Are Individuals Who Engage in More Frequent Self-Regulation Less Susceptible to Mental Fatigue?

in Journal of Sport and Exercise Psychology
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The aim of this study was to investigate whether individuals who engage in more frequent self-regulation are less susceptible to mental fatigue. Occupational cognitive demand and participation in sports or exercise were quantified as activities requiring self-regulation. Cardiorespiratory fitness was also assessed. On separate occasions, participants either completed 90 min of an incongruent Stroop task (mental exertion condition) or watched a 90-min documentary (control condition). Participants then completed a cycling time-to-exhaustion (physical endurance) test. There was no difference in the mean time to exhaustion between conditions, although individual responses varied. Occupational cognitive demand, participation in sports or exercise, and cardiorespiratory fitness predicted the change in endurance performance (p = .026, adjusted R 2 = .279). Only cognitive demand added significantly to the prediction (p = .024). Participants who reported higher levels of occupational cognitive demand better maintained endurance performance following mental exertion.

Martin, Keegan and Rattray are with the Discipline of Sport and Exercise Science, Faculty of Health, University of Canberra, Canberra, Australia. Thompson is with the New South Wales Inst. of Sport, Sydney, Australia.

Martin (kristy.martin@canberra.edu.au) is corresponding author.
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  • AlvaradoB.E.ZunzuneguiM.V.Del SerT. & BélandF. (2002). Cognitive decline is related to education and occupation in a Spanish elderly cohort. Aging Clinical and Experimental Research 14(2) 132142. PubMed ID: 12092786 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • AndersonE.S.WojcikJ.R.WinettR.A. & WilliamsD.M. (2006). Social-cognitive determinants of physical activity: The influence of social support, self-efficacy, outcome expectations, and self-regulation among participants in a church-based health promotion study. Health Psychology 25(4) 510520. PubMed ID: 16846326 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • AnsteyK.J.HoferS.M. & LuszczM.A. (2003). A latent growth curve analysis of late-life sensory and cognitive function over 8 years: Evidence for specific and common factors underlying change. Psychology and Aging 18(4) 714726. PubMed ID: 14692859 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Arenaza-UrquijoE.M.LandeauB.La JoieR.MevelK.MézengeF.PerrotinA. . . . ChételatG. (2013). Relationships between years of education and gray matter volume, metabolism and functional connectivity in healthy elders. NeuroImage 83 450457. PubMed ID: 23796547 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • AustinP.C. & SteyerbergE.W. (2015). The number of subjects per variable required in linear regression analyses. Journal of Clinical Epidemiology 68(6) 627636. PubMed ID: 25704724 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • BaeckeJ.A.BuremaJ. & FrijtersJ.E. (1982). A short questionnaire for the measurement of habitual physical activity in epidemiological studies. The American Journal of Clinical Nutrition 36(5) 936942. PubMed ID: 7137077 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • BakemanR. (2005). Recommended effect size statistics for repeated measures designs. Behavior Research Methods 37(3) 379384. PubMed ID: 16405133 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • BaumeisterR.F.BratslavskyE.MuravenM. & TiceD.M. (1998). Ego depletion: Is the active self a limited resource? Journal of Personality and Social Psychology 74 12521265. PubMed ID: 9599441 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • BlanchfieldA.W.HardyJ.De MorreeH.M.StaianoW. & MarcoraS.M. (2014). Talking yourself out of exhaustion: The effects of self-talk on endurance performance. Medicine &Science in Sports & Exercise 46(5) 9981007. PubMed ID: 24121242 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • BoksemM.A.MeijmanT.F. & LoristM.M. (2005). Effects of mental fatigue on attention: An ERP study. Cognitive Brain Research 25(1) 107116. PubMed ID: 15913965 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • BoksemM.A.MeijmanT.F. & LoristM.M. (2006). Mental fatigue, motivation and action monitoring. Biological Psychology 72(2) 123132. PubMed ID: 16288951 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • BorgG. (1970). Perceived exertion as an indicator of somatic stress. Scandinavian Journal of Rehabilitation Medicine 29298. PubMed ID: 5523831

