Evaluating the Efficacy of ChatGPT for Grammar Assessment and Personalized Feedback
DOI:
https://doi.org/10.53682/eclue.v13i2.12757Keywords:
AI Chatbot ChaptGPT Personalized feedback Grammar AssessmentAbstract
This research investigates the role of the AI chatbot ChatGPT in grammar assessment and personalized feedback for second grade students at SMKN 10 Makassar It aims to evaluate ChatGPT s accuracy in assessing students grammatical competence the effectiveness of its feedback in enhancing grammar skills and students perceptions of its usefulness as a grammar learning tool Using a mixed method explanatory sequential design quantitative data were collected through a structured questionnaire involving 46 students while qualitative insights were gained through interviews with six purposively selected participants The findings revealed that a majority of students perceived ChatGPT as accurate and consistent in identifying grammatical errors particularly appreciating the clarity and specificity of its feedback Furthermore the data indicated that ChatGPT contributed to improved grammar understanding and motivation especially through personalized explanations and error correction Qualitative responses supported these findings highlighting students increased confidence and engagement in grammar learning While some neutral responses suggested room for refinement in feedback fairness and bias perception the overall results demonstrate ChatGPT s potential as an effective supplementary tool in grammar instruction This research contributes to the growing literature on AI assisted language learning and offers practical implications for integrating technology into grammar teaching at the junior high school level < p>
References
Aeni N Winahyu S K Muthmainnah M Mansyur U Syamsidar Izmi S A Padli F 2024 September An Analysis of Jenni Speak: How AI Can Improve Speaking Skills in Indonesian Higher Education? In International Conference on Artificial Intelligence and Networking pp 291 301 Singapore: Springer Nature Singapore https: doi org 10 1007 978 981 96 2015 9_20
Aeni N Alsbbagh Y A M R Taufik M Patandung Y Kurnia R Muthmainnah Al Yakin A 2024 June AI Chatbots in Oral Communication for Higher Education Students: Threats or Opportunities In International Conference on Data Analytics Management pp 147 164 Singapore: Springer Nature Singapore https: doi org 10 1007 978 981 96 3358 6_12
Ali A M 2023 An Intervention Study on the Use of Artificial Intelligence in the ESL Classroom: English teacher perspectives on the Effectiveness of ChatGPT for Personalized Language LearningEn
Belmekki M 2023 Grammar competence and writing performance: A correlational study in higher education TESOL and Technology Studies 4 1 37 44 https: doi org 10 48185 tts v4i1 594
Bitchener J Ferris D R 2012 Written Corrective Feedback in Second Language Acquisition and Writing Routledge
Bozkurt A 2023 Generative artificial intelligence AI powered conversational educational agents: The inevitable paradigm shift Asian Journal of Distance Education 18 1 1 8 https: doi org 10 59429 ajde v18i1 621
Brown H D 2014 Principles of language learning and teaching 6th ed Pearson Education Inc
Chen X Xie H Hwang G J 2020 A multi perspective review of artificial intelligence in education Education and Information Technologies 25 4 3361 3393
Creswell J W Creswell J D 2023 Research design: Qualitative quantitative and mixed methods approaches 6th ed SAGE Publications
Chhabriya M Babu N N Kumari A S P 2024 November AI s Corrective Feedback vs Traditional Recasts: which fosters better grammar accuracy? In 2024 2nd DMIHER International Conference on Artificial Intelligence in Healthcare Education and Industry IDICAIEI pp 1 6 IEEE
Ellis R 1989 Understanding second language acquisition Vol 31 Oxford: Oxford university press
Ellis R 2006 The Study of Second Language Acquisition Oxford University Press
F lstad A Brandtz g P B 2017 Chatbots and the new world of HCI Interactions 24 4 38 42
Holmes N G et al 2023 AI in education: The promise and the practice Nature 620 7976 951 952
Huang J Chen L Zhao M 2020 Personalized feedback in digital learning: Enhancing student engagement and learning outcomes Computers Education 149 103834
Huang X Zou D Cheng G Chen X Xie H 2023 Trends research issues and applications of artificial intelligence in language education Educational Technology Society 26 1 112 125 https: doi org 10 30191 ETS 202301_26 1 0009
Kasneci E Sessler K K hl N et al 2023 ChatGPT for Good? On Opportunities and Challenges of Large Language Models for Education Learning and Individual Differences 101 102274
Krashen S D 1982 Principles and Practice in Second Language Acquisition Pergamon
Luckin R Holmes W Griffiths M Forcier L B 2016 Intelligence Unleashed: An Argument for AI in Education Pearson Education
Mills G E Gay L R 2019 Educational research: Competencies for analysis and applications 12th ed Pearson
Muhayyang M Asriati Sakkir G 2023 Pengantar dasar dasar penelitian pendidikan CV Cendekiawan Indonesia Timur
Ng D T K Leung J K L Chu S K W Qiao M S 2021 Conceptualizing AI literacy: An exploratory review Computers and Education: Artificial Intelligence 2 100041 https: doi org 10 1016 j caeai 2021 100041
OpenAI 2023 ChatGPT: Optimizing language models for dialogue
OpenAI 2023 ChatGPT Technical Overview https: openai com
Perkins M Roe J Postma L McGaughran J Hickey D 2023 AI and the future of academic integrity: A crisis of assessment Assessment Evaluation in Higher Education https: doi org 10 1080 02602938 2023 2262911
Piaget J 1954 The Construction of Reality in the Child Basic Books
Rahayu N Hidayat R 2023 Integrating Chatbots in Junior High School English Lessons: A Case from Indonesia Journal of Technology in Language Education 4 2 55 64
Rahmawati D Ertin 2023 The Effectiveness of Contextual Grammar Teaching in Indonesian EFL Classrooms ELT Edu Journal 6 1 1 15
Sahito Z H Sahito F Z Imran M 2024 The Role of Artificial Intelligence AI in Personalized Learning: A Case Study in K 12 Education Global Educational Studies Review IX III 153 163 https: doi org 10 31703 gesr 2024 IX III 15
Tomlinson C A 2001 How to Differentiate Instruction in Mixed Ability Classrooms ASCD
Wang X Young G W Plechat A Mc Guckin C Makransky G 2023 Utilizing virtual reality to assist social competence education and social support for children from under represented backgrounds Computers Education 201 104815 https: doi org 10 1016 j compedu 2023 104815
Yu S Wong B E Poulova P 2025 Artificial Intelligence in Second Language Acquisition: Enhancing Teacher Self Efficacy Through Tacit and Explicit Knowledge Sharing Journal of Artificial Intelligence and Technology
Zhang Q Nie H Fan J Liu H 2025 Exploring the dynamics of artificial intelligence literacy on english as a foreign language learners willingness to communicate: The critical mediating roles of artificial intelligence learning self efficacy and classroom anxiety Behavioral Sciences 15 4 523 https: doi org 10 3390 bs15040523