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Rodrigo-Carranza V, Muñoz de la Cruz V, Hoogkamer W. Influence of Advanced-Footwear-Technology Spikes on Middle- and Long-Distance Running Performance Measures in Trained Runners. Int J Sports Physiol Perform 2025; 20:689-699. [PMID: 40088898 DOI: 10.1123/ijspp.2024-0377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 01/27/2025] [Accepted: 01/28/2025] [Indexed: 03/17/2025]
Abstract
PURPOSE Two new designs of track spikes have recently emerged: spikes with a compliant and resilient midsole foam (eg, polyether block amide [PEBA]) and spikes that combine such modern foam with a carbon fiber plate. We evaluated the effect of these different spikes on running performance measures for middle- and long-distance track events in trained runners. METHODS Fourteen females on a single visit performed six 200-m trials at a self-perceived 800-m race pace in 3 different spike conditions (Control, PEBA, and PEBA + Plate), twice in a mirrored order. Sixteen males completed 4 visits. During each of the first 3 visits, they performed six 200-m trials at a self-perceived 800-m race pace, twice in each condition, followed by a 3000-m time trial in 1 of the 3 spike conditions. During visit 4, participants completed six 4-minute running-economy trials at 5 m/s, twice in each condition. RESULTS At the 800-m race pace, females ran faster in PEBA (2.1%) and PEBA + Plate (2.0%) compared with Control. Males ran faster in PEBA (1.4%) and PEBA + Plate (2.4%) compared with Control and in PEBA + Plate compared with PEBA (1.1%). Similarly, males ran the 3000-m time trial faster in PEBA (1.0%) and PEBA + Plate (2.4%) than in Control. Running economy was better in PEBA (5.1%) and PEBA + Plate (4.0%) than in Control. CONCLUSIONS Compared with traditional spiked shoes, shoes with PEBA foam (both with and without a plate) enhanced distance-running performance measures by 1% to 2% in females and males, with greater benefits in the PEBA + Plate condition in males.
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Affiliation(s)
- Víctor Rodrigo-Carranza
- Integrative Locomotion Laboratory, Department of Kinesiology, University of Massachusetts, Amherst, MA, USA
- Footwear Innovation Production, TempeInditex, Alicante, Spain
| | | | - Wouter Hoogkamer
- Integrative Locomotion Laboratory, Department of Kinesiology, University of Massachusetts, Amherst, MA, USA
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Kettner C, Stetter BJ, Stein T. The effects of different shoe stack heights and running speeds on full-body running coordination: An uncontrolled manifold analysis. J Biomech 2025; 183:112615. [PMID: 40056729 DOI: 10.1016/j.jbiomech.2025.112615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 02/12/2025] [Accepted: 03/03/2025] [Indexed: 03/10/2025]
Abstract
Stack height is a highly discussed key design feature of running shoes but its effects are not well understood. This study analyzed how shoe stack height and running speed influence full-body running coordination and motor variability structure using an uncontrolled manifold (UCM) analysis. The joint angle variability (i.e. elementary variables) was analyzed in terms of its effects on a synergy stabilizing the center of mass (CoM, i.e. performance variable). A total of 17 healthy experienced runners participated and ran at 10 and 15 km/h on a treadmill with three running shoes differing in stack height (H: 50 mm, M: 35 mm, L: 27 mm). The UCM components (UCM||, UCM Ʇ & UCMratio) were compared with statistical parametric mapping rmANOVAs for different shoes and speeds. The shoes did not show significant effects for the three UCM components. With increasing speed from 10 to 15 km/h, the joint angle coordination variability affecting the CoM (UCMꞱ) increased and UCMratio decreased independent of the shoe condition. This indicated that stack height did not influence the motor variability structure. However, independent of the shoes, the variability affecting CoM increased which led to a weakened synergy stabilizing CoM (UCMratio). It can be suggested that the variations in the tested running speeds had a greater impact on the running coordination than those of the tested shoes within the UCM framework.
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Affiliation(s)
- Cagla Kettner
- BioMotion Center, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany.
| | - Bernd J Stetter
- BioMotion Center, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany; Sports Orthopedics, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany.
| | - Thorsten Stein
- BioMotion Center, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany.
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Li J, Wu K, Xu Z, Ye D, Wang J, Suo B, Lu Z, Zhan J, Fu W. Effects of shoe bending stiffness on the coordination variability of lower extremities in alternating jump rope skipping. Sports Biomech 2025:1-16. [PMID: 39980221 DOI: 10.1080/14763141.2025.2467439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 02/10/2025] [Indexed: 02/22/2025]
Abstract
This study aimed to investigate how different longitudinal bending stiffness (LBS) in jump rope shoes affect the coordination variability of lower extremity segments and athletic performance during alternating jump rope skipping (AJRS). Thirty-two elite male athletes performed 30-s AJRS tasks wearing shoes with LBS measured at 3.1 Nm/rad (no-carbon-fibre-plate jump rope shoes, NS), 5.1 Nm/rad (low-stiffness-carbon-fibre-plate jump rope shoes, LS) and 7.6 Nm/rad (high-stiffness-carbon-fibre-plate jump rope shoes, HS). Motion capture tracked lower extremity kinematics. The HS shoes exhibited a more ground contacts in the first stage (p < 0.05) and a shorter average ground contact time (p < 0.05). The HS exhibited a smaller metatarsophalangeal joint (MTPJ) extension angle during 30-44% of the stance phase (p < 0.05), smaller MARP (mean absolute relative phase) of the MTPJ-ankle segments (p < 0.001) and smaller CRP (continuous relative phase) during 24-45% of the stance phase (p < 0.05). Coordination variability of the MTPJ-ankle segments was negatively correlated with the number of ground contacts during AJRS (p < 0.01, adjust R2 = 0.192). HS could provide enhanced stability by reducing coordination variability and enhance performance during the first stage in ARJS. These findings could provide insights for guiding future research and development in jump rope shoe design.
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Affiliation(s)
- Jun Li
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
- School of Health and Nursing, Wuxi Taihu University, Wuxi, China
| | - Kaicheng Wu
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| | - Zhen Xu
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| | - Dongqiang Ye
- Innovation and Development Department, Shanghai Warrior Shoes Co. Ltd, Shanghai, China
| | - Jichao Wang
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| | - Bokai Suo
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| | - Zeyu Lu
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| | - Jianglong Zhan
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| | - Weijie Fu
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
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Xu Y, Zhu C, Fang Y, Lu Z, Song Y, Hu C, Sun D, Gu Y. The effects of different carbon-fiber plate shapes in shoes on lower limb biomechanics following running-induced fatigue. Front Bioeng Biotechnol 2025; 13:1539976. [PMID: 40008032 PMCID: PMC11850346 DOI: 10.3389/fbioe.2025.1539976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Accepted: 01/24/2025] [Indexed: 02/27/2025] Open
Abstract
Different shapes of carbon-fiber plates (CFPs) are likely to affect lower limb biomechanics, particularly under conditions of running-induced fatigue, and potentially impact runners' performance and risk of injury. However, no studies have yet elucidated the precise effects of CFP shapes on the lower limb biomechanical characteristics subsequent to running-induced fatigue. The purpose of this study was to investigate the effects of different CFP shapes in running shoes on the lower limb biomechanics of runners following running-induced fatigue. 12 male runners (aged 21.8 ± 1.3 years, mass 59.1 ± 4.1 kg, height 168.9 ± 2.2 cm, weekly running distance 68.8 ± 5.5 km/week) were recruited for this study. Two-way repeated measures ANOVA was used to compare kinematic and kinetic data, while SPM (Statistical Parametric Mapping) was used to assess the activation levels of lower limb muscles. Compared to wearing flat CFP shoes ("Flat"), wearing curved CFP shoes ("Curve") resulted in a significant reduction in the hip (p = 0.034) and knee contact angle (p < 0.000), as well as a significant decrease in the hip flexion moment (p = 0.008). The activation level of the tibialis anterior (TA) was significantly higher when wearing "Curve" in pre-fatigue compared to "Flat", whereas the opposite was observed post-fatigue. The curved CFP altered the bending angle of the forefoot, thereby significantly reducing the joint angles and joint moments of the hip and knee.
