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International Journal of Academic Research in Economics and Management Sciences

Open Access Journal

ISSN: 2226-3624

Tactical Cognitive Readiness of Military Personnel: The Effect of Transfer of Training

Hasmady Alim, Amelia Yuliana Abd Wahab, Ananthan Subramaniam, Norazman Mohamad Nor

http://dx.doi.org/10.6007/IJAREMS/v14-i1/24646

Open access

Cognitive Readiness (CR) is a critical competency for military personnel, enabling them to respond effectively to complex and unpredictable operational environments. This quantitative study investigates the effect of training transfer on CR development, specifically examining how the Knowledge, Skills, and Abilities (KSA) acquired during military training are applied in real-world contexts among Malaysian Army (MA) personnel. CR encompasses the cognitive preparedness of military personnel, ensuring they possess the necessary KSA to perform effectively during military deployments. With the Malaysian Army in the early stages of its transformation plan for future forces, particularly in the development of Tactical Cognitive Readiness (TCR), this study offers crucial insights into how effective training transfer affects CR development. Through a structured survey and rigorous statistical analysis, the study evaluates the relationship between training transfer and CR. The results reveal a significant effect of training transfer on CR, as evidenced by a path coefficient (?=0.669) and a robust effect size (f²=0.808). These findings provide actionable insights for optimizing military training programs, emphasizing the importance of effective training transfer in enhancing personnel readiness for the increasingly complex demands of modern military operations.

