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Ma S. Investigating the increase in the specialized performance of athletes using artificial neural network (ANN) exercises. Sci Rep 2025; 15:8600. [PMID: 40075111 PMCID: PMC11903665 DOI: 10.1038/s41598-025-86522-w] [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: 02/24/2024] [Accepted: 01/13/2025] [Indexed: 03/14/2025] Open
Abstract
Badminton, a dynamic and fast-paced racket sport, demands a unique combination of physical, technical, and cognitive abilities from its players. This study investigates the impact of a tailored core strength training program on the specialized performance of elite badminton athletes, with the aim of unlocking their full potential and improving overall well-being. The research involved a cohort of national-level badminton players who underwent a 12-week core strength training intervention. The program was designed using principles of progressive overload and targeted the development of core stability, power, and explosiveness-essential attributes for high-level badminton performance. Throughout the study, the athletes' progress was evaluated through a comprehensive assessment battery, including measures of shot velocity, agility, jump height, and sport-specific technical proficiency. Additionally, the researchers examined the impact of the training regimen on the athletes' mental health and resilience, using validated psychological questionnaires. The results show that the core strength training program led to significant improvements in the athletes' explosive shot power, stability, and agility-key determinants of badminton success. Notably, the intervention also had a positive effect on the participants' mental well-being, with increased levels of self-confidence, focus, and emotional regulation reported. This study utilized an artificial neural network (ANN) to investigate the relationships between core stability, core power, and performance indicators (agility, jump height, mental well-being) to predict and optimize conditions for enhancing specialized athletic performance. The ANN model demonstrated the ability to capture complex, nonlinear relationships and provide accurate predictions. These results suggest that integrating core-focused training into the preparation of elite badminton athletes can be a crucial strategy for enhancing their specialized performance, reducing injury risk, and promoting holistic well-being. The study shows the importance of tailored, sport-specific approaches to athletic development and provides valuable insights for coaches, sports scientists, and healthcare professionals working with high-performance badminton players.
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Affiliation(s)
- Shuzhen Ma
- Faculty of Public Administration, Guilin University of Technology, 541000, Guilin, China.
- Department of Sports Studies, Faculty of Educational Studies, Universiti Putra Malaysia, Selangor , 43400, Malaysia.
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Ge Q, Xu D, Zhang Z, Baker JS, Zhou H. Exploring Lower Limb Biomechanical Differences in Competitive Aerobics Athletes of Different Ability Levels During Rotational Jump Landings. Bioengineering (Basel) 2025; 12:220. [PMID: 40150685 PMCID: PMC11939504 DOI: 10.3390/bioengineering12030220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 02/12/2025] [Accepted: 02/19/2025] [Indexed: 03/29/2025] Open
Abstract
High-level (HL) and low-level (LL) competitive aerobics athletes demonstrate different landing patterns during rotational jump landings, resulting in differing risks of lower limb injuries. This research aimed to investigate biomechanical differences between different levels of competitive aerobics athletes during rotational jump landings. The subjects included 15 male HL athletes and 15 LL athletes. This study captured kinematics, kinetics, muscle activation, and muscle force data, calculating joint stiffness, energy dissipation, anterior tibial shear force (ATSF), and patellofemoral joint contact force (PTF). LL athletes demonstrated significantly greater ankle dorsiflexion, inversion, and internal rotation angles; knee abduction angle and moment, internal rotation angle and moment; and smaller ankle plantarflexion moment and knee flexion angle. They also showed lower calf muscle coactivation, PTF, joint stiffness at the knee and hip, and the energy dissipation of the ankle and lower limb; greater thigh muscle coactivation and ATSF. The results show that LL athletes exhibit poorer stability at the ankle and knee joints, with a higher risk of anterior cruciate ligament (ACL) and ankle inversion injuries during rotational jump landings. To lower these risks, LL athletes should increase the flexion angle of the knee, hip, and ankle plantarflexion during landing.
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Affiliation(s)
- Qincheng Ge
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (Q.G.); (D.X.); (Z.Z.); (J.S.B.)
| | - Datao Xu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (Q.G.); (D.X.); (Z.Z.); (J.S.B.)
- Faculty of Engineering, University of Pannonia, H-8201 Veszprem, Hungary
| | - Zanni Zhang
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (Q.G.); (D.X.); (Z.Z.); (J.S.B.)
| | - Julien S. Baker
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (Q.G.); (D.X.); (Z.Z.); (J.S.B.)
| | - Huiyu Zhou
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (Q.G.); (D.X.); (Z.Z.); (J.S.B.)
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Jor A, Hu M, Koh MWP, Lau NWK, Daryabor A, Lam WK, Kobayashi T. Biomechanical effects of foot orthoses on jump landing performance: A systematic review. Prosthet Orthot Int 2025; 49:92-104. [PMID: 38330181 DOI: 10.1097/pxr.0000000000000335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 12/21/2023] [Indexed: 02/10/2024]
Abstract
Jumping is involved in a wide range of sports and activities, and foot orthoses (FO) are suggested to enhance performance and prevent injury. The aim of this systematic review was to investigate whether using FO with different modifications affects jump landing biomechanics and improves performance in healthy individuals. The search strategy included 7 databases that identified 19 studies. The study quality was evaluated using a modified Downs and Black index. The primary outcome measures were joint kinematics, kinetics, muscle activity, vertical jump height, and horizontal jump distance. Our findings indicated that incorporating arch support with a rearfoot post and softer forefoot region into FO may improve several biomechanical variables during jump landing activities. Improvements in vertical ground reaction force loading rates, knee and ankle kinematics, and muscle cocontraction during jumping with FO could enhance jumping performance. In addition, improvements in hip, knee, ankle, and tibial kinematics and vertical ground reaction force loading rates during landing could reduce impact forces and related injuries. Although a limited number of studies have addressed the effects of FO on vertical jump height and horizontal jump distance, inserting such FO inside shoes with optimum bending stiffness could facilitate jumping performance. A rigorous exploration of the effect and mechanism of FO designs on jumping performance could benefit jumping-related activities and prevent ankle and knee injuries.
