1
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Yamamoto K, Hasegawa Y, Suzuki T, Suzuki H, Tanabe H, Fujii K. Extracting proficiency differences and individual characteristics in golfers' swing using single-video markerless motion analysis. Front Sports Act Living 2023; 5:1272038. [PMID: 38033658 PMCID: PMC10684732 DOI: 10.3389/fspor.2023.1272038] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 11/02/2023] [Indexed: 12/02/2023] Open
Abstract
In this study, we analyzed golfers' swing movement to extract differences in proficiency and individual characteristics using two-dimensional video data from a single camera. We conducted an experiment with 27 golfers who had a wide range of skill levels, using a 7-iron; we acquired video data with a camera on the sagittal plane. For data extraction, we used pose estimation (using HRNet) and object detection (using DeepLabCut) methods to extract human-joint and club-head data. We examined the relationship between proficiency and individual characteristics vis-à-vis forward tilt angle and club trajectory. The results showed that the stability and reproducibility of the forward tilt angle are characteristics of proficiency. Highly skilled golfers showed low variability and high reproducibility between trials in forward tilt angle. However, we found that club trajectory may not be a characteristic of proficiency but rather an individual characteristic. Club trajectory was divided roughly into clockwise rotation and counterclockwise rotation. Thus, the analysis based on video data from a single markerless camera enabled the extraction of the differences in proficiency and individual characteristics of golf swing. This suggests the usefulness of our system for simply evaluating golf swings and applying it to motor learning and coaching situations.
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Affiliation(s)
- Kota Yamamoto
- Graduate School of Informatics, Nagoya University, Nagoya, Japan
- Research Fellow of the Japan Society for the Promotion of Science, Nagoya, Japan
| | - Yumiko Hasegawa
- Faculty of Humanities and Social Sciences, Iwate University, Morioka, Japan
| | - Tomohiro Suzuki
- Graduate School of Informatics, Nagoya University, Nagoya, Japan
| | - Hiroo Suzuki
- Faculty of Economics, Ryukoku University, Kyoto, Japan
| | - Hiroko Tanabe
- Institutes of Innovation for Future Society, Nagoya University, Nagoya, Japan
| | - Keisuke Fujii
- Graduate School of Informatics, Nagoya University, Nagoya, Japan
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2
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Do the Pelvic and Thorax Movements Differ between the Sexes and Influence Golf Club Velocity in Junior Golfers? Sports (Basel) 2023; 11:sports11030060. [PMID: 36976946 PMCID: PMC10057497 DOI: 10.3390/sports11030060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 03/03/2023] [Accepted: 03/06/2023] [Indexed: 03/11/2023] Open
Abstract
The aim of this study was to determine the differences in golf swing execution in terms of the parameters of the pelvis and thorax movement between the sexes in junior golfers and their relation to the golf club velocity. Elite female and male players (age: 15.4 ± 1.0 and 15.8 ± 1.7 years, respectively) performed 10 golf swings with a driver under laboratory conditions. Pelvis and thorax movement parameters and golf club velocities were measured using a three-dimensional motion capture system. Statistical parametric mapping analysis of pelvis–thorax coupling revealed a significant difference (p < 0.05) between boys and girls during backswing. Analysis of variance showed a significant effect of sex on the parameters of maximal pelvic rotation (F = 6.28, p = 0.02), X-factor (F = 5.41, p = 0.03), and golf club velocity (F = 31.98, p < 0.01). No significant relationship was found between pelvis and thorax movement parameters and golf club velocity in the girls. We found a significant negative relationship between the parameters of maximal thorax rotation and golf club velocity (r = −0.941, p < 0.01) and between X-Factor and golf club velocity (r = −0.847, p < 0.05) in the boys. We suggest that these negative relationships in males were caused by the influence of hormones during their maturation and biological development, where there is decreased flexibility (lower shoulders rotation and X-factor) and growth of muscle strength (higher club head velocity).
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3
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Golf Swing Biomechanics: A Systematic Review and Methodological Recommendations for Kinematics. Sports (Basel) 2022; 10:sports10060091. [PMID: 35736831 PMCID: PMC9227529 DOI: 10.3390/sports10060091] [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: 01/21/2022] [Revised: 05/05/2022] [Accepted: 05/26/2022] [Indexed: 11/16/2022] Open
Abstract
Numerous studies have been conducted to investigate golf swing performance in both preventing injury and injury occurrence. The objective of this review was to describe state-of-the-art golf swing biomechanics, with a specific emphasis on movement kinematics, and when possible, to suggest recommendations for research methodologies. Keywords related to biomechanics and golf swings were used in scientific databases. Only articles that focused on golf-swing kinematics were considered. In this review, 92 articles were considered and categorized into the following domains: X-factor, crunch factor, swing plane and clubhead trajectory, kinematic sequence, and joint angular kinematics. The main subjects of focus were male golfers. Performance parameters were searched for, but the lack of methodological consensus prevented generalization of the results and led to contradictory results. Currently, three-dimensional approaches are commonly used for joint angular kinematic investigations. However, recommendations by the International Society of Biomechanics are rarely considered.