Alim, H., Wahab, A. Y. A., Subramaniam, A., & Nor, N. M. (2024). The concept of cognitive readiness: potential solution and opportunity for the Malaysian army. Cognitive Processing, 1-12.
Baldwin, T. T., & Ford, J. K. (1988). Transfer of training: A review and directions for future research. Personnel psychology, 41(1), 63-105.
Blacker, K. J., Hamilton, J., Roush, G., Pettijohn, K. A., & Biggs, A. T. (2019). Cognitive training for military application: a review of the literature and practical guide. Journal of cognitive enhancement, 3, 30-51.
Boldovici, J. A. (1987). Measuring transfer in military settings. In Transfer of learning (239- 260). Academic Press.
Bolstad, C. A., Cuevas, H. M., Costello, A. M., & Babbitt, B. (2008). Predicting cognitive readiness of deploying military medical teams. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 52(14), 970-974.
Brunyé, T. T., Brou, R., Doty, T. J., Gregory, F. D., Hussey, E. K., Lieberman, H. R., ... & Yu, A. B. (2020). A review of US Army research contributing to cognitive enhancement in military contexts. Journal of Cognitive Enhancement, 4, 453-468.
Bruzzone, A. G., & Massei, M. (2017). Simulation-based military training. Guide to Simulation-Based Disciplines: Advancing Our Computational Future, 315-361.
Chipman, S. F., Schraagen, J. M., & Shalin, V. L. (2000). Introduction to cognitive task analysis. In Cognitive task analysis (pp. 3-23). Psychology Press.
Cosenzo, K. A., Fatkin, L. T., & Patton, D. J. (2007). Ready or not: enhancing operational effectiveness through use of readiness measures. Aviation, space, and environmental medicine, 78(5), B96-B106.
Crameri, L., Hettiarachchi, I., & Hanoun, S. (2021). A review of individual operational cognitive readiness: theory development and future directions. Human factors, 63(1), 66-87.
Endsley, M. R. (2015). Situation awareness misconceptions and misunderstandings. Journal of cognitive Engineering and Decision making, 9(1), 4-32.
Endsley, M. R. (1995). Measurement of situation awareness in dynamic systems. Human factors, 37(1), 65-84.
Etter, D. M. (2002). Cognitive readiness: An important research focus for national security. Converging technologies for improving human performance: Nanotechnology, biotechnology, information technology and cognitive science, 330- 336.
Fautua, D. T., & Schatz, S. (2012). Cognitive readiness and the challenge of institutionalizing the “new” versus “news”. Journal of Cognitive Engineering and Decision Making, 6(3), 276-298.
Fiore, S. M., Ross, K. G., & Jentsch, F. (2012). A team cognitive readiness framework for small-unit training. Journal of Cognitive Engineering and Decision Making, 6(3), 325- 349.
Fletcher, J. D., & Wind, A. P. (2013). The evolving definition of cognitive readiness for military operations. In Teaching and measuring cognitive readiness (pp. 25-52).
Flood, A., & Keegan, R. J. (2022). Cognitive resilience to psychological stress in military personnel. Frontiers in psychology, 13, 809003.
Gagne, R. M. (1962). Military training and principles of learning. American psychologist, 17(2), 83.
Garavan, T., McCarthy, A., Lai, Y., Murphy, K., Sheehan, M., & Carbery, R. (2021). Training and organisational performance: A meta?analysis of temporal, institutional and organisational context moderators. Human Resource Management Journal, 31(1), 93- 119.
Gegenfurtner, A., Knogler, M., & Schwab, S. (2020). Transfer interest: Measuring interest in training content and interest in training transfer. Human Resource Development International, 23(2), 146-167.
Grier, R. A. (2012). Military cognitive readiness at the operational and strategic levels: A theoretical model for measurement development. Journal of Cognitive Engineering and Decision Making, 6(4), 358-392.
Grier, R. A. (2011). Cognitive readiness at the tactical level: A review of measures. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 55(1), 404-408.
Hair, J. F., Matthews, L. M., Matthews, R. L., & Sarstedt, M. (2017). PLS-SEM or CB-SEM: Updated guidelines on which method to use. International Journal of Multivariate Data Analysis, 1(2), 107-123.
Hair, J. F., Risher, J. 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.
Halff, H. M., Hollan, J. D., & Hutchins, E. L. (1986). Cognitive science and military training. American Psychologist, 41(10), 1131.
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, 115-135.
Herrera, G. J. (2020). The fundamentals of military readiness.
Hughes, A. M., Zajac, S., Woods, A. L., & Salas, E. (2020). The role of work environment in training sustainment: A meta-analysis. Human factors, 62(1), 166-183.
Jensen, A. E., Bernards, J. R., Jameson, J. T., Johnson, D. C., & Kelly, K. R. (2020). The benefit of mental skills training on performance and stress response in military personnel. Frontiers in Psychology, 10, 2964.
Jha, A. P., Morrison, A. B., Dainer-Best, J., Parker, S., Rostrup, N., & Stanley, E. A. (2015). Minds “at attention”: Mindfulness training curbs attentional lapses in military cohorts. PloS one, 10(2), e0116889.
