journal article·2023-07-09Open access

The Effect of Non-Newtonian Fluid Midsole Footwear on Lower Limb Biomechanics after 5 km of Running in High Temperature

Jingyi Ye, Lidong Gao, Enze Shao, Bálint Kovács, Jiao Li, Yaodong Gu

Applied Sciences· Volume 13· Issue 14

Abstract

This study’s aim was to examine the effect of non-Newtonian fluid (NN) shoe and ethylene vinyl acetate (EVA) shoe on human lower limb biomechanics and muscle activation during running in hot temperatures. Thirty-five men utilizing a rearfoot strike ran 5 km at a self-selected tempo at an average summer temperature of 41.7 ± 1.0 °C and relative humidity of 80.7 ± 3.5%. The kinematics, kinetics, and muscle activation of the right leg were monitored from landing until the pedal was off the ground. A two-way repeated-measures ANOVA was conducted to investigate the main effects of the shoe condition, temperature, and interaction effect. Wearing NN at high temperature resulted in increased hip range of motion (ROM) (p = 0.001). The knee torque increased significantly when wearing EVA and NN shoes after the temperature increased (p = 0.006). When wearing EVA and NN, the ground reaction force (GRF) and loading rate (LR) increased significantly after the temperature increased (p = 0.001; p = 0.009). When wearing NN after running for 5 km at a high temperature, the displacement range of center of pressure (COP) was significantly reduced (p < 0.001), while the EVA was significantly increased (p < 0.001). Neither pair of shoes substantially altered muscle activity. After excluding the factor of fatigue, the increase in temperature not only changed the properties of the material inside the shoe, but also changed the parameters of the biomechanics of the human lower limbs. After the temperature increases, the shoes made of non-Newtonian fluid materials can quickly stabilize under the condition of increased shear stress and reduce the displacement of the human body. Thus, it indicated that non-Newtonian fluid shoes may lower the risk of injury when running in extremely hot conditions.
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Research context

OpenAlex topics: Exercise and Physiological Responses · Lower Extremity Biomechanics and Pathologies · Sports injuries and prevention

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Faculty of Sport Science, Ningbo University, Ningbo 315211, China

Department of Kinesiology, University of Physical Education, Alkotás u. 44, 1123 Budapest, Hungary

Faculty of Engineering, University of Szeged, 6720 Szeged, Hungary

Research Academy of Medicine Combining Sports, Ningbo No.2 Hospital, Ningbo 315010, China

Funding

Zhejiang Provincial Natural Science Foundation of China for Distinguished Young Scholars · Zhejiang Provincial Key Research and Development Program of China · Zhejiang Provincial Natural Science Foundation · Ningbo key R&D Program · Ningbo Natural Science Foundation · Zhejiang Rehabilitation Medical Association Scientific Research Special Fund

References (53)

