Optimal Mass Scaling of Power Output for Complex Courses and its Relationship to Time-Trial Performance in Cycling

Authors

  • Marton Horvath Swedish Winter Sports Research Centre, Department of Health Science, Mid Sweden University, Östersund, Sweden
  • Erik Andersson Swedish Winter Sports Research Centre, Department of Health Science, Mid Sweden University, Östersund, Sweden

Keywords:

allometric scaling, critical power, performance prediction, performance analysis, power-duration relationship

Abstract

The allometric scaling of power output is a long-standing topic of debate in cycling research concerning performance prediction. In contrast to previously used test-based approaches, this study employed a numerical method to determine how external forces influence the conversion of power output into race velocity. Time-trial performances of typical elite-level road cyclist models were estimated utilizing the power-duration relationship and normative power data for two recent Grand Tour individual time-trial courses. Optimal body mass exponents were determined based on the estimated average speed of typical cyclists over the respective course sections, their morphological characteristics, and external factors such as incline and wind velocity. Estimated power output expressed in terms of optimally scaled power metrics - namely W/kg0.6068 and W/kg0.4891 - accurately predicted the estimated performance of five typical elite-level cyclists on two recent Grand Tour individual time-trial courses (for both). The study’s findings suggest that optimal mass exponents are course-specific and primarily influenced by the magnitude of headwind relative to the cyclist and the road gradient. Further field-based research is needed to validate the proposed method for determining these optimal mass exponents.

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References

Atkinson, G., Davison, R., Jeukendrup, A., & Passfield, L. (2003). Science and cycling: current knowledge and future directions for research. Journal of sports sciences, 21(9), 767-787.

Heil, D. P. (2005). Body size as a determinant of the 1-h cycling record at sea level and altitude. European Journal of Applied Physiology, 93, 547-554

Jobson, S. A., Woodside, J., Passfield, L., & Nevill, A. M. (2008). Allometric scaling of uphill cycling performance. International journal of sports medicine, 29(09), 753-757.

Leo, P., Spragg, J., Wakefield, J., & Swart, J. (2023). Predictors of cycling performance success: traditional approaches and a novel method to assess performance capacity in U23 road cyclists. Journal of Science and Medicine in Sport, 26(1), 52-57.

Martin, J. C., Milliken, D. L., Cobb, J. E., McFadden, K. L., & Coggan, A. R. (1998). Validation of a mathematical model for road cycling power. Journal of applied biomechanics, 14(3), 276-291.

Nevill, A. M., Jobson, S. A., Davison, R. C. R., & Jeukendrup, A. E. (2006). Optimal power-to-mass ratios when predicting flat and hill-climbing time-trial cycling. European journal of applied physiology, 97, 424-431.

Papakonstantinou, J. M., & Tapia, R. A. (2013). Origin and evolution of the secant method in one dimension. The American Mathematical Monthly, 120(6), 500-517.

Pinot, J., & Grappe, F. (2011). The record power profile to assess performance in elite cyclists. International journal of sports medicine, 32(11), 839-844.

Swain, D. P. (1994). The influence of body mass in endurance bicycling. Medicine and science in sports and exercise, 26(1), 58-63.

Valenzuela, P. L., Muriel, X., van Erp, T., Mateo-March, M., Gandia-Soriano, A., Zabala, M., ... & Pallarés, J. G. (2022). The record power profile of male professional cyclists: normative values obtained from a large database. International journal of sports physiology and performance, 17(5), 701-710.

Published

2025-11-19

How to Cite

Horvath, M., & Andersson, E. P. (2025). Optimal Mass Scaling of Power Output for Complex Courses and its Relationship to Time-Trial Performance in Cycling. Journal of Science and Cycling, 14(2), 11. Retrieved from https://www.jsc-journal.com/index.php/JSC/article/view/1007