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Difficult training improves team performance: an empirical case study of US college basketball

Published online by Cambridge University Press:  18 July 2019

HEATHER BARRY KAPPES*
Affiliation:
London School of Economics and Political Science, London, UK
ADAM L. ALTER
Affiliation:
New York University, New York, NY, USA
GRIFFIN S. EDWARDS
Affiliation:
University of Alabama at Birmingham, Birmingham, AL, USA
DAVID J. BERRI
Affiliation:
Southern Utah University, Cedar City, UT, USA
*
*Correspondence to: Heather Barry Kappes, Department of Management, London School of Economics and Political Science, London WC2A 2AE, UK. Email: h.kappes@lse.ac.uk

Abstract

One major challenge facing policy-makers is to design education and workplace training programs that are appropriately challenging. We review previous research that suggests that difficult training is better than easy training. However, surveys we conducted of students and of expert sport coaches showed that many prescribed easy rather than difficult training for those they coached. We analyzed the performance of National Collegiate Athletic Association (NCAA) basketball teams in postseason tournaments to see whether the existing research, largely on individuals in short-term situations, would generalize to teams in the long run. Indeed, playing difficult nonconference (training) games modestly improved performance for NCAA teams in the postseason. Difficult training particularly benefitted teams that lost many nonconference games, and the effect of difficulty was positive within the range of difficulty NCAA teams actually encounter, making it clear that difficult training is superior. We suggest that our results can be generalized beyond sports, although with careful consideration of differences between NCAA basketball teams and other teams that may limit generalizability. These results suggest that policy-makers might consider amplifying the difficulty of team training exercises under certain conditions.

