Neurocognitive training versus conventional drills for reactive agility in tennis players

Abstract

Traditional agility training in tennis primarily emphasizes pre-planned movement patterns and may not adequately address the perceptual-cognitive demands required during competitive play. Neurocognitive training has emerged as a promising approach that integrates cognitive processing, visual perception, decision-making, and motor execution simultaneously. Therefore, this study aimed to compare the effects of neurocognitive training and conventional agility drills on reactive agility and match performance in competitive tennis players. This study employed a randomized controlled experimental design involving 30 competitive tennis players aged 18–24 years. Participants were randomly assigned to either the Neurocognitive Training Group (NTG; n = 15) or the Conventional Drill Group (CDG; n = 15). Both groups completed an 8-week intervention program conducted three times weekly. Reactive agility, reaction time, decision-making accuracy, and tennis match-performance indicators were assessed before and after the intervention using stimulus-based agility testing, computerized cognitive assessments, and standardized match analysis. Data were analyzed using repeated-measures ANOVA with a significance level of p < 0.05. The results demonstrated significant improvements in both groups; however, the NTG showed greater enhancement across all variables. Reactive agility improved by 13.52% in the NTG compared with 6.45% in the CDG (p < 0.001). Decision-making accuracy increased from 74.18% to 86.53% in the NTG, while the CDG improved from 75.01% to 79.42%. Additionally, rally success percentage increased significantly in the NTG (51.27% to 63.82%) compared with the CDG (50.94% to 56.17%). In conclusion, neurocognitive training was more effective than conventional drills in improving reactive agility, cognitive responsiveness, and match performance in tennis players.

Keywords
  • Neurocognitive training
  • Reactive agility
  • Decision-making
  • Cognitive-motor training
  • Racket sports
References
  1. Ben Ezzdine, L., Dhahbi, W., Dergaa, I., Ceylan, H. İ., Guelmami, N., Ben Saad, H., Chamari, K., Stefanica, V., & El Omri, A. (2025). Physical activity and neuroplasticity in neurodegenerative disorders: a comprehensive review of exercise interventions, cognitive training, and AI applications. Frontiers in Neuroscience, 19, 1502417. https://doi.org/10.3389/fnins.2025.1502417
  2. Büchel, D., Gokeler, A., Heuvelmans, P., & Baumeister, J. (2022). Increased Cognitive Demands Affect Agility Performance in Female Athletes - Implications for Testing and Training of Agility in Team Ball Sports. Perceptual and Motor Skills, 129(4), 1074–1088. https://doi.org/10.1177/00315125221108698
  3. Buszard, T. (2022). On Learning to Anticipate in Youth Sport. Sports Medicine (Auckland, N.Z.), 52(10), 2303–2314. https://doi.org/10.1007/s40279-022-01694-z
  4. Horička, P., & Hianik, J. (2016). Differences in pre-planned agility and reactive agility performance in sport games. Acta Gymnica, 46, 68–73. https://doi.org/10.5507/ag.2016.006
  5. Huang, Y.-L., Jung, J., Mulligan, C. M. S., Oh, J., & Norcross, M. F. (2020). A Majority of Anterior Cruciate Ligament Injuries Can Be Prevented by Injury Prevention Programs: A Systematic Review of Randomized Controlled Trials and Cluster-Randomized Controlled Trials With Meta-analysis. The American Journal of Sports Medicine, 48(6), 1505–1515. https://doi.org/10.1177/0363546519870175
  6. Icemet, T., & Zhang, Z. (2026). 2025 International Conference on Economics , Management and Education Improvement Effect of Repeated Sprint and Cognitive Combined Training on Tennis Players ’ Performance and High Pressure Decision Making. Icemet 2025.
