Impact of advanced footwear technology on elite men’s in the evolution of road race performance

References

• Barnes, K. R., & Kilding, A. E. (2019). A randomized crossover study investigating the running economy of highly-trained male and female distance runners in marathon racing shoes versus track spikes. Sports Medicine, 49(2), 331–342. https://doi.org/10.1007/s40279-018-1012-3
   PubMed Web of Science ®Google Scholar
• Bermon, S., Garrandes, F., Szabo, A., Berkovics, I., & Adami, P. E. (2021). Effect of advanced shoe technology on the evolution of road race times in male and female elite runners. Frontiers in Sports and Active Living, 3, 1–6. https://doi.org/10.3389/fspor.2021.653173
   Google Scholar
• Berthelot, G., Tafflet, M., El, H. N., Len, S., Escolano, S., Guillaume, M., Nassif, H., Tolaïni, J., Thibault, V., Desgorces, F. D., Hermine, O., & Toussaint, J. -F. (2010). Athlete atypicity on the edge of human achievement: Performances stagnate after the last peak, in 1988. PLoS One, 5(1), 5. https://doi.org/10.1371/journal.pone.0008800
   Web of Science ®Google Scholar
• Berthelot, G., Thibault, V., Tafflet, M., Escolano, S., El Helou, N., Jouven, X., Hermine, O., & Toussaint, J. -F. (2008). The citius end: World records progression announces the completion of a brief ultra-physiological quest. PLoS One, 3(2), 1–5. https://doi.org/10.1371/journal.pone.0001552
   Web of Science ®Google Scholar
• Castellanos-Salamanca, M., Rodrigo-Carranza, V., Rodríguez-Barbero, S., González-Ravé, J. M., Santos-Concejero, J., & González-Mohíno, F. (2023). Effects of the nike zoomx vaporfly next% 2 shoe on long-interval training performance, kinematics, neuromuscular parameters, running power and fatigue. European Journal of Sport Science, 2023, 1–14. https://doi.org/10.1080/17461391.2023.2171907
   Web of Science ®Google Scholar
• Cigoja, S., Firminger, C. R., Asmussen, M. J., Fletcher, J. R., Edwards, W. B., & Nigg, B. M. (2019). Does increased midsole bending stiffness of sport shoes redistribute lower limb joint work during running? Journal of Science and Medicine in Sport / Sports Medicine Australia, 22(11), 1272–1277. https://doi.org/10.1016/j.jsams.2019.06.015
   PubMed Web of Science ®Google Scholar
• Day, E., & Hahn, M. (2020). Optimal footwear longitudinal bending stiffness to improve running economy is speed dependent. Footwear Science, 12(1), 3–13. https://doi.org/10.1080/19424280.2019.1696897
   Web of Science ®Google Scholar
• Denny, M. W. (2008). Limits to running speed in dogs, horses and humans. The Journal of Experimental Biology, 211(24), 3836–3849. https://doi.org/10.1242/jeb.024968
   PubMed Web of Science ®Google Scholar
• Díaz, J. J., Fernández-Ozcorta, E. J., & Santos-Concejero, J. (2018). The influence of pacing strategy on marathon world records. European Journal of Sport Science, 18(6), 781–786. https://doi.org/10.1080/17461391.2018.1450899
   PubMed Web of Science ®Google Scholar
• Durussel, J., Daskalaki, E., Anderson, M., Chatterji, T., Wondimu, D. H., Padmanabhan, N., Patel, R. K., McClure, J. D., & Pitsiladis, Y. P. (2013). Haemoglobin mass and running time trial performance after recombinant human erythropoietin administration in trained men. PLoS One, 8(2), e56151. https://doi.org/10.1371/journal.pone.0056151
   PubMed Web of Science ®Google Scholar