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Affiliation(s)
- Yufan Xu
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Chengyuan Zhu
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Yufei Fang
- Department of Radiology, Ningbo No. 2 Hospital, Ningbo, China
| | - Zhenghui Lu
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Faculty of Engineering, University of Pannonia, Veszprem, Hungary
- Department of Material Science and Technology, Audi Hungaria Faculty of Automotive Engineering, Széchenyi István University, Győr, Hungary
| | - Yang Song
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Chen Hu
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Dong Sun
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China
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Bernuz B, Laujac S, Sirial C, Auffret S, Preda C, Slawinski J, Millot B, Pradon D, Coudrat L, Gavarry O. Effect of Advanced Footwear Technology Spikes on Sprint Acceleration: A Multiple N-of-1 Trial. SPORTS MEDICINE - OPEN 2024; 10:92. [PMID: 39214886 PMCID: PMC11364731 DOI: 10.1186/s40798-024-00758-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 07/27/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND In contrast with Advanced Footwear Technology-AFT running shoes for long-distance, little is known about AFT sprint spikes on performance and acceleration parameters. However, their use has become widespread since the Tokyo 2020 Olympics, and knowledge of their effects would seem to be an essential starting point before any clinical or socio-economic considerations. OBJECTIVES Our objectives were to determine intra- and inter-subject sprinting performance modifications with Nike® AFT spikes (NAS) compared to standard spiked-shoes (SS). METHODS Healthy regional to national sprint athletes (n = 21, ≥ 750 pts World Athletics) performed 16 repetitions of 30-m sprints with either the NAS or SS condition during a single session, based on the multiple N-of-1 method, with pairwise randomisation and double-blind procedure. Time on 30-m sprints (Stalker radar), force-velocity profile (F0, V0, Vmax, Pmax, RF, DRF and FVP slope), and confounding factors (wind and shoe mass) were measured. Statistical analyses included a mixed linear regression model for group analyses, and randomisation test inversion and non-overlap-of-all-pair (NAP) methods for intra-individual analysis. RESULTS NAS improved 30-m time by a mean of - 0.02 s (SMD = 0.4, p = 0.014), with no interaction with any confounding factors. Significant changes were seen in velocity (Vmax : SMD = 0.9, p < 0.001; V0: SMD = 0.7, p < 0.001) and the horizontal ratio of force (RFmax: SMD = 0.5, p = 0.043), with no changes observed in force production. Whatever the footwear, one unit of positive wind (+ 1 m.s- 1 ) improved performance by - 0.03 s (p < 0.001). At an individual level, four athletes improved (NAP ≥ 0.69), and one had a statistical decrease in performance. Changes in F-V profiles were largely individual. CONCLUSIONS A positive effect on sprint acceleration characteristics was observed when using Nike® AFT spikes, due to an increase in velocity and the horizontal ratio of force. A major variability in inter-individual response justifies single-case experimental designs for research on the topic. TRIAL REGISTRATION NUMBER NCT05881148.
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Affiliation(s)
- Benjamin Bernuz
- Physical Medicine and Rehabilitation Departement, Neuro-Locomotor Day Hospital Unit, Leon Berard Hospital, Hyères, France.
| | - Steven Laujac
- DRCI, Centre Hospitalier Intercommunal Toulon-La Seyne sur Mer, Hôpital Sainte Musse, Toulon, France
| | - Cedric Sirial
- Les Fleurs Physiotherapy Center and Performance Division, Ollioules, France
- Athletic Beaussetan Club, French Athletics Federation (FFA), Comité du Var d'athlétisme, Toulon, France
| | - Stephane Auffret
- Athletic Beaussetan Club, French Athletics Federation (FFA), Comité du Var d'athlétisme, Toulon, France
| | - Cristian Preda
- Biostatistics Department, Delegation for Clinical Research and Innovation, Lille Catholic Hospitals, GHICL, Lomme, France
| | - Jean Slawinski
- Laboratory Sport-Expertise and Performance (EA 7370), Research Department, French Institute of Sport (INSEP), Paris, France
| | - Benjamin Millot
- Laboratory Sport-Expertise and Performance (EA 7370), Research Department, French Institute of Sport (INSEP), Paris, France
- French Athletics Federation (FFA), Paris, France
| | - Didier Pradon
- Pole Parasport - ISPC Synergies, UMR 1179 End:icap, INSERM Université Versailles-St-Quentin, CHU Raymond Poincaré, APHP, Garches, France
| | - Laure Coudrat
- Physical Medicine and Rehabilitation Departement, Neuro-Locomotor Day Hospital Unit, Leon Berard Hospital, Hyères, France
- Laboratory « Impact of Physical Activity on Health » (201723207F), University of Toulon, La Garde, France
| | - Olivier Gavarry
- Physical Medicine and Rehabilitation Departement, Neuro-Locomotor Day Hospital Unit, Leon Berard Hospital, Hyères, France
- Laboratory « Impact of Physical Activity on Health » (201723207F), University of Toulon, La Garde, France
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Miyazaki T, Aimi T, Yamada Y, Nakamura Y. Curved carbon plates inside running shoes modified foot and shank angular velocity improving mechanical efficiency at the ankle joint. J Biomech 2024; 172:112224. [PMID: 38971114 DOI: 10.1016/j.jbiomech.2024.112224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 06/29/2024] [Accepted: 07/02/2024] [Indexed: 07/08/2024]
Abstract
Recent technologically advanced running shoes have been designed with higher stack height and curved carbon plate-reinforced toe springs to enhance running performance. The purpose of this study was to examine how curved carbon-plate reinforcement modulated mechanical efficiency at the ankle joint during the running stance phase. We prepared two footwear conditions: Non and Carbon, both had a 3D-printed midsole (40-mm heel thickness). A full-length curved carbon plate was inserted along the toe spring in Carbon. The participants included 14 non-rearfoot long-distance athletes. They were required to run at a speed of 12 km/h on a 20-m runway with both shoes. Mechanical-energy expenditure (MEE, indicating mechanical work) and compensation (MEC, indicating mechanical efficiency) were calculated in the following mechanical-energy transfer phases: concentric, eccentric, and no-transfer. Running with Carbon exhibited improved MEC and reduced MEE at the ankle joint during the concentric transfer phase than with Non. The improvement in the concentric MEC at the ankle joint indicates that a larger amount of mechanical energy is transferred from the shank into the foot segment that compensates for the force exerted by the plantar flexor muscles, which implies more mechanically efficient plantarflexion movement. As the ankle joint is the largest energetic contributor in the running stance phase, greater MEC and lower MEE and torque at the ankle joint could improve running performance. Hence, the curved carbon plate may be a key feature of advanced footwear technology.
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Affiliation(s)
- Tomohiro Miyazaki
- Graduate School of Health and Sports Science, Doshisha University, Kyoto, Japan.
| | - Takayuki Aimi
- Graduate School of Health and Sports Science, Doshisha University, Kyoto, Japan; Japan Society for the Promotion of Science, Tokyo, Japan.
| | - Yugo Yamada
- School of Environment and Society, Tokyo Institute of Technology, Tokyo, Japan.
| | - Yasuo Nakamura
- Faculty of Health and Sports Science, Doshisha University, Kyoto, Japan.
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Lu R, Chen H, Huang J, Ye J, Gao L, Liu Q, Quan W, Gu Y. Biomechanical Investigation of Lower Limbs during Slope Transformation Running with Different Longitudinal Bending Stiffness Shoes. SENSORS (BASEL, SWITZERLAND) 2024; 24:3902. [PMID: 38931685 PMCID: PMC11207841 DOI: 10.3390/s24123902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 06/06/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND During city running or marathon races, shifts in level ground and up-and-down slopes are regularly encountered, resulting in changes in lower limb biomechanics. The longitudinal bending stiffness of the running shoe affects the running performance. PURPOSE This research aimed to investigate the biomechanical changes in the lower limbs when transitioning from level ground to an uphill slope under different longitudinal bending stiffness (LBS) levels in running shoes. METHODS Fifteen male amateur runners were recruited and tested while wearing three different LBS running shoes. The participants were asked to pass the force platform with their right foot at a speed of 3.3 m/s ± 0.2. Kinematics data and GRFs were collected synchronously. Each participant completed and recorded ten successful experiments per pair of shoes. RESULTS The range of motion in the sagittal of the knee joint was reduced with the increase in the longitudinal bending stiffness. Positive work was increased in the sagittal plane of the ankle joint and reduced in the keen joint. The negative work of the knee joint increased in the sagittal plane. The positive work of the metatarsophalangeal joint in the sagittal plane increased. CONCLUSION Transitioning from running on a level surface to running uphill, while wearing running shoes with high LBS, could lead to improved efficiency in lower limb function. However, the higher LBS of running shoes increases the energy absorption of the knee joint, potentially increasing the risk of knee injuries. Thus, amateurs should choose running shoes with optimal stiffness when running.
