AI-Assisted Writing Anxiety: Mediating Effects of Metacognitive Strategies and Self Efficacy in ESL Contexts

Authors

  • Maria Marian Khalid Govt Girls College No.2 Department of English Language and literature Author
  • Md. Rezoan Hossain Lecturer, Department of English, Feni University, Feni-3900, Bangladesh Author
  • Mehran Ali Department of Computer Science, Gomal University, Dera Ismail Khan, Pakistan Author

DOI:

https://doi.org/10.63544/dnn8z540

Keywords:

AI-Assisted Writing, Writing Anxiety, Metacognitive Strategies, Self-Efficacy, ESL, Mediation Analysis, Academic Writing

Abstract

This study aims to investigate the role of AI-assisted writing anxiety in ESL contexts emphasizing the mediating role of metacognitive strategies and self-efficacy. The increasing use of AI in academic writing introduces challenges for students, including language assistance, overreliance, plagiarism, and self-confidence in writing. The study uses a quantitative mediation-based design to examine the direct relationship between the use of AI-assisted writing and writing anxiety, as well as the indirect relationship between the use of AI-assisted writing and writing anxiety through learners' strategic regulation and self-beliefs. The proposed model considers the AI-supported writing as the independent variable, writing anxiety as the dependent variable, and metacognitive strategies and self-efficacy as mediators. The study makes a valuable contribution to literature by broadening the field of AI in education to include affective and cognitive aspects. The results are anticipated to offer practical implications for ESL teachers, curriculum designers, and institutions interested in fostering effective and psychologically healthy AI usage in writing learning.

REFERENCES

[1] S. Zhang and X. Liu, "Learner Emotions in AI-assisted english as a second/foreign language learning: a systematic review of empirical studies," Frontiers in Psychology, vol. 16, p. 1652806, 2025.

[2] X. Yu, "Research on the Impact Factors of User Satisfaction With AI-Assisted Academic Writing Tools," 2025.

[3] K. Bystrom and P. Hansen, "Conceptual framework for tasks in information studies," Journal of the American Society for Information Science and Technology, vol. 56, no. 10, pp. 1050-1061, 2005.

[4] J. A. A. Martinez, J. F. Gomez, C. D. Larenas, A. E. P. Trujillo, L. M. A. Salas, and F. A. V. Agudelo, "The Effects of Incorporating Artificial Intelligence into English-Language Teaching and Learning: A Systematic Review on Anxiety and Demotivation," Journal of Educators Online, vol. 22, no. 4, p. n4, 2025.

[5] B. M. James, K. A. Kenner, G. C. Bunch, J. Raufman, and X. Trejo, "Adult Education ESL in the United States: A Systematic Literature Review," CCRC Working Paper No. 139, Community College Research Center, Teachers College, Columbia University, 2026.

[6] B. Zhang, W. Li, and M. Jou, "The influence of generative artificial intelligence support on learning anxiety and academic expectation stress: the mediating role of self-efficacy," Interactive Learning Environments, pp. 1-17, 2025.

[7] Y. Zhang, "AI-associated academic writing anxiety in AI-assisted contexts: evidence from Chinese EFL postgraduate students," Frontiers in Psychology, vol. 17, p. 1841607, 2026.

[8] C. Riley, O. Al-Refai, Y. C. Reyes, and E. Hammad, "Human-AI Interactions: Cognitive, Behavioral, and Emotional Impacts," arXiv preprint arXiv:2510.17753, 2025.

[9] S. Coutinho, "Self-efficacy, metacognition, and performance," North American Journal of Psychology, vol. 10, no. 1, 2008.

[10] J. Yu and Y. Tao, "RETRACTED: To be in AI-integrated language classes or not to be: Academic emotion regulation, self-esteem, L2 learning experiences and growth mindsets are in focus," British Educational Research Journal, 2025.

[11] C. Simos, T. Tzianakopoulou, A. Papachristou, S. Nestoratou, A. Galiotou, and E. Xyloparkioti, "AI literacy and critical digital literacy in school practice: Collaborative digital writing as a cognitive and instructional model for 21st century learning," Global Journal of Engineering and Technology Advances, vol. 26, no. 3, pp. 63-80, 2026.