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Affiliation(s)
- Abu Jor
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
- Department of Leather Engineering, Faculty of Mechanical Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh
| | - Mingyu Hu
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - Mark W P Koh
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - Noelle W K Lau
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - Aliyeh Daryabor
- Physiotherapy Research Center, School of Rehabilitation, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Wing-Kai Lam
- Sports Information and External Affairs Centre, Hong Kong Sports Institute, Hong Kong, China
| | - Toshiki Kobayashi
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
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Ma S, Geok Soh K, Binti Japar S, Xu S, Zhicheng G. Maximizing the performance of badminton athletes through core strength training: Unlocking their full potential using machine learning (ML) modeling. Heliyon 2024; 10:e35145. [PMID: 39166022 PMCID: PMC11334617 DOI: 10.1016/j.heliyon.2024.e35145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 07/23/2024] [Accepted: 07/23/2024] [Indexed: 08/22/2024] Open
Abstract
Core strength training plays an essential role in maximizing performance for badminton athletes. The core muscles in the abdominal, back, and hip regions provide stability, enable efficient power transfer between the upper and lower body, and allow for rapid changes in direction - all crucial components for success in badminton. However, optimizing core training requires an understanding of its impact on sport-specific skills. A variety of exercises targeting the abdominal, back, and hip muscles are discussed. Incorporating core strength training into regular regimens can improve athletes' overall strength, endurance, balance, control, and prevent injuries. This study investigates the effects of various core exercises on stability, agility, and power in badminton players. A comprehensive literature review was conducted to explore the biomechanical demands of badminton and how core musculature contributes to movements like serving, smashing, and lunging. Studies assessing the effects of core training programs in related racquet sports were also examined. The results indicate that targeted core exercises significantly improve athletes' stability, agility, and power output. Exercises targeting the abdominal, back, and hip muscles enhance performance capabilities while reducing injury risk. Machine learning (ML) techniques are then applied to further analyze the relationship between core training and athletic performance. An Artificial Neural Network (ANN) is developed using a dataset of athletes' training histories, metrics, and injury profiles. The model predicts enhancements to stability, agility, and strength from optimized core strengthening routines. Validation confirms the network accurately captures the complex interactions between training variables and physical attributes. This integrated approach provides evidence-based guidelines for tailoring individualized training regimens to unleash players' full abilities. ANNs hold promise for analyzing large datasets on athletes' performance metrics, training variables, and injury histories to design personalized training programs. Linear regression analysis confirmed the ANN's accurate predictions. The findings emphasize integrating data-driven core strength training tailored for badminton into comprehensive programs can help optimize physical abilities and elevate performance levels.
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Affiliation(s)
- Shuzhen Ma
- Department of Sports Studies, Faculty of Educational Studies, Universiti Putra Malaysia, Selangor, 43400, Malaysia
- College of Public Administration, Guilin University of Technology, Guilin, 541004, China
| | - Kim Geok Soh
- Department of Sports Studies, Faculty of Educational Studies, Universiti Putra Malaysia, Selangor, 43400, Malaysia
| | - Salimah Binti Japar
- Department of Sports Studies, Faculty of Educational Studies, Universiti Putra Malaysia, Selangor, 43400, Malaysia
| | - Simao Xu
- Chengdu Sport University, Chengdu, 61004, China
| | - Guo Zhicheng
- Guangxi Arts and Crafts School, Liuzhou, 545005, China
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Ye B, Zhu H, Yang Z, He Z, Liu G, Pan H, Guo H. Construction and Analysis of the Physical Fitness Evaluation Index System for Elite Male Singles Badminton Players: Based on Delphi and AHP Methods. Life (Basel) 2024; 14:944. [PMID: 39202686 PMCID: PMC11355487 DOI: 10.3390/life14080944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 07/24/2024] [Accepted: 07/26/2024] [Indexed: 09/03/2024] Open
Abstract
OBJECTIVE To construct and validate a physical fitness evaluation index system for elite male singles badminton players. METHODS Utilizing the Delphi method to establish a comprehensive evaluation system, the analytic hierarchy process (AHP) was employed to calculate the influence weights of various indicators. The validity of the comprehensive evaluation system was verified using testing methods. RESULTS After three rounds of expert selection, the physical fitness evaluation index system for elite male singles badminton players includes three primary indicators, nine secondary indicators, and twenty-one tertiary indicators. Among the primary indicators, specialized physical fitness holds a significant weight in the evaluation with a value of 0.651, whereas body morphology has a smaller weight of 0.077. Among the secondary indicators, specialized agility, strength, and endurance have higher weights of 0.223, 0.217, and 0.210, respectively. Among the tertiary indicators, four-corner ball touch, 400 m × 5 shuttle run, smash-and-rush, and vertical jump height hold higher weights of 0.119, 0.114, 0.104, and 0.096, respectively. The results after randomly selecting ten elite male singles badminton players and applying the evaluation index system demonstrated that this system has high feasibility and validity. It can not only comprehensively assess the physical fitness of athletes but also provide significant practical guidance for enhancing their competitive performance. CONCLUSIONS The evaluation system and weight assignments constructed in this study can scientifically and comprehensively reflect the physical fitness status of athletes. It can guide coaches in formulating targeted training plans and optimizing training outcomes.
