Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

The Impact of ChatGPT on Students' Academic Achievement

A Meta‐Analysis

Bibliographic Data

ID21499162
AuthorsZhiwei Liu (0000-0003-4241-0326, College of Mathematical Science Yangzhou University Yangzhou China), Haode Zuo (0000-0001-5134-0572, College of Mathematical Science Yangzhou University Yangzhou China, corresponding author), Yongjing Lu (0009-0005-9433-1859, College of Mathematical Science Yangzhou University Yangzhou China)
Year2025
Volume41
Issue4
Publication date2025-08-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueJournal of Computer Assisted Learning (JOURNAL)
Journal identifiersISSN: 0266-4909 • E-ISSN: 1365-2729
PublisherWiley (PUBLISHER • GB)
DOI10.1111/jcal.70096
OpenAlexW4412439071
LanguageEN
Citations received12
References cited85

Academic achievement · Mathematics education · Meta-analysis · Artificial Intelligence in Healthcare and Education · Computer Science · E-Learning and COVID-19 · Medicine · Online Learning and Analytics · Psychology

  • Relationship between education students’ knowledge of ChatGPT in education and their academic performance

    Open Access•Vanjoreeh A Madale•Discover Education•2026

  • Pedagogical partnerships with generative AI in higher education

    Open Access•Shaofeng Wang, Hao Zhang•International Journal of…•2026

  • Unveiling Patterns of Generative AI Integration That Enhance Learning

    Open Access•Shuowen An, Yu Song et al.•Educational Psychology Review•2026

  • Trust, Privacy, and Context Dependence of Large Language Models in Educational Contexts

    Open Access•Noah L Schroeder, Shan Zhang et al.•Journal of Educational Computing…•2026

  • Task-Centered Analysis of Higher Education Students’ Uses of Generative Artificial Intelligence

    Open Access•Arnon Hershkovitz, Michal Tabach et al.•Education Sciences•2025

  • Enhancing Academic Achievement and Classroom Interaction in Fourth-Grade Mathematics Using an Adaptive Unit Designed with ChatGPT Support

    Sarah Nizar Al-Sheikh, Samar Youssef et al.•An-Najah University Journal for…•2026

  • The effectiveness of technology-enhanced L2 learning in higher education on academic performance from a cognitive load perspective

    Open Access•Wanting Chen, Wei Xu•System•2026

  • Comparing the Impact of Individual‐ and Team‐Based ChatGPT Collaboration on High School Students' Cognitive Competencies in Programming Education

    Open Access•Mahmood H Hussein, Fatimah Husayn Amir Aldeeb et al.•Journal of Computer Assisted…•2026

  • An Extended Technology Acceptance Model to Explain Higher Education Students' Behavioral Intention to Use ChatGPT

    Open Access•Lazura Kazykhankyzy, Ziyoda Khalmatova et al.•European Journal of Education•2026

  • The impact of maladaptive perfectionism on AI dependence among college students

    Open Access•Pu Sun, J R Li et al.•Acta Psychologica•2026

  • The role of epistemic beliefs in predicting ChatGPT adoption and avoidance in higher education

    Open Access•Detlef Urhahne, Laura Kehle et al.•Acta Psychologica•2026

  • Who speaks for culture? Generative AI, epistemic authority, and narrative negotiation in an intercultural classroom

    Open Access•Joao Gabriel Rodrigues Telles Almeida•AI & Society•2026

  • Systematic Reviews and Meta-Analysis

    Julia H Littell, Jacqueline Corcoran et al.•Systematic Reviews and…•2008

  • Introduction to Meta‐Analysis

    Open Access•Michael Borenstein, Larry V Hedges et al.•Introduction to Meta-Analysis•2021

  • Research Synthesis and Meta-Analysis

    Harris Cooper•Research Synthesis and…•2017

  • Enhancing academic writing skills and motivation

    Open Access•Cuiping Song, Yanping Song•Frontiers in Psychology•2023

  • The flipped classroom

    Open Access•Peter Strelan, Amanda Osborn et al.•Educational Research Review•2020

  • Fixed- and random-effects models in meta-analysis.

