Generative <scp>AI</scp> in education and research: A systematic mapping review

Abstract Given the potential applications of generative AI (GenAI) in education and its rising interest in research, this systematic review mapped the thematic landscape of 407 publications indexed in the Web of Science, ScienceDirect and Scopus. Using EPPI Reviewer, publication type, educational level, disciplines, research areas and applications of GenAI were extracted. Eight discursive themes were identified, predominantly focused on ‘application, impact and potential’, ‘ethical implication and risks’, ‘perspectives and experiences’, ‘institutional and individual adoption’, and ‘performance and intelligence’. GenAI was conceptualised as a tool for ‘pedagogical enhancement’, ‘specialised training and practices’, ‘writing assistance and productivity’, ‘professional skills and development’, and as an ‘interdisciplinary learning tool’. Key gaps highlighted include a paucity of research and discussions on GenAI in K‐12 education; a limited exploration of GenAI's impact using experimental procedures; and a limited exploration of the potential and ethical concerns of GenAI from the lens of cultural dimensions. Promising opportunities for future research are highlighted.

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Publication Details

Journal
Review of Education
Published
2024-08-01
DOI
https://doi.org/10.1002/rev3.3489
Citations
97
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
11.67
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article

Generative AI in education and research: A systematic mapping review

Nasrin Pervin, Norah Md Noor, Abdullahi Yusuf, ‪Marcos Román-González‬
97 citations
Review of Education
Artificial Intelligence in Healthcare and Education
11.67
article

Generative AI in education and research: A systematic mapping review

Nasrin Pervin, Norah Md Noor, Abdullahi Yusuf, ‪Marcos Román-González‬
article en
97 citations

Abstract

Abstract Given the potential applications of generative AI (GenAI) in education and its rising interest in research, this systematic review mapped the thematic landscape of 407 publications indexed in the Web of Science, ScienceDirect and Scopus. Using EPPI Reviewer, publication type, educational level, disciplines, research areas and applications of GenAI were extracted. Eight discursive themes were identified, predominantly focused on ‘application, impact and potential’, ‘ethical implication and risks’, ‘perspectives and experiences’, ‘institutional and individual adoption’, and ‘performance and intelligence’. GenAI was conceptualised as a tool for ‘pedagogical enhancement’, ‘specialised training and practices’, ‘writing assistance and productivity’, ‘professional skills and development’, and as an ‘interdisciplinary learning tool’. Key gaps highlighted include a paucity of research and discussions on GenAI in K‐12 education; a limited exploration of GenAI's impact using experimental procedures; and a limited exploration of the potential and ethical concerns of GenAI from the lens of cultural dimensions. Promising opportunities for future research are highlighted.

Review of EducationVol. 12(2)
North South University (BD), Universidad Nacional de Educación a Distancia (ES), Sokoto State University (NG), University of Technology Malaysia (MY)
Openalex Percentile: Top 1%
Artificial Intelligence in Healthcare and Education
11.67
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Generative <scp>AI</scp> in education and research: A systematic mapping review — Nasrin Pervin, Norah Md Noor, et al. · Review of Education (2024) | TGRS Research Map | TGRS