Exploring the impact of AI-powered language tools on language learning attitudes and test anxiety among undergraduates

This study examined how undergraduate students' views on language learning and test anxiety were influenced by AI-Powered Language Tools (AiLTs). Data from 55 participants from a survey indicated that familiarity with AiLTs enhanced attitudes, despite concerns about the impersonal nature compar...

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Main Authors: Zuraina, Ali, Amy Zulaikha, Mohd Ali, Mohd Amir Izuddin, Mohamad Ghazali, Nur Najmiyah, Jaafar, Rahmah, Mokhtar
Format: Book Chapter
Language:English
English
English
Published: IGI Global 2025
Subjects:
Online Access:https://umpir.ump.edu.my/id/eprint/44367/
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author Zuraina, Ali
Amy Zulaikha, Mohd Ali
Mohd Amir Izuddin, Mohamad Ghazali
Nur Najmiyah, Jaafar
Rahmah, Mokhtar
author_facet Zuraina, Ali
Amy Zulaikha, Mohd Ali
Mohd Amir Izuddin, Mohamad Ghazali
Nur Najmiyah, Jaafar
Rahmah, Mokhtar
author_sort Zuraina, Ali
building UMP Institutional Repository
collection Online Access
description This study examined how undergraduate students' views on language learning and test anxiety were influenced by AI-Powered Language Tools (AiLTs). Data from 55 participants from a survey indicated that familiarity with AiLTs enhanced attitudes, despite concerns about the impersonal nature compared to traditional teaching. Significant positive correlations were found between test anxiety levels and AiLTs usage frequency and experience. Higher anxiety levels were associated with increased AiLTs usage. Notably, familiarity with AiLTs did not show a clear link to test anxiety. These results emphasize the importance of considering test anxiety when assessing AiLTs usage. Educators and policymakers can use this study to enhance language learning in higher education with AI technology while addressing testrelated concerns.
first_indexed 2025-11-15T03:55:07Z
format Book Chapter
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institution Universiti Malaysia Pahang
institution_category Local University
language English
English
English
last_indexed 2025-11-15T03:58:58Z
publishDate 2025
publisher IGI Global
recordtype eprints
repository_type Digital Repository
spelling ump-443672025-08-04T05:34:53Z https://umpir.ump.edu.my/id/eprint/44367/ Exploring the impact of AI-powered language tools on language learning attitudes and test anxiety among undergraduates Zuraina, Ali Amy Zulaikha, Mohd Ali Mohd Amir Izuddin, Mohamad Ghazali Nur Najmiyah, Jaafar Rahmah, Mokhtar L Education (General) This study examined how undergraduate students' views on language learning and test anxiety were influenced by AI-Powered Language Tools (AiLTs). Data from 55 participants from a survey indicated that familiarity with AiLTs enhanced attitudes, despite concerns about the impersonal nature compared to traditional teaching. Significant positive correlations were found between test anxiety levels and AiLTs usage frequency and experience. Higher anxiety levels were associated with increased AiLTs usage. Notably, familiarity with AiLTs did not show a clear link to test anxiety. These results emphasize the importance of considering test anxiety when assessing AiLTs usage. Educators and policymakers can use this study to enhance language learning in higher education with AI technology while addressing testrelated concerns. IGI Global 2025 Book Chapter PeerReviewed pdf en https://umpir.ump.edu.my/id/eprint/44367/7/Innovations%20in%20Educational%20Robotics.pdf pdf en https://umpir.ump.edu.my/id/eprint/44367/13/Exploring%20the%20Impact%20of%20AI-Powered%20Language%20Tools%20on%20Language%20Learning%20Attitudes%20and%20Test%20Anxiety%20Among%20Undergraduates.pdf pdf en https://umpir.ump.edu.my/id/eprint/44367/1/IGI-Global%20AI%20on%20Learning%20attitudes%20n%20test%20anxiety.pdf Zuraina, Ali and Amy Zulaikha, Mohd Ali and Mohd Amir Izuddin, Mohamad Ghazali and Nur Najmiyah, Jaafar and Rahmah, Mokhtar (2025) Exploring the impact of AI-powered language tools on language learning attitudes and test anxiety among undergraduates. In: Innovations in Educational Robotics: Advancing AI for Sustainable Development. IGI Global, Hershey, PA, pp. 193-219. ISBN 9798369361658 https://doi.org/10.4018/979-8-3693-6165-8.ch010 https://doi.org/10.4018/979-8-3693-6165-8.ch010 https://doi.org/10.4018/979-8-3693-6165-8.ch010
spellingShingle L Education (General)
Zuraina, Ali
Amy Zulaikha, Mohd Ali
Mohd Amir Izuddin, Mohamad Ghazali
Nur Najmiyah, Jaafar
Rahmah, Mokhtar
Exploring the impact of AI-powered language tools on language learning attitudes and test anxiety among undergraduates
title Exploring the impact of AI-powered language tools on language learning attitudes and test anxiety among undergraduates
title_full Exploring the impact of AI-powered language tools on language learning attitudes and test anxiety among undergraduates
title_fullStr Exploring the impact of AI-powered language tools on language learning attitudes and test anxiety among undergraduates
title_full_unstemmed Exploring the impact of AI-powered language tools on language learning attitudes and test anxiety among undergraduates
title_short Exploring the impact of AI-powered language tools on language learning attitudes and test anxiety among undergraduates
title_sort exploring the impact of ai-powered language tools on language learning attitudes and test anxiety among undergraduates
topic L Education (General)
url https://umpir.ump.edu.my/id/eprint/44367/
https://umpir.ump.edu.my/id/eprint/44367/
https://umpir.ump.edu.my/id/eprint/44367/