Type
Article
Copyright
Copyright © Cambridge University Press 2019

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References

Alliger, G. M., Cerasoli, C. P., Tannenbaum, S. I. and Vessey, W. B. (2015) ‘Team resilience’, Organizational Dynamics, 44, 176184.CrossRefGoogle Scholar
Alter, A. L., Oppenheimer, D. M., Epley, N. and Eyre, R. N. (2007) ‘Overcoming intuition: metacognitive difficulty activates analytic reasoning’, Journal of Experimental Psychology: General, 136, 569.Google ScholarPubMed
Bandura, A., (1997) Self-efficacy: The exercise of control, Macmillan.Google Scholar
Barch, A. M., Lewis, D. (1954) ‘The effect of task difficulty and amount of practice on proactive transfer’, Journal of experimental psychology, 48, 134.CrossRefGoogle ScholarPubMed
Bjork, E. L., Bjork, R. (2011) ‘Making things hard on yourself, but in a good way’, Psychology in the Real World, 5968.Google Scholar
Bloom, G., Stevens, D. and Wickwire, T. (2003) ‘Expert Coaches’ Perceptions of Team Building’, Journal of Applied Sport Psychology, 15, 129143. https://doi.org/10.1080/10413200305397CrossRefGoogle Scholar
Cohen, S. G., Bailey, D. E. (1997) ‘What makes teams work: Group effectiveness research from the shop floor to the executive suite’, Journal of management, 23, 239290.CrossRefGoogle Scholar
Collins, D., MacNamara, Á. (2012) The rocky road to the top. Sports medicine 42, 907–914.CrossRefGoogle Scholar
Deloitte, (2018) 2018 Global Human Capital Trends.Google Scholar
Drinen, D., (2006) A very simple ranking system» Pro-football-reference.com blog» Blog Archive [www Document]. URL https://www.pro-football-reference.com/blog/index4837.html?p=37.Google Scholar
Duckworth, A. L., Peterson, C., Matthews, M. D. and Kelly, D. R. (2007) ‘Grit: perseverance and passion for long-term goals’, Journal of personality and social psychology, 92, 1087.CrossRefGoogle ScholarPubMed
Fisher, K. M., Lipson, J. I. (1986) ‘Twenty questions about student errors’, Journal of Research in Science Teaching, 23, 783803.CrossRefGoogle Scholar
Garland, H., (1983) ‘Influence of ability, assigned goals, and normative information on personal goals and performance: A challenge to the goal attainability assumption’, Journal of Applied Psychology, 68, 20.CrossRefGoogle Scholar
Gourieroux, C., Monfort, A. and Trognon, A. (1984) ‘Pseudo maximum likelihood methods: Theory’, Econometrica: Journal of the Econometric Society, 681700.CrossRefGoogle Scholar
Gully, S. M., Incalcaterra, K. A., Joshi, A. and Beaubien, J. M. (2002) ‘A meta-analysis of team-efficacy, potency, and performance: interdependence and level of analysis as moderators of observed relationships’, Journal of applied psychology, 87, 819.CrossRefGoogle ScholarPubMed
Hausknecht, J. P., Halpert, J. A., Di Paolo, N. T. and Moriarty Gerrard, M. O. (2007) ‘Retesting in selection: a meta-analysis of coaching and practice effects for tests of cognitive ability’, Journal of Applied Psychology, 92, 373.CrossRefGoogle ScholarPubMed
Hausman, J. A., Hall, B. H. and Griliches, Z. (1984) Econometric models for count data with an application to the patents–R&D relationship, USA, MA: National Bureau of Economic Research Cambridge.CrossRefGoogle Scholar
Heimbeck, D., Frese, M., Sonnentag, S. and Keith, N. (2003) ‘Integrating errors into the training process: The function of error management instructions and the role of goal orientation’, Personnel Psychology, 56, 333361.CrossRefGoogle Scholar
Holding, D. H., (1962) ‘Transfer between difficult and easy tasks’, British Journal of Psychology, 53, 397407.CrossRefGoogle ScholarPubMed
Hsee, C. K., Weber, E. U. (1997) ‘A fundamental prediction error: Self–others discrepancies in risk preference’, Journal of Experimental Psychology: General, 126, 4553. https://doi.org/10.1037/0096-3445.126.1.45CrossRefGoogle Scholar
Katz, N., (2001) ‘Sports teams as a model for workplace teams: Lessons and liabilities’, The Academy of Management Executive, 15, 5667.Google Scholar
Keith, N., Frese, M. (2008) ‘Effectiveness of error management training: a meta-analysis’, Journal of Applied Psychology, 93, 59.CrossRefGoogle ScholarPubMed
Kleingeld, A., van Mierlo, H. and Arends, L. (2011) ‘The effect of goal setting on group performance: A meta-analysis’, Journal of Applied Psychology, 96, 1289.CrossRefGoogle Scholar
Locke, E. A., Latham, G. P. (1990) A theory of goal setting & task performance, Prentice-Hall, Inc.Google Scholar
Neri, D. J., (2017) Gridiron Grit: Angela Duckworth on Excelling in the NFL and Beyond. Behavioral Scientist. URL http://behavioralscientist.org/gridiron-grit-angela-duckworth-excelling-nfl-beyond/.Google Scholar
Pitts, J. D., (2016) ‘Determinants of Success in the National Football League's Postseason: How Important Is Previous Playoff Experience? Journal of Sports Economics, 17, 86111.CrossRefGoogle Scholar
Seery, M. D., Holman, E. A. and Silver, R. C. (2010) ‘Whatever does not kill us: cumulative lifetime adversity, vulnerability, and resilience’, Journal of Personality and Social Psychology, 99, 1025.CrossRefGoogle Scholar
Sitkin, S. B., See, K. E., Miller, C. C., Lawless, M. W. and Carton, A. M. (2011) ‘The paradox of stretch goals: Organizations in pursuit of the seemingly impossible’, Academy of Management Review, 36, 544566.Google Scholar
Sitzmann, T., Ely, K., Brown, K. G. and Bauer, K. N. (2010) ‘Self-assessment of knowledge: A cognitive learning or affective measure? Academy of Management Learning & Education, 9, 169191.CrossRefGoogle Scholar
Soderstrom, N. C., Bjork, R. A. (2015) ‘Learning versus performance: An integrative review’, Perspectives on Psychological Science, 10, 176199.CrossRefGoogle ScholarPubMed
Van der Hoek, M., Groeneveld, S. and Kuipers, B. (2018) ‘Goal setting in teams: Goal clarity and team performance in the public sector’, Review of public personnel administration, 38, 472493.CrossRefGoogle ScholarPubMed
Wooldridge, J. M., (1999) ‘Distribution-free estimation of some nonlinear panel data models’, Journal of Econometrics, 90, 7797.CrossRefGoogle Scholar
Zikmund-Fisher, B. J., Sarr, B., Fagerlin, A. and Ubel, P. A. (2006) ‘A matter of perspective: choosing for others differs from choosing for yourself in making treatment decisions’, Journal of General Internal Medicine, 21, 618622.CrossRefGoogle ScholarPubMed