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Affiliation(s)
- Binyong Ye
- College of Physical Education and Health Sciences, Zhejiang Normal University, Jinhua 321000, China; (B.Y.); (H.Z.); (Z.Y.); (Z.H.); (H.P.)
| | - Houwei Zhu
- College of Physical Education and Health Sciences, Zhejiang Normal University, Jinhua 321000, China; (B.Y.); (H.Z.); (Z.Y.); (Z.H.); (H.P.)
| | - Zhen Yang
- College of Physical Education and Health Sciences, Zhejiang Normal University, Jinhua 321000, China; (B.Y.); (H.Z.); (Z.Y.); (Z.H.); (H.P.)
| | - Zhanyang He
- College of Physical Education and Health Sciences, Zhejiang Normal University, Jinhua 321000, China; (B.Y.); (H.Z.); (Z.Y.); (Z.H.); (H.P.)
| | - Gongju Liu
- Laboratory of Aquatic Sports Science of General Administration of Sports China, Zhejiang College of Sports, Hangzhou 311200, China;
| | - Huiju Pan
- College of Physical Education and Health Sciences, Zhejiang Normal University, Jinhua 321000, China; (B.Y.); (H.Z.); (Z.Y.); (Z.H.); (H.P.)
| | - Haiying Guo
- Laboratory of Aquatic Sports Science of General Administration of Sports China, Zhejiang College of Sports, Hangzhou 311200, China;
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Wang Y, Xu L, Jiang H, Yu L, Wu H, Mei Q. Biomechanical Effects of the Badminton Split-Step on Forecourt Lunging Footwork. Bioengineering (Basel) 2024; 11:501. [PMID: 38790367 PMCID: PMC11117488 DOI: 10.3390/bioengineering11050501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 05/08/2024] [Accepted: 05/09/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND This research investigates the biomechanical impact of the split-step technique on forehand and backhand lunges in badminton, aiming to enhance players' on-court movement efficiency. Despite the importance of agile positioning in badminton, the specific contributions of the split-step to the biomechanical impact of lunging footwork still need to be determined. METHODS This study examined the lower limb kinematics and ground reaction forces of 18 male badminton players performing forehand and backhand lunges. Data were collected using the VICON motion capture system and Kistler force platforms. Variability in biomechanical characteristics was assessed using paired-sample t-tests and Statistical Parametric Mapping 1D (SPM1D). RESULTS The study demonstrates that the split-step technique in badminton lunges significantly affects lower limb biomechanics. During forehand lunges, the split-step increases hip abduction and rotation while decreasing knee flexion at foot contact. In backhand lunges, it increases knee rotation and decreases ankle rotation. Additionally, the split-step enhances the loading rate of the initial ground reaction force peak and narrows the time gap between the first two peaks. CONCLUSIONS These findings underscore the split-step's potential in optimizing lunging techniques, improving performance and reducing injury risks in badminton athletes.
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Affiliation(s)
- Yile Wang
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
| | - Liu Xu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
| | - Hanhui Jiang
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
| | - Lin Yu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
| | - Hanzhang Wu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
| | - Qichang Mei
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand
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Shen S, Teng J, Fekete G, Mei Q, Zhao J, Yang F, Gu Y. Influence of Torsional Stiffness in Badminton Footwear on Lower Limb Biomechanics. J Sports Sci Med 2024; 23:196-208. [PMID: 38455438 PMCID: PMC10915609 DOI: 10.52082/jssm.2024.196] [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: 06/19/2023] [Accepted: 02/14/2024] [Indexed: 03/09/2024]
Abstract
Torsional stiffness of athletic footwear plays a crucial role in preventing injury and improving sports performance. Yet, there is a lack of research focused on the biomechanical effect of torsional stiffness in badminton shoes. This study aimed to comprehensively investigate the influence of three different levels of torsional stiffness in badminton shoes on biomechanical characteristics, sports performance, and injury risk in badminton players. Fifteen male players, aged 22.8 ± 1.96 years, participated in the study, performing badminton-specific tasks, including forehand clear stroke [left foot (FCL) and right foot (FCR)], 45-degree sidestep cutting (45C), and consecutive vertical jumps (CVJ). The tasks were conducted wearing badminton shoes of torsional stiffness measured with Shore D hardness 50, 60, and 70 (referred to as 50D, 60D, and 70D, respectively). The primary biomechanical parameters included ankle, knee, and MTP joint kinematics, ankle and knee joint moments, peak ground reaction forces, joint range of motion (ROM), and stance time. A one-way repeated measures ANOVA was employed for normally distributed data and Friedman tests for non-normally distributed data. The 70D shoe exhibited the highest ankle dorsiflexion and lowest ankle inversion peak angles during 45C task. The 60D shoe showed significantly lower knee abduction angle and coronal motions compared to the 50D and 70D shoes. Increased torsional stiffness reduced stance time in the FCR task. No significant differences were observed in anterior-posterior and medial-lateral ground reaction forces (GRF). However, the 70D shoe demonstrated higher vertical GRF than the 50D shoe while performing the FCR task, particularly during 70% - 75% of stance. Findings from this study revealed the significant role of torsional stiffness in reducing injury risk and optimizing performance during badminton tasks, indicating that shoes with an intermediate level of stiffness (60D) could provide a beneficial balance between flexibility and stability. These findings may provide practical references in guiding future badminton shoe research and development. Further research is necessary to explore the long-term effects of altering stiffness, considering factors such as athletic levels and foot morphology, to understand of the influence of torsional stiffness on motion biomechanics and injury prevalence in badminton-specific tasks.