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Affiliation(s)
- Runhan Lu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (R.L.); (J.H.); (J.Y.); (Q.L.)
| | - Hairong Chen
- Doctoral School on Safety and Security Sciences, Óbuda University, 1034 Budapest, Hungary;
- Faculty of Engineering, University of Szeged, 6724 Szeged, Hungary
| | - Jialu Huang
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (R.L.); (J.H.); (J.Y.); (Q.L.)
| | - Jingyi Ye
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (R.L.); (J.H.); (J.Y.); (Q.L.)
| | - Lidong Gao
- Department of Material Science and Technology, Audi Hungaria Faculty of Automotive Engineering, Széchenyi István University, 9026 Győr, Hungary;
| | - Qian Liu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (R.L.); (J.H.); (J.Y.); (Q.L.)
- Doctoral School on Safety and Security Sciences, Óbuda University, 1034 Budapest, Hungary;
- Faculty of Engineering, University of Szeged, 6724 Szeged, Hungary
| | - Wenjing Quan
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (R.L.); (J.H.); (J.Y.); (Q.L.)
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (R.L.); (J.H.); (J.Y.); (Q.L.)
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Song Y, Cen X, Sun D, Bálint K, Wang Y, Chen H, Gao S, Bíró I, Zhang M, Gu Y. Curved carbon-plated shoe may further reduce forefoot loads compared to flat plate during running. Sci Rep 2024; 14:13215. [PMID: 38851842 PMCID: PMC11162459 DOI: 10.1038/s41598-024-64177-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 06/05/2024] [Indexed: 06/10/2024] Open
Abstract
Using a curved carbon-fiber plate (CFP) in running shoes may offer notable performance benefit over flat plates, yet there is a lack of research exploring the influence of CFP geometry on internal foot loading during running. The objective of this study was to investigate the effects of CFP mechanical characteristics on forefoot biomechanics in terms of plantar pressure, bone stress distribution, and contact force transmission during a simulated impact peak moment in forefoot strike running. We employed a finite element model of the foot-shoe system, wherein various CFP configurations, including three stiffnesses (stiff, stiffer, and stiffest) and two shapes (flat plate (FCFP) and curved plate (CCFP)), were integrated into the shoe sole. Comparing the shoes with no CFP (NCFP) to those with CFP, we consistently observed a reduction in peak forefoot plantar pressure with increasing CFP stiffness. This decrease in pressure was even more notable in a CCFP demonstrating a further reduction in peak pressure ranging from 5.51 to 12.62%, compared to FCFP models. Both FCFP and CCFP designs had a negligible impact on reducing the maximum stress experienced by the 2nd and 3rd metatarsals. However, they greatly influenced the stress distribution in other metatarsal bones. These CFP designs seem to optimize the load transfer pathway, enabling a more uniform force transmission by mainly reducing contact force on the medial columns (the first three rays, measuring 0.333 times body weight for FCFP and 0.335 for CCFP in stiffest condition, compared to 0.373 in NCFP). We concluded that employing a curved CFP in running shoes could be more beneficial from an injury prevention perspective by inducing less peak pressure under the metatarsal heads while not worsening their stress state compared to flat plates.
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Affiliation(s)
- Yang Song
- Research Academy of Medicine Combining Sports, Ningbo No.2 Hospital, Ningbo, China
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - Xuanzhen Cen
- Doctoral School on Safety and Security Sciences, Óbuda University, Budapest, Hungary
- Faculty of Engineering, University of Szeged, Szeged, Hungary
| | - Dong Sun
- Research Academy of Medicine Combining Sports, Ningbo No.2 Hospital, Ningbo, China
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Kovács Bálint
- Research Academy of Medicine Combining Sports, Ningbo No.2 Hospital, Ningbo, China
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Department of Kinesiology, Hungarian University of Sports Science, Budapest, Hungary
| | - Yan Wang
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - Hairong Chen
- Doctoral School on Safety and Security Sciences, Óbuda University, Budapest, Hungary
- Faculty of Engineering, University of Szeged, Szeged, Hungary
| | - Shunxiang Gao
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - István Bíró
- Doctoral School on Safety and Security Sciences, Óbuda University, Budapest, Hungary
- Faculty of Engineering, University of Szeged, Szeged, Hungary
| | - Ming Zhang
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - Yaodong Gu
- Research Academy of Medicine Combining Sports, Ningbo No.2 Hospital, Ningbo, China.
- Doctoral School on Safety and Security Sciences, Óbuda University, Budapest, Hungary.
- Faculty of Sports Science, Ningbo University, Ningbo, China.
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Rodrigo-Carranza V, Hoogkamer W, González-Ravé JM, González-Mohíno F. Relationship Between Advanced Footwear Technology Longitudinal Bending Stiffness and Energy Cost of Running. Scand J Med Sci Sports 2024; 34:e14687. [PMID: 38923087 DOI: 10.1111/sms.14687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/13/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024]
Abstract
INTRODUCTION/PURPOSE Shoe longitudinal bending stiffness (LBS) is often considered to influence running economy (RE) and thus, running performance. However, previous results are mixed and LBS levels have not been studied in advanced footwear technology (AFT). The purpose of this study was to evaluate the effects of increased LBS from curved carbon fiber plates embedded within an AFT midsole compared to a traditional running shoe on RE and spatiotemporal parameters. METHODS Twenty-one male trained runners completed three times 4 min at 13 km/h with two experimental shoe models with a curved carbon fiber plate embedded in an AFT midsole with different LBS values (Stiff: 35.5 N/mm and Stiffest: 43.1 N/mm), and a Control condition (no carbon fiber plate: 20.1 N/mm). We measured energy cost of running (W/kg) and spatiotemporal parameters in one visit. RESULTS RE improved for the Stiff shoe condition (15.71 ± 0.95 W/kg; p < 0.001; n2 = 0.374) compared to the Control condition (16.13 ± 1.08 W/kg; 2.56%) and Stiffest condition (16.03 ± 1.19 W/kg; 1.98%). However, we found no significant differences between the Stiffest and Control conditions. Moreover, there were no spatiotemporal differences between shoe conditions. CONCLUSION Changes in LBS in AFT influences RE suggesting that moderately stiff shoes have the most effective LBS to improve RE in AFT compared to very stiff shoes and traditional, flexible shoe conditions while running at 13 km/h.
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Affiliation(s)
- Víctor Rodrigo-Carranza
- Sports Performance Research Group (GIRD), University of Castilla-La Mancha, Toledo, Spain
- Integrative Locomotion Laboratory, Department of Kinesiology, University of Massachusetts, Amherst, Massachusetts, USA
| | - Wouter Hoogkamer
- Integrative Locomotion Laboratory, Department of Kinesiology, University of Massachusetts, Amherst, Massachusetts, USA
| | | | - Fernando González-Mohíno
- Sports Performance Research Group (GIRD), University of Castilla-La Mancha, Toledo, Spain
- Facultad de Ciencias de la Vida y de la Naturaleza, Universidad Nebrija, Madrid, Spain
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10
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Barrons ZB, Rodrigo-Carranza V, Bertschy M, Hoogkamer W. The Fallacy of Single Trials: The Need for Multiple Trials in Assessing Running Economy Responses in Advanced Footwear Technology. Sports Med 2024; 54:1357-1360. [PMID: 38407747 DOI: 10.1007/s40279-023-01991-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/21/2023] [Indexed: 02/27/2024]
Abstract
In the quest to uncover the underlying mechanisms responsible for the performance-enhancing benefits imparted by advanced footwear technology (AFT), footwear researchers are employing an individual-level approach. In doing so, they hope to unveil individual-specific responses to AFT otherwise masked by a group-level approach. Classifying an individual's response on the basis of running economy (RE) is a logical strategy given that the intended purpose of AFT is to enhance performance; however, caution should be taken when doing so. Metabolic measurement devices are far from perfect, and given the known errors associated with metabolic measurements we would like to reiterate a suggestion first made 40 years ago: when seeking to quantify the interindividual variability of improvement in RE associated with running in AFT, the best practice is to rely on a minimum of two same-day measurements of RE.
