A simple relationship for predicting marathon performance from training: Is it generally applicable?
The aim of this work is to provide further validation of a predictive formula for marathon time performance (MPT) published in 2011. The predictive formula has been correlated with new sample points derived mainly from publicly available data on Strava. The new marathon data points confirm the predictive correlation between mean weekly distance run, mean training pace and marathon performance. The RMSE of 5.4 min for MPT in the 2:47−3:36 (hour:min) range is statistically significant. The extension of the correlation validity for MPT below 2:47 (hour:min) is possible but results are affected by a larger RMSE (9.5 min for MPT). Therefore, the predictive formula for the MPT can be used by coaches and athletes to adjust training programmes and to adopt optimal pace strategies during the marathon race.
Altini, M. & Amft, O. (2018). Estimating running performance combining non-invasive physiological measurements and training patterns in free-living. Proceedings of 40th Annual Int. Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, USA, 2845−48. https://doi.org/10.1109/EMBC.2018.8512924
Barandun, U., Knechtle, B., Knechtle, P., Klipstein, A., Rüst, C.A., Rosemann, T., & Lepers, R. (2012). Running speed during training and percent body fat predict race time in recreational male marathoners. Open Access J. Sports Med. 3: 51–58. https://doi.org/10.2147/OAJSM.S33284
Doherty, C., Keogh, A., Davenport, J., Lawlor, A., Smyth, B., & Caulfield, B. (2020). An evaluation of the training determinants of marathon performance: A meta-analysis with meta-regression. J. Sci. Med. Sport. 23: 182–8. https://doi.org/10.1016/j.jsams.2019.09.013
Esteve-Lanao, J., San Juan, A.F., Earnest, C.P., Foster, C., & Lucia, A. (2005). How do endurance runners actually train? Relationship with competition performance. Med. Science Sports Exe. 2005; 37: 496–504. https://doi.org/10.1249/01.MSS.0000155393.78744.86
Florence, S. & Weir, J.P. (1997). Relationship of critical velocity to marathon running performance. Eur. J. Appl. Physiol. 75: 274−278. https://doi.org/10.1007/s004210050160
Hagan, R.D., Smith, M.G. & Gettman, L.R. (1981). Marathon performance in relation to maximal aerobic power and training indices. Med. Sci. Sports Ex. 13: 185−189. http://dx.doi.org/10.1136/bjsm.21.1.3
Hagan, R.D., Upton, S.J., Duncan, J.J., & Gettman, L.R. (1987). Marathon performance in relation to maximal aerobic power and training indices in female distance runners. Br. J. Sports Med. 21: 3−7. http://dx.doi.org/10.1136/bjsm.21.1.3
Johansson, R.E., Adolph, S.T., Swart, J., & Lambert, M.I. (2020). Accuracy of GPS sport watches in measuring distance in an ultramarathon running race. Int. J. Sports Sci. Coa. 15: 212–219. https://doi.org/10.1177/1747954119899880
Laursen, P.B. (2020). Training for intense exercise performance: high intensity or high-volume training? Scand. J. Med. Sci. Spor. 20: 1–10. https://doi.org/10.1111/j.1600-0838.2010.01184.x
Riegel, P.S. (1981). Athletic records and human endurance. Am. Sci. 69: 285–290.
Slovic, P. (1977). Empirical study of training and performance in the marathon. Res Quart. 48:769−777. https://doi.org/10.1080/10671315.1977.10615491
Tanda, G. (2011). Prediction of marathon performance time on the basis of training indices. J. Hum. Sport Exerc. 6: 511–520. https://doi.org/10.4100/jhse.2011.63.05
Tanda, G. & Knechtle, B. (2013). Marathon performance in relation to body fat percentage and training indices in recreational male runners. Open Access J. Sports Med. 4: 141–149. http://dx.doi.org/10.2147/OAJSM.S44945
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