Mental toughness in sport: testing the goal-expectancy-self-control (GES) model among runners and cyclists using cross-sectional and experimental designs

References

• Anstiss, P. A., Meijen, C., & Marcora, S. M. (2020). The sources of self-efficacy in experienced and competitive endurance athletes. International Journal of Sport and Exercise Psychology, 18(5), 622–638. https://doi.org/10.1080/1612197X.2018.1549584
   Web of Science ®Google Scholar
• Bandura, A. (2006). Guide for constructing self-efficacy scales. In F. Pajares & T. C. Urdan (Eds.), Self-efficacy beliefs of adolescents (pp. 307–337). Information Age Publishing.
   Google Scholar
• Bandura, A. (2007). Auto-efficacité: Le sentiment d’efficacité personnelle [Self-efficacy: The exercise of control] (J. Lecompte, Trans.; 2nd ed.). De Boeck.
   Google Scholar
• Baumeister, R. F., Tice, D. M., & Vohs, K. D. (2018). The strength model of self-regulation: Conclusions from the second decade of willpower research. Perspectives on Psychological Science, 13(2), 141–145. https://doi.org/10.1177/1745691617716946
   Web of Science ®Google Scholar
• Baumeister, R. F., & Vohs, K. D. (2016). Strength model of self-regulation as limited resource: Assessment, controversies, update. Advances in Experimental Social Psychology, 54, 67–127. https://doi.org/10.1016/bs.aesp.2016.04.001
   Web of Science ®Google Scholar
• Bédard-Thom, C., Guay, F., & Trottier, C. (2020). Mental toughness in sport: The goal-expectancy-self-control (GES) model. Journal of Applied Sport Psychology, 33(6), 627–643. https://doi.org/10.1080/10413200.2020.1808736
   Web of Science ®Google Scholar
• Boat, R., Hunte, R., Welsh, E., Dunn, A., Treadwell, E., & Cooper, S. B. (2020). Manipulation of the duration of the initial self-control task within the sequential-task paradigm: Effect on exercise performance. Frontiers in Neuroscience, 14. https://doi.org/10.3389/fnins.2020.571312
   PubMed Web of Science ®Google Scholar
• Boat, R., Williamson, O., Read, J., Jeong, Y. H., & Cooper, S. B. (2021). Self-control exertion and caffeine mouth rinsing: Effects on cycling time-trial performance. Psychology of Sport and Exercise, 53, 101877. https://doi.org/10.1016/j.psychsport.2020.101877
   Web of Science ®Google Scholar
• Bollen, K. A., & Curran, P. J. (2006). Latent curve models: A structural equation perspective. John Wiley & Sons.
   Google Scholar
• Borgogni, L., & Russo, S. D. (2012). A quantitative analysis of the high performance cycle in Italy. In E. A. Locke & G. P. Latham (Eds.), New developments in goal setting and task performance (pp. 270–283). Routledge.
   Google Scholar
• Brace, A. W., George, K., & Lovell, G. P. (2020). Mental toughness and self-efficacy of elite ultra-marathon runners. PLOS ONE, 15(11), e0241284. https://doi.org/10.1371/journal.pone.0241284
   PubMed Web of Science ®Google Scholar
• Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equations model (pp. 136–162). Sage.
   Google Scholar
• Ciarocco, N. J., Twenge, J. M., Muraven, M., & Tice, D. M. (2004). Measuring state self-control: Reliability, validity, and correlations with physical and psychological stress [unpublished manuscript].
   Google Scholar
• Clough, P. J., Earle, K., & Sewell, D. (2002). Mental toughness: The concept and its measurement. In I. Cockerill (Ed.), Solutions in sport psychology (pp. 32–43). Thomson.
   Google Scholar
• Cooper, K. B., Wilson, M. R., & Jones, M. I. (2021). Fast talkers? Investigating the influence of self-talk on mental toughness and finish times in 800-meter runners. Journal of Applied Sport Psychology, 33(5), 491–509. https://doi.org/10.1080/10413200.2020.1735574
   Web of Science ®Google Scholar
• Cowden, R. G., Crust, L., Tibbert, S. J., & Jackman, P. C. (2020). Mental toughness development and training in sport. In M. Bertollo, E. Filho, & P. C. Terry (Eds.), Advancements in mental skills training (pp. 28–43). Routledge.