Show source-provided references
1. Effect of environmental temperature on shock absorption properties of running shoes10.1097/01.jsm.0000165348.32767.32 ↗
2. Development of Badminton-specific Footwork Training from Traditional Physical Exercise to Novel Intervention Approaches10.5334/paah.207 ↗
3. Lower limb biomechanics related to running injuries10.1016/S0031-9406(10)61524-6 ↗
4. A comparative study of foot dimension between adult male and female and evaluation of foot hazards due to using of footwear10.2114/jpa.20.241 ↗
5. Lin, S., Song, Y., Cen, X., Bálint, K., Fekete, G., and Sun, D. (2022). The Implications of Sports Biomechanics Studies on the Research and Development of Running Shoes: A Systematic Review. Bioengineering, 9.10.3390/bioengineering9100497 ↗
6. The effects of systematically altered footwear features on biomechanics, injury, performance, and preference in runners of different skill level: A systematic review10.1080/19424280.2020.1773936 ↗
7. What are the perceptions of runners and healthcare professionals on footwear and running injury risk?10.1136/bmjsem-2020-000767 ↗
8. Running economy, mechanics, and marathon racing shoes10.1080/02640414.2019.1633837 ↗
9. Biomechanical and perceptual cushioning sensitivity based on mechanical running shoe properties10.1080/19424280.2021.1913243 ↗
10. Use of pressure insoles to compare in-shoe loading for modern running shoes10.1080/00140130802239562 ↗
11. Running in new and worn shoes: A comparison of three types of cushioning footwear10.1136/bjsm.2008.047761 ↗
12. Shariatmadari, M., English, R., and Rothwell, G. (May, January 30). Effects of Temperature on the Performance of Footwear Foams: Review of Developments. Proceedings of the 26th Southern Biomedical Engineering Conference SBEC 2010, College Park, MD, USA.10.1007/978-3-642-14998-6_104 ↗
13. Shock absorption characteristics of running shoes10.1177/036354658501300406 ↗
14. A kinetic evaluation of the effects of in vivo loading on running shoes10.2519/jospt.1988.10.2.47 ↗
15. Durability of running shoes with ethylene vinyl acetate or polyurethane midsoles10.1080/02640414.2012.723819 ↗
16. Explaining the differences of gait patterns between high and low-mileage runners with machine learning10.1038/s41598-022-07054-1 ↗
17. Mathematical modelling with experimental validation of viscoelastic properties in non-Newtonian fluids10.1098/rsta.2019.0284 ↗
18. Rheological characteristics of non-Newtonian nanofluids: Experimental investigation10.1016/j.icheatmasstransfer.2010.11.019 ↗
19. The rheological behavior of MWCNTs–ZnO/Water–Ethylene glycol hybrid non-Newtonian nanofluid by using of an experimental investigation10.1016/j.jmrt.2020.05.018 ↗
20. Modern global climate change10.1126/science.1090228 ↗
21. The effect of environmental temperature on the properties of running shoes10.1123/jab.12.2.258 ↗
22. The Prevalence of Lower Extremity Injuries in Running and Associated Risk Factors: A Systematic Review10.5334/paah.109 ↗
23. Two phase natural convection and thermal radiation of Non-Newtonian nanofluid in a porous cavity considering inclined cavity and size of inside cylinders10.1016/j.icheatmasstransfer.2019.104285 ↗
24. Mills, N. (2007). Polymer Foams Handbook: Engineering and Biomechanics Applications and Design Guide, Elsevier.
25. Evaluation of shock absorption properties of rubber materials regarding footwear applications10.1016/j.polymertesting.2009.05.007 ↗
26. Effect of hot versus cold climates on power output, muscle activation, and perceived fatigue during a dynamic 100-km cycling trial10.1080/02640410903406216 ↗
27. Effects of shoe characteristics on dynamic stability when walking on even and uneven surfaces in young and older people10.1016/j.apmr.2008.02.031 ↗
28. Differences in running biomechanics between a maximal, traditional, and minimal running shoe10.1016/j.jsams.2019.08.008 ↗
29. Jiang, X., Zhou, H., Quan, W., Hu, Q., Baker, J.S., and Gu, Y. (2021). Ground reaction force differences between bionic shoes and neutral running shoes in recreational male runners before and after a 5 km run. Int. J. Environ. Res. Public Health, 18.10.3390/ijerph18189787 ↗
30. Gender Effects on Lower Limb Biomechanics of Novice Runners before and after a 5 km Run
31. Reciprocal versus nonreciprocal assessment of knee flexors and extensors in concentric actions using the CON-TREX multijoint isokinetic dynamometer: A reliability study10.1080/1091367X.2018.1550087 ↗
32. Comparative Analysis of Lower Limb Kinematics between the Initial and Terminal Phase of 5km Treadmill Running
33. Gao, L., Lu, Z., Liang, M., Baker, J.S., and Gu, Y. (2022). Influence of Different Load Conditions on Lower Extremity Biomechanics during the Lunge Squat in Novice Men. Bioengineering, 9.10.3390/bioengineering9070272 ↗
34. Lu, Z., Li, X., Xuan, R., Song, Y., Bíró, I., Liang, M., and Gu, Y. (2022). Effect of Heel Lift Insoles on Lower Extremity Muscle Activation and Joint Work during Barbell Squats. Bioengineering, 9.10.3390/bioengineering9070301 ↗
35. Longer Achilles tendon moment arm results in better running economy10.1556/2060.2020.10000 ↗
36. Creps, J.M. (2014). An Investigation of Simulated Core Muscle Activation during Running and Its Effect on Knee Loading and Lower Extremity Muscle Activation Using Opensim. [Ph.D. Thesis, The Ohio State University].
37. Zhang, X., Wang, Y., and Han, R.P. (2010, January 10–12). Wavelet transform theory and its application in EMG signal processing. Proceedings of the 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery, Yantai, China.10.1109/FSKD.2010.5569532 ↗
38. Statistical parametric maps in functional imaging: A general linear approach10.1002/hbm.460020402 ↗
39. Adler, R.J., and Taylor, J.E. (2007). Random Fields and Geometry, Springer.
40. Force-deformation properties of the human heel pad during barefoot walking10.1249/MSS.0000000000000281 ↗
41. Verdejo, R. (2004). Gas Loss and Durability of EVA Foams Used in Running Shoes. [Ph.D. Thesis, University of Birmingham].
42. Malisoux, L., Gette, P., Urhausen, A., Bomfim, J., and Theisen, D. (2017). Influence of sports flooring and shoes on impact forces and performance during jump tasks. PLoS ONE, 12.10.1371/journal.pone.0186297 ↗
43. Wei, Q., Wang, Z., Woo, J., Liebenberg, J., Park, S.-K., Ryu, J., and Lam, W.-K. (2018). Kinetics and perception of basketball landing in various heights and footwear cushioning. PLoS ONE, 13.10.1371/journal.pone.0201758 ↗
44. Comparative response of Newtonian and Non-Newtonian fluids subjected to exothermic reactions in shear flow10.1007/s40819-021-01023-4 ↗
45. Electrofluidic circuit-based microfluidic viscometer for analysis of Newtonian and non-Newtonian liquids under different temperatures10.1021/acs.analchem.7b04779 ↗
46. Development of a granular normal contact force model based on a non-Newtonian liquid filled dashpot10.1016/j.powtec.2013.01.027 ↗
47. The influence of running shoe with different carbon-fiber plate designs on internal foot mechanics: A pilot computational analysis10.1016/j.jbiomech.2023.111597 ↗
48. Biomechanical measurement of running shoe cushioning properties
49. Arm Swing during Vertical Jumps does not Increase EMG Activity of the Lower Limb Muscles10.5334/paah.263 ↗
50. Effects of stride frequency and foot position at landing on braking force, hip torque, impact peak force and the metabolic cost of running in humans10.1242/jeb.125500 ↗
51. Novel insights into biarticular muscle actions gained from high-density electromyogram10.1249/JES.0000000000000254 ↗
52. The effect of running shoes on lower extremity joint torques
53. Energetics and mechanics of human running on surfaces of different stiffnesses10.1152/japplphysiol.01164.2000 ↗