Brain Endurance Training Improves Physical, Cognitive, and Multitasking Performance in Professional Football Players

in International Journal of Sports Physiology and Performance

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Walter Staiano Department of Physical Education and Sport, University of Valencia, Valencia, Spain
Department of Psychology, Biological and Cognitive Psychology, University of Southern Denmark, Odense, Denmark

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Michele Merlini School of Sport and Exercise Sciences, University of Kent, Canterbury, United Kingdom

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Marco Romagnoli Department of Physical Education and Sport, University of Valencia, Valencia, Spain

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Ulrich Kirk Department of Psychology, Biological and Cognitive Psychology, University of Southern Denmark, Odense, Denmark

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Christopher Ring School of Sport, Exercise & Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom

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Samuele Marcora School of Sport and Exercise Sciences, University of Kent, Canterbury, United Kingdom
Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy

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DOI:
https://doi.org/10.1123/ijspp.2022-0144
Keywords:
cognitive training; mental fatigue; elite athletes; sport performance; team sport; neuro-performance
First Published Online:
11 Nov 2022
In Print:
Volume 17: Issue 12
Page Range:
1732–1740
Restricted access

Purpose: Brain endurance training (BET)—the combination of physical training with mentally fatiguing tasks—could help athletes adapt and increase their performance during sporting competitions. Here we tested whether BET completed after standard physical training improved physical and mental performance more than physical training alone during a preseason football training camp. Methods: The study employed a pretest/training/posttest design, with 22 professional football players randomly assigned to BET or a control group. Both groups completed 40 physical training sessions over 4 weeks. At the end of a day of physical training, the BET group completed cognitive training, whereas the control group listened to neutral sounds. Players completed the 30–15 Intermittent Fitness Test, repeated sprint ability random test, soccer-specific reactive agility test, and Stroop and psychomotor vigilance tests pretraining and posttraining. Mixed analysis of variance was used to analyze the data. Results: In the posttest (but not pretest) assessments, the BET group consistently outperformed the control group. Specifically, the BET group was faster (P = .02–.04) than the control group during the 30–15 Intermittent Fitness Test, the directional phase of the repeated sprint ability random test, and the soccer-specific reactive agility test. The BET group also made fewer errors (P = .02) during the soccer-specific reactive agility test than the control group. Finally, the BET group responded faster (P = .02) on the Stroop test and made fewer (P = .03) lapses on the psychomotor vigilance test than the control group. Conclusion: The inclusion of BET during the preseason seems more effective than standard physical training alone in improving the physical, cognitive, and multitasking performance of professional football players.

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  • 1.

    Marcora SM, Staiano W, Manning V. Mental fatigue impairs physical performance in humans. J Appl Physiol. 2009;106(3):857–864. doi:10.1152/japplphysiol.91324.2008

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 2.

    Boksem MAS, Tops M. Mental fatigue: costs and benefits. Brain Res Rev. 2008;59(1):125–139. doi:10.1016/j.brainresrev.2008.07.001

  • 3.

    Coutts AJ. Fatigue in football: it’s not a brainless task! J Sports Sci. 2016;34(14):1296. doi:10.1080/02640414.2016.1170475

  • 4.

    Russell S, Jenkins D, Rynne S, Halson SL, Kelly V. What is mental fatigue in elite sport? Perceptions from athletes and staff. Eur J Sport Sci. 2019;19(10):1367–1376. doi:10.1080/17461391.2019.161839

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 5.

    Smith MR, Coutts AJ, Merlini M, Deprez D, Lenoir M, Marcora SM. Mental fatigue impairs soccer-specific physical and technical performance. Med Sci Sports Exerc. 2016;48(2):267–276. doi:10.1249/MSS.0000000000000762

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 6.

    Smith MR, Marcora SM, Coutts AJ. Mental fatigue impairs intermittent running performance. Med Sci Sports Exerc. 2015;47(8):1682–1690. doi:10.1249/MSS.0000000000000592

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 7.

    Clemente FM, Ramirez-Campillo R, Castillo D, et al. Effects of mental fatigue in total running distance and tactical behavior during small-sided games: a systematic review with a meta-analysis in youth and young adult’s soccer players. Front Psychol. 2021;12:656445. doi:10.3389/fpsyg.2021.656445

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 8.

    Angius L, Merlini M, Hopker J, et al. Physical and mental fatigue reduce psychomotor vigilance in professional football players. Int J Sports Physiol Perform. 2022;17(9):1391–1398. doi:10.1123/ijspp.2021-0387

    • Search Google Scholar
    • Export Citation
  • 9.

    Blain B, Schmit C, Aubry A, Hausswirth C, Le Meur Y, Pessiglione M. Neuro-computational impact of physical training overload on economic decision-making. Curr Biol. 2019;29(19):3289–3297.e4. doi:10.1016/j.cub.2019.08.054

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 10.

    Marcora SM, Staiano W, Merlini M. A randomized controlled trial of brain endurance training (BET) to reduce fatigue during endurance exercise. Med Sci Sports Exerc. 2015;47(suppl 5):198. doi:10.1249/01.MSS.0000476967.03579.44

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 11.

    Dallaway N, Lucas SJE, Ring C. Concurrent brain endurance training improves endurance exercise performance. J Sci Med Sport. 2021;24(4):405–411. doi:10.1016/j.jsams.2020.10.008

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 12.

    Buchheit M, Al Haddad H, Millet GP, Lepretre PM, Newton M, Ahmaidi S. Cardiorespiratory and cardiac autonomic responses to 30–15 intermittent fitness test in team sport players. J Strength Cond Res. 2009;23(1):93–100. doi:10.1519/JSC.0b013e31818b9721

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 13.

