Effects of real-time EEG neurofeedback training on cognitive, mental, and motor performance in elite athletes: a systematic review and meta-analysis

1 Cheng, M., Huang, C.-J., Chang, Y.-K., Koester, D., Schack, T., & Hung, T. (2015). Sensorimotor rhythm neurofeedback enhances golf putting performance. Journal of Sport & Exercise Psychology, 37(6), 626–636. https://doi.org/10.1123/jsep.2015-0166 Search in Google Scholar

2 Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates. https://doi.org/10.4324/9780203771587 Search in Google Scholar

3 Da Silva, J.C., & De Souza, M.L. Neurofeedback training for cognitive performance improvement in healthy subjects: A systematic review. Psychology & Neuroscience, 14(3), 262–279. https://doi.org/10.1037/pne0000261 Search in Google Scholar

4 Diotaiuti, P., Corrado, S., Tosti, B., Spica, G., Di Libero, T., D’Oliveira, A., Zanon, A., Rodio, A., Andrade, A., & Mancone, S. (2024). Evaluating the effectiveness of neurofeedback in chronic pain management: a narrative review. Frontiers in Psychology, 15, 1369487. https://doi.org/10.3389/fpsyg.2024.1369487 Search in Google Scholar

5 Diotaiuti, P., Valente, G., Corrado, S., Tosti, B., Carissimo, C., Di Libero, T., Cerro, G., Rodio, A., & Mancone, S. (2024). Enhancing working memory and reducing anxiety in university students: A neurofeed-back approach. Brain Sciences, 14(6), 578. https://doi.org/10.3390/brainsci14060578 Search in Google Scholar

6 Escolano, C., Navarro-Gil, M., Garcia-Campayo, J., Congedo, M., & Minguez, J. (2014). The effects of individual upper alpha neurofeedback in ADHD: An open-label pilot study. Applied Psychophysiology and Biofeedback, 39(3–4), 193–202. DOI: 10.1007/s10484-014-9258-5 Search in Google Scholar

7 Faridnia, M., Shojaei, M., & Rahimi, A. (2012). The effect of neurofeedback training on the anxiety of elite female swimmers. Annals of Biological Research, 3(2), 1020–1028. Search in Google Scholar

8 Gołaś, M., Nitychoruk, M., Żak, M., Kowalczyk, M., Ignatjeva, A., & Maszczyk, A. (2020). Optimizing visual processing efficiency using neurofeedback training in judo athletes. Archives of Budo Science of Martial Arts and Extreme Sports, 15, 105–112. Search in Google Scholar

9 Gołaś, A., Pietraszewski, P., Roczniok, R., Królikowska, P., Ornowski, K., Jabłoński, T., Kuliś, S., & Zając, A. (2024). Neuromuscular Control during the Bench Press Exercise Performed with Free Weights and Pneumatic Loading. Applied Sciences, 14(9), 3782. https://doi.org/10.3390/app14093782 Search in Google Scholar

10 Gong, A., Gu, F., Nan, W., Qu, Y.,Jiaang, Ch., Fu, Y. (2021). A Review of Neurofeedback Training for Improving Sport Performance From the Perspective of User Experience. Frontiers in Neuroscience, 15(21). https://doi.org/10.3389/fnins.2021.638369 Search in Google Scholar

11 Gruzelier, J. (2013). EEG-neurofeedback for optim-ising performance. I: A review of cognitive and affective outcome in healthy participants. Neuroscience-Biobehavioral-Reviews, 44. https://doi.org/10.1016/j.neubiorev.2013.09.015 Search in Google Scholar

12 Guzmán, A. L., Garzón, J. A., Sherlin, L., Olarte, J., & Pérez, J. (2018). Evaluación del impacto del entrenamiento de neurofeedback y del aprendizaje de estrategias de regulación de la ansiedad en el rendimiento de deportistas de perfeccionamiento en tiro con arco. Iatreia, 31(1-S), S60. https://doi.org/10.17533/udea.iatreia.330144 Search in Google Scholar

13 Hammond, D. C. (2007). Neurofeedback for the enhancement of athletic performance and physical balance. The Journal of the American Board of Sport Psychology, 1, 1–9. Search in Google Scholar