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Affiliation(s)
- Siqin Shen
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Faculty of Engineering, University of Pannonia, Veszprém, Hungary
- Vehicle Industry Research Center, Széchenyi István University, Győr, Hungary
| | - Jin Teng
- Department of Sports Biomechanics, Beijing Sport University, Beijing, China
| | - Gusztáv Fekete
- Vehicle Industry Research Center, Széchenyi István University, Győr, Hungary
| | - Qichang Mei
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Jia Zhao
- Li Ning Sport Science Research Center, Li Ning (China) Sports Goods Company Limited, Beijing, China
| | - Fan Yang
- Li Ning Sport Science Research Center, Li Ning (China) Sports Goods Company Limited, Beijing, China
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Faculty of Engineering, University of Pannonia, Veszprém, Hungary
- Vehicle Industry Research Center, Széchenyi István University, Győr, Hungary
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Li J, Li R. Effect of double rocking jump rope training on lower limb muscle strength of badminton players. Technol Health Care 2024; 32:4819-4836. [PMID: 38759034 PMCID: PMC11613016 DOI: 10.3233/thc-231868] [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: 11/28/2023] [Accepted: 01/16/2024] [Indexed: 05/19/2024]
Abstract
BACKGROUND Double rocking jump rope training can effectively enhance physical recovery, adaptability to exercise load, and lower limb muscle strength of badminton players in sports colleges, thus offering valuable insights for improving training methods in sports colleges and universities. OBJECTIVE To investigate the effect of double rocking jump rope training on the lower limb muscle strength of badminton players specializing in badminton in sports colleges. METHODS An experimental study was conducted through a ten-week teaching intervention experiment with badminton players. Relevant heart rate indexes and badminton related lower limb muscle strength indexes were measured before and after the experiment. The data of the measured relevant indexes were statistically and analytically analyzed. At the end of the experiment, the physical recovery level and the heart's adaptability to the exercise load of the control group were improved, and the lower limb muscle strength test indexes and sports performance were better than before the experiment. In the experimental group, badminton players' physical function, anaerobic metabolism of the body and other aspects also improved. RESULTS The physical function of the experimental group of badminton players, the energy supply capacity of the body anaerobic metabolism and aerobic work capacity all have an enhancement effect, enabling badminton players to adapt to large exercise loads quickly and improve the recovery rate of physical fitness. CONCLUSION The introduction of double rocking jump rope into badminton training classes in sports colleges and universities as a means of lower limb muscle strength training is conducive to improving the level of lower limb muscle strength of special badminton players, enriching the teaching and training means of lower limb muscle strength in sports colleges and universities, and broadening the research field of lower limb muscle strength in badminton in sports colleges and universities.
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Affiliation(s)
- Jun Li
- Department of Physical Education, Chongqing University of Technology, Chongqing, China
| | - Rong Li
- Physical Department, Chongqing University of Science Technology, Chongqing, China
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Safavi S, Sheikhhoseini R, Abdollahi S. Comparison of mechanical energy transfer during right-forward lunge between female amateur and professional badminton players. BMC Sports Sci Med Rehabil 2023; 15:123. [PMID: 37770984 PMCID: PMC10538021 DOI: 10.1186/s13102-023-00741-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Accepted: 09/21/2023] [Indexed: 09/30/2023]
Abstract
BACKGROUND Regarding their skill levels, badminton players present different movement patterns during front and right lunging. The main objective of this study was to compare the mechanical energy transfers attributable to right-forward lunges between amateur and professional badminton players to study variations in mechanical efficiency at various skill levels. METHOD In this cross-sectional study, twenty female badminton players were recruited (Professional group n = 10 and Amateur group n = 10). The kinematics and kinetics of the lower extremities were recorded while performing right-forward lunges using Vicon motion capture and Kistler force plates. Mechanical energy expenditures (MEE) were extracted in eccentric transfer, concentric transfer, and no-transfer phases for the hip, knee, and ankle joints. At each joint, mechanical energy compensations (MEC) were also determined. Independent samples t-tests were used to analyze data at a significance level of α = 0.05. RESULT Regards to mechanical energy expenditures at the initial heel contact phase, the professional players demonstrated statistically significant more ankle no-transfer (p < 0.003), less knee concentric transfer (p < 0.026), more knee eccentric transfer (p < 0.001), and less hip no-transfer (p < 0.001). At the same time, the amateur athletes showed significantly more ankle eccentric transfer (p < 0.042) at maximal knee flexion angle time point. Analyzing mechanical energy compensation coefficients showed that the professional athletes had significantly less ankle concentric transfer (p < 0.001), more knee concentric transfer (p < 0.001), more knee eccentric transfer (p < 0.001), and more hip eccentric transfer (p < 0.001) at initial contact phase. While they found to have significantly more ankle eccentric transfer (p < 0.007), less knee concentric transfer (p < 0.001), less knee eccentric transfer (p < 0.001), more hip concentric transfer (p < 0.001), and more hip eccentric transfer (p < 0.001) at maximal knee flexion angle. CONCLUSION it is shown that the mechanical energy efficiency of the right-forward lunge is skill-related. It seems that altered lunge landing biomechanics may increase the risk of ankle and knee injuries and muscular damages in amateur athletes. It is recommended for amateur players to follow a injury prevention training program that promotes proper lunging technique.