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Affiliation(s)
- Zach B Barrons
- Integrative Locomotion Laboratory, Department of Kinesiology, University of Massachusetts, Amherst, MA, USA.
| | - Victor Rodrigo-Carranza
- Integrative Locomotion Laboratory, Department of Kinesiology, University of Massachusetts, Amherst, MA, USA
- Sports Performance Research Group (GIRD), University of Castilla-La Mancha, Toledo, Spain
| | - Montgomery Bertschy
- Integrative Locomotion Laboratory, Department of Kinesiology, University of Massachusetts, Amherst, MA, USA
| | - Wouter Hoogkamer
- Integrative Locomotion Laboratory, Department of Kinesiology, University of Massachusetts, Amherst, MA, USA
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11
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Mason J, Starc L, Morin JB, McClelland EL, Zech A. Can the recent sex-specific evolutions in elite running performances be attributed to advanced footwear technology? Front Sports Act Living 2024; 6:1386627. [PMID: 38807616 PMCID: PMC11130513 DOI: 10.3389/fspor.2024.1386627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 05/02/2024] [Indexed: 05/30/2024] Open
Abstract
Recent improvements in elite running performances across all distances have been largely attributed to the introduction of advanced footwear technology (AFT), which features a curved and stiff plate working synergistically with a new generation of midsole foams demonstrating enhanced resilience and compliance. These recent improvements appear to be considerably more pronounced in women's events, highlighted by improvements in road racing world records by an average of 3.7% (range: 2.6%-5.2%) compared to mean progressions of 1.5% (range: 1.3%-1.9%) in the same men's events. Although there is a growing body of research investigating the mechanisms underpinning running performance enhancements derived from AFT, there remains no explanation for potential sex-based differences in their benefits. We overview the currently available evidence and highlight why the recent direction of AFT research provides a barrier to progress by focusing primarily on male athletes. We subsequently provide our perspective on why women may be benefiting from the new generation of shoes more than men, suggest potential mechanisms leading to hypotheses that need to be further investigated in upcoming studies, and finally propose that factors outside of footwear innovation may have concurrently driven the recently observed performance evolutions.
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Affiliation(s)
- Joel Mason
- Department of Human Movement Science and Exercise Physiology, Institute for Sport Science, Friedrich Schiller University Jena, Jena, Germany
| | - Laura Starc
- School of Behavioural and Health Sciences, Australian Catholic University, Strathfield, NSW, Australia
| | - Jean-Benoit Morin
- Inter-University Laboratory of Human Movement Biology, University Jean Monnet Saint-Etienne, Saint-Etienne, France
| | - Emily L. McClelland
- Locomotor Performance Laboratory, Department of Nursing & Health Sciences, Texas Christian University, Fort Worth, TX, United States
| | - Astrid Zech
- Department of Human Movement Science and Exercise Physiology, Institute for Sport Science, Friedrich Schiller University Jena, Jena, Germany
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12
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Engel FA, Zehnter F, Yona T, Mai P, Willwacher S, Düking P, Sperlich B. Acute physiological, biomechanical, and perceptual responses of runners wearing downward-curved carbon fiber insoles. Front Sports Act Living 2024; 6:1340154. [PMID: 38645727 PMCID: PMC11026664 DOI: 10.3389/fspor.2024.1340154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 03/18/2024] [Indexed: 04/23/2024] Open
Abstract
In a randomized controlled cross-over study ten male runners (26.7 ± 4.9 years; recent 5-km time: 18:37 ± 1:07 min:s) performed an incremental treadmill test (ITT) and a 3-km time trial (3-km TT) on a treadmill while wearing either carbon fiber insoles with downwards curvature or insoles made of butyl rubber (control condition) in light road racing shoes (Saucony Fastwitch 9). Oxygen uptake, respiratory exchange ratio, heart rate, blood lactate concentration, stride frequency, stride length and time to exhaustion were assessed during ITT. After ITT, all runners rated their perceived exertion, perceived shoe comfort and perceived shoe performance. Running time, heart rate, blood lactate levels, stride frequency and stride length were recorded during, and shoe comfort and shoe performance after, the 3-km TT. All parameters obtained during or after the ITT did not differ between the two conditions [range: p = 0.188 to 0.948 (alpha value: 0.05); Cohen's d = 0.021 to 0.479] despite the rating of shoe comfort showing better scores for the control insoles (p = 0.001; d = -1.646). All parameters during and after the 3-km TT showed no differences (p = 0.200 to 1.000; d = 0.000 to 0.501) between both conditions except for shoe comfort showing better scores for control insoles (p = 0.017; d = -0.919). Running with carbon fiber insoles with downwards curvature did not change running performance or any submaximal or maximal physiological or biomechanical parameter and perceived exertion compared to control condition. Shoe comfort is impaired while running with carbon fiber insoles. Wearing carbon fiber insoles with downwards curvature during treadmill running is not beneficial when compared to running with control insoles.
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Affiliation(s)
- Florian A. Engel
- Integrative and Experimental Exercise Science and Training, University of Würzburg, Würzburg, Germany
| | - Frank Zehnter
- Integrative and Experimental Exercise Science and Training, University of Würzburg, Würzburg, Germany
| | - Tomer Yona
- Department of Biomedical Engineering, Technion Israel Institute of Technology, Haifa, Israel
| | - Patrick Mai
- Department of Mechanical and Process Engineering, Offenburg University of Applied Sciences, Offenburg, Germany
| | - Steffen Willwacher
- Department of Mechanical and Process Engineering, Offenburg University of Applied Sciences, Offenburg, Germany
| | - Peter Düking
- Department of Sports Science and Movement Pedagogy, Technische Universität Braunschweig, Braunschweig, Germany
| | - Billy Sperlich
- Integrative and Experimental Exercise Science and Training, University of Würzburg, Würzburg, Germany
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13
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Willwacher S, Mai P, Helwig J, Hipper M, Utku B, Robbin J. Does Advanced Footwear Technology Improve Track and Road Racing Performance? An Explorative Analysis Based on the 100 Best Yearly Performances in the World Between 2010 and 2022. SPORTS MEDICINE - OPEN 2024; 10:14. [PMID: 38332220 PMCID: PMC10853158 DOI: 10.1186/s40798-024-00683-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 01/31/2024] [Indexed: 02/10/2024]
Abstract
Advanced footwear technology (AFT) is currently being debated in sports. There is a direct evidence that distance running in AFT improves running economy. In addition, there is indirect evidence from competition performance for improved running performance from using AFTs in middle- and long-distance running and sprinting events. However, the extent to which world-class performance is affected across the full range of track and road racing events between genders has not been systematically analyzed. This study examined publicly available performance datasets of annual best track and road performances for evidence of potential systematic performance effects following the introduction of AFT. The analysis was based on the 100 best performances per year for men and women in outdoor events from 2010 to 2022, provided by the world governing body of athletics (World Athletics). We found evidence of progressing improvements in track and road running performances after the introduction of AFT for road races in 2016 and AFT for track racing in 2019. This evidence is more pronounced for distances longer than 1500 m in women and longer than 5000 m in men. Women seem to benefit more from AFT in distance running events than men. For the sprint events (100 m to 400 m hurdles), the peak performance gains in 2021 and 2022 compared to the pre-AFT period ranged from 0.6 to 1.1% and from 0.4 to 0.7% for women and men, respectively. For middle-distance events (400 m to 3000 m steeplechase), peak performance gains ranged from 0.6 to 1.9% and from 0.6 to 0.7% for women and men, respectively. For distances from 5000 m to the marathon, performance gains ranged from 2.2% to 3.5% and 0.7% to 1.4% for women and men, respectively. While the observational study design limits causal inference, this study provides a database on potential systematic performance effects after introducing advanced shoes/spikes in track and road running events in world-class athletes. Further research is needed to examine the underlying mechanisms and, in particular, potential gender differences in the performance effects of AFT.