14 Kim, Y., & Chang, T.-S. (2020). A case study on the effect of imagery training for elite archers of South Korea. International Journal of Applied Sports Sciences, 32(2), 48–58. https://doi.org/10.24985/IJASS.2020.32.2.48 Search in Google Scholar

15 Krawczyk, M., Kowalczyk, M., Żak, M., Daros, K., & Gozdowski, P. (2019). Changes in brain wave activity induced by neurofeedback training in judo athletes. Gardens of Science and Arts, 9, 388–399. https://doi.org/10.15503/ONIS2019.388.399 Search in Google Scholar

16 Kuliś, S., & Gajewski, J. (2022). Kinematic evaluation of contrary body movement in sport ballroom dancing. Acta of Bioengineering and Biomechanics, 24(2). https://doi.org/10.37190/ABB-02047-2022-02 Search in Google Scholar

17 Landers, D., Petruzzello, S., Salazar, W., Crews, D., Kubitz, K., Gannon, T., & Han, M. (1991). The influence of electrocortical biofeedback on performance in pre-elite archers. Medicine & Science in Sports & Exercise, 23(1), 123–129. https://doi.org/10.1249/00005768-199101000-00018 Search in Google Scholar

18 Liu, Y., Subramaniam, S. C. H., Sourina, O., Shah, E., Chua, J., & Ivanov, K. (2017). Neurofeedback training for rifle shooters to improve cognitive ability. In 2017 International Conference on Cyberworlds (CW) (pp. 186–189). IEEE. https://doi.org/10.1109/CW.2017.36 Search in Google Scholar

19 Lo, L. C., Hatfield, B. D., Janjigian, K., Wang, Y. S., Fong, D. Y., & Hung, T. M. (2024). The effect of left temporal EEG neurofeedback training on cerebral cortical activity and precision cognitive-motor performance. Research Quarterly for Exercise and Sport, 1–11. https://doi.org/10.1080/02701367.2024.2441149 Search in Google Scholar

20 Maszczyk, A., Gołaś, A., Pietraszewski, P., Kowalczyk, M., Cięszczyk, P., Kochanowicz, A., Smółka, W., & Zając, A. (2017). Neurofeedback for the enhancement of dynamic balance of judokas. Biology of Sport, 34(3), 255–261. https://doi.org/10.5114/biolsport.2018.71488 Search in Google Scholar

21 Maszczyk, P., Dobrakowski, P., Nitychoruk, M., Żak, M., Kowalczyk, M., & Toborek, M. (2020). The effect of neurofeedback training on the visual processing efficiency in judo athletes. Journal of Human Kinetics, 73(1), 155–164. https://doi.org/10.2478/hukin-2019-0097 Search in Google Scholar

22 Mikicin, M. (2016). State of mind as a subjective mental sensation results from objective brain activity following neurofeedback-EEG and relaxation trainings. Acta Neuropsychologica, 14(1), 17–33. https://doi.org/10.5604/17307503.1201711 Search in Google Scholar

23 Mikicin, M., Szczypińska, M., & Skwarek, K. (2018). Neurofeedback needs support! Effects of neurofeedback-EEG training in terms of the level of attention and arousal control in sports shooters. Baltic Journal of Health and Physical Activity, 10(3), 88–96. https://doi.org/10.29359/BJHPA.10.3.08 Search in Google Scholar

24 Prończuk, M., Chamera, T., Markiel, A., Markowski, J., Pilch, J., Żmijewski, P., & Maszczyk, A. (2023b). Influence of beta and theta waves as predictors of simple and complex reaction times in examined groups of judo athletes during the Vienna test. Baltic Journal of Health and Physical Activity, 15(4), 23–33. https://doi.org/10.29359/bjhpa.15.4.07 Search in Google Scholar