  7. Jiang, Y., Wu, Y., Zou, F., & Li, W. (2025). Impact of open and closed-skill sports on inhibitory control: evidence from event related potentials. International Journal of Sport and Exercise Psychology, 24, 1–20. https://doi.org/10.1080/1612197X.2025.2477162
  8. Keller, M., Schweizer, J., & Gerber, M. (2023). Pay attention! The influence of coach-, content-, and player-related factors on focus of attention statements during tennis training. European Journal of Sport Science, 23(6), 1001–1009. https://doi.org/10.1080/17461391.2022.2056082
  9. Komari, A., Ihsan, F., & Hidayat, R. A. (2026). Effects of high-intensity reactive agility training on on-court movement efficiency and match performance in competitive badminton players Анотація. Health, Sport, Rehabilitation. https://doi.org/https://doi.org/10.58962/HSR.1336
  10. Li, Q., Fu, Q., Li, L., & Wang, J. (2026). Cognitive-coordination training: impact on sport-specific physical fitness and technical skill of adolescent basketball athletes. Frontiers in Psychology, Volume 16-2025. https://doi.org/10.3389/fpsyg.2025.1669608
  11. Lucia, S., Bianco, V., & Di Russo, F. (2023). Specific effect of a cognitive-motor dual-task training on sport performance and brain processing associated with decision-making in semi-elite basketball players. Psychology of Sport and Exercise, 64, 102302. https://doi.org/10.1016/j.psychsport.2022.102302
  12. Lucia, S., Digno, M., Madinabeitia, I., & Di Russo, F. (2023). Testing a Multicomponent Training Designed to Improve Sprint, Agility and Decision-Making in Elite Basketball Players. Brain Sciences, 13(7). https://doi.org/10.3390/brainsci13070984
  13. Mackala, K., Vodičar, J., Žvan, M., Križaj, J., Stodolka, J., Rauter, S., Šimenko, J., & Čoh, M. (2020). Evaluation of the Pre-Planned and Non-Planed Agility Performance: Comparison between Individual and Team Sports. International Journal of Environmental Research and Public Health, 17(3). https://doi.org/10.3390/ijerph17030975
  14. Popowczak, M., Cichy, I., Rokita, A., & Domaradzki, J. (2021). The Relationship Between Reactive Agility and Change of Direction Speed in Professional Female Basketball and Handball Players. Frontiers in Psychology, 12, 708771. https://doi.org/10.3389/fpsyg.2021.708771
  15. Renshaw, I., Davids, K., Araujo, D., Lucas, A., Roberts, W., Newcombe, D., & Franks, B. (2019). Evaluating Weaknesses of “Perceptual-Cognitive Training” and “Brain Training” Methods in Sport: An Ecological Dynamics Critique. Frontiers in Psychology, 9. https://doi.org/10.3389/fpsyg.2018.02468
  16. Russo, G., Bigliassi, M., Ceciliani, A., & Tessari, A. (2022). Exploring the interplay between sport modality and cognitive function in open- and closed-skill athletes. Psychology of Sport and Exercise, 61, 102186. https://doi.org/https://doi.org/10.1016/j.psychsport.2022.102186
  17. Schumacher, N., Reer, R., & Braumann, K.-M. (2020). On-Field Perceptual-Cognitive Training Improves Peripheral Reaction in Soccer: A Controlled Trial. Frontiers in Psychology, Volume 11-2020. https://doi.org/10.3389/fpsyg.2020.01948
  18. Shih, C.-H., Broadnax, M., Eckner, J., Veliz, P., & Varangis, E. (2025). Cognitive Benefits of Open-Skill Sports in Childhood: Evidence from the ABCD Study. Medicine and Science in Sports and Exercise, 57(6), 1182–1188. https://doi.org/10.1249/MSS.0000000000003655
  19. Silva, A. F., Ramirez-Campillo, R., Sarmento, H., Afonso, J., & Clemente, F. M. (2021). Effects of Training Programs on Decision-Making in Youth Team Sports Players: A Systematic Review and Meta-Analysis. Frontiers in Psychology, 12(May). https://doi.org/10.3389/fpsyg.2021.663867