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4
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Kim SE, Lee J, Lee SY, Lee HD, Shim JK, Lee SC. Small changes in ball position at address cause a chain effect in golf swing. Sci Rep 2021; 11:2694. [PMID: 33514759 PMCID: PMC7846748 DOI: 10.1038/s41598-020-79091-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 11/25/2020] [Indexed: 11/09/2022] Open
Abstract
The purpose of this study was to investigate how the ball position along the mediolateral (M-L) direction of a golfer causes a chain effect in the ground reaction force, body segment and joint angles, and whole-body centre of mass during the golf swing. Twenty professional golfers were asked to complete five straight shots for each 5 different ball positions along M-L: 4.27 cm (ball diameter), 2.14 cm (ball radius), 0 cm (reference position at preferred ball position), - 2.14 cm, and - 4.27 cm, while their ground reaction force and body segment motions were captured. The dependant variables were calculated at 14 swing events from address to impact, and the differences between the ball positions were evaluated using Statistical Parametric Mapping. The left-sided ball positions at address showed a greater weight distribution on the left foot with a more open shoulder angle compared to the reference ball position, whereas the trend was reversed for the right-sided ball positions. These trends disappeared during the backswing and reappeared during the downswing. The whole-body centre of mass was also located towards the target for the left-sided ball positions throughout the golf swing compared to the reference ball position, whereas the trend was reversed for the right-sided ball positions. We have concluded that initial ball position at address can cause a series of chain effects throughout the golf swing.
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Affiliation(s)
- Sung Eun Kim
- Department of Physical Education, Yonsei University, #321 Sports Science Complex, 50 Yonsei Ro, Seodaemun-gu, Seoul, 03722, Korea.,Frontier Research Institute of Convergence Sports Science, Yonsei University, Seoul, Korea
| | - Jangyun Lee
- Department of Orthopaedic Surgery, National Medical Center, Seoul, Korea.,Department of Orthopaedic Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Sae Yong Lee
- Department of Physical Education, Yonsei University, #321 Sports Science Complex, 50 Yonsei Ro, Seodaemun-gu, Seoul, 03722, Korea.,Yonsei Institute of Sports Science and Exercise Medicine, Yonsei University, Seoul, Korea
| | - Hae-Dong Lee
- Department of Physical Education, Yonsei University, #321 Sports Science Complex, 50 Yonsei Ro, Seodaemun-gu, Seoul, 03722, Korea.,Frontier Research Institute of Convergence Sports Science, Yonsei University, Seoul, Korea
| | - Jae Kun Shim
- Department of Kinesiology, University of Maryland, 0110F School of Public Health (Bldg #255), 4200 Valley Drive, College Park, MD, 20742, USA. .,Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, USA. .,Maryland Robotics Center, University of Maryland, College Park, MD, USA. .,Department of Mechanical Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, Korea.
| | - Sung-Cheol Lee
- Department of Physical Education, Yonsei University, #321 Sports Science Complex, 50 Yonsei Ro, Seodaemun-gu, Seoul, 03722, Korea. .,Frontier Research Institute of Convergence Sports Science, Yonsei University, Seoul, Korea.
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5
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Golf Swing Segmentation from a Single IMU Using Machine Learning. SENSORS 2020; 20:s20164466. [PMID: 32785116 PMCID: PMC7472298 DOI: 10.3390/s20164466] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 08/06/2020] [Accepted: 08/07/2020] [Indexed: 11/17/2022]
Abstract
Golf swing segmentation with inertial measurement units (IMUs) is an essential process for swing analysis using wearables. However, no attempt has been made to apply machine learning models to estimate and divide golf swing phases. In this study, we proposed and verified two methods using machine learning models to segment the full golf swing into five major phases, including before and after the swing, from every single IMU attached to a body part. Proposed bidirectional long short-term memory-based and convolutional neural network-based methods rely on characteristics that automatically learn time-series features, including sequential body motion during a golf swing. Nine professional and eleven skilled male golfers participated in the experiment to collect swing data for training and verifying the methods. We verified the proposed methods using leave-one-out cross-validation. The results revealed average segmentation errors of 5–92 ms from each IMU attached to the head, wrist, and waist, accurate compared to the heuristic method in this study. In addition, both proposed methods could segment all the swing phases using only the acceleration data, bringing advantage in terms of power consumption. This implies that swing-segmentation methods using machine learning could be applied to various motion-analysis environments by dividing motion phases with less restriction on IMU placement.
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6
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Izumoto Y, Kurihara T, Sato T, Maeo S, Sugiyama T, Kanehisa H, Isaka T. Changes in angular momentum during the golf swing and their association with club head speed. INT J PERF ANAL SPOR 2019. [DOI: 10.1080/24748668.2019.1702298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Yoka Izumoto
- Graduate School of Sport and Health Science, Ritsumeikan University, Shiga, Japan
| | - Toshiyuki Kurihara
- Research Organization of Science and Technology, Ritsumeikan University, Shiga, Japan
| | - Takahiko Sato
- Faculty of Sport and Health Science, Ritsumeikan University, Shiga, Japan
| | - Sumiaki Maeo
- Research Organization of Science and Technology, Ritsumeikan University, Shiga, Japan
| | - Takashi Sugiyama
- Ritsumeikan Global Innovation Research Organization, Ritsumeikan University, Shiga, Japan
| | - Hiroaki Kanehisa
- Faculty of Sport and Health Science, Ritsumeikan University, Shiga, Japan
| | - Tadao Isaka
- Faculty of Sport and Health Science, Ritsumeikan University, Shiga, Japan
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7
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Parker J, Hellström J, Olsson MC. Differences in kinematics and driver performance in elite female and male golfers. Sports Biomech 2019; 21:731-747. [PMID: 31724482 DOI: 10.1080/14763141.2019.1683221] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The aim of this study was to compare swing kinematic differences between women and men and investigate which variables predict clubhead speed (CHS) and carry distance (CD) whilst accounting for individual variation. METHODS Swing kinematics and driver performance data were collected on 20 (10 women) elite golfers (HCP 0.7 ± 1.4). We used Bayesian T-test for between sex comparison of swing kinematics and Bayesian Analysis of covariance (ANCOVA) to produce general linear models for CHS and carry distance for elite female and male golfers separately. RESULTS There was strong evidence that the driver performance variables CHS and CD were decreased in women compared to men, and two kinematic variables; time to arm peak speed downswing and angular wrist peak speed were slower in women. The ANCOVAs identified very strong to overwhelming evidence that participant as a fixed factor was a determinant of CHS for both women and men but was not a determinant of CD. CONCLUSION when looking to enhance driver performance among high-level golfers, coaches should be aware that variables that determine CHS and CD differ among women and men and if the aim is to improve CHS coaches should not forget the importance of individual swing characteristics.