25 Prończuk, M., Motowidlo, J., Lulińska, E., Skalski, D. T., Markowski, J., Pilch, J., Kostrzewa, M., Terbalyan, A., Skotniczny, K., & Maszczyk, A. (2024b). The effect of 6-week EEG-biofeedback training in normobaric hypoxia and normoxia conditions on reaction time in elite judo athletes. Baltic Journal of Health and Physical Activity, 16(3), 34–45. https://doi.org/10.29359/bjhpa.16.3.03 Search in Google Scholar

26 Prończuk, M., Skalski, D. T., Żak, M., Motowidlo, J., Markowski, J., Pilch, J., Kostrzewa, M., Tsos, A., & Maszczyk, A. (2024a). The influence of EEG-biofeedback training and beta waves in normoxia and normobaric hypoxia on the bench press in judo athletes. Physical Activity Review, 12(1), 180–191. https://doi.org/10.16926/par.2024.12.22 Search in Google Scholar

27 Prończuk, M., Trybek, G., Terbalyan, A., Markowski, J., Pilch, J., Krzysztofik, M., Kostrzewa, M., Mostowik, A., & Maszczyk, A. (2023). The effects of EEG biofeedback training on visual reaction time in judo athletes. Journal of Human Kinetics, 88(1), 123–135. https://doi.org/10.5114/jhk/174272 Search in Google Scholar

28 Raza, Q., Ong, M. L. Y., & Kuan, G. (2019). Effects of using EEG neurofeedback device to enhance elite bowlers’ performance. In M. Hassan et al. (Eds.), Enhancing health and sports performance by design. Lecture Notes in Bioengineering. Springer. https://doi.org/10.1007/978-981-15-3270-2_51 Search in Google Scholar

29 Skalski, D., Kostrzewa, M., Prończuk, M., Markowski, J., Pilch, J., Żak, M., & Maszczyk, A. (2024). The effect of EEG biofeedback training frequency and environmental conditions on simple and complex reaction times. Bioengineering, 11(12), 1208. https://doi.org/10.3390/bioengineering11121208 Search in Google Scholar

30 Strizhkova, O., Cherapkina, L., & Strizhkova, T. (2012). Neurofeedback course applying of high skilled gymnasts in competitive period. Journal of Human Sport & Exercise, 7(1), 185–193. https://doi.org/10.4100/JHSE.2012.7.PROC1.21 Search in Google Scholar

31 Strizhkova, O., Cherapkina, L., & Strizhkova, T. (2014). The neurofeedback course using of high skilled gymnasts at competitive period. Journal of Human Sport and Exercise, 9(1), 561–569. https://doi.org/10.14198/JHSE.2014.9.PROC1.47 Search in Google Scholar

32 Thompson, L., & Thompson, M. (2005). The neuro-feedback book: An introduction to basic concepts in applied psychophysiology. Association for Applied Psychophysiology and Biofeedback Press. Search in Google Scholar

33 Toolis, T., Cooke, A., Laaksonen, M., & McGawley, K. (2023). Effects of neurofeedback training on frontal midline theta power, shooting performance, and attentional focus with experienced biathletes. Journal of Clinical Sport Psychology, 17(1), 1–15. https://doi.org/10.1123/jcsp.2022-0035 Search in Google Scholar

34 Tosti, B., Corrado, S., Mancone, S., Di Libero, T., Rodio, A., Andrade, A., & Diotaiuti, P. (2024). Integrated use of biofeedback and neurofeedback techniques in treating pathological conditions and improving performance: a narrative review. Frontiers in Neuroscience, 18, 1358481. https://doi.org/10.3389/fnins.2024.1358481 Search in Google Scholar

35 van Boxtel, G. J. M., Denissen, A. J. J. M., de Groot, J. A., Neleman, M. S., Vellema, J., & Hart de Ruijter, E. M. (2024). Alpha neurofeedback training in elite soccer players trained in groups. Applied Psychophysiology and Biofeedback, 49(4), 589–602. https://doi.org/10.1007/s10484-024-09654-1 Search in Google Scholar

36 Zoefel, B., Huster, R. J., & Herrmann, C. S. (2011). Neurofeedback training of the upper alpha frequency band in EEG improves cognitive performance. NeuroImage, 54(2), 1427–1431. https://doi.org/10.1016/j.neuroimage.2010.08.078 Search in Google Scholar