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Affiliation(s)
- Soheila Safavi
- Department of corrective exercise & Sport injury, Faculty of physical education and sport sciences, Allameh Tabataba'i University, western Bulverde of Azadi sport complex, Tehran, Iran
| | - Rahman Sheikhhoseini
- Department of corrective exercise & Sport injury, Faculty of physical education and sport sciences, Allameh Tabataba'i University, western Bulverde of Azadi sport complex, Tehran, Iran.
| | - Sajjad Abdollahi
- Department of corrective exercise & Sport injury, Faculty of physical education and sport sciences, Allameh Tabataba'i University, Tehran, Iran
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Yu L, Jiang H, Mei Q, Mohamad NI, Fernandez J, Gu Y. Intelligent prediction of lower extremity loadings during badminton lunge footwork in a lab-simulated court. Front Bioeng Biotechnol 2023; 11:1229574. [PMID: 37614628 PMCID: PMC10442659 DOI: 10.3389/fbioe.2023.1229574] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 07/25/2023] [Indexed: 08/25/2023] Open
Abstract
Introduction: Playing badminton has been reported with extensive health benefits, while main injuries were documented in the lower extremity. This study was aimed to investigate and predict the knee- and ankle-joint loadings of athletes who play badminton, with "gold standard" facilities. The axial impact acceleration from wearables would be used to predict joint moments and contact forces during sub-maximal and maximal lunge footwork. Methods: A total of 25 badminton athletes participated in this study, following a previously established protocol of motion capture and musculoskeletal modelling techniques with the integration of a wearable inertial magnetic unit (IMU). We developed a principal component analysis (PCA) statistical model to extract features in the loading parameters and a multivariate partial least square regression (PLSR) machine learning model to correlate easily collected variables, such as the stance time, approaching velocity, and peak accelerations, with knee and ankle loading parameters (moments and contact forces). Results: The key variances of joint loadings were observed from statistical principal component analysis modelling. The promising accuracy of the partial least square regression model using input parameters was observed with a prediction accuracy of 94.52%, while further sensitivity analysis found a single variable from the ankle inertial magnetic unit that could predict an acceptable range (93%) of patterns and magnitudes of the knee and ankle loadings. Conclusion: The attachment of this single inertial magnetic unit sensor could be used to record and predict loading accumulation and distribution, and placement would exhibit less influence on the motions of the lower extremity. The intelligent prediction of loading patterns and accumulation could be integrated to design training and competition schemes in badminton or other court sports in a scientific manner, thus preventing fatigue, reducing loading-accumulation-related injury, and maximizing athletic performance.
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Affiliation(s)
- Lin Yu
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
| | - Hanhui Jiang
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
| | - Qichang Mei
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Nur Ikhwan Mohamad
- Faculty of Sports Sciences and Coaching, Sultan Idris Education University, Tanjong Malim, Malaysia
| | - Justin Fernandez
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
- Department of Engineering Science, The University of Auckland, Auckland, New Zealand
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
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Yu L, Wang Y, Fernandez J, Mei Q, Zhao J, Yang F, Gu Y. Dose-response effect of incremental lateral-wedge hardness on the lower limb Biomechanics during typical badminton footwork. J Sports Sci 2023; 41:972-989. [PMID: 37742342 DOI: 10.1080/02640414.2023.2257513] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 09/04/2023] [Indexed: 09/26/2023]
Abstract
Badminton footwork has been characterised with jump-landing, cross step, side side and lunges, which requires movement agility to facilitate on-court performance. A novel badminton shoe design with systematic increase of lateral wedge hardness (Asker C value of 55, 60, 65, and 70) was developed and investigated in this study, aiming to analyse the dose-response effect of incremental wedge hardness on typical badminton footwork. Stance time and joint stiffness were employed to investigate the footwork performance, and the factorial Statistical non-Parametric Mapping and Principal Component Analysis (PCA) were used to quantify the biomechanical responses over the stance. As reported, shorter contact times (decreased by 8.9%-13.5%) and increased joint stiffness (in side step) of foot-ankle complex were found, suggesting improved footwork stability and agility from increased hardness. Time-varying differences were noted during the initial landing and driving-off phase of cross and side steps and drive-off returning of lunges, suggesting facilitated footwork performance. The reconstructed modes of variations from PCA further deciphered the biomechanical response to the wedge dosage, especially during drive-off, to understand the improved footwork agility and stability.
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Affiliation(s)
- Lin Yu
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
| | - Yuan Wang
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Justin Fernandez
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
- Department of Engineering Science, The University of Auckland, Auckland, New Zealand
| | - Qichang Mei
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Jia Zhao
- Li Ning Sport Science Research Center, Li Ning (China) Sports Goods Company Limited, Beijing, China
| | - Fan Yang
- Li Ning Sport Science Research Center, Li Ning (China) Sports Goods Company Limited, Beijing, China
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
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Chow TH, Hsu CC, Chen CC, Hsu CH. Bipedal Static Supination and Dynamic Forefoot Loading Characteristics in Taiwanese College Badminton Players: A Cross-Sectional Study. Bioengineering (Basel) 2023; 10:bioengineering10040498. [PMID: 37106685 PMCID: PMC10135980 DOI: 10.3390/bioengineering10040498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 04/07/2023] [Accepted: 04/20/2023] [Indexed: 04/29/2023] Open
Abstract
CONTEXT Badminton is a unilateral sport that involves repetitive jumping, lunging and quick changes of direction with the lower limb, thus, plantar pressure profiles and foot postural profiles are critical to maintaining balance and coordination. OBJECTIVE The purpose of this study was to explore the characteristics of static and dynamic plantar pressure profiles with rearfoot posture in elite and recreational badminton players as well as assess the transitional changes of plantar loads between static and dynamic states. METHODS A cross-sectional survey was conducted among 65 college-level elite male badminton players (mean age: 20.2 ± 1.2 years; mean height: 177.4 ± 4.6 cm; mean weight: 72.6 ± 4.6 kg) and 68 recreational badminton players of the same gender (mean age: 19.9 ± 0.8 years; mean height: 170.3 ± 3.9 cm; mean weight: 67.7 ± 3.2 kg). The JC Mat was used to evaluate the arch index (AI), plantar pressure distribution (PPD), centers of gravity, and the characteristics of the footprint. Static foot posture was determined by examining the rearfoot alignment. RESULTS Both groups' AI fell within the normal range. The static plantar loads of the elite group were distributed at the bipedal lateral part of longitudinal arches and heels (p < 0.01), while the right foot experienced higher centers of gravity (p < 0.05). The elite group's static rearfoot postural alignment exhibited a higher degree of rearfoot varus than the recreational group (p < 0.05). In addition, the elite group's dynamic plantar loads were mainly exerted at the medial and lateral metatarsals of both feet (p < 0.05). During the transition state, the recreational group's plantar loads were mainly shifted to the bipedal lateral part of metatarsals and heels (p < 0.05), whereas the elite group's bipedal lateral longitudinal arches as well as the medial and lateral heels experienced a reduction in plantar loads (p < 0.01). CONCLUSION For elite badminton players, the findings revealed a possible connection among the static supinated foot, centers of gravity tending towards the right foot, and increased forefoot plantar loads in the dynamic state. The finding merits further exploration of the possible links between transitional changes in plantar pressure distribution in both states and related foot injuries resulting from intense competition and regular training in badminton.