  20. Starzak, M., Niźnikowski, T., Biegajło, M., Nogal, M., Arnista, W. Ł., Mastalerz, A., & Starzak, A. (2024). Attentional focus strategies in racket sports: A systematic review. PloS One, 19(1), e0285239. https://doi.org/10.1371/journal.pone.0285239
  21. Triggs, A. O., Causer, J., McRobert, A. P., & Andrew, M. (2025). Perceptual-cognitive skills and talent development environments in soccer: A scoping review. PloS One, 20(7), e0327721. https://doi.org/10.1371/journal.pone.0327721
  22. Ünver, Ş., İslamoğlu, İ., Atan, T., Yılmaz, M., Arslan, H., Kaplan, A., & Şimşek, E. (2023). Does Tennis Training Improve Attention? New Approach. Children, 10(4). https://doi.org/10.3390/children10040728
  23. Walker, J. M., Brunst, C. L., Chaput, M., Wohl, T. R., & Grooms, D. R. (2021). Integrating neurocognitive challenges into injury prevention training: A clinical commentary. Physical Therapy in Sport : Official Journal of the Association of Chartered Physiotherapists in Sports Medicine, 51, 8–16. https://doi.org/10.1016/j.ptsp.2021.05.005
  24. Wang, X., Ren, P., Miao, X., & Chi, L. (2025). Multisensory training enhances anticipation skills in badminton novices. Scientific Reports, 15(1), 9862. https://doi.org/10.1038/s41598-025-93475-7
  25. Wu, K.-C., Lin, H.-C., Cheng, Z.-Y., Chang, C.-H., Chang, J.-N., Tai, H.-L., & Liu, S.-I. (2025). The Effect of Perceptual-Cognitive Skills in College Elite Athletes: An Analysis of Differences Across Competitive Levels. Sports, 13(5). https://doi.org/10.3390/sports13050141
  26. Xiao, W., Bai, X., Soh, K. G., & Zhang, Y. (2024). Effects of functional training on tennis-specific physical fitness and functional movement screen in junior tennis players. PloS One, 19(9), e0310620. https://doi.org/10.1371/journal.pone.0310620
  27. Xiao, W., Bu, T., Zhao, F., Zhang, J., Bai, X., & Geok, S. K. (2025). Effects of functional training on skill performance and movement quality among skilled youth male tennis players: A cluster randomized control trial. BMC Sports Science, Medicine & Rehabilitation, 17(1), 43. https://doi.org/10.1186/s13102-025-01085-7
  28. Yang, L.-K., Yang, Z., & Bird, G. (2026). Integrative psychological interventions for enhancing basketball performance: A focus on individual and team dynamics. Acta Psychologica, 265, 106652. https://doi.org/https://doi.org/10.1016/j.actpsy.2026.106652
  29. Yufei, C., & Ningning, W. (2026). The relationship between visual spatial working memory capacity of tennis players and visual information processing of offensive tactical decision-making. Frontiers in Psychology, Volume 17. https://doi.org/10.3389/fpsyg.2026.1562462
  30. Zhang, K., Chan, W. S., Lau, H. S., Huang, D., & Chow, D. H. (2025). The Crossover Effects of Visuomotor Task Complexity in Training Reactive Agility of Ball Sports Athletes. Journal of Human Kinetics, 100, 5–15. https://doi.org/10.5114/jhk/210502
  31. Zhang, K., Chan, W. S., Lau, H. S., Huang, D., & Kay Chow, D. H. (2026). The Crossover Effects of Visuomotor Task Complexity in Training Reactive Agility of Ball Sports Athletes. Journal of Human Kinetics, 100, 5–15. https://doi.org/10.5114/jhk/210502
  32. Zhu, R., Zheng, M., Liu, S., Guo, J., & Cao, C. (2024). Effects of Perceptual-Cognitive Training on Anticipation and Decision-Making Skills in Team Sports: A Systematic Review and Meta-Analysis. Behavioral Sciences, 14, 919. https://doi.org/10.3390/bs14100919
  33. Zwierko, M., Jedziniak, W., Popowczak, M., & Rokita, A. (2023). Effects of in-situ stroboscopic training on visual, visuomotor and reactive agility in youth volleyball players. PeerJ, 11, e15213. https://doi.org/10.7717/peerj.15213