Modelling Cognitive and Metacognitive Strategies and Their Relationships to Reading Comprehension Test Performance of Thai High School EFL Learners
DOI:
https://doi.org/10.17507/jltr.1703.05Keywords:
metacognitive strategies, cognitive strategies, reading comprehension, Thai high school students, SEMAbstract
Cognitive and metacognitive strategies are crucial for enabling reading comprehension and controlling language processing. This study explored the role of these strategies and their contribution to English reading comprehension test performance, as well as the extent of their relationships in reading comprehension outcomes, using Structural Equation Modelling (SEM). A total of 685 Thai high school students were assessed on a standardised reading comprehension test and a six-point Likert-scale questionnaire designed to measure strategy use. The findings indicated that cognitive and metacognitive strategies were positively related to reading test performance. Cognitive strategies, especially those of retrieval and comprehension, served as basic processes underpinning decoding, integration, and the construction of meaning from text. However, metacognitive strategies exerted significant regulatory influence, with direct effects on reading comprehension and indirect effects via cognitive strategy use. The relationship between retrieval and comprehension also emphasised their interrelated roles as components of strategic reading. Both types of strategy contributed significantly to reading comprehension, but only through language knowledge, with the learning processing model showing incremental improvement in strategy use and apparent individual differences as proficiency grew. These results point to the pedagogical importance of developing strategic awareness and self-regulated learning, as well as providing more explicit strategy instruction, and indicate that future research using longitudinal or mixed-methods designs could provide richer information about how strategies are used differently across contexts, age groups, and more advanced proficiency levels.
References
Alderson, J. C. (2000). Assessing Reading. Cambridge University Press.
Anderson, N. J. (1991). Individual differences in strategy use in second language reading and testing. The Modern Language Journal, 75(4), 460-472. https://doi.org/10.2307/329495
Anderson, N. J., Bachman, L. F., Perkins, K., & Cohen, A. (1991). An exploratory study into the construct validity of a reading comprehension test: triangulation of data sources. Language Testing, 8(1), 41-66. https://doi.org/10.1177/026553229100800104
Anderson, N. J. (2008). Practical English language teaching: Reading. McGraw Hill.
Anderson, N. J. (2009). ACTIVE reading: The research base for a pedagogical approach in the reading classroom. In Z. H. Han & N. J. Anderson (Eds.), Second language reading research and instruction: Crossing the boundaries (pp. 117-143). University of Michigan Press.
Anderson R. C., & Pearson P. D. (1984). A schema-theoretic view of basic processes in reading comprehension. In P. D. Pearson, R. Barr, M. L. Kamil, & P. Mosenthal (Eds.), The handbook of reading research (pp. 255–292). Longman.
Bachman, L. F. (2000). Modern language testing at the turn of the century: Assuring that what we count counts. Language testing, 17(1), 1-42. https://doi.org/10.1177/026553220001700101
Bachman, L. F., & Palmer, A. S. (1996). Language testing in practice: Designing and developing useful language tests. Oxford University Press.
Bachman, L. F., & Palmer, A. S. (2010). Language Assessment in Practice: Developing language assessment and justifying their use in the real world. Oxford University Press.
Bentler, P. M. (2006). EQS structural equation program manual. Multivariate Software.
Cai, Y., & Zhao, C. (2023). Metacognitive strategies and self-efficacy co-shape L2 achievement: A multilevelstructural equation modeling approach. System, 117, 1-11. https://doi.org/10.1016/j.system.2023.103099
Cai, Y., King, R., & McInerney, D. M. (2022). The concurrent trajectories of utility value, metacognitive strategy use, and English achievement: A multivariate growth modeling analysis. The Journal of Experimental Education, 91(3), 472-493. https://doi.org/10.1080/00220973.2022.2053496
Chomsky, N. (1965). Aspects of the theory of syntax. MIT Press.
Cohen, A. D., & Upton, T. A. (2006). Strategies in responding to the new TOEFL reading tasks. ETS Research Report Series, 2006(1), i-162. https://doi.org/10.1002/j.2333-8504.2006.tb02012.x
Dörnyei, Z. (2007). Research Methods in Applied Linguistics: Quantitative, qualitative, and mixed methodologies. Oxford University Press.
Grabe, W. (2009). Reading in a second language: Moving from theory to practice. Cambridge University Press.
Grabe, W., & Stoller, F. L. (2020). Teaching and Researching Reading (3rd ed.). Routledge.
Hair, J., Risher, J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2-24. https://doi.org/10.1108/EBR-11-2018-0203
Kitichaidateanan, P., & Sukying, A. (2025). Decoding success: Investigating the impact of trait and state strategies on reading test performance among Thai high school learners. World Journal of English Language, 15(1), 88-100. https://doi.org/10.5430/wjel.v15n1p88
Koda, K. (2005). Insights into second language reading: A cross-linguistic approach. Cambridge University Press.