   Google Scholar
• Dagnall, N., Denovan, A., Papageorgiou, K. A., Clough, P. J., Parker, A., & Drinkwater, K. G. (2019). Psychometric assessment of shortened mental toughness questionnaires (MTQ): factor structure of the MTQ-18 and the MTQ-10. Frontiers in Psychology, 10, 1933. https://doi.org/10.3389/fpsyg.2019.01933
   PubMed Web of Science ®Google Scholar
• Dang, J., Barker, P., Baumert, A., Bentvelzen, M., Berkman, E., Buchholz, N., … Zinkernagel, A. (2021). A multilab replication of the ego depletion effect. Social Psychological and Personality Science, 12(1), 14–24. https://doi.org/10.1177/1948550619887702
   PubMed Web of Science ®Google Scholar
• Denham, J., Scott-Hamilton, J., Hagstrom, A. D., & Gray, A. J. (2020). Cycling power output predict functional threshold power and maximum oxygen uptake. Journal of Strength and Conditioning Research, 34(12), 3489–3497. https://doi.org/10.1519/JSC.0000000000002253
   PubMed Web of Science ®Google Scholar
• Enders, C. K. (2010). Applied missing data analysis. The Guilford Press.
   Google Scholar
• Englert, C. (2017). Ego depletion in sports: Highlighting the importance of self-control strength for high-level sport performance. Current Opinion in Psychology, 16, 1–5. https://doi.org/10.1016/j.copsyc.2017.02.028
   PubMed Web of Science ®Google Scholar
• Englert, C., & Bertrams, A. (2021). Again, no evidence for or against the existence of ego depletion: Opinion on “A multi-site preregistered paradigmatic test of the ego depletion effect. Frontiers in Human Neuroscience, 15), https://doi.org/10.3389/fnhum.2021.658890
   PubMed Web of Science ®Google Scholar
• Englert, C., Pageaux, B., & Wolff, W. (2020). Self-control in sports. https://doi.org/10.31234/osf.io/695c2
   Google Scholar
• Fletcher, D., Hanton, S., & Mellalieu, S. D. (2006). An organizational stress review: Conceptual and theoretical issued in competitive sport. In S. Hanton & S. D. Mellalieu (Eds.), Literature reviews in sport psychology (pp. 321–373). Nova Science Publishers.
   Google Scholar
• Graham, J. D., & Bray, S. R. (2015). Self-control strength depletion reduces self-efficacy and impairs performance. Journal of Sport and Exercise Psychology, 37(5), 477–488. https://doi.org/10.1123/jsep.2015-0064
   PubMed Web of Science ®Google Scholar
• Graham, J. D., Martin Ginis, K. A., & Bray, S. R. (2017). Exertion of self-control increases fatigue, reduces task self-efficacy, and impairs performance of resistance exercise. Sport, Exercise, and Performance Psychology, 6(1), 70–88. https://doi.org/10.1037/spy0000074
   Web of Science ®Google Scholar
• Graham, J. W. (2009). Missing data analysis: Making it work in the real world. Annual Review of Psychology, 60(1), 549–576. https://doi.org/10.1146/annurev.psych.58.110405.085530
   PubMed Web of Science ®Google Scholar
• Graham, J. W. (2012). Missing data: Analysis and design. Springer.
   Google Scholar
• Gucciardi, D. F. (2017). Mental toughness: Progress and prospects. Current Opinion in Psychology, 16, 17–23. https://doi.org/10.1016/j.copsyc.2017.03.010
   PubMed Web of Science ®Google Scholar
• Gucciardi, D. F. (2020). Mental toughness: Taking stock considering new horizons. In G. Tenenbaum & R. C. Eklund (Eds.), Handbook of sport psychology (4th ed, pp. 101–120). Wiley.