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Affiliation(s)
- James Parker
- The Rydberg Laboratory for Applied Sciences, School of Business, Engineering and Science, Halmstad University, Halmstad, Sweden.,The Center for Research on Welfare, Health and Sport, Halmstad University, Halmstad, Sweden.,Scandinavian College of Sport, Gothenburg, Sweden
| | | | - M Charlotte Olsson
- The Rydberg Laboratory for Applied Sciences, School of Business, Engineering and Science, Halmstad University, Halmstad, Sweden
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8
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Han KH, Como C, Kim J, Hung CJ, Hasan M, Kwon YH. Effects of pelvis-shoulders torsional separation style on kinematic sequence in golf driving. Sports Biomech 2019; 18:663-685. [DOI: 10.1080/14763141.2019.1629617] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Ki Hoon Han
- Biomechanics Laboratory, School of Health Promotion & Kinesiology, College of Health Sciences, Texas Woman’s University, Denton, TX, USA
| | - Christopher Como
- Biomechanics Laboratory, School of Health Promotion & Kinesiology, College of Health Sciences, Texas Woman’s University, Denton, TX, USA
| | - Jemin Kim
- Biomechanics Laboratory, School of Health Promotion & Kinesiology, College of Health Sciences, Texas Woman’s University, Denton, TX, USA
| | - Cheng-Ju Hung
- Biomechanics Laboratory, School of Health Promotion & Kinesiology, College of Health Sciences, Texas Woman’s University, Denton, TX, USA
| | - Mohammad Hasan
- Biomechanics Laboratory, School of Health Promotion & Kinesiology, College of Health Sciences, Texas Woman’s University, Denton, TX, USA
| | - Young-Hoo Kwon
- Biomechanics Laboratory, School of Health Promotion & Kinesiology, College of Health Sciences, Texas Woman’s University, Denton, TX, USA
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9
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Takagi T, Murata M, Yokozawa T, Shiraki H. Dynamics of pelvis rotation about its longitudinal axis during the golf swing. Sports Biomech 2019; 20:583-602. [PMID: 31038009 DOI: 10.1080/14763141.2019.1585472] [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] [Indexed: 10/26/2022]
Abstract
The purpose of this study was to identify the dynamic factors contributing to pelvis angular velocity about its longitudinal axis (pelvis axial angular velocity) during the golf swing. Thirty-one right-handed skilled golfers (handicap, 3.5 ± 1.8) performed swings with a driver. The kinematic and kinetic data were collected using an optical motion analysis system and two force platforms. The dynamic factors (i.e., joint torque, gravitational force, motion-dependent forces and inertia forces) contributing to pelvis axial angular acceleration were calculated. The present study revealed that the left (lead) hip flexor and adductor torques as well as the right (trail) hip extensor and abductor torques were identified as the main contributors to pelvis axial angular velocity. These hip joint torques contributed not synchronously but sequentially to the pelvis. Although the knee joint torques contributed little to pelvis axial angular velocity directly, the knee joint torques might support the generation of large hip joint torques by regulating joint postures. These findings indicate that the functional coordination of the lower limb segments as well as the magnitude of the joint torques play an important role in rotating the pelvis.
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Affiliation(s)
- Tokio Takagi
- Department of Sports Research, Japan Institute of Sports Sciences, Tokyo, Japan
| | - Munenori Murata
- Department of Sports Research, Japan Institute of Sports Sciences, Tokyo, Japan
| | - Toshiharu Yokozawa
- Department of Sports Research, Japan Institute of Sports Sciences, Tokyo, Japan
| | - Hitoshi Shiraki
- Faculty of Health and Sport Sciences, University of Tsukuba, Tsukuba, Japan
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10
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Izumoto Y, Kurihara T, Suga T, Isaka T. Bilateral differences in the trunk muscle volume of skilled golfers. PLoS One 2019; 14:e0214752. [PMID: 31022190 PMCID: PMC6483177 DOI: 10.1371/journal.pone.0214752] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Accepted: 03/19/2019] [Indexed: 11/26/2022] Open
Abstract
Repetitive mechanical load applied to a body part may lead to hypertrophy of its muscles. If a movement requires asymmetric activation of bilateral muscles, this may result in differences in muscle size between the sides. This study aimed to investigate the degree of bilateral differences in the trunk muscle volume of golfers by comparing with non-golfers. Seventeen male right-handed golfers and eleven (nine right- and two left-handed) non-golfers participated. Trunk muscle volume was determined using magnetic resonance imaging, and the degree of asymmetry was calculated as the ratio of trunk muscle volume on the left to trunk muscle volume on the right side in right-handers and vice-versa in left-handers. Golfers had significantly larger lateral abdominal wall (LA) muscle volume than non-golfers: 12.36 ± 1.12 vs. 9.96 ± 0.94 cm3/kg; erector spinae: 9.12 ± 1.16 vs. 7.88 ± 0.84 cm3/kg; psoas major (PM): 6.27 ± 0.88 vs. 5.51 ± 0.98 cm3/kg; rectus abdominis (RA): 4.15 ± 0.54 vs. 3.50 ± 0.64 cm3/kg; and multifidus: 3.61 ± 0.41 vs. 3.05 ± 0.40 cm3/kg (p < 0.05). The degree of bilateral asymmetry of the LA, PM, and RA volume was significantly greater in golfers than in non-golfers (LA: -8.63 ± 7.40% vs. 1.94 ± 2.76%; PM: -9.10 ± 5.25% vs. -0.48 ± 5.96%; RA: 6.36 ± 6.50% vs. -2.12 ± 9.64%, respectively, p < 0.05). Right-handed golfers had greater left LA and PM volume compared to the right (LA: 5.89 ± 0.55 vs. 6.48 ± 0.65 cm3/kg; PM: 3.00 ± 0.42 vs. 3.27 ± 0.47 cm3/kg; p < 0.05) and had greater right RA volume compared to the left (2.15 ± 0.32 vs. 2.00 ± 0.24 cm3/kg, p < 0.05). These findings suggest that skilled, long-term golfers develop large volume and bilateral asymmetry of their trunk muscles.