Kaplan, A. D., Cruit, J., Endsley, M., Beers, S. M., Sawyer, B. D., & Hancock, P. A. (2021). The effects of virtual reality, augmented reality, and mixed reality as training enhancement methods: A meta-analysis. Human factors, 63(4), 706-726.
Keegan, R. J., Flood, A., Niyonsenga, T., Welvaert, M., Rattray, B., Sarkar, M., ... & Crone, D. (2021). Development and initial validation of an acute readiness monitoring scale in military personnel. Frontiers in Psychology, 12, 738609.
Kluge, A., & Burkolter, D. (2013). Enhancing research on training for cognitive readiness: Research issues and experimental designs. Journal of cognitive engineering and decision making, 7(1), 96-118.
Martin, K., Flood, A., Pyne, D. B., Périard, J. D., Keegan, R., & Rattray, B. (2024). The impact of cognitive, physical, and psychological stressors on subsequent cognitive performance. Human Factors, 66(1), 71-87.
Martin, K., Périard, J., Rattray, B., & Pyne, D. B. (2020). Physiological factors which influence cognitive performance in military personnel. Human factors, 62(1), 93-123.
McConnell, R., & Benveniste, M. (2024). Narrative creativity training: A case study from the US army. Narrative, 32(3), 260-278.
McInerney, S. A., Waldrep, E., & Benight, C. C. (2024). Resilience enhancing programs in the US military: An exploration of theory and applied practice. Military Psychology, 36(3), 241-252.
Milshtein, D., Henik, A., Ben-Zedeff, E. H., & Milstein, U. (2024). Mind on the battlefield: what can cognitive science add to the military lessons-learned process?. Defence Studies, 24(2), 277-298.
Peña, J., & Brody, N. (2016). Increasing cognitive readiness through computer and videogame–based training. Communication Research, 43(4), 571-592.
Preddy, J. E., Stefaniak, J. E., & Katsioloudis, P. (2020). The convergence of psychological conditioning and cognitive readiness to inform training strategies addressing violent police–public encounters. Performance Improvement Quarterly, 32(4), 369-400.
Prykhodko, I., Lyman, A., Matsehora, Y., Yurieva, N., Balabanova, L., Hunbin, K., ... & Morkvin, D. (2021). The psychological readiness model of military personnel to take risks during a combat deployment. BRAIN. Broad Research in Artificial Intelligence and Neuroscience, 12(3), 64-78.
Raffensperger, J. F., & Schrage, L. E. (1997). A new paradigm for measuring military readiness. Military Operations Research, 21-34.
Salas, E. E., & Fiore, S. M. (2004). Team cognition: Understanding the factors that drive process and performance. American Psychological Association.
Saul, K. M., Young, M. D., Siddiqi, J. M., & Hirsch, D. A. (2024). Developing a mental toughness program for basic military training. Military Psychology, 36(2), 203-213.
Schraagen, J. M. (1993). How experts solve a novel problem in experimental design. Cognitive science, 17(2), 285-309.
Scott, J. M., & Deuster, P. A. (2024). Role of nutrition in human performance in military populations. BMJ Mil Health, 170(5), 415-419.
Simpson, H., & Oser, R. L. (2003). Evaluating large-scale training simulations. Military Psychology, 15, 25-40.
Tait, J. L., Aisbett, B., Corrigan, S. L., Drain, J. R., & Main, L. C. (2024). Recovery of cognitive performance following multi-stressor military training. Human Factors, 66(2), 389- 403.
Taylor, P., Walker, F. R., Heathcote, A., & Aidman, E. (2023). Effects of Multimodal Physical and Cognitive Fitness Training on Sustaining Mental Health and Job Readiness in a Military Cohort. Sustainability, 15(11), 9016.
Tyler, J. A., Clive, K. S., White, C. E., Beekley, A. C., & Blackbourne, L. H. (2010). Current US military operations and implications for military surgical training. Journal of the American College of Surgeons, 211(5), 658-662.
Thompson, M. M., & McCreary, D. R. (2006). Enhancing mental readiness in military personnel. Military life: The psychology of serving in peace and combat, 2, 54-79.
Vaara, J. P., Groeller, H., Drain, J., Kyröläinen, H., Pihlainen, K., Ojanen, T., ... & Nindl, B. C. (2022). Physical training considerations for optimizing performance in essential military tasks. EUROPEAN Journal of sport science, 22(1), 43-57.
Vine, C. A., Myers, S. D., Coakley, S. L., Blacker, S. D., & Runswick, O. R. (2021). Transferability of military-specific cognitive research to military training and operations. Frontiers in psychology, 12, 604803.
Vrijkotte, S., Roelands, B., Meeusen, R., & Pattyn, N. (2016). Sustained military operations and cognitive performance. Aerospace medicine and human performance, 87(8), 718- 727.
Yang, Z., Yu, W., Liang, P., Guo, H., Xia, L., Zhang, F., ... & Ma, J. (2019). Deep transfer learning for military object recognition under small training set condition. Neural Computing and Applications, 31, 6469-6478.

Alim, H., Wahab, A. Y. A., Subramaniam, A., & Nor, N. M. (2025). Tactical Cognitive Readiness of Military Personnel: The Effect of Transfer of Training. International Journal of Academic Research in Economics and Management Sciences, 14(1), 263–288.