DOI: 10.3724/SP.J.1042.2017.00570

Advances in Psychological Science (心理科学进展) 2017/25:4 PP.570-585

The influence of ego depletion on sporting performance: A meta-analysis

This meta-analysis examined the effect of ego depletion, as well as potential moderators, on sporting performance. A search of relevant literature in both Chinese and English databases yielded a total of 31 papers (n = 1613 participants), which were all included in the meta-analysis. The results revealed that: (1) There was a moderate effect of ego depletion on sporting performance (d = 0.55, 95% CI [0.39, 0.71]), although this might be overestimated due to publication bias. (2) The effect of ego depletion on sporting performance was not moderated by the type of participant or sporting task, but was moderated by the type of ego depleting task and stress manipulation used. (3) There was no significant effect found for ego depletion on subjective perceived exertion, heart rate, or EMG activation in the sporting tasks. These findings support the generalizability of Baumeister's Strength Model of Self-Control, as well as its integration with Eysenck and colleague's Attention Control Theory. Future research should attempt to standardize the experimental conditions employed, and explore interventions designed to mitigate against ego depletion effects in sport.

Key words:ego depletion,sporting performance,the strength model of self-control,meta-analysis

ReleaseDate:2017-05-12 17:00:04

董蕊, 张力为, 彭凯平, 喻丰, 柴方圆. (2013). 自我损耗研究方法述评. 心理科学, 36(4), 994-997.

高科, 李琼, 黄希庭. (2012). 自我控制的能量模型: 证据、质疑和展望. 心理学探新, 32(2), 110-115.

*郭莹. (2012). 执行意向对自控损耗的影响 (硕士学位论文). 北京体育大学.

黎建斌. (2013). 自我控制资源与认知资源相互影响的机制: 整合模型. 心理科学进展, 21(2), 235-242.

李琼, 黄希庭. (2012). 自我控制: 内涵及其机制与展望. 西南大学学报(社会科学版), 38(2), 41-52.

齐晓栋, 张大均. (2014). 中国文化背景下特质自我控制与心理-行为关系的元分析. 西南大学学报(社会科学版), 40(6), 92-97.

孙国晓, 张力为. (2013). 加工效能理论到注意控制理论: 焦虑运动表现的新诠释. 心理科学进展, 21(10), 1851-1864.

谭树华, 许燕, 王芳, 宋婧. (2012). 自我损耗: 理论、影响因素及研究走向. 心理科学进展, 20(5), 715-725.

*吴颖. (2014). 自我损耗对大学生运动员理性冒险行为的影响 (硕士学位论文). 北京体育大学.

项明强, 张力为. (2016). 自我控制的力量模型: 竞技领域中的研究进展. 体育科学, 36(8), 67-78.

阳海英, 张力为. (2015). 社会比较与运动员自我损耗: 自主选择的调节作用. 武汉体育学院学报, 49(8), 57-63.

阳海英, 张力为, 惠悲荷, 陆雯, 张连成. (2015a). 认知失调与大学生运动员自我损耗: 自我肯定的预防作用. 体育科学, 35(5), 29-37.

阳海英, 张力为, 惠悲荷, 陆雯, 张连成. (2015b). 社会比较与运动员自我损耗: 自我肯定的补偿作用. 北京体育大学学报, 38(9), 64-71.

阳海英, 张力为, 张连成, 惠悲荷, 陆雯. (2015). 认知失调与运动员自我损耗: 自我肯定的补偿作用. 天津体育学院学报, 30(3), 249-255.

于斌, 乐国安, 刘惠军. (2013). 自我控制的力量模型. 心理科学进展, 21(7), 1272-1282.

詹鋆, 任俊. (2012). 自我控制与自我控制资源. 心理科学进展, 20(9),1457-1466.

张力为. (2013). 运动员的自我控制: 重要理论及研究进展. 心理科学, 36(3), 515-523.

张力为, 张连成. (2013). 自我损耗的控制: 竞技运动领域的研究与应用. 体育科学, 33(6), 3-13.

*周基营. (2015). 他人成败信息对自我损耗效应的调节作用 (硕士学位论文). 北京体育大学.

