Literature DB >> 36229743

Individual physiological responses to changes in shoe bending stiffness: a cluster analysis study on 96 runners.

Mickael Chollet1, Samuel Michelet2, Nicolas Horvais2, Sebastien Pavailler2, Marlene Giandolini2.   

Abstract

BACKGROUND: Shoe longitudinal bending stiffness is known to influence running economy (RE). Recent studies showed divergent results ranging from 3% deterioration to 3% improvement in RE when bending stiffness increases. The variability of these results highlights inter-individual differences. Thus, our purpose was to study the runner-specific metabolic responses to changes in shoe bending stiffness.
METHODS: After assessing their maximal oxygen consumption ([Formula: see text] max) and aerobic speed (MAS) during a first visit, 96 heterogeneous runners performed two treadmill 5 min runs at 75% [Formula: see text] max with two different prototypes of shoes on a second day. Prototypes differed only by their forefoot bending stiffness (17 N/mm vs. 10.4 N/mm). RE and stride kinematics were recorded during each trial. A clustering analysis was computed by comparing the measured RE and the technical measurement error of our gas exchange analyzer to identify functional groups of runners, i.e., responding similarly to footwear interventions. ANOVAs were then computed on biomechanical and morphological variables to compare the functional groups.
RESULTS: Considering the whole sample (n = 96), there was no significant difference in RE between the two conditions. Cluster 1 (n = 29) improves RE in the stiffest condition (2.7 ± 2.1%). Cluster 2 (n = 26) impairs RE in the stiffest condition (2.7 ± 1.3%). Cluster 3 (n = 41) demonstrated no change in RE (0.28 ± 0.65%). Cluster 1 demonstrated 1.7 km·h-1 greater MAS compared to cluster 2 (p = 0.014).
CONCLUSION: The present study highlights that the effect of shoe bending stiffness on RE is runner-specific. High-level runners took advantage of increased bending stiffness, whereas medium-level runners did not. Finally, this study emphasizes the importance of individual response examination to understand the effect of footwear on runner's performance.
© 2022. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.

Entities:  

Keywords:  Footwear; Oxygen consumption; Running; Stiff plate

Year:  2022        PMID: 36229743     DOI: 10.1007/s00421-022-05060-9

Source DB:  PubMed          Journal:  Eur J Appl Physiol        ISSN: 1439-6319            Impact factor:   3.346


  29 in total

1.  Does an increase in energy return and/or longitudinal bending stiffness shoe features reduce the energetic cost of running?

Authors:  Nicolas Flores; Nicolas Delattre; Eric Berton; Guillaume Rao
Journal:  Eur J Appl Physiol       Date:  2018-11-23       Impact factor: 3.078

2.  Metabolic cost of running barefoot versus shod: is lighter better?

Authors:  Jason R Franz; Corbyn M Wierzbinski; Rodger Kram
Journal:  Med Sci Sports Exerc       Date:  2012-08       Impact factor: 5.411

3.  Derivation of formulae used to calculate energy expenditure in man.

Authors:  J M Brockway
Journal:  Hum Nutr Clin Nutr       Date:  1987-11

4.  Is it the shoes? A simple proposal for regulating footwear in road running.

Authors:  Geoffrey T Burns; Nicholas Tam
Journal:  Br J Sports Med       Date:  2019-10-19       Impact factor: 13.800

5.  Dynamic angular stiffness about the metatarsophalangeal joint increases with running speed.

Authors:  Evan M Day; Michael E Hahn
Journal:  Hum Mov Sci       Date:  2019-07-22       Impact factor: 2.161

6.  A Randomized Crossover Study Investigating the Running Economy of Highly-Trained Male and Female Distance Runners in Marathon Racing Shoes versus Track Spikes.

Authors:  Kyle R Barnes; Andrew E Kilding
Journal:  Sports Med       Date:  2019-02       Impact factor: 11.136

7.  Increasing the midsole bending stiffness of shoes alters gastrocnemius medialis muscle function during running.

Authors:  Sasa Cigoja; Jared R Fletcher; Michael Esposito; Darren J Stefanyshyn; Benno M Nigg
Journal:  Sci Rep       Date:  2021-01-12       Impact factor: 4.379

8.  Dynamics of picosecond laser ablation for surgical treatment of colorectal cancer.

Authors:  R J Beck; I Bitharas; D P Hand; T Maisey; A J Moore; M Shires; R R Thomson; N P West; D G Jayne; J D Shephard
Journal:  Sci Rep       Date:  2020-11-20       Impact factor: 4.379

9.  Adding carbon fiber to shoe soles may not improve running economy: a muscle-level explanation.

Authors:  Owen N Beck; Pawel R Golyski; Gregory S Sawicki
Journal:  Sci Rep       Date:  2020-10-13       Impact factor: 4.379

10.  Can changes in midsole bending stiffness of shoes affect the onset of joint work redistribution during a prolonged run?

Authors:  Sasa Cigoja; Jared R Fletcher; Benno M Nigg
Journal:  J Sport Health Sci       Date:  2021-01-10       Impact factor: 13.077

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