],"revealed":[169],"key":[171],"characteristics":[172],"included":[175],"reviews,":[176],"such":[177],"as":[178],"keyword":[179],"co-occurrence":[180],"network,":[181,183],"co-authorship":[182],"geographic":[184],"distribution":[185],"authorship,":[187],"levels,":[189],"subject":[191],"areas.":[192],"Three":[193],"major":[194],"themes":[195],"related":[196],"were":[199],"generated,":[200],"encompassing":[201],"AI\u2019s":[202],"impact":[203],"teaching,":[205],"learning,":[206],"administration.":[208],"We":[209],"also":[210,241],"identified":[211],"commonalities":[212],"nuanced":[214],"differences":[215],"between":[216],"along":[222],"with":[223],"areas":[225],"been":[228],"underexplored.":[229],"study":[231],"not":[232],"only":[233],"expanded":[234],"understanding":[235],"AIED,":[239],"but":[240],"provided":[242],"suggestions":[243],"how":[245],"strengthen":[247],"future":[248],"research.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":19}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