周基营, 张力为. (2016). 他人成败信息对认知任务自我损耗效应的调节作用. 体育科学, 36(2), 41-50.

*Alberts, H. J. E. M., Martijn, C., Greb, J., Merckelbach, H., & de Vries, N. K. (2007). Carrying on or giving in: The role of automatic processes in overcoming ego depletion. The British Psychological Society, 46, 383-399.

Baumeister, R. F., Bratslavsky, E., Muraven, M., & Tice, D. M. (1998). Ego depletion: Is the active self a limited resource? Journal of Personality and Social Psychology, 74(5), 1252-1265.

Baumeister, R. F., Heatherton, T. F., & Tice, D. M. (1994). Losing control: How and why people fail at self-regulation. San Diego, CA, US: Academic Press.

Baumeister, R. F., Vohs, K. D., & Tice, D. M. (2007). The strength model of self-control. Current Directions in Psychological Science, 16(6), 351-355.

Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009). Introduction to meta-analysis. Chichester, UK: Wiley.

Bray, S. R., Graham, J. D., & Saville, P. D. (2015). Self-control training leads to enhanced cardiovascular exercise performance. Journal of Sports Sciences, 33(5), 534-543.

*Bray, S. R., Martin Ginis, K. A., Hicks, A. L., & Woodgate, J. (2008). Effects of self-regulatory strength depletion on muscular performance and EMG activation. Psychophysiology, 45(2), 337-343.

*Bray, S. R., Martin Ginis, K. A., & Woodgate, J. (2011). Self-regulatory strength depletion and muscle-endurance performance: A test of the limited-strength model in older adults. Journal of Aging and Physical Activity, 19(3), 177- 188.

*Bray, S. R., Oliver, J. P., Graham, J. D., & Martin Ginis, K. A. (2013). Music, emotion, and self-control: Does listening to uplifting music replenish self-control strength for exercise? Journal of Applied Biobehavioral Research, 18(3), 156- 173.

Carter, E. C., Kofler, L. M., Forster, D. E., & McCullough, M. E. (2015). A series of meta-analytic tests of the depletion effect: Self-control does not seem to rely on a limited resource. Journal of Experimental Psychology General, 144(4), 796-815.

Carter, E. C., & McCullough, M. E. (2013). Is ego depletion too incredible? Evidence for the overestimation of the depletion effect. Behavioral and Brain Sciences, 36(6), 683-684.

Carter, E. C., & McCullough, M. E. (2014). Publication bias and the limited strength model of self-control: Has the evidence for ego depletion been overestimated? Frontiers in Psychology, 5, 823.

*Ciarocco, N. J., Sommer, K. L., & Baumeister, R. F. (2001). Ostracism and ego depletion: The strains of silence. Personality and Social Psychology Bulletin, 27(9), 1156- 1163.

Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). New Jersey: Lawrence Erlbaum Associates.

Cooper, H. M. (1989). Integrating research: A guide for literature reviews (2nd ed.). Thousand Oaks, CA, US: Sage Publications, Inc.

de Ridder, D. T. D., Lensvelt-Mulders, G., Finkenauer, C., Stok, F. M., & Baumeister, R. F. (2012). Taking stock of self-control: A meta-analysis of how trait self-control relates to a wide range of behaviors. Personality and Social Psychology Review, 16(1), 76-99.

*Dorris, D. C., Power, D. A., & Kenefick, E. (2012). Investigating the effects of ego depletion on physical exercise routines of athletes. Psychology of Sport and Exercise, 13(2), 118-125.

Egger, M., Davey Smith, G., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. BMJ, 315(7109), 629-634.

Englert, C. (2016). The strength model of self-control in sport and exercise psychology. Frontiers in Psychology, 7, 314.

*Englert, C., & Bertrams, A. (2012). Anxiety, ego depletion, and sports performance. Journal of Sport and Exercise Psychology, 34(5), 580-599.

Englert, C., & Bertrams, A. (2013). Too exhausted for operation? Anxiety, depleted self-control strength, and perceptual-motor performance. Self and Identity, 12(6), 650-662.

*Englert, C., & Bertrams, A. (2014). The effect of ego depletion on sprint start reaction time. Journal of Sport and Exercise Psychology, 36(5), 506-515.