   Google Scholar
• Gucciardi, D. F., Hanton, S., Gordon, S., Mallett, C. J., & Temby, P. (2015). The concept of mental toughness: Tests of dimensionality, nomological network, and traitness. Journal of Personality, 83(1), 26–44. https://doi.org/10.1111/jopy.12079
   PubMed Web of Science ®Google Scholar
• Halper, L. R., & Vancouver, J. B. (2016). Self-efficacy’s influence on persistence on a physical task: Moderating effect of performance feedback ambiguity. Psychology of Sport and Exercise, 22, 170–177. https://doi.org/10.1016/j.psychsport.2015.08.007
   Web of Science ®Google Scholar
• Hardy, L., Bell, J., & Beattie, S. (2014). A neuropsychological model of mentally tough behaviour. Journal of Personality, 82(1), 69–81. https://doi.org/10.1111/jopy.12034
   PubMed Web of Science ®Google Scholar
• Hayes, A. F., & Coutts, J. J. (2020). Use omega rather than cronbach’s alpha for estimating reliability. But … . Communication Methods and Measures, 14(1), 1–24. https://doi.org/10.1080/19312458.2020.1718629
   Web of Science ®Google Scholar
• Hunte, R., Cooper, S. B., Taylor, I. M., Nevill, M. E., & Boat, R. (2021). The mechanisms underpinning the effects of self-control exertion on subsequent physical performance: A meta-analysis. International Review of Sport and Exercise Psychology, 1–28. https://doi.org/10.1080/1750984X.2021.2004610
   Web of Science ®Google Scholar
• Jones, M., Meijen, C., McCarthy, P. J., & Sheffield, D. (2009). A theory of challenge and threat states in athletes. International Review of Sport and Exercise Psychology, 2(2), 161–180. https://doi.org/10.1080/17509840902829331
   Google Scholar
• Kline, R. B. (2016). Principles and practice of structural equation modelling (4th ed.). Guilford publications.
   Google Scholar
• Kwasnicka, D., Ntoumanis, N., & Sniehotta, F. F. (2021). Setting performance and learning goals is useful for active and inactive individuals, if goals are personalised and flexible: Commentary on Swann et al. (2020). Health Psychology Review, 15(1), 51–55. https://doi.org/10.1080/17437199.2020.1762107
   PubMed Web of Science ®Google Scholar
• Latham, G. P., & Locke, E. A. (2018). Goal setting theory: Controversies and resolutions. In D. S. Ones, N. Anderson, C. Viswesvaran, & H. K. Sinangil (Eds.), The SAGE handbook of industrial, work & organizational psychology: Organizational psychology (pp. 145–166). Sage Reference. https://doi.org/10.4135/9781473914957.n8
   Google Scholar
• Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal, and coping. Springer.
   Google Scholar
• Lee, C., & Bobko, P. (1992). Exploring the meaning and usefulness of measures of subjective goal difficulty. Journal of Applied Social Psychology, 22(18), 1417–1428. https://doi.org/10.1111/j.1559-1816.1992.tb00957.x
   Web of Science ®Google Scholar
• Locke, E. A., & Latham, G. P. (1990). A theory of goal setting and task performance. Prentice Hall, Inc. https://doi.org/10.5860/choice.28-0608
   Google Scholar
• Locke, E. A., & Latham, G. P. (2019). The development of goal setting theory: A half century retrospective. Motivation Science, 5(2), 93–105. https://doi.org/10.1037/mot0000127
   Google Scholar
• Marcora, S. (2008). Do we really need a central governor to explain brain regulation of exercise performance? European Journal of Applied Physiology, 104(5), 929–931. https://doi.org/10.1007/s00421-008-0818-3
   PubMed Web of Science ®Google Scholar
• McCormick, A., Meijen, C., Anstiss, P. A., & Jones, H. S. (2019). Self-regulation in endurance sports: Theory, research, and practice. International Review of Sport and Exercise Psychology, 12(1), 235–264. https://doi.org/10.1080/1750984X.2018.1469161
   Web of Science ®Google Scholar
• McCormick, A., Meijen, C., & Marcora, S. (2015). Psychological determinants of whole-body endurance performance. Sports Medicine, 45(7), 997–1015. https://doi.org/10.1007/s40279-015-0319-6
   PubMed Web of Science ®Google Scholar
• Méndez-Alonso, D., Prieto-Saborit, J. A., Bahamonde, J. R., & Jiménez-Arberàs, E. (2021). Influence of psychological factors on the success of ultra-trail runner. International Journal of Environmental Research and Public Health, 18(5), 2704. https://doi.org/10.3390/ijerph18052704
   PubMed Web of Science ®Google Scholar
• Muthén, L. K., & Muthén, B. O. (1998–2017). Mplus User’s Guide. Eighth Edition. Muthén & Muthén.