Lin, L., Lam, J. W.-I., & Tse, S. K. (2019). Test takers’ strategy use and L2 Chinese reading test performance in mainland China: A structural equation approach. Studies in Educational Evaluation, 60, 189-198. https://doi.org/10.1016/j.stueduc.2019.01.002
Macaro, E. (2006). Strategies for language learning and for language use: Revising the theoretical framework. Modern Language Journal, 90(3), 320-337. https://doi.org/10.1111/j.1540-4781.2006.00425.x
McNamara, T. (1996). Measuring second language performance. Longman.
Ministry of Education of Thailand. (2008). Revised indicators and learning standards for foreign languages in the Basic Education Core Curriculum B.E. 2551. Retrieved January 9, 2025, from http://www.act.ac.th/document/1741.pdf
Mokhtari, K., & Reichard, C. (2002). Assessing students’ metacognitive awareness of reading strategies. Journal of Educational Psychology, 94(2), 249-259. https://doi.org/10.1037/0022-0663.94.2.249
Noipa, J., & Phusawisot, P. (2025). The effects of metacognitive reading strategy instruction on Thai EFL engineering students: Metacognitive strategy use and students’ attitudes. World Journal of English Language, 15(2), 263-273. https://doi.org/10.5430/wjel.v15n2p263
O'Malley, J. M., & Chamot, A. U. (1990). Learning strategies in second language acquisition. Cambridge University Press.
Oxford, R. L. (2011). Strategies for learning a second or foreign language. Language Teaching, 44(2), 167-180. https://doi.org/10.1017/S0261444810000492
Oxford, R. L. (2017). Teaching and researching language learning strategies: Self-regulation in context (2nd ed.). Routledge.
Phakiti, A. (2003). A closer look at the relationship of cognitive and metacognitive strategy use to EFL reading achievement test performance. Language testing, 20(1), 26-56. https://doi.org/10.1191/0265532203lt243oa
Phakiti, A. (2006). Modeling cognitive and metacognitive strategies and their relationships to EFL reading test performance. Melbourne Papers in Language Testing, 1, 53-96. https://doi.org/10.3316/aeipt.165763
Phakiti, A. (2007). Strategic competence and EFL reading test performance. Peter Lang.
Phakiti, A. (2008). Construct validation of Bachman and Palmer’s (1996) strategic competence model over time in EFL reading tests. Language testing, 25(2), 237-272. https://doi.org/10.1177/0265532207086783
Phakiti, A. (2016). Test takers’ performance appraisals, appraisal calibration, and cognitive and metacognitive strategy use. Language Assessment Quarterly, 13(2), 75-108. https://doi.org/10.1080/15434303.2016.1154555
Purpura, J. E. (1997). An analysis of the relationships between test takers' cognitive and metacognitive strategy use and second language test performance. Language Learning, 47(2), 289-325. https://doi.org/10.1111/0023-8333.91997009
Purpura, J. E. (1999). Learner strategy use and performance on language tests: A structural equation modeling approach. Cambridge University Press.
Purpura, J. E. (2014). Cognition and language assessment. In A. J. Kunnan (Ed.), The companion to language assessment (pp. 1452-1476). Wiley-Blackwell.
Sari, M. I. (2016). Cognitive and metacognitive reading strategy use and reading comprehension performance of Indonesian EFL pre-service teachers. Journal of Foreign Language Teaching and Learning, 1(2), 46-61. https://doi.org/10.18196/ftl.1213
Sekaran, U., & Bougie, R. (2016). Research methods for business: A skill building approach. John Wiley & Sons.
Sheorey, R., & Mokhtari, K. (2001). Differences in the metacognitive awareness of reading strategies among native and non-native readers. System, 29, 431-449. https://doi.org/10.1016/S0346-251X(01)00039-2
Song, X. (2005). Language learner strategy use and English proficiency on the Michigan English Language Assessment Battery. Spaan Fellow Working Papers in Second on Foreign Language Assessment, 3, 1-26.
Song, X., & Cheng, L. (2006). Language learner strategy use and test performance of Chinese learners of English. Language Assessment Quarterly, 3(3), 243-266. https://doi.org/10.1207/s15434311laq0303_2
Sukying, A. (2021). Choices of language learning strategies and English proficiency of EFL university learners. LEARN Journal: Language Education and Acquisition Research Network, 14(2), 59-87. Retrieved March 23, 2025, from https://so04.tci-thaijo.org/index.php/LEARN/article/view/253261
Wenden, A. L. (1991). Learner strategies for learner autonomy. Prentice-Hall.
Zhang, L. (2018). Metacognitive and cognitive strategy use in reading comprehension: A Structural Equation Modelling Approach. Springer. https://doi.org/10.1007/978-981-10-6325-1
Zhang, L., Goh, C. M., & Kunnan, A. J. (2014). Analysis of test takers’ metacognitive and cognitive strategy use and EFL reading test performance: A multi-sample SEM approach. Language Assessment Quarterly, 11(1), 76-102. https://doi.org/10.1080/15434303.2013.853770
Zhang, X., & Guo, L. (2020). Cognitive and Metacognitive Reading Strategies Training in EFL Reading. In International Conference on Education, Economics and Information Management (ICEEIM 2019) (pp. 110-114). https://doi.org/10.2991/assehr.k.200401.028