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Affiliation(s)
- Yoka Izumoto
- Graduate School of Sport and Health Science, Ritsumeikan University, Shiga, Japan
| | - Toshiyuki Kurihara
- Research Organization of Science and Technology, Ritsumeikan University, Shiga, Japan
| | - Tadashi Suga
- Faculty of Sport and Health Science, Ritsumeikan University, Shiga, Japan
| | - Tadao Isaka
- Faculty of Sport and Health Science, Ritsumeikan University, Shiga, Japan
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11
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Khuyagbaatar B, Purevsuren T, Kim YH. Kinematic determinants of performance parameters during golf swing. Proc Inst Mech Eng H 2019; 233:554-561. [DOI: 10.1177/0954411919838643] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
In golf, the trunk and pelvis kinematic variables are often related to measures of performance due to the highly complex and multi-joint movements involved in swings. However, it is unclear how specific body segments or joints contributed to the golf performance parameters. Therefore, the purpose of this study was to identify the key joints, including those of the upper and lower trunk, that are associated with golf performance parameters, such as X-Factor and pelvis motion. A motion capture system was used to obtain three-dimensional kinematics of golf swings performed by 10 low handicap male golfers. Based on regression analysis, right knee adduction, right shoulder external rotation and left elbow extension in ball address to top of the backswing and left knee adduction and lower trunk right bending with left rotation in top of the backswing to end of follow-through were presented as predictor variables for the X-Factor. For pelvis movement, a greater number of joint angles were associated with pelvis posterior tilt during backswing and pelvis motion to target with right rotation during downswing/follow-through. This study provides fundamental details of the movement mechanisms of major joints, as well as their relationships with performance parameters. Such understanding can be combined with training to improve the golfing skill and prevent possible injuries.
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Affiliation(s)
| | | | - Yoon Hyuk Kim
- Department of Mechanical Engineering, Kyung Hee University, Yongin-si, Korea
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12
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Abstract
Analyses of segment kinetic energy (KE) can provide the most appropriate means of exploring sequential movements. As the reliability associated with its measurement has not been reported, the aim of this study was to examine the test-retest reliability of segment KE measures in the golf swing. On two occasions, seven male golfers hit five shots with three different clubs. Body segment inertia parameters were estimated for 17 rigid bodies and 3D kinematic data were collected during each swing. The magnitude and timing of peak total, linear and angular kinetic energies were then calculated for each rigid body and for four segment groups. Regardless of club type, KE was measured with high reliability for almost all rigid bodies and segment groups. However, significantly larger magnitudes of peak total (p = 0.039) and linear (p = 0.021) lower body KE were reported in test 2 than in test 1. The high reliability reported in this study provides support for the use of analyses of segment kinetic energy. However, practitioners should pay careful attention to the identification of anatomical landmarks which define the thigh, pelvis and thorax as this was the main cause of variability in repeated measures of segment kinetic energy.
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Affiliation(s)
- Tom Outram
- Department of Sport, Outdoor and Exercise Science, School of Human Sciences, University of Derby , Derby, UK
| | - Jon Wheat
- Centre for Sports Engineering Research, Academy of Sport and Physical Activity, Sheffield Hallam University , Sheffield, UK
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13
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Steele KM, Roh EY, Mahtani G, Meister DW, Ladd AL, Rose J. Golf Swing Rotational Velocity: The Essential Follow-Through. Ann Rehabil Med 2018; 42:713-721. [PMID: 30404420 PMCID: PMC6246863 DOI: 10.5535/arm.2018.42.5.713] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Accepted: 01/08/2018] [Indexed: 11/24/2022] Open
Abstract
Objective To evaluate if shoulder and pelvic angular velocities differ at impact or peak magnitude between professional and amateur golfers. Golf swing rotational biomechanics are a key determinant of power generation, driving distance, and injury prevention. We hypothesize that shoulder and pelvic angular velocities would be highly consistent in professionals. Methods Rotational velocities of the upper-torso and pelvis throughout the golf swing and in relation to phases of the golf swing were examined in 11 professionals and compared to 5 amateurs using three-dimensional motion analysis. Results Peak rotational velocities of professionals were highly consistent, demonstrating low variability (coefficient of variation [COV]), particularly upper-torso rotational velocity (COV=0.086) and pelvic rotational velocity (COV=0.079) during down swing. Peak upper-torso rotational velocity and peak X-prime, the relative rotational velocity of uppertorso versus pelvis, occurred after impact in follow-through, were reduced in amateurs compared to professionals (p=0.005 and p=0.005, respectively) and differentiated professionals from most (4/5) amateurs. In contrast, peak pelvic rotational velocity occurred in down swing. Pelvic velocity at impact was reduced in amateurs compared to professionals (p=0.019) and differentiated professionals from most (4/5) amateurs. Conclusion Golf swing rotational velocity of professionals was consistent in pattern and magnitude, offering benchmarks for amateurs. Understanding golf swing rotational biomechanics can guide swing modifications to help optimize performance and prevent injury.