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Affiliation(s)
- Steffen Willwacher
- Institute of Advanced Biomechanics and Motion Studies, Offenburg University of Applied Sciences, Campus West, Max-Planck-Str. 1, 77656, Offenburg, Germany.
| | - Patrick Mai
- Institute of Advanced Biomechanics and Motion Studies, Offenburg University of Applied Sciences, Campus West, Max-Planck-Str. 1, 77656, Offenburg, Germany
| | - Janina Helwig
- Institute of Advanced Biomechanics and Motion Studies, Offenburg University of Applied Sciences, Campus West, Max-Planck-Str. 1, 77656, Offenburg, Germany
| | - Markus Hipper
- Institute of Advanced Biomechanics and Motion Studies, Offenburg University of Applied Sciences, Campus West, Max-Planck-Str. 1, 77656, Offenburg, Germany
| | - Burkay Utku
- Institute of Advanced Biomechanics and Motion Studies, Offenburg University of Applied Sciences, Campus West, Max-Planck-Str. 1, 77656, Offenburg, Germany
| | - Johanna Robbin
- Institute of Advanced Biomechanics and Motion Studies, Offenburg University of Applied Sciences, Campus West, Max-Planck-Str. 1, 77656, Offenburg, Germany
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14
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Rodríguez-Barbero S, González-Mohíno F, González Ravé JM, Rodrigo-Carranza V, Juárez Santos-García D. Reliability and validity of three portable devices for quantifying spatiotemporal parameters in runners of different athletic abilities during treadmill running. Sports Biomech 2024:1-16. [PMID: 38190252 DOI: 10.1080/14763141.2023.2298960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 12/04/2023] [Indexed: 01/10/2024]
Abstract
This study aimed to evaluate the validity and reliability of a wearable device and a phone application for measuring spatiotemporal parameters and their relationship with running economy (RE) by comparing them with photocell data in runners of different abilities. Twenty-three male runners were divided into well-trained and recreational groups and performed a 4-min running bout at 17 and 13 km·h-1 respectively. During the bout, were measured the spatiotemporal parameters with three devices (Stryd, Runmatic, and Optojump) and RE with a gas analyser. Pearson correlation showed perfect relationships for stride frequency (SF) and stride length (SL) between the devices, and moderate for flight time (FT) and contact time (CT). There were no correlations between the spatiotemporal parameters and RE measurements. Coefficient of variation was ~ 5% in all devices for CT, SF, and SL, and higher for FT (15-24%). CT was underestimated (15-16% with Runmatic and Stryd, respectively) and FT was overestimated (36-40%) compared to Optojump. Bland-Altman plots revealed that Runmatic could be a more accurate system than Stryd. In conclusion, both devices were valid tools for measuring spatiotemporal parameters during running at RE speed. Runmatic was more valid and reliable in comparison with Stryd. In addition, at lower running speeds the devices showed less reliability.
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Affiliation(s)
| | - F González-Mohíno
- Sport Training Lab, University of Castilla-La Mancha, Toledo, Spain
- Facultad de Ciencias de la Vida y de la Naturaleza, Universidad Nebrija, Madrid, Spain
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15
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Rodrigo-Carranza V, Hoogkamer W, González-Ravé JM, Horta-Muñoz S, Serna-Moreno MDC, Romero-Gutierrez A, González-Mohíno F. Influence of different midsole foam in advanced footwear technology use on running economy and biomechanics in trained runners. Scand J Med Sci Sports 2024; 34:e14526. [PMID: 37858294 DOI: 10.1111/sms.14526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 09/27/2023] [Accepted: 10/08/2023] [Indexed: 10/21/2023]
Abstract
BACKGROUND Ethylene and vinyl acetate (EVA) and polyether block amide (PEBA) are recently the most widely used materials for advanced footwear technology (AFT) that has been shown to improve running economy (RE). This study investigated the effects of these midsole materials on RE and biomechanics, in both fresh and worn state (after 450 km). METHODS Twenty-two male trained runners participated in this study. Subjects ran four 4-min trials at 13 km‧h-1 with both fresh EVA and PEBA AFT and with the same models with 450 km of wear using a randomized crossover experimental design. We measured energy cost of running (W/kg), spatiotemporal, and neuromuscular parameters. RESULTS There were significant differences in RE between conditions (p = 0.01; n2 = 0.17). There was a significant increase in energy cost in the worn PEBA condition compared with new (15.21 ± 1.01 and 14.87 ± 0.99 W/kg; p < 0.05; ES = 0.54), without differences between worn EVA (15.13 ± 1.14 W/kg; p > 0.05), and new EVA (15.15 ± 1.13 w/kg; ES = 0.02). The increase in energy cost between new and worn was significantly higher for the PEBA shoes (0.32 ± 0.38 W/kg) but without significant increase for the EVA shoes (0.06 ± 0.58 W/kg) (p < 0.01; ES = 0.51) with changes in step frequency and step length. The new PEBA shoes had lower energy cost than the new EVA shoes (p < 0.05; ES = 0.27) with significant differences between conditions in contact time. CONCLUSION There is a clear RE advantage of incorporating PEBA versus EVA in an AFT when the models are new. However, after 450 km of use, the PEBA and EVA shoes had similar RE.
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Affiliation(s)
- Víctor Rodrigo-Carranza
- Sports Performance Research Group (GIRD), University of Castilla-La Mancha, Toledo, Spain
- Department of Kinesiology, Integrative Locomotion Laboratory, University of Massachusetts, Amherst, Massachusetts, USA
| | - Wouter Hoogkamer
- Department of Kinesiology, Integrative Locomotion Laboratory, University of Massachusetts, Amherst, Massachusetts, USA
| | | | - Sergio Horta-Muñoz
- Universidad de Castilla-La Mancha, Escuela Técnica Superior Ingenieros Industriales de Ciudad Real, Instituto de Investigaciones Energéticas y Aplicaciones Industriales, Ciudad Real, Spain
| | - María Del Carmen Serna-Moreno
- Universidad de Castilla-La Mancha, Escuela Técnica Superior Ingenieros Industriales de Ciudad Real, Instituto de Investigaciones Energéticas y Aplicaciones Industriales, Ciudad Real, Spain
| | - Ana Romero-Gutierrez
- Universidad de Castilla-La Mancha, Escuela Técnica Superior Ingenieros Industriales de Ciudad Real, Instituto de Investigaciones Energéticas y Aplicaciones Industriales, Ciudad Real, Spain
| | - Fernando González-Mohíno
- Sports Performance Research Group (GIRD), University of Castilla-La Mancha, Toledo, Spain
- Facultad de Ciencias de la Vida y de la Naturaleza, Universidad Nebrija, Madrid, Spain
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16
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Rodrigo-Carranza V, Hoogkamer W, Salinero JJ, Rodríguez-Barbero S, González-Ravé JM, González-Mohíno F. Influence of Running Shoe Longitudinal Bending Stiffness on Running Economy and Performance in Trained and National Level Runners. Med Sci Sports Exerc 2023; 55:2290-2298. [PMID: 37443458 DOI: 10.1249/mss.0000000000003254] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/15/2023]
Abstract
INTRODUCTION/PURPOSE Previous results about shoe longitudinal bending stiffness (LBS) and running economy (RE) show high variability. This study aimed to assess the effects of shoes with increased LBS on RE and performance in trained and national runners. METHODS Twenty-eight male runners were divided into two groups according to their 10-km performance times (trained, 38-45 min and national runners, <34 min). Subjects ran 2 × 3 min (at 9 and 13 km·h -1 for trained, and 13 and 17 km·h -1 for national runners) with an experimental shoe with carbon fiber plate to increase the LBS (Increased LBS) and a control shoe (without carbon fiber plate). We measured energy cost of running (W·kg -1 ) and spatiotemporal parameters in visit one and participants performed a 3000 m time trial (TT) in two successive visits. RESULTS Increased LBS improved RE in the trained group at slow (11.41 ± 0.93 W·kg -1 vs 11.86 ± 0.93 W·kg -1 ) and fast velocity (15.89 ± 1.24 W·kg -1 vs 16.39 ± 1.24 W·kg -1 ) and only at the fast velocity in the national group (20.35 ± 1.45 W·kg -1 vs 20.78 ± 1.18 W·kg -1 ). The improvements in RE were accompanied by different changes in biomechanical variables between groups. There were a similar improvement in the 3000 m TT test in Increased LBS for trained (639 ± 59 vs 644 ± 61 s in control shoes) and national runners (569 ± 21 vs 574 ± 21 s in control shoes) with more constant pace in increased LBS compared with control shoes in both groups. CONCLUSIONS Increasing shoe LBS improved RE at slow and fast velocities in trained runners and only at fast velocity in national runners. However, the 3000 m TT test improved similarly in both levels of runners with increased LBS. The improvements in RE are accompanied by small modifications in running kinematics that could explain the difference between the different levels of runners.