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Affiliation(s)
- Tong-Hsien Chow
- Department of Sports Science, R.O.C. Military Academy, Kaohsiung 830208, Taiwan
| | - Chin-Chia Hsu
- Department of International Business, Ming Chuan University, Taipei 11103, Taiwan
| | - Chih-Cheng Chen
- Department of Sport Management, Aletheia University, New Taipei City 25135, Taiwan
| | - Chin-Hsien Hsu
- Department of Leisure Industry Management, National Chin-Yi University of Technology, Taichung 41170, Taiwan
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Tong J, Lu Z, Cen X, Chen C, Ugbolue UC, Gu Y. The effects of ankle dorsiflexor fatigue on lower limb biomechanics during badminton forward forehand and backhand lunge. Front Bioeng Biotechnol 2023; 11:1013100. [PMID: 36798592 PMCID: PMC9927012 DOI: 10.3389/fbioe.2023.1013100] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Accepted: 01/20/2023] [Indexed: 01/31/2023] Open
Abstract
Background: Local muscle fatigue may have an adverse effect on the biomechanics of the lunge movement and athletic performance. This study analyzed the biomechanical indicators of the forward lunge in badminton players before and after fatigue of the ankle dorsiflexors. Methods: Using the isometric muscular strength testing system, 15 badminton players underwent an ankle dorsiflexor fatigue test. Before and after the fatigue experiment, five lunges were done in both the forehand forward (FH) and backhand forward (BH) directions, five in each direction. A Vicon motion capture system and an AMTI force measuring station were used to record lower limb kinematic and ground reaction force (GRF). Pre-fatigue and post-fatigue variability were determined using paired-samples t-tests, Wilcoxon signed rank test, and Statistical Non-parametric Mapping (SNPM). Result: The results showed that after fatigue, the peak angle of ankle dorsiflexion was significantly reduced (p = 0.034), the range of motion (ROM) of the ankle sagittal plane (p = 0.000) and peak angle of ankle plantarflexion (p = 0.001) was significantly increased after forehand landing. After fatigue, ankle inversion was significantly increased after forehand and backhand landings (FH: p = 0.033; BH: p = 0.015). After fatigue, peak knee flexion angles increased significantly (FH: Max: p = 0.000, Min: p = 0.000; BH: Max: p = 0.017, Min: p = 0.037) during forehand and backhand landings and ROM in knee flexion and extension increased (p = 0.009) during forehand landings. Knee inversion range of motion was significantly increased after fatigue (p = 0.024) during forehand landings. Peak hip flexion angle (p = 0.000) and range of motion (p = 0.000) were significantly reduced in forehand landings after fatigue. The mean loading rate (p = 0.005) and the maximum loading rate (p = 0.001) increased significantly during backhand landings after fatigue. Post-fatigue, the center of pressure (COP) frontal offset increased significantly (FH: p = 0.000; BH: p = 0.000) in the forehand and backhand landings. Conclusion: These results indicate that when the ankle dorsiflexors are fatigued, the performance of the forehand is significantly negatively affected, and the impact force of the backhand is greater.
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Affiliation(s)
- Jianhua Tong
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Zhenghui Lu
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Xuanzhen Cen
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Doctoral School on Safety and Security Sciences, Obuda University, Budapest, Hungary
| | - Chaoyi Chen
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Ukadike Chris Ugbolue
- School of Health and Life Science, University of the West of Scotland, Scotland, United Kingdom
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Doctoral School on Safety and Security Sciences, Obuda University, Budapest, Hungary
- Research Academy of Medicine Combining Sports, Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China
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Malwanage KT, Senadheera VV, Dassanayake TL. Effect of balance training on footwork performance in badminton: An interventional study. PLoS One 2022; 17:e0277775. [PMID: 36395192 PMCID: PMC9671355 DOI: 10.1371/journal.pone.0277775] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 11/02/2022] [Indexed: 11/19/2022] Open
Abstract
Badminton is a racket sport that requires a wide variety of proficient postural changes and moves including jumps, lunges, quick changes in direction, and rapid arm movements. Efficient movement in badminton court entails reaching the shuttlecock in as few steps as possible while maintaining good balance. Balance training is an unexplored component in badminton training protocol, though balance is important in injury prevention and performance enhancement. We aimed to investigate the effectiveness of balance training on sport-specific footwork performance of school-level competitive badminton players. We conducted a controlled trial involving 20 male badminton players (age 12.85±0.67 years). Participants were stratified according to their level of performance in the game, and payers from each stratum were randomly assigned to control and intervention groups. The control group (n = 8) engaged in 2 hours of ordinary badminton training, whereas the intervention group (n = 12) underwent 30 minutes of balance training followed by 1 hour and 30 minutes of ordinary badminton training, 2 days per week for 8 weeks. We tested the participants at baseline and after 8 weeks for static balance (Unipedal Stance Test), dynamic balance (Star Excursion Balance Test) and sport-specific footwork performance (shuttle run time and push-off times during stroke-play). On pre- vs. post-intervention comparisons, both groups improved in static balance (eyes opened) (p<0.05), but only the intervention group improved in dynamic balance (p = 0.036) and shuttle-run time (p = 0.020). The intervention group also improved push-off times for front forehand (p = 0.045), side forehand (p = 0.029) and rear around-the-head shots (p = 0.041). These improvements in push-off times varied between 19-36% of the baseline. None of the footwork performance measures significantly improved in the control group. Our findings indicate that incorporating a 30-minute balance training program into a regular training schedule improves dynamic balance, and on-court sport-specific footwork performance in adolescent competitive badminton players, after 8 weeks of training.