Englert, C., & Bertrams, A. (2015a). Autonomy as a protective factor against the detrimental effects of ego depletion on tennis serve accuracy under pressure. International Journal of Sport and Exercise Psychology, 13(2), 121- 131.

Englert, C., & Bertrams, A. (2015b). Integrating attentional control theory and the strength model of self-control. Frontiers in Psychology, 6, 824.

*Englert, C., Bertrams, A., Furley, P., & Oudejans, R, R. D. (2015). Is ego depletion associated with increased distractibility? Results from a basketball free throw task. Psychology of Sport and Exercise, 18, 26-31.

*Englert, C., Persaud, B. N., Oudejans, R. R., & Bertrams, A. (2015). The influence of ego depletion on sprint start performance in athletes without track and field experience. Frontiers in Psychology, 6, 1207.

*Englert, C., Zwemmer, K., Bertrams, A., & Oudejans, R. R. D. (2015). Ego depletion and attention regulation under pressure: Is a temporary loss of self-control strength indeed related to impaired attention regulation? Journal of Sport and Exercise Psychology, 37(2), 127-137.

Eysenck, M. W., Derakshan, N., Santos, R., & Calvo, M. G. (2007). Anxiety and cognitive performance: Attentional control theory. Emotion, 7(2), 336-353.

Field, A. P. (2003). The problems in using fixed-effects models of meta-analysis on real-world data. Understanding Statistics, 2(2), 105-124.

*Finkel, E. J., Campbell, W. K., Brunell, A. B., Dalton, A. N., Scarbeck, S. J., & Chartrand, T. L. (2006). High-maintenance interaction: Inefficient social coordination impairs self- regulation. Journal of Personality and Social Psychology, 91(3), 456-475.

*Furley, P., Bertrams, A., Englert, C., & Delphia, A. (2013). Ego depletion, attentional control, and decision making in sport. Psychology of Sport and Exercise, 14(6), 900-904.

Furley, P., Schweizer, G., & Bertrams, A. (2015). The two modes of an athlete: Dual-process theories in the field of sport. International Review of Sport and Exercise Psychology, 8(1), 106-124.

*Geeraert, N., & Yzerbyt, V. Y. (2007). How fatiguing is dispositional suppression? Disentangling the effects of procedural rebound and ego-depletion. European Journal of Social Psychology, 37(2), 216-230.

Goto, T., & Kusumi, T. (2013). How can reward contribute to efficient self-control? Reinforcement of task-defined responses diminishes ego-depletion. Motivation and Emotion, 37(4), 726-732.

Graham, J. D., & Bray, S. R. (2012). Imagery and endurance: Does imagery impair performance by depleting self- control strength? Journal of Imagery Research in Sport and Physical Activity, 7, doi: 10.1515/1932-0191. 1074

*Graham, J. D., & Bray, S. R. (2015). Self-control strength depletion reduces self-efficacy and impairs exercise performance. Journal of Sport and Exercise Psychology, 37(5), 477-488.

Hagger, M. S., Wood, C., Stiff, C., & Chatzisarantis, N. L. D. (2010a). Ego depletion and the strength model of self- control: A meta-analysis. Psychological Bulletin, 136(4), 495-525.

Hagger, M, S., Wood, C., Stiff, C., & Chatzisarantis, N. L. D. (2010b). Self-regulation and self-control in exercise: The strength-energy model. International Review of Sport and Exercise Psychology, 3(1), 62-86.

Higgins, J. P. T., & Green, S. (2011). Cochrane handbook for systematic reviews of interventions Version 5.1.0. The Cochrane Collaboration.

Higgins, J. P. T., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003). Measuring inconsistency in meta-analyses. BMJ, 327(7414), 557-560.

Hill, D. M., Hanton, S., Matthews, N., & Fleming, S. (2010). Choking in sport: A review. International Review of Sport and Exercise Psychology, 3(1), 24-39.

Inzlicht, M., & Berkman, E. (2015). Six questions for the resource model of control (and some answers). Social and Personality Psychology Compass, 9(10), 511-524.