• Frederick, E. C. (2022). Let ’ s just call it advanced footwear technology (AFT). Footwear Science, 14(3), 131. https://doi.org/10.1080/19424280.2022.2127526
   Web of Science ®Google Scholar
• García-Manso, J. M., Martínez-Patiño, M. J., de la Paz Arencibia, L., & Valverde‐esteve, T. (2021). Tactical behavior of high-level male marathon runners. Scandinavian Journal of Medicine and Science in Sports, 31(3), 521–528. https://doi.org/10.1111/sms.13873
   PubMed Web of Science ®Google Scholar
• Haile, D. W., Durussel, J., Mekonen, W., Ongaro, N., Anjila, E., Mooses, M., Daskalaki, E., Mooses, K., Mcclure, J. D., Sutehall, S., & Pitsiladis, Y. P. (2019). Effects of EPO on blood parameters and running performance in Kenyan athletes. Medicine and Science in Sports and Exercise, 51(2), 299–307. https://doi.org/10.1249/MSS.0000000000001777
   PubMed Web of Science ®Google Scholar
• Healey, L. A., & Hoogkamer, W. (2022). Longitudinal bending stiffness does not affect running economy in Nike Vaporfly shoes. Journal of Sport and Health Science, 11(3), 285–292. https://doi.org/10.1016/j.jshs.2021.07.002
   PubMed Web of Science ®Google Scholar
• Hoogkamer, W., Kipp, S., Frank, J. H., Farina, E. M., Luo, G., & Kram, R. (2018). A comparison of the energetic cost of running in marathon racing shoes. Sports Medicine, 48(4), 1009–1019. https://doi.org/10.1007/s40279-017-0811-2
   PubMed Web of Science ®Google Scholar
• Hoogkamer, W., Kipp, S., Spiering, B. A., & Kram, R. (2016). Altered running economy directly translates to altered distance-running performance. Medicine and Science in Sports and Exercise, 48(11), 2175–2180. https://doi.org/10.1249/MSS.0000000000001012
   PubMed Web of Science ®Google Scholar
• Hopkins, W. G., & Hewson, D. J. (2001). Variability of competitive performance of distance runners. Medicine and Science in Sports and Exercise, 33(9), 1588–1592. https://doi.org/10.1097/00005768-200109000-00023
   PubMed Web of Science ®Google Scholar
• Hunter, I., McLeod, A., Valentine, D., Low, T., Ward, J., & Hager, R. (2019). Running economy, mechanics, and marathon racing shoes. Journal of Sports Sciences, 00, 1–7. https://doi.org/10.1080/02640414.2019.1633837
   Web of Science ®Google Scholar
• Jones, A. M., Kirby, B. S., Clark, I. E., Rice, H. M., Fulkerson, E., Wylie, L. J., Wilkerson, D. P., Vanhatalo, A., & Wilkins, B. W. (2020). Physiological demands of running at 2-hour marathon race pace. Journal of Applied Physiology: Respiratory, Environmental and Exercise Physiology, 130(2), 369–379. https://doi.org/10.1152/japplphysiol.00647.2020
   PubMed Web of Science ®Google Scholar
• Joyner, M. J., Ruiz, J. R., & Lucia, A. (2011). The two-hour marathon: Who and when? Journal of Applied Physiology: Respiratory, Environmental and Exercise Physiology, 110(1), 275–277. https://doi.org/10.1152/japplphysiol.00563.2010.Perspectives
   PubMed Web of Science ®Google Scholar
• Kerdok, A. E., Biewener, A. A., McMahon, T. A., Weyand, P. G., & Herr, H. M. (2002). Energetics and mechanics of human running on surfaces of different stiffnesses. Journal of Applied Physiology: Respiratory, Environmental and Exercise Physiology, 92(2), 469–478. https://doi.org/10.1152/japplphysiol.01164.2000
   PubMed Web of Science ®Google Scholar
• Kipp, S., Kram, R., & Hoogkamer, W. (2019). Extrapolating metabolic savings in running: Implications for performance predictions. Frontiers in Physiology, 10, 1–8. https://doi.org/10.3389/fphys.2019.00079