    • Search Google Scholar
    • Export Citation
  • BraverT.S. (2012). The variable nature of cognitive control: A dual mechanisms framework. Trends in Cognitive Sciences 16(2) 106113. PubMed ID: 22245618 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • BrownD.M. & BrayS.R. (2017). Effects of mental fatigue on physical endurance performance and muscle activation are attenuated by monetary incentives. Journal of Sport & Exercise Psychology 39(6) 385396. PubMed ID: 29424609 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • BrownsbergerJ.EdwardsA.CrowtherR. & CottrellD. (2013). Impact of mental fatigue on self-paced exercise. International Journal of Sports Medicine 34(12) 10291036. PubMed ID: 23771830 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • BuckS.M.HillmanC.H. & CastelliD.M. (2008). The relation of aerobic fitness to Stroop task performance in preadolescent children. Medicine & Science in Sports & Exercise 40(1) 166172. PubMed ID: 18091008 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • ChaddockL.EricksonK.I.PrakashR.S.VossM.W.VanPatterM.PontifexM.B. . . . KramerA.F. (2012). A functional MRI investigation of the association between childhood aerobic fitness and neurocognitive control. Biological Psychology 89(1) 260268. PubMed ID: 22061423 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • CohenJ. (1988). Statistical power analysis for the behavioral sciences. Hillsdale, MI: Erlbaum.

  • DingY.H.LiJ.ZhouY.RafolsJ.A.ClarkJ.C. & DingY. (2006). Cerebral angiogenesis and expression of angiogenic factors in aging rats after exercise. Current Neurovascular Research 3(1) 1523. PubMed ID: 16472122

    • Crossref
    • Search Google Scholar
    • Export Citation
  • EtnierJ.L.NowellP.M.LandersD.M. & SibleyB.A. (2006). A meta-regression to examine the relationship between aerobic fitness and cognitive performance. Brain Research Reviews 52(1) 119130. PubMed ID: 16490256 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • FilipasL.MottolaF.TagliabueG. & La TorreA. (2018). The effect of mentally demanding cognitive tasks on rowing performance in young athletes. Psychology of Sport and Exercise 39 5262. doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • FothergillA. & LinfieldM. (2007). Earth. United Kingdom: BBC Worldwide.