   Google Scholar
• Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879–891. https://doi.org/10.3758/BRM.40.3.879
   PubMed Web of Science ®Google Scholar
• Rusk, R. D., & Waters, L. E. (2013). Tracing the size, reach, impact, and breadth of positive psychology. The Journal of Positive Psychology, 8(3), 207–221. https://doi.org/10.1080/17439760.2013.777766
   Web of Science ®Google Scholar
• Ryan, R. M., & Deci, E. L. (2017). Self-determination theory. Basic psychological needs in motivation, development and wellness. Guilford Press.
   Google Scholar
• Sarkar, M., & Fletcher, D. (2014). Psychological resilience in sport performers: A review of stressors and protective factors. Journal of Sports Sciences, 32(15), 1–16. https://doi.org/10.1080/02640414.2014.901551
   Web of Science ®Google Scholar
• Schumacher, R. E., & Lomax, R. G. (1996). A beginner’s guide to SEM. Lawrence.
   Google Scholar
• Shaabani, F., Naderi, A., Borella, E., & Calmeiro, L. (2020). Does a brief mindfulness intervention counteract the detrimental effects of ego depletion in basketball free throw under pressure? Sport, Exercise, and Performance Psychology, 9(2), 197–215. https://doi.org/10.1037/spy0000201
   Web of Science ®Google Scholar
• Shipherd, A. M., Renner, K. B., Samson, A., & Duncan, C. K. (2021). An examination of the sources of self-efficacy in runners throughout training: A mixed methods study. Journal of Sport Behavior, 44(1), 141–164.
   Google Scholar
• Tucker, R. (2009). The anticipatory regulation of performance: The physiological basis for pacing strategies and the development of a perception-based model of exercise performance. British Journal of Sports Medicine, 43(6), 392–400. https://doi.org/10.1136/bjsm.2008.050799
   PubMed Web of Science ®Google Scholar
• Vallerand, R. J. (1989). Vers une méthodologie de validation trans-culturelle de questionnaires psychologiques: Implications pour la recherche en langue française [Toward a methodology for the transcultural validation of psychological questionnaires: Implications for research in the French language]. Canadian Psychology / Psychologie Canadienne, 30(4), 662–680. https://doi.org/10.1037/h0079856
   Web of Science ®Google Scholar
• Wallace, H. M., & Baumeister, R. F. (2002). The effects of success versus failure feedback on self-control. Self and Identity, 1(1), 35–41. https://doi.org/10.1080/152988602317232786
   Web of Science ®Google Scholar
• Weinberg, R. (2013). Goal setting in sport and exercise: Research and practical applications. Revista da Educação Física/UEM, 24(2), 171–179. https://doi.org/10.4025/reveducfis.v24.2.17524
   Google Scholar
• Weinberg, R., Butt, J., Mellano, K., & Harmison, R. (2017). The stability of mental toughness across situations: Taking a social-cognitive approach. International Journal of Sport Psychology, 48(3), 280–302.
   Web of Science ®Google Scholar
• Wilmore, J. H., Costill, D. L., & Kenney, W. L. (2008). Physiology of sport and exercise (4th ed.). Human Kinetics.
   Google Scholar
• Wolf, E. J., Harrington, K. M., Clark, S. L., & Miller, M. W. (2013). Sample size requirements for structural equation models: An evaluation of power, bias, and solution propriety. Educational and Psychological Measurement, 73(6), 913–934. https://doi.org/10.1177/0013164413495237
   Web of Science ®Google Scholar