Evaluating the psychometric properties of the Working Memory Questionnaire (WMQ) in Malaysian tertiary-level chess players

Authors

DOI:

https://doi.org/10.33736/jcshd.8886.2025

Keywords:

working memory, chess players, tertiary education, confirmatory factor analysis

Abstract

Playing chess has been shown to significantly enhance working memory performance. The original Working Memory Questionnaire (WMQ) is a reliable tool for assessing working memory in both healthy and unhealthy individuals, as validated in the context of France. However, the WMQ has not yet been validated for use with tertiary-level chess players in Malaysia, raising concerns about its reliability and applicability in this context. This study aimed to evaluate the reliability and factor structure of the WMQ among Malaysian tertiary-level chess players. A total of 357 participants completed the 30-item of WMQ and demographics information. Cronbach’s Alpha was used to assess the reliability of the scale, while Confirmatory Factor Analysis (CFA) was conducted to examine the validity and factor structure of the WMQ. The results showed a high Cronbach’s Alpha of .971, indicating strong internal consistency. Additionally, CFA suggested that all items were well-correlated. To improve model fit, CFA recommended the removal of one redundant item with low factor loadings. Overall, the findings of this study demonstrate that the WMQ is both reliable and valid for evaluating working memory in tertiary-level chess players in Malaysia.

References

Atashafrouz, A. (2019). The effectiveness of chess on problem-solving, working memory, and concentration of male high school students. Iranian Evolutionary Educational Psychology Journal, 1(4), 249–258. https://doi.org/10.29252/ieepj.1.4.2

Baddeley, A. (2012). Working memory: Theories, models, and controversies. Annual Review of Psychology, 63, 1–29. https://doi.org/10.1146/annurev-psych-120710-100422

Baddeley, A., Hitch, G., & Allen, R. (2020). A multicomponent model of working memory. In R. Logie & V. Camos (Eds.), Working memory: The state of the science (pp. 10–43). Oxford University Press. https://doi.org/10.1093/oso/9780198842286.003.0002

Baddeley, A. D., & Hitch, G. (1974). Working memory. In G. A. Bower (Eds.), The psychology of learning and motivation: Advances in research and theory (vol. 8, pp. 47–89). Academic Press. https://doi.org/10.1016/S0079-7421(08)60452-1

Barrouillet, P., & Camos, V. (2020). The time-based resource-sharing model of working memory. In N. Osaka, R. H. Logie, & M. D’Esposito (Eds.), The cognitive neuroscience of working memory (pp. 85–115). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780198570394.003.0004

Bolton, S., & Robinson, O. J. (2017). The impact of threat of shock-induced anxiety on memory encoding and retrieval. Learning & Memory, 24(10), 532–542. https://doi.org/10.1101/lm.045187.117

Burgoyne, A. P., Sala, G., Gobet, F., Macnamara, B. N., Campitelli, G., & Hambrick, D. Z. (2016). The relationship between cognitive ability and chess skill: A comprehensive meta-analysis. Intelligence, 59, 72–83. https://doi.org/10.1016/j.intell.2016.08.002

Cibeira, N., Lorenzo-López, L., Maseda, A., Blanco-Fandiño, J., López-López, R., & Millán-Calenti, J. C. (2021). Effectiveness of a chess-training program for improving cognition, mood, and quality of life in older adults: A pilot study. Geriatric Nursing, 42(4), 894–900. https://doi.org/10.1016/j.gerinurse.2021.04.026

Cowan, N. (1988). Evolving conceptions of memory storage, selective attention, and their mutual constraints within the human information processing system. Psychological Bulletin, 104, 163–191.

Cowan, N. (2017). The many faces of working memory and short-term storage. Psychonomic Bulletin & Review, 24, 1158–1170. https://doi.org/10.3758/s13423-016-1191-6

Engle, R. W. (2002). Working memory capacity as executive attention. Current Directions in Psychological Science, 11(1), 19–23. https://doi.org/10.1111/1467-8721.00160

Ercan, S. (2020). Do pre-and post-game anxiety levels and visual memory change for chess players?. Journal of Physical Education and Human Movement, 2(1), 1–8. https://doi.org/10.24310/JPEHMjpehm.v2i1.6625

Fuentes-García, J. P., Villafaina, S., Collado-Mateo, D., Cano-Plasencia, R., & Gusi, N. (2020). Chess players increase the theta power spectrum when the difficulty of the opponent increases: An EEG study. International Journal of Environmental Research and Public Health, 17(1), 46. https://doi.org/10.3390/ijerph17010046