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Affiliation(s)
- Katherine M Steele
- Department of Orthopaedic Surgery, Stanford University School of Medicine, Stanford, CA, USA.,Motion & Gait Analysis Laboratory, Lucile Packard Children's Hospital, Stanford, CA, USA.,Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
| | - Eugene Y Roh
- Department of Orthopaedic Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Gordhan Mahtani
- Department of Orthopaedic Surgery, Stanford University School of Medicine, Stanford, CA, USA.,Motion & Gait Analysis Laboratory, Lucile Packard Children's Hospital, Stanford, CA, USA
| | - David W Meister
- Department of Orthopaedic Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Amy L Ladd
- Department of Orthopaedic Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Jessica Rose
- Department of Orthopaedic Surgery, Stanford University School of Medicine, Stanford, CA, USA.,Motion & Gait Analysis Laboratory, Lucile Packard Children's Hospital, Stanford, CA, USA
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14
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The most important “factor” in producing clubhead speed in golf. Hum Mov Sci 2017; 55:138-144. [DOI: 10.1016/j.humov.2017.08.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Revised: 08/09/2017] [Accepted: 08/10/2017] [Indexed: 11/23/2022]
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15
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Morrison A, McGrath D, Wallace ES. The relationship between the golf swing plane and ball impact characteristics using trajectory ellipse fitting. J Sports Sci 2017; 36:303-310. [PMID: 28294698 DOI: 10.1080/02640414.2017.1303187] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
The trajectory of the clubhead close to ball impact during the golf swing has previously been shown to be planar. However, the relationship between the plane orientation and the orientation characteristics of the clubhead at ball impact has yet to be defined. Fifty-two male golfers (27 high skilled, 25 intermediate skilled) hit 40 drives each in an indoor biomechanics laboratory. This study successfully fitted the trajectory of the clubhead near impact to an ellipse for each swing for players of different skill levels to help better explain this relationship. Additionally, the eccentricities of the ellipses were investigated for links to skill level. The trajectory of the clubhead was found to fit to an ellipse with RMSE of 1.2 mm. The eccentricity of the ellipse was found to be greater in the high-skilled golfers. The club path and angle of attack generated from the ellipse fitted clubhead trajectory were found to have a normalised bias-corrected RMSE of 2% and 3%, respectively. A set of "rule of thumb" values for the relationship between the club path, angle of attack and delivery plane angle was generated for use by coaches.
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Affiliation(s)
- Andrew Morrison
- a Sport and Exercise Sciences Research Institute , Ulster University , Jordanstown , UK.,b School of Life, Sport and Social Sciences , Edinburgh Napier University , Edinburgh , UK
| | - Denise McGrath
- c School of Public Heath, Physiotherapy and Population Science , University College Dublin , Dublin 4 , Ireland
| | - Eric S Wallace
- a Sport and Exercise Sciences Research Institute , Ulster University , Jordanstown , UK
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16
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Cole MH, Grimshaw PN. The Biomechanics of the Modern Golf Swing: Implications for Lower Back Injuries. Sports Med 2016; 46:339-51. [PMID: 26604102 DOI: 10.1007/s40279-015-0429-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The modern golf swing is a complex and asymmetrical movement that places an emphasis on restricting pelvic turn while increasing thorax rotation during the backswing to generate higher clubhead speeds at impact. Increasing thorax rotation relative to pelvic rotation preloads the trunk muscles by accentuating their length and allowing them to use the energy stored in their elastic elements to produce more power. As the thorax and pelvis turn back towards the ball during the downswing, more skilled golfers are known to laterally slide their pelvis toward the target, which further contributes to final clubhead speed. However, despite the apparent performance benefits associated with these sequences, it has been argued that the lumbar spine is incapable of safely accommodating the forces they produce. This notion supports a link between the repeated performance of the golf swing and the development of golf-related low back injuries. Of the complaints reported by golfers, low back injuries continue to be the most prevalent, but the mechanism of these injuries is still poorly understood. This review highlights that there is a paucity of research directly evaluating the apparent link between the modern golf swing and golf-related low back pain. Furthermore, there has been a general lack of consensus within the literature with respect to the methods used to objectively assess the golf swing and the methods used to derived common outcome measures. Future research would benefit from a clear set of guidelines to help reduce the variability between studies.
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Affiliation(s)
- Michael H Cole
- School of Exercise Science, Australian Catholic University, Virginia, P.O. Box 456, Brisbane, QLD, 4014, Australia.
| | - Paul N Grimshaw
- School of Mechanical Engineering, The University of Adelaide, Adelaide, SA, Australia
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17
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Sim T, Choi A, Lee S, Mun JH. How to quantify the transition phase during golf swing performance: Torsional load affects low back complaints during the transition phase. J Sports Sci 2016; 35:2051-2059. [PMID: 27852153 DOI: 10.1080/02640414.2016.1255345] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
The transition phase of a golf swing is considered to be a decisive instant required for a powerful swing. However, at the same time, the low back torsional loads during this phase can have a considerable effect on golf-related low back pain (LBP). Previous efforts to quantify the transition phase were hampered by problems with accuracy due to methodological limitations. In this study, vector-coding technique (VCT) method was proposed as a comprehensive methodology to quantify the precise transition phase and examine low back torsional load. Towards this end, transition phases were assessed using three different methods (VCT, lead hand speed and X-factor stretch) and compared; then, low back torsional load during the transition phase was examined. As a result, the importance of accurate transition phase quantification has been documented. The largest torsional loads were observed in healthy professional golfers (10.23 ± 1.69 N · kg-1), followed by professional golfers with a history of LBP (7.93 ± 1.79 N · kg-1), healthy amateur golfers (1.79 ± 1.05 N · kg-1) and amateur golfers with a history of LBP (0.99 ± 0.87 N · kg-1), which order was equal to that of the transition phase magnitudes of each group. These results indicate the relationship between the transition phase and LBP history and the dependency of the torsional load magnitude on the transition phase.