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Affiliation(s)
| | - Wouter Hoogkamer
- Integrative Locomotion Laboratory, Department of Kinesiology, University of Massachusetts, Amherst, MA
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17
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Rodriguez-Barbero S, González Ravé JM, Juárez Santos-García D, Rodrigo-Carranza V, Santos-Concejero J, González-Mohíno F. Effects of a Regular Endurance Training Program on Running Economy and Biomechanics in Runners. Int J Sports Med 2023; 44:1059-1066. [PMID: 37802083 DOI: 10.1055/a-2151-2063] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/08/2023]
Abstract
A regular endurance training program may elicit different adaptations compared to an isolated training method. In this study, we analyzed the effects of 8 weeks of a regular endurance training program on running economy (RE), particularly neuromuscular and biomechanical parameters, in runners of different athletic abilities. Twenty-four male runners were divided into two groups: well-trained (n=12) and recreational (n=12). Both groups completed a 4-min running bout at 13 and 17 km·h-1, respectively, for the recreational and well-trained group, and a 5-jump plyometric test pre-post intervention. During the training program, participants completed low-intensity continuous sessions, high-intensity interval training sessions, and auxiliary strength training sessions. RE, measured as oxygen cost and energy cost, decreased by 6.15% (p=0.006) and 5.11% (p=0.043), respectively, in the well-trained group. In the recreational group, energy cost of running, respiratory exchange ratio, and leg stiffness decreased by 5.08% (p=0.035), 7.61% (p=0.003), and 10.59% (p=0.017), respectively, while ground contact time increased by 3.34% (p=0.012). The maximum height of the 5-jump plyometric test decreased by 4.55% (p=0.018) in the recreational group. We suggest that 8 weeks of regular endurance training leads to an improvement of ~5% in RE in recreational and well-trained runners with different physiological adaptations between groups and few changes in biomechanical and neuromuscular parameters only in recreational runners.
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Affiliation(s)
| | | | | | | | - Jordan Santos-Concejero
- Physical Education and Sport, UPV/EHU University of the Basque Country, Vitoria-Gasteiz, Spain
| | - Fernando González-Mohíno
- Sport Training Lab, University of Castilla-La Mancha, Toledo, Spain
- Facultad de Ciencias de la Vida y de la Naturaleza, Universidad Nebrija, Madrid, Spain
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18
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Rodrigo Carranza V. Running footwear matters: decoding the influence of running shoe characteristics on physiology, biomechanics and running performance (PhD Academy Award). Br J Sports Med 2023; 57:1581-1582. [PMID: 37890962 DOI: 10.1136/bjsports-2023-107452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2023] [Indexed: 10/29/2023]
Affiliation(s)
- Víctor Rodrigo Carranza
- Sports Performance Research Group (GIRD), University of Castilla-La Mancha, Toledo, Spain
- Integrative Locomotion Laboratory, Department of Kinesiology, University of Massachusetts, Amherst, MA, USA
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19
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Hébert-Losier K, Pamment M. Advancements in running shoe technology and their effects on running economy and performance - a current concepts overview. Sports Biomech 2023; 22:335-350. [PMID: 35993160 DOI: 10.1080/14763141.2022.2110512] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
Advancements in running shoe technology over the last 5 years have sparked controversy in athletics as linked with clear running economy and performance enhancements. Early debates mainly surrounded 'super shoes' in long-distance running, but more recently, the controversy has filtered through to sprint and middle-distance running with the emergence of 'super spikes'. This Current Concepts paper provides a brief overview on the controversial topic of super shoes and super spikes. The defining features of technologically advanced shoes are a stiff plate embedded within the midsole, curved plate and midsole geometry, and lightweight, resilient, high-energy returning foam that - in combination - enhance running performance. Since the launch of the first commercially available super shoe, all world records from the 5 km to the marathon have been broken by athletes wearing super shoes or super spikes, with a similar trend observed in middle-distance running. The improvements in super shoes are around 4% for running economy and 2% for performance, and speculatively around 1% to 1.5% for super spikes. These enhancements are believed multifactorial in nature and difficult to parse, although involve longitudinal bending stiffness, the 'teeter-totter effect', the high-energy return properties of the midsole material, enhanced stack height and lightweight characteristic of shoes.
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Affiliation(s)
- Kim Hébert-Losier
- Division of Health, Engineering, Computing and Science, Te Huataki Waiora School of Health, Adams Centre for High Performance, University of Waikato, Tauranga, New Zealand
| | - Milly Pamment
- National Performance Institute, British Athletics, Loughborough University, Loughborough, UK.,School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
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20
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Castellanos-Salamanca M, Rodrigo-Carranza V, Rodríguez-Barbero S, González-Ravé JM, Santos-Concejero J, González-Mohíno F. Effects of the Nike ZoomX Vaporfly Next% 2 shoe on long-interval training performance, kinematics, neuromuscular parameters, running power and fatigue. Eur J Sport Sci 2023:1-9. [PMID: 36680410 DOI: 10.1080/17461391.2023.2171907] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
We analysed the effects of the Nike ZoomX Vaporfly (VPF) on long-interval training performance, kinematic parameters, running power and fatigue compared to a traditional running shoe. Twelve well-trained men (mean ± SD: 32.91 ± 7.50 years; 69.29 ± 7.55 kg and 172.73 ± 5.97 cm) performed two long-interval training sessions (5 × 1000 m with 90s recovery period) 7 days apart, with the VPF shoe or a traditional running shoe (CON) in random order. The countermovement jump (CMJ) height was measured before and after the training sessions and heart rate, spatiotemporal parameters, running power and leg stiffness was measured during training sessions. Running-related pain was assessed prior and post-24 h of each training session. Long-interval training performance improved 2.4% using the VPF shoe compared to CON (p = 0.009; ES = 0.482). Step length, contact time and leg stiffness were higher (p < 0.05; ES = 0.51, ES = 0.677, ES = 0.356) while flight time was lower (p < 0.001; ES = 0.756) when using VPF. Running power decreased in a similar way in both conditions throughout the training session. Vertical power was significantly higher in the VPF condition (p = 0.023, ES = 0.388). CMJ height decreased in both conditions after training (4.7 vs. 7.2%, for the VPF and control, respectively, p < 0.001; ES = 0.573). Finally, the perceived muscle pain was influenced by the shoe model condition (chi-square 5.042, P = 0.025). VPF shoes improved the long-interval training performance with similar running power, heart rate and neuromuscular fatigue, and reduced subjective perceived muscle pain compared to regular training shoes. HighlightsVPF shoe may improve long-interval training performance in trained runners with the same running power and heart rate.Lower subjective perceived muscle pain is found with VPF compared to the regular training shoes.This type of footwear may be used in high-intensity training sessions aiming to increase the training volume at higher intensities with lower associated fatigue.
