{"id":"https://openalex.org/W7216828002","doi":null,"title":"GENERATIVE ARTIFICIAL INTELLIGENCE IN EDUCATIONAL CONTEXTS: A SYSTEMATIC REVIEW OF OPPORTUNITIES, CHALLENGES, AND ETHICAL IMPLICATIONS","display_name":"GENERATIVE ARTIFICIAL INTELLIGENCE IN EDUCATIONAL CONTEXTS: A SYSTEMATIC REVIEW OF OPPORTUNITIES, CHALLENGES, AND ETHICAL IMPLICATIONS","publication_year":2025,"publication_date":"2025-10-31","ids":{"openalex":"https://openalex.org/W7216828002"},"language":"en","primary_location":{"id":"pmh:oai:ojs2.aimjournals.com:article/328","doi":null,"is_oa":true,"landing_page_url":"https://aimjournals.com/article-analytics/go/pdf.php?u=https%3A%2F%2Faimjournals.com%2Findex.php%2Firjaet%2Farticle%2Fview%2F328%2F303&j=irjaet&a=328&g=303","pdf_url":"https://aimjournals.com/index.php/irjaet/article/download/328/303/730","source":{"id":"https://openalex.org/S5407049752","display_name":"International Research Journal of Advanced Engineering and Technology","issn_l":"3087-4068","issn":["3087-4068"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3087-4068","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://aimjournals.com/index.php/irjaet/article/download/328/303/730","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5156217153","display_name":"Dr. Elara V. Quinn","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dr. Elara V. Quinn","raw_affiliation_strings":["Department of Educational Policy , The Minerva Institute of Technology , London , United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Educational Policy , The Minerva Institute of Technology , London , United Kingdom","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5155928336","display_name":"Prof. Jian W. Lin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prof. Jian W. Lin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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":0.9984999895095825,"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":0.9984999895095825,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.00019999999494757503,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-artificial-intelligence-in-education","display_name":"generative AI in education","score":0.9610000252723694},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.9950000047683716},{"id":"https://openalex.org/keywords/chatbots","display_name":"chatbots","score":0.9229999780654907},{"id":"https://openalex.org/keywords/academic-integrity","display_name":"academic integrity","score":0.9440000057220459},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.9350000023841858},{"id":"https://openalex.org/keywords/ai-detection","display_name":"AI detection","score":0.4560000002384186},{"id":"https://openalex.org/keywords/assessment-redesign","display_name":"assessment redesign","score":0.9520000219345093},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.8849999904632568},{"id":"https://openalex.org/keywords/educational-technology-policy","display_name":"educational technology policy","score":0.5220000147819519},{"id":"https://openalex.org/keywords/ethical-implications-of-ai","display_name":"ethical implications of AI","score":0.5950000286102295},{"id":"https://openalex.org/keywords/student-experience","display_name":"student experience","score":0.5569999814033508},{"id":"https://openalex.org/keywords/teacher-role","display_name":"teacher role","score":0.6940000057220459},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.6010000109672546}],"concepts":[{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.6570000052452087},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.5649999976158142},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5083000063896179},{"id":"https://openalex.org/C2778024590","wikidata":"https://www.wikidata.org/wiki/Q2357432","display_name":"Cheating","level":2,"score":0.438400000333786},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.4097999930381775},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.3822000026702881},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.38019999861717224},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.36910000443458557},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3571999967098236},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.35030001401901245},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.3440000116825104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3025999963283539},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3012999892234802},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C2776768071","wikidata":"https://www.wikidata.org/wiki/Q5403402","display_name":"Ethical decision","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.2939000129699707},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.28949999809265137},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C2986663376","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical issues","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C2779390046","wikidata":"https://www.wikidata.org/wiki/Q4671278","display_name":"Academic integrity","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2711000144481659},{"id":"https://openalex.org/C188231857","wikidata":"https://www.wikidata.org/wiki/Q2585724","display_name":"Educational assessment","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C43540301","wikidata":"https://www.wikidata.org/wiki/Q689971","display_name":"Paradigm