   PubMed Web of Science ®Google Scholar
• Kruse, T. N., Carter, R. E., Rosedahl, J. K., & Joyner, M. J. (2014). Speed trends in male distance running. PLoS One, 9(11), 9–14. https://doi.org/10.1371/journal.pone.0112978
   Web of Science ®Google Scholar
• Luo, G., Stergiou, P., Worobets, J., Nigg, B., & Stefanyshyn, D. (2009). Improved footwear comfort reduces oxygen consumption during running. Footwear Science, 1(1), 25–29. https://doi.org/10.1080/19424280902993001
   Google Scholar
• Muniz-Pardos, B., Sutehall, S., Angeloudis, K., Guppy, F. M., Bosch, A., & Pitsiladis, Y. 2021. Recent improvements in marathon run times are likely technological. Not Physiological Sport Medical. https://doi.org/10.1007/s40279-020-01420-7
   Google Scholar
• Nigg, B. M., Cigoja, S., & Nigg, S. R. (2020a). Effects of running shoe construction on performance in long distance running. Footwear Science, 12(3), 133–138. https://doi.org/10.1080/19424280.2020.1778799
   Web of Science ®Google Scholar
• Nigg, B. M., Cigoja, S., & Nigg, S. R. (2020b). Teeter-totter effect: A new mechanism to understand shoe-related improvements in long-distance running. British Journal of Sports Medicine, 0(9), 1–2. https://doi.org/10.1136/bjsports-2020-102550
   Web of Science ®Google Scholar
• Oh, K., & Park, S. (2017). The bending stiffness of shoes is beneficial to running energetics if it does not disturb the natural MTP joint flexion. Journal of Biomechanics, 53, 127–135. https://doi.org/10.1016/j.jbiomech.2017.01.014
   PubMed Web of Science ®Google Scholar
• Ortega, J. A., Healey, L. A., Swinnen, W., & Hoogkamer, W. (2021). Energetics and biomechanics of running footwear with increased longitudinal bending stiffness: A narrative review. Sports Medicine, 51(5), 873–894. https://doi.org/10.1007/s40279-020-01406-5
   PubMed Web of Science ®Google Scholar
• Pollock, M. L. (1977). Submaximal and maximal working capacity of elite distance runners. Part I: Cardiorespiratory aspects. Annals of the New York Academy of Sciences, 301(1 The Marathon), 310–322. https://doi.org/10.1111/j.1749-6632.1977.tb38209.x
   PubMedGoogle Scholar
• Pontzer, H. (2005). A new model predicting locomotor cost from limb length via force production. The Journal of Experimental Biology, 208(8), 1513–1524. https://doi.org/10.1242/jeb.01549
   PubMed Web of Science ®Google Scholar
• Pontzer, H. (2007). Predicting the energy cost of terrestrial locomotion: A test of the LiMb model in humans and quadrupeds. The Journal of Experimental Biology, 210(3), 484–494. https://doi.org/10.1242/jeb.02662
   PubMed Web of Science ®Google Scholar
• Raichlen, D. A., Armstrong, H., & Lieberman, D. E. (2011). Calcaneus length determines running economy: Implications for endurance running performance in modern humans and Neandertals. Journal of Human Evolution, 60(3), 299–308. https://doi.org/10.1016/j.jhevol.2010.11.002
   PubMed Web of Science ®Google Scholar
• Rodrigo-Carranza, V., González-Mohíno, F., Santos-Concejero, J., & González-Ravé, J. M. (2022). The effects of footwear midsole longitudinal bending stiffness on running economy and ground contact biomechanics: A systematic review and meta-analysis. European Journal of Sport Science, 22(10), 1508–1521. https://doi.org/10.1080/17461391.2021.1955014