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Affiliation(s)
- Taeyong Sim
- a Department of Bio-Mechatronic Engineering, College of Biotechnology and Bioengineering , Sungkyunkwan University , Suwon , South Korea
| | - Ahnryul Choi
- a Department of Bio-Mechatronic Engineering, College of Biotechnology and Bioengineering , Sungkyunkwan University , Suwon , South Korea
| | - Soeun Lee
- b Department of Sports Medicine, College of Physical Education , KyungHee University , Youngin , South Korea
| | - Joung Hwan Mun
- a Department of Bio-Mechatronic Engineering, College of Biotechnology and Bioengineering , Sungkyunkwan University , Suwon , South Korea
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18
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Joyce C. An examination of the correlation amongst trunk flexibility, x-factor and clubhead speed in skilled golfers. J Sports Sci 2016; 35:2035-2041. [DOI: 10.1080/02640414.2016.1252052] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Christopher Joyce
- School of Health Sciences, The University of Notre Dame Australia, Fremantle, Australia
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19
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Joyce C, Chivers P, Sato K, Burnett A. Multi-segment trunk models used to investigate the crunch factor in golf and their relationship with selected swing and launch parameters. J Sports Sci 2016; 34:1970-5. [PMID: 26930121 DOI: 10.1080/02640414.2016.1149600] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The use of multi-segment trunk models to investigate the crunch factor in golf may be warranted. The first aim of the study was to investigate the relationship between the trunk and lower trunk for crunch factor-related variables (trunk lateral bending and trunk axial rotation velocity). The second aim was to determine the level of association between crunch factor-related variables with swing (clubhead velocity) and launch (launch angle). Thirty-five high-level amateur male golfers (Mean ± SD: age = 23.8 ± 2.1 years, registered golfing handicap = 5 ± 1.9) without low back pain had kinematic data collected from their golf swing using a 10-camera motion analysis system operating at 500 Hz. Clubhead velocity and launch angle were collected using a validated real-time launch monitor. A positive relationship was found between the trunk and lower trunk for axial rotation velocity (r(35) = .47, P < .01). Cross-correlation analysis revealed a strong coupling relationship for the crunch factor (R(2) = 0.98) between the trunk and lower trunk. Using generalised linear model analysis, it was evident that faster clubhead velocities and lower launch angles of the golf ball were related to reduced lateral bending of the lower trunk.
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Affiliation(s)
- Christopher Joyce
- a School of Health Sciences , The University of Notre Dame Australia , Fremantle , Western Australia , Australia
| | - Paola Chivers
- b Institute for Health Research , The University of Notre Dame Australia , Fremantle , Western Australia , Australia
| | - Kimitake Sato
- c Department of Exercise and Sports Sciences , East Tennessee State University , Johnson City , TN , USA
| | - Angus Burnett
- d School of Exercise and Health Sciences , Edith Cowan University , Joondalup , Western Australia , Australia
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20
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Choi A, Lee IK, Choi MT, Mun JH. Inter-joint coordination between hips and trunk during downswings: Effects on the clubhead speed. J Sports Sci 2016; 34:1991-7. [PMID: 26911704 DOI: 10.1080/02640414.2016.1149603] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Understanding of the inter-joint coordination between rotational movement of each hip and trunk in golf would provide basic knowledge regarding how the neuromuscular system organises the related joints to perform a successful swing motion. In this study, we evaluated the inter-joint coordination characteristics between rotational movement of the hips and trunk during golf downswings. Twenty-one right-handed male professional golfers were recruited for this study. Infrared cameras were installed to capture the swing motion. The axial rotation angle, angular velocity and inter-joint coordination were calculated by the Euler angle, numerical difference method and continuous relative phase, respectively. A more typical inter-joint coordination demonstrated in the leading hip/trunk than trailing hip/trunk. Three coordination characteristics of the leading hip/trunk reported a significant relationship with clubhead speed at impact (r < -0.5) in male professional golfers. The increased rotation difference between the leading hip and trunk in the overall downswing phase as well as the faster rotation of the leading hip compared to that of the trunk in the early downswing play important roles in increasing clubhead speed. These novel inter-joint coordination strategies have the great potential to use a biomechanical guideline to improve the golf swing performance of unskilled golfers.