*Inzlicht, M., McKay, L., & Aronson, J. (2006). Stigma as ego depletion. Psychological Science, 17(3), 262-269.

*Martijn, C., Alberts, H. J. E. M., Merckelbach, H., Havermans, R., Huijts, A., & de Vries, N. K. (2007). Overcoming ego depletion: The influence of exemplar priming on self-control performance. European Journal of Social Psychology, 37(2), 231-238.

*Martijn, C., Tenbült, P., Merckelbach, H., Dreezens, E., & De Vries, N. K. (2002). Getting a grip on ourselves: Challenging expectancies about loss of energy after self-control. Social Cognition, 20(6), 441-460.

*Martin Ginis, K. A., & Bray, S. R. (2010). Application of the limited strength model of self-regulation to understanding exercise effort, planning and adherence. Psychology and Health, 25(10), 1147-1160.

*McEwan, D., Martin Ginis, K. A., & Bray, S. R. (2013). The effects of depleted self-control strength on skill-based task performance. Journal of Sport and Exercise Psychology, 35(3), 239-249.

*Muraven, M., & Shmueli, D. (2006). The self-control costs of fighting the temptation to drink. Psychology of Addictive Behaviors, 20(2), 154-160.

*Muraven, M., Tice, D. M., & Baumeister, R. F. (1998). Self-control as a limited resource: Regulatory depletion patterns. Journal of Personality and Social Psychology, 74(3), 774-789.

Orwin, R. G. (1994). Evaluating coding decisions. In H. Cooper & L. V. Hedges (Eds). The Handbook of research synthesis. New York (NY): Russell Sage Foundation.

Reed, W. R., Florax, R. J. G. M., & Poot, J. (2015). A monte carlo analysis of alternative Meta-analysis estimators in the presence of publication bias. Retrieved from http://

Rothstein, H. R., Sutton, A. J., & Borenstein, M. (2005). Publication bias in meta-analysis. In Publication bias in meta-analysis (pp. 1-8). Chichester: John Wiley & Sons, Ltd.

Schmeichel, B. J., & Baumeister, R. F. (2004). Self-regulatory strength. In R. F. Baumeister & K. D. Vohs (Eds.), Handbook of self-regulation: Research, theory, and applications (pp. 84-98). New York, NY, US: Guilford Press.

*Tyler, J. M. (2008). In the eyes of others: Monitoring for relational value cues. Human Communication Research, 34(4), 521-549.

*Tyler, J. M., & Burns, K. C. (2008). After depletion: The replenishment of the self's regulatory resources. Self and Identity, 7(3), 305-321.

*Tyler, J. M., & Burns, K. C. (2009). Triggering conservation of the self's regulatory resources. Basic and Applied Social Psychology, 31(3), 255-266.

Vadillo, M. A., Gold, N., & Osman, M. (2016). The bitter truth about sugar and willpower: The limited evidential value of the glucose model of ego depletion. Psychological Science, 27(9), 1207-1214.

Woodman, T., & Hardy, L. (2003). The relative impact of cognitive anxiety and self-confidence upon sport performance: A meta-analysis. Journal of Sports Sciences, 21(6), 443- 457.

*Wagstaff, C. R. D. (2014). Emotion regulation and sport performance. Journal of Sport and Exercise Psychology, 36(4), 401-412.

*Xu, X., Demos, K. E., Leahey, T. M., Hart, C. N., Trautvetter, J., Coward, P., … Wing, R. R. (2014). Failure to replicate depletion of self-control. PLoS One, 9(10), e109950.

Yarrow, K., Brown, P., & Krakauer, J. W. (2009). Inside the brain of an elite athlete: The neural processes that support high achievement in sports. Nature Reviews Neuroscience, 10(8), 585-596.

Zahn, D., Adams, J., Krohn, J., Wenzel, M., Mann, C. G., Gomille, L. K.,... Kubiak, T. (2016). Heart rate variability and self-control: A meta-analysis. Biological Psychology, 115, 9-26.

*Zhu, Z., Li, J., Zhang, B., Li, Y., & Zhang, H. C. (2015). The effect of motivation and positive affect on ego depletion: Replenishment versus release mechanism. International Journal of Psychology, doi: 10.1002/ijop. 12235