    Larry V Hedges, Jack L Vevea•Psychological Methods•1998

  • The effect of generative artificial intelligence (AI)-based tool use on students' computational thinking skills, programming self-efficacy and motivation

    Open Access•Ramazan Yılmaz, Fatma Gizem Karaoğlan Yılmaz et al.•Computers and Education:…•2023

  • Impact of ChatGPT on ESL students’ academic writing skills

    Open Access•Sitakant Mahapatra•Smart Learning Environments•2024

  • AI-generated feedback on writing

    Open Access•Juan Escalante, Austin Pack et al.•International Journal of…•2023

  • Measuring inconsistency in meta-analyses

    Open Access•Julian P T Higgins, Simon G Thompson et al.•BMJ•2003

  • Retracted Article

    Open Access•Jin Wang, Wenxiang Fan•Humanities and Social Sciences…•2025

  • ChatGPT-3.5 as writing assistance in students’ essays

    Open Access•Željana Bašić, Ana Banovac et al.•Humanities and Social Sciences…•2023

  • ChatGPT in didactical tetrahedron, does it make an exception? A case study in mathematics teaching and learning

    Open Access•Dadan Dasari, Agus Hendriyanto et al.•Frontiers in Education•2024

  • ChatGPT in Teaching and Learning

    Open Access•Duha Ali, Yasin Fatemi et al.•Education Sciences•2024

  • Effectiveness of Using ChatGPT as a Tool to Strengthen Benefits of the Flipped Learning Strategy

    Open Access•Gilberto Huesca, Yolanda Martinez-Trevino et al.•Education Sciences•2024

  • The effect of chatbots on learning

    Ecenaz Alemdag•Journal of Research on Technology…•2025

  • AI Application (ChatGPT) and Saudi Arabian Primary School Students’ Autonomy in Online Classes

    Open Access•Ali Rashed Ibraheam Almohesh•The International Review of…•2024

  • Effects of GenAI-empowered interactive support on university EFL students' self-regulated strategy use and engagement in reading

    Open Access•Mengru Pan, Chun Lai et al.•The Internet and Higher Education•2025

  • The impact of Generative AI (GenAI) on practices, policies and research direction in education

    Open Access•Thomas K F Chiu•Interactive Learning Environments•2024

  • Does ChatGPT enhance student learning? A systematic review and meta-analysis of experimental studies

    Open Access•Ruiqi Deng, Maoli Jiang et al.•Computers & Education•2025

  • The influence of ChatGPT on student engagement

    Open Access•Chung Kwan Lo, Khe Foon Hew et al.•Computers & Education•2024

  • The impact of virtual technology on students’ creativity

    Open Access•Yubiao Wang, Wenping Liu et al.•Computers & Education•2024

  • Chatbots in education

    Open Access•Tim Debets, Seyyed Kazem Banihashem et al.•Computers & Education•2025

  • ChatGPT improves creative problem-solving performance in university students

    Open Access•Marek Urban, Filip Dechterenko et al.•Computers & Education•2024

  • Deconstructing University Learners' Adoption Intention Towards Aigc Technology

    Open Access•Chengliang Wang, Xiaojiao Chen et al.•Journal of Computer Assisted…•2025

  • Mastering medical terminology with ChatGPT and Termbot

    Open Access•Mei‐Hua Hsu•Health Education Journal•2024

  • Do AI chatbots improve students learning outcomes? Evidence from a meta‐analysis

    Open Access•Rong Wu, Yu Zhonggen•British Journal of Educational…•2024

  • Effects of a ChatGPT-based flipped learning guiding approach on learners’ courseware project performances and perceptions

    Open Access•Haifeng Li•Australasian Journal of…•2023

  • Writing meta-analytic reviews

    Robert Rosenthal•Psychological Bulletin•1995

  • Evidence that class size matters in 4th grade mathematics

    Open Access•Theodore R Breton•International Journal of…•2013

Unique citing works12
Citations per year12
Citation span2025 - 2026 (2)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 12

Tools

Open DOI
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae