Additive, not conditional: Text difficulty, self-efficacy, and classroom climate as predictors of reading anxiety in Indonesian EFL higher education
DOI:
https://doi.org/10.12928/eltej.v9i2.16363Keywords:
Classroom climate, EFL, Foreign language reading anxiety , Reading self-efficacyAbstract
Foreign language reading anxiety (FLRA) is a persistent affective barrier in EFL contexts, yet research in Indonesia has remained largely descriptive, ranking the sources of anxiety without testing whether they predict FLRA inferentially or whether learner and classroom resources alter their impact. This study addressed both questions through moderated multiple regression with 178 EFL undergraduates (semesters 3–6) at a university in Lampung, Indonesia, using six adapted instruments. The central finding was not the one anticipated. Neither reading self-efficacy nor classroom supportive climate moderated any relationship between text difficulty and FLRA (all p ≥ .53; ΔR² = .002), and a sensitivity analysis confirmed that the design could detect interactions of f² ≥ .045, so conditional effects of practical magnitude can be excluded although smaller ones cannot. Instead, both resources operated additively rather than conditionally, reducing FLRA directly and uniformly (self-efficacy b = −0.221; classroom climate b = −0.188) and adding 10.4% of explained variance. Among the predictors, performance worry dominated (b = 0.389, f² = .350), outweighing vocabulary difficulty and topic familiarity; together the three explained 46.4% of FLRA variance. Confidence and a supportive climate therefore appear to lower the anxiety baseline without blunting specific text-difficulty triggers. Indonesian EFL instruction should reduce the evaluative stakes of reading tasks directly rather than relying on affective resources to buffer them.
References
Aguinis, H., Beaty, J. C., Boik, R. J., & Pierce, C. A. (2005). Effect size and power in assessing moderating effects of categorical variables using multiple regression: A 30-year review. Journal of Applied Psychology, 90(1), 94–107. https://doi.org/10.1037/0021-9010.90.1.94
Ahmad, I. S., Al-Shboul, M., Sahari Nordin, M., Abdul Rahman, Z., & Madarsha, K. B. (2013). The potential sources of foreign language reading anxiety in a Jordanian EFL context: A theoretical framework. English Language Teaching, 6(11), 89–110. https://doi.org/10.5539/elt.v6n11p89
Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. SAGE.
Al Faruq, A. Z. (2019). Reading anxiety in English as a foreign language for undergraduate students in Indonesia. Journal of Teaching & Learning English in Multicultural Contexts, 3(2), 88–95. https://doi.org/10.37058/tlemc.v3i2.1275
Aldubaikhi, S. A. (2023). Influence of teacher/instructor foreign language anxiety reduction strategies on students' foreign language anxiety. Eurasian Journal of Applied Linguistics, 9(2), 33–44. https://doi.org/10.32601/ejal.902004
Al-Shboul, M. M., Ahmad, I. S., Nordin, M. S., & Rahman, Z. A. (2013). Foreign language reading anxiety in a Jordanian EFL context: A qualitative study. English Language Teaching, 6(6), 38–56. https://doi.org/10.5539/elt.v6n6p38
Chen, S., Xu, H., Jin, C., Yin, K., Wang, X., & Wang, T. (2025). Social support and english academic achievement: the mediating role of foreign language emotions and the moderating effect of academic self-concept. BMC psychology, 13(1), 1286.. https://doi.org/10.1186/s40359-025-03617-9
Bailey, D., & Almusharraf, N. (2022). Calm down: A mediation model on the mitigating effect anxiety has on learner interactions and learning outcome. International Journal of Applied Linguistics, 32(1), 108-125. https://doi.org/10.1111/ijal.12398
Bandura, A. (1997). Self-efficacy: The exercise of control. W. H. Freeman.
Baranger, D. A. A., Finsaas, M. C., Goldstein, B. L., Vize, C. E., Lynam, D. R., & Olino, T. M. (2023). Tutorial: Power analyses for interaction effects in cross-sectional regressions. Advances in Methods and Practices in Psychological Science, 6(3), 1–13. https://doi.org/10.1177/25152459231187531
Carrell, P. L., & Eisterhold, J. C. (1983). Schema theory and ESL reading pedagogy. TESOL Quarterly, 17(4), 553–573. https://doi.org/10.2307/3586613
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum.
Cong, W., & Li, P. (2022). The relationship between EFL Learners' communication apprehension, self-efficacy, and emotional intelligence. Frontiers in Psychology, 13, 847383.. https://doi.org/10.3389/fpsyg.2022.847383
Dang, V. T. T. (2022, July). Foreign language reading anxiety and its correlation with topic familiarity. In Proceedings of the 6th International Conference on Education and Multimedia Technology (pp. 360-365). https://doi.org/10.1145/3551708.3556209
Dang, V. T. T. (2024). English foreign language reading anxiety and reading strategies: A positive or negative correlation? SAGE Open, 14(3). https://doi.org/10.1177/21582440241279663
Dewaele, J.-M., & MacIntyre, P. D. (2014). The two faces of Janus? Anxiety and enjoyment in the foreign language classroom. Studies in Second Language Learning and Teaching, 4(2), 237–274. https://doi.org/10.14746/ssllt.2014.4.2.5
Fitrawati, F., Kamil, I., & Perrodin, D. D. (2023). Foreign language reading anxiety: Exploring the experiences of EFL students at a state university in Padang, Indonesia. English Language Teaching Educational Journal, 6(1), 1–13. https://doi.org/10.12928/eltej.v6i1.7716
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39. https://doi.org/10.2307/3151312
Franco-Martínez, A., Alvarado, J. M., & Sorrel, M. A. (2023). Range restriction affects factor analysis: Normality, estimation, fit, loadings, and reliability. Educational and Psychological Measurement, 83(2), 262–293. https://doi.org/10.1177/00131644221081867
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hamada, A., & Takaki, S. (2019). Approximate replication of Matsuda and Gobel (2004) for psychometric validation of the Foreign Language Reading Anxiety Scale. Language Teaching. Advance online publication. https://doi.org/10.1017/S0261444819000296
Hayasaki, A., & Ryan, S. (2022). A different kind of tension: Foreign language anxiety from a positive psychology perspective. Chinese Journal of Applied Linguistics, 45(1), 17–31. https://doi.org/10.1515/CJAL-2022-0103
Hayes, A. F. (2018). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach (2nd ed.). Guilford Press.
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Horwitz, E. K., Horwitz, M. B., & Cope, J. (1986). Foreign language classroom anxiety. The Modern Language Journal, 70(2), 125–132. https://doi.org/10.2307/327317
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
Huang, L., & Liu, M. (2025). The impact of technology on foreign language anxiety: A systematic review of empirical studies from 2004 to 2024. Humanities and Social Sciences Communications, 12(1), 1665. https://doi.org/10.1057/s41599-025-05921-6
Jin, Y., Dewaele, J.-M., & MacIntyre, P. D. (2021). Reducing anxiety in the foreign language classroom: A positive psychology approach. System, 101, Article 102604. https://doi.org/10.1016/j.system.2021.102604
Kamil, I., & Fitrawati. (2022). The EFL learners' reading anxiety level at English Department UNP. Journal of English Language Teaching, 12(1), 300–312.
Li, H., Srisawat, P., & Voracharoensri, S. (2025). The influence of mindfulness, resilience, and self-efficacy on foreign language anxiety among Chinese college students. Journal of Education and Learning (EduLearn), 19(4), 2024–2032. https://doi.org/10.11591/edulearn.v19i4.23075
Limeranto, J. T., & Subekti, A. S. (2021). Indonesian theology students' foreign language reading anxiety and reading performance: A correlational study. Studies in English Language and Education, 8(1), 131–142. https://doi.org/10.24815/siele.v8i1.17398
Mardianti, N., Wijayati, P. H., & Murtadho, N. (2021). The correlation between students' reading anxiety and their reading comprehension in ESP context. International Journal of Language Education, 5(2), 15–29. https://doi.org/10.26858/ijole.v5i2.15440
Meade, A. W., & Craig, S. B. (2012). Identifying careless responses in survey data. Psychological Methods, 17(3), 437–455. https://doi.org/10.1037/a0028085
Miciak, J., Taylor, W. P., Stuebing, K. K., Fletcher, J. M., & Vaughn, S. (2016). Designing intervention studies: Selected populations, range restrictions, and statistical power. Journal of Research on Educational Effectiveness, 9(4), 556–569. https://doi.org/10.1080/19345747.2015.1086916
Mikami, H. (2023). A preliminary assessment of facilitating anxiety in second language reading. Reading in a Foreign Language, 35(1), 30–47. https://doi.org/10.64152/10125/67437
Mouhoubi-Messadh, C., & Khaldi, K. (2022). Dealing with foreign language speaking anxiety: What every language teacher should know. Training, Language and Culture, 6(1), 20–32. https://doi.org/10.22363/2521-442X-2022-6-1-20-32
Muhlis, A. (2017). Foreign language reading anxiety among Indonesian EFL senior high school students. ENGLISH FRANCA : Academic Journal of English Language and Education, 1(1), 19. https://doi.org/10.29240/ef.v1i1.160
Nassaji, H. (2003). L2 vocabulary learning from context: Strategies, knowledge sources, and their relationship with success in L2 lexical inferencing. TESOL Quarterly, 37(4), 645. https://doi.org/10.2307/3588216
Özer, Ö., & İşpınar Akçayoğlu, D. (2021). Examining the roles of self-efficacy beliefs, self-regulated learning and foreign language anxiety in the academic achievement of tertiary EFL learners. Participatory Educational Research, 8(2), 357–372. https://doi.org/10.17275/per.21.43.8.2
Perrodin, D. (2022). Lasting effects of foreign language anxiety with adults working in international organizations. PASAA, 63(1), 254–278. https://doi.org/10.58837/CHULA.PASAA.63.1.10
Prat-Sala, M., & Redford, P. (2010). The interplay between motivation, self-efficacy, and approaches to studying. British Journal of Educational Psychology, 80(2), 283–305. https://doi.org/10.1348/000709909X480563
Saito, Y., Garza, T. J., & Horwitz, E. K. (1999). Foreign language reading anxiety. The Modern Language Journal, 83(2), 202–218. https://doi.org/10.1111/0026-7902.00016
Toyama, M., & Yamazaki, Y. (2021). Classroom interventions and foreign language anxiety: A systematic review with narrative approach. Frontiers in Psychology, 12, 614184. https://doi.org/10.3389/fpsyg.2021.614184
Toyama, M., & Yamazaki, Y. (2022). Foreign language anxiety and individualism-collectivism culture: A top-down approach for a country/regional-level analysis. SAGE Open, 12(1), 1–17. https://doi.org/10.1177/21582440211069143
Trickett, E. J., & Moos, R. H. (1973). Social environment of junior high and high school classrooms. Journal of Educational Psychology, 65(1), 93–102. https://doi.org/10.1037/h0034823
Valizadeh, M. (2021). The effect of reading comprehension strategies instruction on EFL learners’ reading anxiety level. Shanlax International Journal of Education, 9(S1-May), 53–58. https://doi.org/10.34293/education.v9iS1-May.3999
Wang, Y. (2025). Can formative assessment reduce second-language writing anxiety? Language Teaching Research. Advance online publication. https://doi.org/10.1177/13621688251368637
Xu, J., & Xu, Y. (2025). The impact of self-efficacy on psychological resilience in EFL learners: A serial mediation model. BMC Psychology, 13, Article 858. https://doi.org/10.1186/s40359-025-03236-4
Zhang, X. (2019). Foreign language anxiety and foreign language performance: A meta-analysis. The Modern Language Journal, 103(4), 763–781. https://doi.org/10.1111/modl.12590
Zhou, S., Chiu, M. M., Dong, Z., & Zhou, W. (2023). Foreign language anxiety and foreign language self-efficacy: A meta-analysis. Current Psychology, 42, 31536–31550. https://doi.org/10.1007/s12144-022-04110-x
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Eva Faliyanti, Risma Margaretha Sinaga, Rabiyatul Adawiyah Siregar, Budi Kadaryanto, Irma Lusi Nugraheni

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish in ELTEJ agree to the following terms: Authors retain copyright and grant the ELTEJ right of first publication with the work simultaneously licensed under a Creative Commons Attribution License (CC BY-SA 4.0) that allows others to share (copy and redistribute the material in any medium or format) and adapt (remix, transform, and build upon the material) the work for any purpose, even commercially with an acknowledgement of the work's authorship and initial publication in ELTEJ. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in ELTEJ. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).