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Affiliation(s)
- Ahnryul Choi
- a Department of Bio-Mechatronic Engineering, College of Biotechnology & Bioengineering , Sungkyunkwan University , Suwon , Republic of Korea
| | - In-Kwang Lee
- b Department of Biomedical Engineering, School of Medicine , Chungbuk National University , Cheongju , Republic of Korea
| | - Mun-Taek Choi
- c College of Information and Communication Engineering , Sungkyunkwan University , Suwon , Republic of Korea
| | - Joung Hwan Mun
- a Department of Bio-Mechatronic Engineering, College of Biotechnology & Bioengineering , Sungkyunkwan University , Suwon , Republic of Korea
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21
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Morrison A, McGrath D, Wallace ES. Motor abundance and control structure in the golf swing. Hum Mov Sci 2016; 46:129-47. [PMID: 26784706 DOI: 10.1016/j.humov.2016.01.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Revised: 01/12/2016] [Accepted: 01/12/2016] [Indexed: 11/16/2022]
Abstract
Variability and control structure are under-represented areas of golf swing research. This study investigated the use of the abundant degrees of freedom in the golf swing of high and intermediate skilled golfers using uncontrolled manifold (UCM) analysis. The variance parallel to (VUCM) and orthogonal to (VOrth) the UCM with respect to the orientation and location of the clubhead were calculated. The higher skilled golfers had proportionally higher values of VUCM than lower skilled players for all measured outcome variables. Motor synergy was found in the control of the orientation of the clubhead and the combined outcome variables but not for clubhead location. Clubhead location variance zeroed-in on impact as has been previously shown, whereas clubhead orientation variance increased near impact. Both skill levels increased their control over the clubhead location leading up to impact, with more control exerted over the clubhead orientation in the early downswing. The results suggest that to achieve higher skill levels in golf may not lie simply in optimal technique, but may lie more in developing control over the abundant degrees of freedom in the body.
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Affiliation(s)
- A Morrison
- Sport and Exercise Science Research Institute, Ulster University, UK.
| | - D McGrath
- School of Public Health, Physiotherapy and Population Science, University College Dublin, Ireland
| | - E S Wallace
- Sport and Exercise Science Research Institute, Ulster University, UK
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Evans K, Tuttle N. Improving performance in golf: current research and implications from a clinical perspective. Braz J Phys Ther 2015; 19:381-9. [PMID: 26537808 PMCID: PMC4647149 DOI: 10.1590/bjpt-rbf.2014.0122] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Revised: 06/12/2015] [Accepted: 06/25/2015] [Indexed: 11/30/2022] Open
Abstract
Golf, a global sport enjoyed by people of all ages and abilities, involves relatively long periods of low intensity exercise interspersed with short bursts of high intensity activity. To meet the physical demands of full swing shots and the mental and physical demands of putting and walking the course, it is frequently recommended that golfers undertake golf-specific exercise programs. Biomechanics, motor learning, and motor control research has increased the understanding of the physical requirements of the game, and using this knowledge, exercise programs aimed at improving golf performance have been developed. However, while it is generally accepted that an exercise program can improve a golfer's physical measurements and some golf performance variables, translating the findings from research into clinical practice to optimise an individual golfer's performance remains challenging. This paper discusses how biomechanical and motor control research has informed current practice and discusses how emerging sophisticated tools and research designs may better assist golfers improve their performance.
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Affiliation(s)
- Kerrie Evans
- School of Allied Health Sciences, Menzies Health Institute
Queensland, Griffith University, Gold Coast campus, Queensland, Australia
| | - Neil Tuttle
- School of Allied Health Sciences, Menzies Health Institute
Queensland, Griffith University, Gold Coast campus, Queensland, Australia
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23
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Choi A, Sim T, Mun JH. Improved determination of dynamic balance using the centre of mass and centre of pressure inclination variables in a complete golf swing cycle. J Sports Sci 2015; 34:906-14. [PMID: 26264189 DOI: 10.1080/02640414.2015.1076572] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Golf requires proper dynamic balance to accurately control the club head through a harmonious coordination of each human segment and joint. In this study, we evaluated the ability for dynamic balance during a golf swing by using the centre of mass (COM)-centre of pressure (COP) inclination variables. Twelve professional, 13 amateur and 10 novice golfers participated in this study. Six infrared cameras, two force platforms and SB-Clinic software were used to measure the net COM and COP trajectories. In order to evaluate dynamic balance ability, the COM-COP inclination angle, COM-COP inclination angular velocity and normalised COM-COP inclination angular jerk were used. Professional golfer group revealed a smaller COM-COP inclination angle and angular velocity than novice golfer group in the lead/trail direction (P < 0.01). In the normalised COM-COP inclination angular jerk, the professional golfer group showed a lower value than the other two groups in all directions. Professional golfers tend to exhibit improved dynamic balance, and this can be attributed to the neuromusculoskeletal system that maintains balance with proper postural control. This study has the potential to allow for an evaluation of the dynamic balance mechanism and will provide useful basic information for swing training and prevention of golf injuries.
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Affiliation(s)
- Ahnryul Choi
- a Department of Bio-Mechatronic Engineering , College of Biotechnology & Bioengineering, Sungkyunkwan University , Suwon , Republic of Korea
| | - Taeyong Sim
- a Department of Bio-Mechatronic Engineering , College of Biotechnology & Bioengineering, Sungkyunkwan University , Suwon , Republic of Korea
| | - Joung Hwan Mun
- a Department of Bio-Mechatronic Engineering , College of Biotechnology & Bioengineering, Sungkyunkwan University , Suwon , Republic of Korea
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24
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Sommer M, Häger C, Rönnqvist L. Synchronized metronome training induces changes in the kinematic properties of the golf swing. Sports Biomech 2014; 13:1-16. [PMID: 24968507 DOI: 10.1080/14763141.2013.873817] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
The purpose of this study was to evaluate possible effects of synchronized metronome training (SMT) on movement dynamics during golf-swing performance, as captured by kinematic analysis. A one-group, between-test design was applied on 13 male golfers (27.5 +/- 4.6 years old, 12.7 +/- 4.9 handicap) who completed 12 sessions of SMT over a four-week period. Pre- and post-assessments of golf swings with three different clubs (4-iron, 7-iron, and pitching wedge) were performed using a three-dimensional motion capture system. Club velocity at three different swing phases (backswing, downswing, and follow-through) was measured and cross-correlation analysis of time-series signals were made on joint couplings (wrist-elbow-shoulder) of both arms, and between joints and the club, during the full golf swing. There were significantly higher cross-correlations between joint-couplings and concomitant changes of the associated phase-shift differences, as well as reduced phase-shift variability at post-test. No significant effect of SMT was found for the club velocities. We suggest that domain-general influences of SMT on the underlying brain-based motor control strategies lead to a more coordinated movement pattern of the golf-swing performance, which may explain previous observations of significantly improved golf-shot accuracy and decreased variability after SMT.