    Martin K, Staiano W, Menaspà P, et al. Superior inhibitory control and resistance to mental fatigue in professional road cyclists. PLoS One. 2016;11(7):e0159907. doi:10.1371/journal.pone.0159907

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 14.

    Hoonakker P, Carayon P, Gurses A, et al. Measuring workload of ICU nurses with a questionnaire survey: the NASA task load index (TLX). IIE Trans Healthc Syst Eng. 2011;1(2):131–143. doi:10.1080/19488300.2011.609524

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 15.

    Pojskic H, Åslin E, Krolo A, et al. Importance of reactive agility and change of direction speed in differentiating performance levels in junior soccer players: reliability and validity of newly developed soccer-specific tests. Front Physiol. 2018;9:506. doi:10.3389/fphys.2018.00506

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 16.

    Martin V, Sanchez-Sanchez J, Ramírez-Campillo R, Nakamura FY, Gonzalo-Skok O. Validity of the RSA-RANDOM test for young soccer players. Int J Sports Med. 2018;39(11):813–821. doi:10.1055/a-0637-2094

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 17.

    Basner M, Dinges DF. Maximizing sensitivity of the Psychomotor Vigilance Test (PVT) to sleep loss. Sleep. 2011;34(5):581–591. doi:10.1093/sleep/34.5.581

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 18.

    Foster C, Florhaug JA, Franklin J, et al. A new approach to monitoring exercise training. J Strength Cond Res. 2001;15(1):109–115. doi:10.1519/00124278-200102000-00019

    • Search Google Scholar
    • Export Citation
  • 19.

    Giboin LS, Wolff W. The effect of ego depletion or mental fatigue on subsequent physical endurance performance: a meta-analysis. Perform Enhanc Health. 2019;7(1–2):100150. doi:10.1016/j.peh.2019.100150

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 20.

    Lorist MM, Klein M, Nieuwenhuis S, De Jong R, Mulder G, Meijman TF. Mental fatigue and task control: planning and preparation. Psychophysiology. 2000;37(5):614–625. doi:10.1017/S004857720099005X

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 21.

    Yang W, Makita K, Nakao T, et al. Affective auditory stimulus database: an expanded version of the International Affective Digitized Sounds (IADS-E). Behav Res Methods. 2018;50(4):1415–1429. doi:10.3758/s13428-018-1027-6

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 22.

    Williamson JW, McColl R, Mathews D, Mitchell JH, Raven PB, Morgan WP. Brain activation by central command during actual and imagined handgrip under hypnosis. J Appl Physiol. 2002;92(3):1317–1324. doi:10.1152/japplphysiol.00939.2001

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 23.

    Van Cutsem J, Marcora S, De Pauw K, Bailey S, Meeusen R, Roelands B. The effects of mental fatigue on physical performance: a systematic review. Sports Med. 2017;47(8):1569–1588. doi:10.1007/s40279-016-0672-0

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 24.

    Kellmann M, Bertollo M, Bosquet L, et al. Recovery and performance in sport: consensus statement. Int J Sports Physiol Perform. 2018;13(2):240–245. doi:10.1123/ijspp.2017-0759

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 25.

    Sala G, Gobet F. Cognitive training does not enhance general cognition. Trends Cogn Sci. 2019;23(1):9–20. doi:10.1016/j.tics.2018.10.004

  • 26.

    Pageaux B, Lepers R, Dietz KC, Marcora SM. Response inhibition impairs subsequent self-paced endurance performance. Eur J Appl Physiol. 2014;114(5):1095–1105. doi:10.1007/s00421-014-2838-5

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 27.

    Cona G, Cavazzana A, Paoli A, Marcolin G, Grainer A, Bisiacchi PS. It’s a matter of mind! Cognitive functioning predicts the athletic performance in ultra-marathon runners. PLoS One. 2015;10(7):e0132943. doi:10.1371/journal.pone.0132943

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 28.

    Barlett C, Oliphant H, Gregory W, Jones D. Ego-depletion and aggressive behavior. Aggress Behav. 2016;42(6):533–541. doi:10.1002/ab.21648

  • 29.

    Fortes LS, de Lima-Júnior D, Fonseca FS, Albuquerque MR, Ferreira MEC. Effect of mental fatigue on mean propulsive velocity, countermovement jump, and 100-m and 200-m dash performance in male college sprinters. Appl Neuropsychol Adult. Published online December 28, 2021. doi:10.1080/23279095.2021.2020791

    • Search Google Scholar
    • Export Citation
  • 30.

    Fortes LS, Lima-Junior D, Barbosa BT, Faro HKC, Ferreira MEC, Almeida SS. Effect of mental fatigue on decision-making skill and visual search behaviour in basketball players: an experimental and randomised study. Int J Sport Exerc Psychol. Published online March 31, 2022. doi:10.1080/1612197X.2022.2058055

    • Search Google Scholar
    • Export Citation
  • 31.

    Alberti G, Iaia FM, Arcelli E, Cavaggioni L, Rampinini E. Goal scoring patterns in major European soccer leagues. Sport Sci Health. 2013;9:151–153. doi:10.1007/s11332-013-0154-9

    • Crossref
    • Search Google Scholar
    • Export Citation
  • 32.

    Walsh V. Is sport the brain’s biggest challenge? Curr Biol. 2014;24(18):R859–R860. doi:10.1016/j.cub.2014.08.003

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