Gobet, F., & Charness, N. (2018). Expertise in chess. In K. A. Ericsson, R. R. Hoffman, A. Kozbelt, & A. M. Williams (Eds.), The Cambridge handbook of expertise and expert performance (pp. 597–615). Cambridge University Press. https://doi.org/10.1017/9781316480748.031

Guariglia, P., Giaimo, F., Palmiero, M., & Piccardi, L. (2019). Normative data and validation of the Italian translation of the Working Memory Questionnaire (WMQ). Applied Neuropsychology Adult, 27(4), 376–389. https://doi.org/10.1080/23279095.2018.1552147

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis with reading (7th ed.). Prentice Hall.

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage Learning.

Jankovic, A., & Novak, I. (2019). Chess as a powerful educational tool for successful people. In D. Tipurić & D. Hruška (Ed.), Proceedings of the 7th International OFEL Conference on Governance, Management, and Entrepreneurship: Embracing Diversity in Organisations (pp. 425–441). Governance Research and Development Centre (CIRU). http://hdl.handle.net/10419/196101

Kline, R. B. (2015). Principles and practice of structural equation modeling (4th ed.). Guilford Press.

Krejcie, R. V., & Morgan, D. W. (1970). Determining sample size for research activities. Educational and Psychological Measurement, 30(3), 607–610. https://doi.org/10.1177/001316447003000308

Lastima, D. G., & Gayoles, L. A. M. (2020). Effects of chess training on the psychological well-being of children in conflict with the law. Philippine Social Science Journal, 3(2), 137–138. https://doi.org/10.52006/main.v3i2.141

Leskowitz, E. (2021). Altered states of consciousness: Chess in the zone. Explore, 8(4), 395–398. https://doi.org/10.1016/j.explore.2021.05.008

MacCallum, R. C., Widaman, K. F., Zhang, S., & Hong, S. (1999). Sample size in factor analysis. Psychological Methods, 4(1), 84–99. https://doi.org/10.1037/1082-989x.4.1.84

Mikhaylova, I. V., Medvedev, I. N., Makurina, O. N., Bakulina, E. D., Ereshko, N. Y., & Eremin, M. V. (2021a). The effect of playing chess on an aging or pathological organism. Journal of Biochemical Technology, 12(3), 47–52. https://doi.org/10.51847/CwcjG5IstX

Mikhaylova, I. V., Zavalishina, S. Y., Vladimirovna, Y., Zbrueva, E. D. B., Rysakova, O. G., & Viktorovich, M. (2021b). Dynamics of general functional characteristics of an individual in the process of chess training. Journal of Biochemical Technology, 12(4), 61–66. https://doi.org/10.51847/a7DmaeQ9UD

Premeti, A., Lekka, E., & Pilafas, G. (2024). Exploring working memory deficits in academic learning: Strategies for identification and intervention. Galore International Journal of Health Sciences and Research, 9(2), 21–29. https://doi.org/10.52403/gijhsr.20240203

Ribeiro, B., & Cascais, M. J. (2024). The world anti-doping code – prohibited list 2024. Revista De Medicina Desportiva Informa, 15(1), 28–31. https://doi.org/10.23911/spmd_2024_jan

Sosa, J. J. C., & Aguilar, F. K. M. (2021). Chess, visual memory and geometric transformations. Journal of Research and Advances in Mathematics Education, 6(4), 299–315. https://doi.org/10.23917/jramathedu.v6i4.14269

Spencer, J. P. (2020). The development of working memory. Current Directions in Psychological Science, 29(6), 545–553. https://doi.org/10.1177/0963721420959835

Surana, T. (2021). The Ebbs and" Flow" of chess amid pandemic: A psychological take. Liberal Studies, 6(1), 25.

Vallat-Azouvi, C., Pradat-Diehl, P., & Azouvi, P. (2012). The Working Memory Questionnaire: A scale to assess everyday life problems related to deficits of working memory in brain injured patients. Neuropsychological Rehabilitation, 22(4), 634–649. http://dx.doi.org/10.1080/09602011.2012.681110

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Published

2025-03-31

How to Cite

Ng, T. S., Ramlee, F., Che Rozubi, N., & Mustafar, F. (2025). Evaluating the psychometric properties of the Working Memory Questionnaire (WMQ) in Malaysian tertiary-level chess players. Journal of Cognitive Sciences and Human Development, 11(1), 35–52. https://doi.org/10.33736/jcshd.8886.2025