   PubMed Web of Science ®Google Scholar
• Rodrigo-Carranza, V., González-Mohíno, F., Santos-Concejero, J., & González-Ravé, J. M. (2020). Influence of shoe mass on performance and running economy in trained runners. Frontiers in Physiology, 11, 1–8. https://doi.org/10.3389/fphys.2020.573660
   PubMed Web of Science ®Google Scholar
• Rodrigo-Carranza, V., González-Mohíno, F., Santos-Concejero, J., & González-Ravé, J. M. (2021). Comment on “A pragmatic approach to resolving technological unfairness: The case of nike’s vaporfly and alphafly running footwear”. Sports Medicine, 7(1), 1–2. https://doi.org/10.1186/s40798-021-00378-8
   Web of Science ®Google Scholar
• Rodrigo-Carranza, V., González-Mohíno, F., Santos Del Cerro, J., Santos-Concejero, J., & González-Ravé, J. M. (2021). Influence of advanced shoe technology on the top 100 annual performances in men’s marathon from 2015 to 2019. Scientific Reports, 11(1), 1–9. https://doi.org/10.1038/s41598-021-01807-0
   PubMed Web of Science ®Google Scholar
• Roy, J. P. R., & Stefanyshyn, D. J. (2006). Shoe midsole longitudinal bending stiffness and running economy, joint energy, and EMG. Medicine and Science in Sports and Exercise, 38(3), 562–569. https://doi.org/10.1249/01.mss.0000193562.22001.e8
   PubMed Web of Science ®Google Scholar
• Senefeld, J. W., Haischer, M. H., Jones, A. M., Wiggins, C. C., Beilfuss, R., Joyner, M. J., & Hunter, S. K. (2021). Technological advances in elite marathon performance. Journal of Applied Physiology: Respiratory, Environmental and Exercise Physiology, 130(6), 2002–2008. https://doi.org/10.1152/japplphysiol.00002.2021
   PubMed Web of Science ®Google Scholar
• Snyder, K. L., Hoogkamer, W., Triska, C., et al. (2020). Effects of course design (curves and elevation undulations) on marathon running performance: A comparison of breaking 2 in monza and the INEOS 1: 59 challenge in vienna. Journal of Sports Sciences, 00(7), 1–6. https://doi.org/10.1080/02640414.2020.1843820
   Web of Science ®Google Scholar
• Stefanyshyn, D., & Nigg, B. M. (2000). Energy aspects associated with sport shoes. Sportverletzung · Sportschaden, 14(3), 82–89. https://doi.org/10.1055/s-2000-7867
   PubMed Web of Science ®Google Scholar
• Takahashi, K. Z., Gross, M. T., Van Werkhoven, H., Piazza, S. J., & Sawicki, G. S. (2016). Adding stiffness to the foot modulates soleus force-velocity behaviour during human walking. Scientific Reports, 6(1), 6. https://doi.org/10.1038/srep29870
   PubMed Web of Science ®Google Scholar
• Tucker, R., & Santos-Concejero, J. (2017). The unlikeliness of an imminent sub-2-hour marathon: Historical trends of the gender gap in running events. International Journal of Sports Physiology and Performance, 12(8), 1017–1022.
   PubMed Web of Science ®Google Scholar
• Willwacher, S., König, M., Braunstein, B., Goldmann, J. -P., & Brüggemann, G. -P. (2014). The gearing function of running shoe longitudinal bending stiffness. Gait & posture, 40(3), 386–390. https://doi.org/10.1016/j.gaitpost.2014.05.005
   PubMed Web of Science ®Google Scholar
• Willwacher, S., König, M., Potthast, W., & Brüggemann, G. -P. (2013). Does specific footwear facilitate energy storage and return at the metatarsophalangeal joint in running? Journal of Applied Biomechanics, 29(5), 583–592. https://doi.org/10.1123/jab.29.5.583
   PubMed Web of Science ®Google Scholar