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Affiliation(s)
- Kavinda T. Malwanage
- Department of Physiotherapy, Faculty of Allied Health Sciences, University of Peradeniya, Peradeniya, Sri Lanka
- * E-mail:
| | - Vindya V. Senadheera
- Department of Physiotherapy, Faculty of Allied Health Sciences, University of Peradeniya, Peradeniya, Sri Lanka
| | - Tharaka L. Dassanayake
- Department of Physiology, Faculty of Medicine, University of Peradeniya, Peradeniya, Sri Lanka
- School of Psychological Sciences, The University of Newcastle, Callaghan, NSW, Australia
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He Y, Fekete G, Sun D, Baker JS, Shao S, Gu Y. Lower Limb Biomechanics during the Topspin Forehand in Table Tennis: A Systemic Review. Bioengineering (Basel) 2022; 9:bioengineering9080336. [PMID: 35892748 PMCID: PMC9330838 DOI: 10.3390/bioengineering9080336] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 07/20/2022] [Accepted: 07/21/2022] [Indexed: 11/16/2022] Open
Abstract
The aim of this study is to review the valuable lower limb biomechanical contribution to table tennis topspin forehand. Databases included Scopus, PubMed, and Web of science. In this case, 19 articles were selected for the systematic review. The mechanics of the plantar, lower limb joints kinematics and kinetics, muscle activity, and racket-joint relationship are described through gender, performance level, and footwork. The study found that the hip movement characteristics and the hip muscle group activity following a proximal-to-distal sequence strategy significantly contributed to the maximum acceleration of the racket. Optimizing the motion strategy of the ankle and plantar as well as the ankle muscle group activity is beneficial for the transmission of energy in the kinetic chain. Muscle groups around the ankle and subtalar joints are heavily activated during landing to maintain foot stability during the landing phase. Lower limb muscle development plays an important role in movement control and stability as well as sports injury prevention in table tennis footwork during the performance of the topspin forehand. Furthermore, physical development levels and anatomical differences (such as hip and lower trunk muscle strength differences), maybe the main reasons for gender differences observed during the topspin forehand. Systematically summarizing this valuable information can contribute to athletes’ and coaches’ knowledge to enhance topspin forehand performance and training regimes. We suggest that future research could consider the joint contact forces, ball movement, and ball-racket impact during a performance of topspin forehand.
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Affiliation(s)
- Yuqi He
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (Y.H.); (D.S.)
- Faculty of Engineering, University of Pannonia Veszeprem, 8200 Veszprém, Hungary
- Savaria Institute of Technology, Faculty of Informatics, Eötvös Loránd University, H9700 Szombathely, Hungary;
| | - Gusztáv Fekete
- Savaria Institute of Technology, Faculty of Informatics, Eötvös Loránd University, H9700 Szombathely, Hungary;
| | - Dong Sun
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (Y.H.); (D.S.)
| | - Julien S. Baker
- Department of Sport and Physical Education, Hong Kong Baptist University, Hong Kong, China;
| | - Shirui Shao
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (Y.H.); (D.S.)
- Correspondence: (S.S.); (Y.G.); Tel.: +86-574-87600456 (S.S.); +86-574-87600271 (Y.G.)
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (Y.H.); (D.S.)
- Correspondence: (S.S.); (Y.G.); Tel.: +86-574-87600456 (S.S.); +86-574-87600271 (Y.G.)
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16
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Shen S, Lam WK, Teng J, Jia SW, Baker JS, Ugbolue UC, Fekete G, Gu Y. Gender and leg-dominance differences in shoe properties and foot injuries in badminton: a cross-sectional survey. J Foot Ankle Res 2022; 15:26. [PMID: 35369886 PMCID: PMC8978418 DOI: 10.1186/s13047-022-00531-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Accepted: 03/14/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
While the roles of injury prevention and performance enhancement have increasingly been investigated for badminton footwear, there is a lack of research on gender-specific badminton footwear. The purpose of this study was to examine the gender differences in footwear demands and foot injuries in badminton.
Methods
The study was a cross-sectional survey, in which 326 recreational badminton players were recruited. The questionnaire was divided into four sections enquiring about the characteristics of (1) participant profiles, (2) importance of shoe properties (3) shoe complaints (4) and pain or discomfort in different foot regions. The Mann-Whitney U test and Wilcoxon Signed Ranks test were performed to determine the differences between genders and the differences between leg dominance, respectively. The significance level was set at 0.05.