  • GailliotM.T. & BaumeisterR.F. (2007). The physiology of willpower: Linking blood glucose to self-control. Personality and Social Psychology Review 11 303327. PubMed ID: 18453466 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • HaggerM.S.WoodC.W.StiffC. & ChatzisarantisN.L.D. (2010). Self-regulation and self-control in exercise: The strength-energy model. International Review of Sport and Exercise Psychology 3 6286. doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • HillmanC.H.CastelliD.M. & BuckS.M. (2005). Aerobic fitness and neurocognitive function in healthy preadolescent children. Medicine & Science in Sports & Exercise 37(11) 19671974. PubMed ID: 16286868 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • HoonakkerP.CarayonP.GursesA.P.BrownR.KhunlertkitA.McGuireK. & WalkerJ.M. (2011). Measuring workload of ICU nurses with a questionnaire survey: The NASA Task Load Index (TLX). IIE Transactions on Healthcare Systems Engineering 1(2) 131143. PubMed ID: 22773941 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • InzlichtM.SchmeichelB.J. & MacraeC.N. (2014). Why self-control seems (but may not be) limited. Trends in Cognitive Sciences 18(3) 127133. PubMed ID: 24439530 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • KuipersH.VerstappenF.T.J.KeizerH.A.GeurtenP. & Van KranenburgG. (1985). Variability of aerobic performance in the laboratory and its physiologic correlates. International Journal of Sports Medicine 6(4) 197201. PubMed ID: 4044103 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • MacMahonC.SchückerL.HagemannN. & StraussB. (2014). Cognitive fatigue effects on physical performance during running. Journal of Sport & Exercise Psychology 36(4) 375381. PubMed ID: 25226606 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • MahoneyC.R.TaylorH.A.KanarekR.B. & SamuelP. (2005). Effect of breakfast composition on cognitive processes in elementary school children. Physiology and Behavior 85(5) 635645. PubMed ID: 16085130 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • MarcoraS.M.StaianoW. & ManningV. (2009). Mental fatigue impairs physical performance in humans. Journal of Applied Physiology 106(3) 857864. PubMed ID: 19131473 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Martin GinisK.A. & BrayS.R. (2010). Application of the limited strength model of self-regulation to understanding exercise effort, planning and adherence. Psychology & Health 25(10) 11471160. PubMed ID: 20204951 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • MartinK.StaianoW.MenaspàP.HennesseyT.MarcoraS.KeeganR. . . . RattrayB. (2016). Superior inhibitory control and resistance to mental fatigue in professional road cyclists. PLoS ONE 11(7) e0159907. PubMed ID: 27441380 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • McCormickA.MeijenC. & MarcoraS. (2015). Psychological determinants of whole-body endurance performance. Sports Medicine 45(7) 9971015. PubMed ID: 25771784 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • MolteniR.YingZ. & Gómez-PinillaF. (2002). Differential effects of acute and chronic exercise on plasticity-related genes in the rat hippocampus revealed by microarray. European Journal of Neuroscience 16(6) 11041116. doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • MuravenM.BaumeisterR.F. & TiceD.M. (1999). Longitudinal improvement of self-regulation through practice: Building self-control strength through repeated exercise. The Journal of Social Psychology 139(4) 446457. PubMed ID: 10457761 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • OatenM. & ChengK. (2006). Improved self-control: The benefits of a regular program of academic study. Basic and Applied Social Psychology 28(1) 116. doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • PageauxB.LepersR.DietzK.C. & MarcoraS.M. (2014). Response inhibition impairs subsequent self-paced endurance performance. European Journal of Applied Physiology 114(5) 10951105. PubMed ID: 24531591 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • PageauxB.MarcoraS. & LepersL. (2013). Prolonged mental exertion does not alter neuromuscular function of the knee extensors. Medicine & Science in Sports & Exercise 45(12) 22542264. PubMed ID: 23698244 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • PereiraA.C.HuddlestonD.E.BrickmanA.M.SosunovA.A.HenR.McKhannG.M. . . . SmallS.A. (2007). An in vivo correlate of exercise-induced neurogenesis in the adult dentate gyrus. Proceedings of the National Academy of Sciences 104(13) 56385643. doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • PolsM.A.PeetersP.H.Bueno-de-MesquitaH.B.OckeM.C.WentinkC.A.KemperH.C. & ColletteH.J. (1995). Validity and repeatability of a modified Baecke questionnaire on physical activity. International Journal of Epidemiology 24(2) 381388. PubMed ID: 7635600 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • PredovanD.FraserS.A.RenaudM. & BhererL. (2012). The effect of three months of aerobic training on Stroop performance in older adults. Journal of Aging Research 2012(2) 269815. doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • RussellS.JenkinsD.RynneS.HalsonS.L. & KellyV. (2019). What