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High-Performance Practice Processes

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  • Guillaume Roels

    (Technology and Operations Management, INSEAD, 77305 Fontainebleau, France)

Abstract

Despite their idiosyncrasies, motor and cognitive learning and endurance sports training have in common that they involve repeated practice. While considerable research has been devoted to the effect of practice on performance, little is known about optimal practice strategies. In this paper, we model the practice process for both skill acquisition and retention, and optimize its profile to maximize performance on a predefined date. For skill acquisition, we find that the optimal process involves multiple phases of practice increase and decrease, yielding U-shaped effort consistent with the principle of distributing practice, and that the transitions between phases are smoother for skills that are easily forgotten (e.g., cognitive skills) than for those that are easily retained (e.g., continuous motor skills). In particular for the latter, an extended period of rest should precede an ultimate high-intensity stress. For skill retention, the optimal practice strategy consists of cycles of either constant effort (for skills that are easily forgotten) or pulsed effort (for skills that are easily retained) consistent with the principle of alternating stress and rest. Our parametric model thus indicates when commonly used high-performance practice strategies are indeed optimal. This paper was accepted by Serguei Netessine, operations management.

Suggested Citation

  • Guillaume Roels, 2020. "High-Performance Practice Processes," Management Science, INFORMS, vol. 66(4), pages 1509-1526, April.
  • Handle: RePEc:inm:ormnsc:v:66:y:2020:i:4:p:1509-1526
    DOI: 10.1287/mnsc.2019.3286
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    References listed on IDEAS

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    1. Maria R. Ibanez & Jonathan R. Clark & Robert S. Huckman & Bradley R. Staats, 2018. "Discretionary Task Ordering: Queue Management in Radiological Services," Management Science, INFORMS, vol. 64(9), pages 4389-4407, September.
    2. Tom Fangyun Tan & Serguei Netessine, 2014. "When Does the Devil Make Work? An Empirical Study of the Impact of Workload on Worker Productivity," Management Science, INFORMS, vol. 60(6), pages 1574-1593, June.
    3. John F. Moxnes & Kjell Hausken, 2008. "The dynamics of athletic performance, fitness and fatigue," Mathematical and Computer Modelling of Dynamical Systems, Taylor & Francis Journals, vol. 14(6), pages 515-533, May.
    4. Luc Wathieu, 1997. "Habits and the Anomalies in Intertemporal Choice," Management Science, INFORMS, vol. 43(11), pages 1552-1563, November.
    5. Sam Aflaki & Ioana Popescu, 2013. "Managing Retention in Service Relationships," Post-Print hal-00960794, HAL.
    6. Manel Baucells & Rakesh K. Sarin, 2007. "Satiation in Discounted Utility," Operations Research, INFORMS, vol. 55(1), pages 170-181, February.
    7. Arnoldo C. Hax & Nicolas S. Majluf, 1982. "Competitive Cost Dynamics: The Experience Curve," Interfaces, INFORMS, vol. 12(5), pages 50-61, October.
    8. Shaul P. Ladany, 1975. "Optimization of Pentathlon Training Plans," Management Science, INFORMS, vol. 21(10), pages 1144-1155, June.
    9. Manel Baucells & Rakesh K. Sarin, 2010. "Predicting Utility Under Satiation and Habit Formation," Management Science, INFORMS, vol. 56(2), pages 286-301, February.
    10. Bradley R. Staats & Francesca Gino, 2012. "Specialization and Variety in Repetitive Tasks: Evidence from a Japanese Bank," Management Science, INFORMS, vol. 58(6), pages 1141-1159, June.
    11. Ioana Popescu & Yaozhong Wu, 2007. "Dynamic Pricing Strategies with Reference Effects," Operations Research, INFORMS, vol. 55(3), pages 413-429, June.
    12. Yori Zwols & Gerard Sierksma, 2009. "OR Practice---Training Optimization for the Decathlon," Operations Research, INFORMS, vol. 57(4), pages 812-822, August.
    13. Taylor, Frederick Winslow, 1911. "The Principles of Scientific Management," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number taylor1911.
    14. Diwas S. Kc & Christian Terwiesch, 2009. "Impact of Workload on Service Time and Patient Safety: An Econometric Analysis of Hospital Operations," Management Science, INFORMS, vol. 55(9), pages 1486-1498, September.
    15. Uday S. Karmarkar & Uma R. Karmarkar, 2014. "Customer Experience and Service Design," Springer Books, in: Enzo Baglieri & Uday Karmarkar (ed.), Managing Consumer Services, edition 127, chapter 7, pages 109-130, Springer.
    16. Javad Nasiry & Ioana Popescu, 2011. "Dynamic Pricing with Loss-Averse Consumers and Peak-End Anchoring," Operations Research, INFORMS, vol. 59(6), pages 1361-1368, December.
    17. Adam Powell & Sergei Savin & Nicos Savva, 2012. "Physician Workload and Hospital Reimbursement: Overworked Physicians Generate Less Revenue per Patient," Manufacturing & Service Operations Management, INFORMS, vol. 14(4), pages 512-528, October.
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