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Affiliation(s)
| | | | | | | | - Jordan Santos-Concejero
- Department of Physical Education and Sport, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Fernando González-Mohíno
- Sport Training Lab, University of Castilla-La Mancha, Toledo, Spain.,Facultad de Ciencias de la Vida y de la Naturaleza, Universidad Nebrija, Madrid, Spain
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21
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Rodrigo-Carranza V, González-Mohíno F, Santos-Concejero J, González-Ravé JM. Impact of advanced footwear technology on elite men's in the evolution of road race performance. J Sports Sci 2023; 40:2661-2668. [PMID: 36814065 DOI: 10.1080/02640414.2023.2183103] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
Advanced footwear technology (AFT) changed footwear design concepts by using a curved carbon fibre plate in combination with new, more compliant and resilient foams. The aim of this study was (1) to examine the individual effects of AFT on the evolution of the main road events and (2) to re-assess the impact of AFT on the world's top-100 performance in men's 10k, half-marathon and marathon events. Data from the top-100 men's 10k, half-marathon and marathon performances were collected between 2015 and 2019. The shoes used by the athletes were identified in 93.1% of the cases by publicly available photographs. Runners wearing AFT had an average performance of 1671 ± 22.28 s compared to 1685 ± 18.97 s of runners not using AFT in 10k (0.83%) (p < 0.001), 3589 ± 29.79 s compared to 3607 ± 30.49 s in half-marathon (0.50%) (p < 0.001) and 7563 ± 86.10 s compared to 7637 ± 72.51 s in the marathon (0.97%) (p < 0.001). Runners wearing AFTs were faster by ~1% in the main road events compared to non-users. Individual analysis showed that ~25% of the runners did not benefit from the use of this type of footwear. The results of this study suggest that AFT has a clear positive impact on running performance in main road events.
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Affiliation(s)
| | - Fernando González-Mohíno
- Sport Training Lab. University of Castilla-La Mancha, Toledo, Spain.,Facultad de Ciencias de la Vida y de la Naturaleza, Universidad Nebrija, Madrid, Spain
| | - Jordan Santos-Concejero
- Department of Physical Education and Sport, University of the Basque Country UPV/EHU, Vitoria‑Gasteiz, Spain
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22
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Rodrigo-Carranza V, González-Mohíno F, Casado A, Santos-Concejero J, Galán-Rioja MÁ, González-Ravé JM. Impact of advanced footwear technology on critical speed and performance in elite runners. FOOTWEAR SCIENCE 2023. [DOI: 10.1080/19424280.2022.2164624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Affiliation(s)
| | - Fernando González-Mohíno
- Sport Training Lab. University of Castilla-La Mancha, Toledo, Spain
- Facultad de Ciencias de la Vida y de la Naturaleza, Universidad Nebrija, Madrid, Spain
| | - Arturo Casado
- Centre for Sport Studies, Rey Juan Carlos University, Madrid, Spain
| | - Jordan Santos-Concejero
- Department of Physical Education and Sport, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
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Liu B, Wu J, Shi Q, Hao F, Xiao W, Yu J, Yu F, Ren Z. Running economy and lower extremity stiffness in endurance runners: A systematic review and meta-analysis. Front Physiol 2022; 13:1059221. [PMID: 36518102 PMCID: PMC9742541 DOI: 10.3389/fphys.2022.1059221] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 11/15/2022] [Indexed: 02/01/2024] Open
Abstract
Background: Lower extremity stiffness simulates the response of the lower extremity to landing in running. However, its relationship with running economy (RE) remains unclear. This study aims to explore the relationship between lower extremity stiffness and RE. Methods: This study utilized articles from the Web of Science, PubMed, and Scopus discussing the relationships between RE and indicators of lower extremity stiffness, namely vertical stiffness, leg stiffness, and joint stiffness. Methodological quality was assessed using the Joanna Australian Centre for Evidence-Based Care (JBI). Pearson correlation coefficients were utilized to summarize effect sizes, and meta-regression analysis was used to assess the extent of this association between speed and participant level. Result: In total, thirteen studies involving 272 runners met the inclusion criteria and were included in this review. The quality of the thirteen studies ranged from moderate to high. The meta-analysis results showed a negative correlation between vertical stiffness (r = -0.520, 95% CI, -0.635 to -0.384, p < 0.001) and leg stiffness (r = -0.568, 95% CI, -0.723 to -0.357, p < 0.001) and RE. Additional, there was a small negative correlation between knee stiffness and RE (r = -0.290, 95% CI, -0.508 to -0.037, p = 0.025). Meta-regression results showed that the extent to which leg stiffness was negatively correlated with RE was influenced by speed (coefficient = -0.409, p = 0.020, r 2 = 0.79) and participant maximal oxygen uptake (coefficient = -0.068, p = 0.010, r 2 = 0.92). Conclusion: The results of this study suggest that vertical, leg and knee stiffness were negatively correlated with RE. In addition, maximum oxygen uptake and speed will determine whether the runner can take full advantage of leg stiffness to minimize energy expenditure.
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Affiliation(s)
- Bowen Liu
- College of Physical Education, Shenzhen University, Shenzhen, China
| | - Jinlong Wu
- College of Physical Education, Southwest University, Chongqing, China
| | - Qiuqiong Shi
- Institute of Textiles and Clothing, The Hong Kong Polytechnic University, Hong Kong, China
| | - Fengwei Hao
- School of Physical Education and Sports Exercise, South China Normal University, Guangzhou, China
| | - Wen Xiao
- College of Physical Education, Shenzhen University, Shenzhen, China
| | - Jingxuan Yu
- College of Physical Education, Shenzhen University, Shenzhen, China
| | - Fengyu Yu
- College of Physical Education, Shenzhen University, Shenzhen, China
| | - Zhanbing Ren
- College of Physical Education, Shenzhen University, Shenzhen, China
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Chen H, Shao E, Sun D, Xuan R, Baker JS, Gu Y. Effects of footwear with different longitudinal bending stiffness on biomechanical characteristics and muscular mechanics of lower limbs in adolescent runners. Front Physiol 2022; 13:907016. [PMID: 36060684 PMCID: PMC9437943 DOI: 10.3389/fphys.2022.907016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 07/01/2022] [Indexed: 12/03/2022] Open
Abstract
Background: Running shoes with carbon plates have been identified to have positive effects on improving running performance from a biomechanical perspective. However, the specific difference between the effects of carbon plates with different longitudinal bending stiffness (LBS)on biomechanical characteristics and muscular mechanics of lower limbs in adolescent runners remains unclear. This study aimed to identify the difference in biomechanical characteristics and muscular mechanics in lower limbs during running stance phases between wearing shoes with low longitudinal bending stiffness (Llbs) and high longitudinal bending stiffness (Hlbs) carbon plates in adolescent runners. Methods: 10 male adolescent runners with a habit of daily running exercise (age: 13.5 ± 0.6 years; height: 166.3 ± 1.9 cm; bodyweight: 50.8 ± 3.1 kg; foot length: 25.4 ± 0.2 cm) were recruited and asked to conduct two times of tests by wearing shoes with Llbs and Hlbs carbon plates in a randomized order. Paired t-test and statistical parametric mapping (SPM) analysis were used to identify the difference in biomechanical characteristics and muscular mechanics in lower limbs during running stance phases. Result: Under the condition of wearing shoes with Hlbs, the time of foot contact significantly increased, whereas the range of motion (ROM) of hip and metatarsophalangeal (MTP) in the sagittal plane significantly reduced as well as the peak moment of ankle joint in the sagittal plane. The activations of vastus medialis, vastus lateralis, flexor digitorum brevis (flex dig brevis), and flexor hallucis longus (flex hall long) significantly increased under the condition of wearing shoes with Hlbs. According to the results of the SPM analysis, the joint angles (hip, ankle, and MTP), the net joint moments (knee, ankle, and MTP), and the muscle forces (gluteus maximus and tibialis anterior) were significant difference during the running stance phase between conditions of wearing shoes with Hlbs and Llbs. Conclusion: Running shoes with Llb carbon plates are appropriate for adolescent runners due to the advantages of biomechanical characteristics and muscular mechanics.