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Horan SA, Evans K, Morris NR, Kavanagh JJ. Swing kinematics of male and female skilled golfers following prolonged putting practice. J Sports Sci 2014; 32:810-6. [PMID: 24480046 DOI: 10.1080/02640414.2013.848999] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Given that males and females respond differently to endurance-based tasks, prolonged putting practice may provide an avenue to examine gender-related differences in golf swing kinematics. The aim of this project was to determine if 40 min of putting affects thorax and pelvis kinematics during the full swing of males and females. Three-dimensional trunk kinematics were collected during the swings of 19 male (age: 26 ± 7 years, handicap: 0.6 ± 1.1) and 17 female (age: 24 ± 7 years, handicap: 1.4 ± 1.7) golfers before and after 40 min of putting. Angular displacement at address, top of backswing and ball contact for the pelvis, thorax, and pelvis-thorax interaction were calculated, in addition to the magnitude of peak angular velocity and repeatability of continuous segment angular velocities. Female golfers had less pelvis and thorax anterior-posterior tilt at address, less thorax and thorax-pelvis axial rotation at top of backswing, and less pelvis and thorax axial rotation and pelvis lateral tilt at ball contact pre- to post-putting. Analysis of peak angular velocities revealed that females had significantly lower thorax-pelvis lateral tilt velocity pre- to post-putting. In conclusion, an endurance-based putting intervention affects females' thorax and pelvis orientation angles and velocities to a greater extent than males.
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Affiliation(s)
- Sean A Horan
- a School of Rehabilitation Sciences , Griffith Health Institute, Griffith University , Gold Coast , Australia
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26
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Brown SJ, Selbie WS, Wallace ES. The X-Factor: an evaluation of common methods used to analyse major inter-segment kinematics during the golf swing. J Sports Sci 2013; 31:1156-63. [PMID: 23463985 DOI: 10.1080/02640414.2013.775474] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
A common biomechanical feature of a golf swing, described in various ways in the literature, is the interaction between the thorax and pelvis, often termed the X-Factor. There is no consistent method used within golf biomechanics literature however to calculate these segment interactions. The purpose of this study was to examine X-factor data calculated using three reported methods in order to determine the similarity or otherwise of the data calculated using each method. A twelve-camera three-dimensional motion capture system was used to capture the driver swings of 19 participants and a subject specific three-dimensional biomechanical model was created with the position and orientation of each model estimated using a global optimisation algorithm. Comparison of the X-Factor methods showed significant differences for events during the swing (P < 0.05). Data for each kinematic measure were derived as a times series for all three methods and regression analysis of these data showed that whilst one method could be successfully mapped to another, the mappings between methods are subject dependent (P <0.05). Findings suggest that a consistent methodology considering the X-Factor from a joint angle approach is most insightful in describing a golf swing.
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Affiliation(s)
- Susan J Brown
- Edinburgh Napier University, School of Life, Sport and Social Sciences, Sighthill Campus, Sighthill Court, Edinburgh, EH11 4BN, United Kingdom.
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27
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Beak SH, Choi A, Choi SW, Oh SE, Mun JH, Yang H, Sim T, Song HR. Upper torso and pelvis linear velocity during the downswing of elite golfers. Biomed Eng Online 2013; 12:13. [PMID: 23398693 PMCID: PMC3599250 DOI: 10.1186/1475-925x-12-13] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2012] [Accepted: 11/28/2012] [Indexed: 11/17/2022] Open
Abstract
Background During a golf swing, analysis of the movement in upper torso and pelvis is a key step to determine a motion control strategy for accurate and consistent shots. However, a majority of previous studies that have evaluated this movement limited their analysis only to the rotational movement of segments, and translational motions were not examined. Therefore, in this study, correlations between translational motions in the 3 axes, which occur between the upper torso and pelvis, were also examined. Methods The experiments were carried out with 14 male pro-golfers (age: 29 ± 8 years, career: 8.2 ± 4.8years) who registered in the Korea Professional Golf Association (KPGA). Six infrared cameras (VICON; Oxford Metrics, Oxford, UK) and SB-Clinc software (SWINGBANK Ltd, Korea) were used to collect optical marker trajectories. The center of mass (CoM) of each segment was calculated based on kinematic principal. In addition, peak value of CoM velocity and the time that each peak occurred in each segment during downswing was calculated. Also, using cross-correlation analysis, the degree of coupling and time lags of peak values occurred between and within segments (pelvis and upper torso) were investigated. Results As a result, a high coupling strength between upper torso and pelvis with an average correlation coefficient = 0.86 was observed, and the coupling between segments was higher than that within segments (correlation coefficient = 0.81 and 0.77, respectively). Conclusions Such a high coupling at the upper torso and pelvis can be used to reduce the degree of motion control in the central nervous system and maintain consistent patterns in the movement. The result of this study provides important information for the development of optimal golf swing movement control strategies in the future.
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Affiliation(s)
- Seung-Hui Beak
- Raredisease Research Institute, Guro Hospital, Korea University, 97 Guro-Gil, Guro, Seoul 152-703, Republic of Korea
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