is mental fatigue in elite sport? Perceptions from athletes and staff. European Journal of Sport Science 110. doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • SadeghisaniM.ManshadiF.D.AzimiH. & MontazeriA. (2016). Validity and reliability of the Persian version of Baecke habitual physical activity questionnaire in healthy subjects. Asian Journal of Sports Medicine 7(3) e31778. PubMed ID: 27826396 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • SchabortE.J.BoschA.N.WeltanS.M. & NoakesT.D. (1999). The effect of a preexercise meal on time to fatigue during prolonged cycling exercise. Medicine & Science in Sports & Exercise 31(3) 464471. PubMed ID: 10188753 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • SchmidtK.H.NeubachB. & HeuerH. (2007). Self-control demands, cognitive control deficits, and burnout. Work & Stress 21(2) 142154. doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • SchückerL. & MacMahonC. (2016). Working on a cognitive task does not influence performance in a physical fitness test. Psychology of Sport and Exercise 2518. doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Silva-CavalcanteM.D.CoutoP.G.de Almeida AzevedoR.SilvaR.G.CoelhoD.B.Lima-SilvaA.E. & BertuzziR. (2018). Mental fatigue does not alter performance or neuromuscular fatigue development during self-paced exercise in recreationally trained cyclists. European Journal of Applied Physiology 118(11) 24772487. PubMed ID: 30155760 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Smiley-OyenA.L.LowryK.A.FrancoisS.J.KohutM.L. & EkkekakisP. (2008). Exercise, fitness, and neurocognitive function in older adults: The “selective improvement” and “cardiovascular fitness” hypotheses. Annals of Behavioral Medicine 36(3) 280291. PubMed ID: 18825471 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • SmithM.R.CouttsA.J.MerliniM.DeprezD.LenoirM. & MarcoraS.M. (2016). Mental fatigue impairs soccer-specific physical and technical performance. Medicine & Science in Sports & Exercise 48(2) 267276. PubMed ID: 26312616 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • SmithM.R.MarcoraS.M. & CouttsA.J. (2015). Mental fatigue impairs intermittent running performance. Medicine & Science in Sports & Exercise 47(8) 16821690. PubMed ID: 25494389 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • SuoC.LeónI.BrodatyH.TrollorJ.WenW.SachdevP. & ValenzuelaM.J. (2012). Supervisory experience at work is linked to low rate of hippocampal atrophy in late life. NeuroImage 63(3) 15421551. PubMed ID: 22902920 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • VadilloM.A.GoldN. & OsmanM. (2018). Searching for the bottom of the ego well: Failure to uncover ego depletion in Many Labs 3. Royal Society Open Science 5(8) 180390. PubMed ID: 30225026 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • ValenzuelaM.J.MatthewsF.E.BrayneC.InceP.HallidayG.KrilJ.J. . . . SachdevP.S. (2012). Multiple biological pathways link cognitive lifestyle to protection from dementia. Biological Psychiatry 71(9) 783791. PubMed ID: 22055015 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • ValenzuelaM.J. & SachdevP. (2006). Cognitive leisure activities, but not watching TV, for future brain benefits. Neurology 67(4) 729729. PubMed ID: 16924044 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • ValenzuelaM.J.SachdevP.WenW.ChenX. & BrodatyH. (2008). Lifespan mental activity predicts diminished rate of hippocampal atrophy. PLoS ONE 3(7) e2598. PubMed ID: 18612379 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Van CutsemJ.MarcoraS.De PauwK.BaileyS.MeeusenR. & RoelandsB. (2017). The effects of mental fatigue on physical performance: A systematic review. Sports Medicine 47(8) 15691588. PubMed ID: 28044281 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Van de VenB.VlerickP. & de JongeJ. (2008). The interplay of job demands, job resources and cognitive outcomes in informatics. Stress and Health: Journal of the International Society for the Investigation of Stress 24(5) 375382. doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Van Den ToorenM. & De JongeJ. (2008). Managing job stress in nursing: What kind of resources do we need? Journal of Advanced Nursing 63(1) 7584. PubMed ID: 18522680 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Van der LindenD.FreseM. & MeijmanT.F. (2003). Mental fatigue and the control of cognitive processes: Effects on perseveration and planning. Acta Psychologica 113(1) 4565. PubMed ID: 12679043 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • VaynmanS.YingZ. & Gomez-PinillaF. (2004). Hippocampal BDNF mediates the efficacy of exercise on synaptic plasticity and cognition. European Journal of Neuroscience 20(10) 25802590. PubMed ID: 15548201 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
  • WilsonR.S.HebertL.E.ScherrP.A.BarnesL.L.Mendes de LeonC.F. & EvansD.A. (2009). Educational attainment and cognitive decline in old age. Neurology 72(5) 460465. PubMed ID: 19188578 doi:

    • Crossref
    • Search Google Scholar
    • Export Citation
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