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Affiliation(s)
- Hairong Chen
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Enze Shao
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Dong Sun
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Rongrong Xuan
- The Affiliated Hospital of Medical School, Ningbo University, Ningbo, China
| | - Julien S. Baker
- Department of Sport Physical Education and Health, Hong Kong Baptist University, Kowloon, Hong Kong SAR, China
- Center for Health and Exercise Science Research, Hong Kong Baptist University, Kowloon, Hong Kong SAR, China
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China
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25
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Joubert DP, Jones GP. A comparison of running economy across seven highly cushioned racing shoes with carbon-fibre plates. FOOTWEAR SCIENCE 2022. [DOI: 10.1080/19424280.2022.2038691] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Dustin P. Joubert
- Department of Kinesiology and Health Science, Stephen F. Austin State University, Nacogdoches, TX, USA
| | - Garrett P. Jones
- Department of Kinesiology and Health Science, Stephen F. Austin State University, Nacogdoches, TX, USA
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Muniz-Pardos B, Zelenkova I, Gonzalez-Aguero A, Knopp M, Boitz T, Graham M, Ruiz D, Casajus JA, Pitsiladis YP. The Impact of Grounding in Running Shoes on Indices of Performance in Elite Competitive Athletes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19031317. [PMID: 35162340 PMCID: PMC8834746 DOI: 10.3390/ijerph19031317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 01/21/2022] [Accepted: 01/23/2022] [Indexed: 11/17/2022]
Abstract
The introduction of carbon fiber plate shoes has triggered a plethora of world records in running, which has encouraged shoe industries to produce novel shoe designs to enhance running performance, including shoes containing conductor elements or “grounding shoes” (GS), which could potentially reduce the energy cost of running. The aim of this study was to examine the physiological and perceptual responses of athletes subjected to grounding shoes during running. Ten elite runners were recruited. Firstly, the athletes performed an incremental running test for VO2max and anaerobic threshold (AT) determination, and were familiarized with the two shoe conditions (traditional training shoe (TTS) and GS, the latter containing a conductor element under the insole). One week apart, athletes performed running economy tests (20 min run at 80% of the AT) on a 400 m dirt track, with shoe conditions randomized. VO2, heart rate, lactate, and perceived fatigue were registered throughout the experiment. No differences in any of the physiological or perceptual variables were identified between shoe conditions, with an equal running economy in both TTS and GS (51.1 ± 4.2 vs. 50.9 ± 5.1 mL kg−1 min−1, respectively). Our results suggest that a grounding stimulus does not improve the energy cost of running, or the physiological/perceptual responses of elite athletes.
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Affiliation(s)
- Borja Muniz-Pardos
- Faculty of Health and Sports Science (FCSD), Department of Physiatry and Nursing, University of Zaragoza, 50009 Zaragoza, Spain; (B.M.-P.); (A.G.-A.)
- GENUD (Growth, Exercise, Nutrition and Development) Research Group, Department of Physiatry and Nursing, University of Zaragoza, 50009 Zaragoza, Spain; (I.Z.); (J.A.C.)
- International Federation of Sports Medicine (FIMS), 1007 Lausanne, Switzerland
| | - Irina Zelenkova
- GENUD (Growth, Exercise, Nutrition and Development) Research Group, Department of Physiatry and Nursing, University of Zaragoza, 50009 Zaragoza, Spain; (I.Z.); (J.A.C.)
- International Federation of Sports Medicine (FIMS), 1007 Lausanne, Switzerland
| | - Alex Gonzalez-Aguero
- Faculty of Health and Sports Science (FCSD), Department of Physiatry and Nursing, University of Zaragoza, 50009 Zaragoza, Spain; (B.M.-P.); (A.G.-A.)
- GENUD (Growth, Exercise, Nutrition and Development) Research Group, Department of Physiatry and Nursing, University of Zaragoza, 50009 Zaragoza, Spain; (I.Z.); (J.A.C.)
- International Federation of Sports Medicine (FIMS), 1007 Lausanne, Switzerland
| | - Melanie Knopp
- adidas Innovation, adidas AG, 91074 Herzogenaurach, Germany; (M.K.); (T.B.); (M.G.); (D.R.)
| | - Toni Boitz
- adidas Innovation, adidas AG, 91074 Herzogenaurach, Germany; (M.K.); (T.B.); (M.G.); (D.R.)
| | - Martin Graham
- adidas Innovation, adidas AG, 91074 Herzogenaurach, Germany; (M.K.); (T.B.); (M.G.); (D.R.)
| | - Daniel Ruiz
- adidas Innovation, adidas AG, 91074 Herzogenaurach, Germany; (M.K.); (T.B.); (M.G.); (D.R.)
| | - Jose A. Casajus
- GENUD (Growth, Exercise, Nutrition and Development) Research Group, Department of Physiatry and Nursing, University of Zaragoza, 50009 Zaragoza, Spain; (I.Z.); (J.A.C.)
- International Federation of Sports Medicine (FIMS), 1007 Lausanne, Switzerland
- Faculty of Medicine, Department of Physiatry and Nursing, University of Zaragoza, 50009 Zaragoza, Spain
| | - Yannis P. Pitsiladis
- International Federation of Sports Medicine (FIMS), 1007 Lausanne, Switzerland
- School of Sport and Health Sciences, University of Brighton, Eastbourne BN20 7SN, UK
- Centre for Exercise Sciences and Sports Medicine, FIMS Collaborating Centre of Sports Medicine, University of Rome “Foro Italico”, 00135 Rome, Italy
- European Federation of Sports Medicine Associations (EFSMA), 1007 Lausanne, Switzerland
- Correspondence:
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Comment on “A Pragmatic Approach to Resolving Technological Unfairness: The Case of Nike’s Vaporfly and Alphafly Running Footwear”. SPORTS MEDICINE - OPEN 2021; 7:94. [PMID: 34918197 PMCID: PMC8677859 DOI: 10.1186/s40798-021-00378-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 11/04/2021] [Indexed: 12/01/2022]
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Rodrigo-Carranza V, González-Mohíno F, Santos Del Cerro J, Santos-Concejero J, González-Ravé JM. Influence of advanced shoe technology on the top 100 annual performances in men's marathon from 2015 to 2019. Sci Rep 2021; 11:22458. [PMID: 34789828 PMCID: PMC8599511 DOI: 10.1038/s41598-021-01807-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 11/01/2021] [Indexed: 12/03/2022] Open
Abstract
The NIKE Vaporfly shoe was introduced in May 2017 as part of the original #Breaking2 Project (an event aimed to run the first marathon under 2 h). This new advanced shoe technology (NAST) changed the footwear design conception. The aim of this study was (i) to analyse the effect of NAST in men's marathon performance, (ii) to analyse whether the changes in the environmental constraints (temperature and wind) and orography of the marathons, age and birthplace of the runners has changed from 2015 to 2019 and (iii) to analyse the impact of NAST on the historical 50 best performances. Data from top-100 men's marathon performances were collected in that timeframe. The shoes used by the athletes were identified (in 91.8% of the cases) by publicly available photographs. External and environmental conditions of each marathon and age and birthplace of the runners were also analysed. Marathon performances improved from 2017 onwards between 0.75 and 1.50% compared to 2015 and 2016 (p < 0.05). In addition, the improvement was greater in the upper deciles than in the lower ones (p < 0.001). Runners wearing NAST ran ~ 1% faster in marathon compared to runners that did not use it (p < 0.001). When conducting an individual analysis of athletes who ran with and without NAST, 72.5% of the athletes who completed a marathon wearing NAST improved their performance by 0.68% (p < 0.01). External and environmental conditions, age or birthplace of runners seems not to have influenced this performance improvement. NAST has had a clear impact on marathon performance unchanged in the environmental constraints (temperature and wind), orography, age, and birthplace of the runners but with differences between venues.
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Affiliation(s)
- Víctor Rodrigo-Carranza
- Sport Training Laboratory, Faculty of Sport Sciences, University of Castilla-La Mancha, Avenida Carlos III S/N, 45071, Toledo, Spain
| | - Fernando González-Mohíno
- Sport Training Laboratory, Faculty of Sport Sciences, University of Castilla-La Mancha, Avenida Carlos III S/N, 45071, Toledo, Spain
- Facultad de Ciencias de la Vida y de la Naturaleza, Universidad Nebrija, Madrid, Spain
| | | | - Jordan Santos-Concejero
- Department of Physical Education and Sport, University of the Basque Country UPV/EHU, Vitoria‑Gasteiz, Spain
| | - José María González-Ravé
- Sport Training Laboratory, Faculty of Sport Sciences, University of Castilla-La Mancha, Avenida Carlos III S/N, 45071, Toledo, Spain.
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