[12] M. Pum, "The Perceived Impact of AI-Assisted Writing Tools on Writing Autonomy, Confidence, and Creativity Among Cambodian First-Year University Students: A Quantitative Study," Sage Open, vol. 16, no. 1, p. 21582440251415304, 2026.

[13] B. J. Zimmerman and D. H. Schunk, "Self-regulated learning and performance: An introduction and an overview," Handbook of Self-Regulation of Learning and Performance, pp. 15-26, 2011.

[14] D. H. Schunk, "Social cognitive theory," 2012.

[15] L. Wu and C. Wu, "The dual role of digital literacy in EFL writing: Unmasking its direct and self-efficacy-mediated effects on anxiety among Chinese tertiary learners," Acta Psychologica, vol. 264, p. 106567, 2026.

[16] R. Q. Mahmood and R. A. Azeez, "Reconceptualizing Individual Differences through the Lens of Sociocultural Theory in AI-Mediated Language Learning," 2025.

[17] X. Shen and Y. Tao, "Metacognitive Strategies, AI-based Writing Self-efficacy and Writing Anxiety in AI-assisted Writing Contexts: A Structural Equation Modeling Analysis," International Journal of TESOL Studies, vol. 7, no. 1, 2025.

[18] J. J. Kim, J. Soh, S. Kadkol, I. Solomon, H. Yeh, A. V. Srivatsa, et al., "AI anxiety: A comprehensive analysis of psychological factors and interventions," AI and Ethics, vol. 5, no. 4, pp. 3993-4009, 2025.

[19] R. Khosravi, A. Dastgoshadeh, and K. Jalilzadeh, "Writing metacognitive strategy-based instruction through flipped classroom: An investigation of writing performance, anxiety, and self-efficacy," Smart Learning Environments, vol. 10, no. 1, p. 48, 2023.

[20] S. Raoofi, B. H. Tan, and S. H. Chan, "Self-efficacy in second/foreign language learning contexts," English Language Teaching, vol. 5, no. 11, pp. 60-73, 2012.

[21] A. F. Hayes, Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. Guilford Publications, 2017.

[22] J. W. Creswell and J. D. Creswell, Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. Sage Publications, 2017.

[23] I. Etikan, S. A. Musa, and R. S. Alkassim, "Comparison of convenience sampling and purposive sampling," American Journal of Theoretical and Applied Statistics, vol. 5, no. 1, pp. 1-4, 2016.

[24] A. Bandura, Self-Efficacy: The Exercise of Control. Macmillan, 1997.

[25] Y. S. Cheng, "A measure of second language writing anxiety: Scale development and preliminary validation," Journal of Second Language Writing, vol. 13, no. 4, pp. 313-335, 2004.

[26] S. T. Hajjar, "Statistical analysis: Internal-consistency reliability and construct validity," International Journal of Quantitative and Qualitative Research Methods, vol. 6, no. 1, pp. 27-38, 2018.

[27] M. A. Robinson, "Using multi-item psychometric scales for research and practice in human resource management," Human Resource Management, vol. 57, no. 3, pp. 739-750, 2018.

[28] A. Dou, A. C. E. Bouadjemi, and R. E. A. Ghobrini, "Enhancing secondary EFL students' writing proficiency using GenAI: A comprehensive approach," Research on Education and Media, vol. 17, no. 2, pp. 50-60, 2025.

Author Biographies

  • Maria Marian Khalid, Govt Girls College No.2 Department of English Language and literature
  • Md. Rezoan Hossain , Lecturer, Department of English, Feni University, Feni-3900, Bangladesh
  • Mehran Ali, Department of Computer Science, Gomal University, Dera Ismail Khan, Pakistan

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Published

11-07-2026

How to Cite

AI-Assisted Writing Anxiety: Mediating Effects of Metacognitive Strategies and Self Efficacy in ESL Contexts. (2026). Journal of Engineering and Computational Intelligence Review, 4(2), 1-17. https://doi.org/10.63544/dnn8z540

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