Results
Both males and females rated shoe fit as the most important features, followed by the overall comfort and injury protection. Females considered the shoe forefoot cushioning, comfort, breathability and colour as more important compared with the other properties, which showed distinct pattern differences from males. The shoe problem results indicated that plantar pain of the non-dominant foot was considered the most commonly reported footwear problem by both males and females. The problem of excessive arch-support on the dominant and non-dominant sides of male participants was significantly higher than females (p < 0.05). Occasional pain or frequent pain were mainly distributed in the forefoot, followed by the rearfoot and midfoot regions.
Conclusion
There were small differences in footwear demand between the dominant and non-dominant sides, but several differences existed between females and males. The results from gender differences suggested that female shoes prefer a specific shoe last for better fit, rather than a modified version of male shoes. In the future, the design of badminton shoes should consider footwear demands and foot discomfort profiles in respective male and female badminton players.
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Hu M, Kobayashi T, Zhou J, Lam WK. Current application of continuous relative phase in running and jumping studies: A systematic review. Gait Posture 2021; 90:215-233. [PMID: 34520999 DOI: 10.1016/j.gaitpost.2021.08.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 08/04/2021] [Accepted: 08/22/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Continuous relative phase (CRP) has gained popularity to assess movement performances in recent decades. RESEARCH QUESTION The application and interpretation of CRP in common movements such as running and jumping are still unclear. METHODS This systematic review summarized the current applications, methodology, parameters of interest, and interpretations of CRP variables in running and jumping. Reviewed articles were found in five databases from January 1999 to December 2020, and 1613 records were obtained. After applying selection criteria and analysis of study quality to titles, abstracts, and full texts, 38 articles were identified for subsequent review. RESULTS Twenty-eight reviewed articles relating to running were found to compare the coordination among pathological gait, footwear designs, running speed, gender, age, running level, fatigue state, and treadmill effect. In addition, ten reviewed articles relating to jumping were found to compare the coordination among different types of jump (e.g., squat jump coordination, countermovement jump, single leg jump) and insole effect. SIGNIFICANCE The CRP and its variability (CRPv) are two common variables to describe the changes and differences of coordination patterns, respectively. These reviewed articles suggest that CRP tools are effective to assess the coordination and performances in running and jumping, as these values are related to external (environment/equipment) and internal (self-biological) changes. In the future, studying higher-order analysis of movement patterns using CRP tools can provide meaningful interpretation of movement behavior.
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Affiliation(s)
- Mingyu Hu
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China; National Engineering Laboratory for Clean Technology of Leather Manufacture, Sichuan University, Chengdu, 610065, China
| | - Toshiki Kobayashi
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - Jin Zhou
- National Engineering Laboratory for Clean Technology of Leather Manufacture, Sichuan University, Chengdu, 610065, China.
| | - Wing-Kai Lam
- Department of Kinesiology, Shenyang Sports Institute, Shenyang, 110102, China; Li Ning Sports Science Research Center, Li Ning (China) Sports Goods Company, Beijing, 101111, China; Li Ning Sports Technology (Shenzhen) Co., Ltd, Shenzhen, 518000, China.
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18
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Wong DWC, Chen TLW, Peng Y, Lam WK, Wang Y, Ni M, Niu W, Zhang M. An instrument for methodological quality assessment of single-subject finite element analysis used in computational orthopaedics. MEDICINE IN NOVEL TECHNOLOGY AND DEVICES 2021. [DOI: 10.1016/j.medntd.2021.100067] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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Yu L, Mei Q, Mohamad NI, Gu Y, Fernandez J. An exploratory investigation of patellofemoral joint loadings during directional lunges in badminton. Comput Biol Med 2021; 132:104302. [PMID: 33677166 DOI: 10.1016/j.compbiomed.2021.104302] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 02/25/2021] [Accepted: 02/25/2021] [Indexed: 10/22/2022]
Abstract
Anterior knee pain is a commonly documented musculoskeletal disorder among badminton players. However, current biomechanical studies of badminton lunges mainly report kinetic profiles in the lower extremity with few investigations of in-vivo loadings. The objective of this study was to evaluate tissue loadings in the patellofemoral joint via musculoskeletal modelling and Finite Element simulation. The collected marker trajectories, ground reaction force and muscle activation data were used for musculoskeletal modelling to compute knee joint angles and quadricep muscle forces. These parameters were then set as boundary conditions and loads for a quasistatic simulation using the Abaqus Explicit solver. Simulations revealed that the left-forward (LF) and backward lunges showed greater contact pressure (14.98-29.61%) and von Mises stress (14.17-32.02%) than the right-forward and backward lunges; while, loadings in the left-backward lunge were greater than the left-forward lunge by 13-14%. Specifically, the stress in the chondral layer was greater than the contact interface, particularly in the patellar cartilage. These findings suggest that right-side dominant badminton players load higher in the right patellofemoral joint during left-side (backhand) lunges. Knowledge of these tissue loadings may provide implications for the training of badminton footwork, such as musculature development, to reduce cartilage loading accumulation, and prevent anterior knee pain.
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Affiliation(s)
- Lin Yu
- Loudi Vocational and Technical College, Loudi, China; Faculty of Sports Sciences and Coaching, Sultan Idris Education University, Tanjong Malim, Malaysia; Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Qichang Mei
- Faculty of Sports Science, Ningbo University, Ningbo, China; Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand.
| | - Nur Ikhwan Mohamad
- Faculty of Sports Sciences and Coaching, Sultan Idris Education University, Tanjong Malim, Malaysia
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China; Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand.
| | - Justin Fernandez
- Faculty of Sports Science, Ningbo University, Ningbo, China; Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand; Department of Engineering Science, University of Auckland, Auckland, New Zealand
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