shift","level":2,"score":0.2587999999523163},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.25529998540878296}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ojs2.aimjournals.com:article/328","doi":null,"is_oa":true,"landing_page_url":"https://aimjournals.com/article-analytics/go/pdf.php?u=https%3A%2F%2Faimjournals.com%2Findex.php%2Firjaet%2Farticle%2Fview%2F328%2F303&j=irjaet&a=328&g=303","pdf_url":"https://aimjournals.com/index.php/irjaet/article/download/328/303/730","source":{"id":"https://openalex.org/S5407049752","display_name":"International Research Journal of Advanced Engineering and Technology","issn_l":"3087-4068","issn":["3087-4068"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3087-4068","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ojs2.aimjournals.com:article/328","doi":null,"is_oa":true,"landing_page_url":"https://aimjournals.com/article-analytics/go/pdf.php?u=https%3A%2F%2Faimjournals.com%2Findex.php%2Firjaet%2Farticle%2Fview%2F328%2F303&j=irjaet&a=328&g=303","pdf_url":"https://aimjournals.com/index.php/irjaet/article/download/328/303/730","source":{"id":"https://openalex.org/S5407049752","display_name":"International Research Journal of Advanced Engineering and Technology","issn_l":"3087-4068","issn":["3087-4068"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3087-4068","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.975600004196167,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7216828002.pdf","grobid_xml":"https://content.openalex.org/works/W7216828002.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W4408722446","https://openalex.org/W4410245563","https://openalex.org/W4413473750","https://openalex.org/W4414259239","https://openalex.org/W4414267475"],"related_works":["https://openalex.org/W7217031128","https://openalex.org/W7153094648","https://openalex.org/W4415980917","https://openalex.org/W7130541700","https://openalex.org/W4403828883","https://openalex.org/W7161970338","https://openalex.org/W7084049075","https://openalex.org/W7157172641","https://openalex.org/W7140079267","https://openalex.org/W6930989880"],"abstract_inverted_index":{"Background:":[0],"The":[1,105],"rapid":[2],"emergence":[3],"of":[4,32,163,194,202],"Generative":[5],"Artificial":[6],"Intelligence":[7],"(GAI),":[8],"exemplified":[9],"by":[10],"tools":[11],"like":[12],"large":[13],"language":[14],"models":[15,171],"(LLMs)":[16],"and":[17,41,47,63,83,99,103,120,137,142,145,160,165,174,178,186,208,212,250,257,271],"conversational":[18],"agents,":[19],"presents":[20],"a":[21,179,227,231,240],"pivotal":[22],"moment":[23],"for":[24,37,80,140,169,188],"global":[25],"education":[26,46,100],"systems.":[27],"Understanding":[28],"the":[29,54,60,77,128,161,167,199],"comprehensive":[30],"impact":[31],"these":[33],"technologies":[34,70],"is":[35,205,224,262],"critical":[36,64],"guiding":[38],"pedagogical":[39],"practice":[40],"institutional":[42,121],"policy":[43,84],"in":[44,71,182,234],"higher":[45],"beyond.":[48],"Objective:":[49],"This":[50],"systematic":[51,88],"review":[52,89,106],"synthesizes":[53],"current":[55],"academic":[56,157],"literature":[57,95],"to":[58,113,130,172,238,253,264],"delineate":[59],"primary":[61],"opportunities":[62,125],"challenges":[65,154],"associated":[66],"with":[67],"integrating":[68],"GAI":[69,98,170,203,223,261],"educational":[72,269],"contexts,":[73],"while":[74],"concurrently":[75],"addressing":[76],"urgent":[78],"need":[79],"clear":[81,183],"ethical":[82,184,211],"frameworks.":[85],"Method:":[86],"A":[87,191],"methodology":[90],"was":[91],"employed,":[92],"analyzing":[93],"published":[94],"focused":[96,107],"on":[97,108],"between":[101],"2023":[102],"2024.":[104],"identifying":[109],"core":[110],"themes":[111],"related":[112],"technological":[114,200],"implementation,":[115],"student":[116],"experience,":[117],"educator":[118],"roles,":[119],"integrity.":[122],"Findings:":[123],"Key":[124],"identified":[126],"include":[127],"potential":[129,168],"personalize":[131],"learning":[132],"experiences,":[133],"automate":[134],"routine":[135],"administrative":[136],"grading":[138],"tasks":[139],"educators,":[141],"boost":[143],"creativity":[144],"digital":[146],"multimodal":[147],"composing":[148],"skills":[149],"among":[150],"students.":[151],"Conversely,":[152],"significant":[153,210],"revolve":[155],"around":[156],"integrity":[158,195,255],"concerns":[159],"risk":[162],"plagiarism":[164],"cheating":[166],"harbor":[173],"amplify":[175],"unfair":[176],"biases":[177],"widespread":[180],"deficit":[181],"rules":[185],"guidelines":[187],"responsible":[189],"implementation.":[190],"deep":[192],"analysis":[193],"management":[196],"indicates":[197],"that":[198],"pursuit":[201],"detection":[204],"largely":[206],"futile":[207],"carries":[209],"systemic":[213],"costs,":[214],"necessitating":[215],"an":[216],"imperative":[217],"shift":[218],"toward":[219],"assessment":[220],"redesign.":[221],"Conclusion:":[222],"not":[225],"merely":[226],"disruptive":[228],"technology":[229],"but":[230],"transformative":[232],"partner":[233],"education,":[235],"requiring":[236],"stakeholders":[237],"adopt":[239],"proactive,":[241],"balanced":[242],"approach.":[243],"Institutions":[244],"must":[245],"rapidly":[246],"develop":[247],"clear,":[248],"equitable,":[249],"enforceable":[251],"policies":[252],"manage":[254],"risks":[256],"mitigate":[258],"bias,":[259],"ensuring":[260],"used":[263],"enhance,":[265],"rather":[266],"than":[267],"compromise,":[268],"quality":[270],"fairness.":[272]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-03T00:00:00"}
