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Jones KM, Wallace ES, Otto SR. The relationship between skill and ground reaction force variability in amateur golfers. Sports Biomech 2024; 23:1625-1639. [PMID: 34455916 DOI: 10.1080/14763141.2021.1965649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 08/02/2021] [Indexed: 10/20/2022]
Abstract
It is accepted that highly skilled golfers are more consistent in their clubhead presentation and shot outcomes than their lesser skilled counterparts. However, the relationships between movement variability, outcome variability and skill in golf are not particularly well understood. This study examined the ground reaction force variability of one-hundred and four amateur golfers for shots with drivers and 5-irons. Principal component analysis was used as a data reduction technique and allowed all three components of ground reaction force to be considered together. There were statistically significant trends for the higher skilled golfers to display lower variability in two of the five principal components (driver) and four of the five principal components (5-iron). A similar trend was also observed in the other principal components, but these trends were not statistically significant. Intra-individual variability was much lower than inter-individual variability across all golfers; the golfers were each relatively consistent in maintaining their own ground reaction force patterns. Lower variability in ground reaction forces may partly explain how highly skilled golfers maintain lower variability in shot outcomes.
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Affiliation(s)
| | - Eric S Wallace
- Sport and Exercise Sciences Research Institute, Ulster University, Newtownabbey, Northern Ireland
| | - Steve R Otto
- Equipment Standards, R&A Rules Ltd, St Andrews, Scotland
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2
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Kim M, Park S. Enhancing accuracy and convenience of golf swing tracking with a wrist-worn single inertial sensor. Sci Rep 2024; 14:9201. [PMID: 38649763 PMCID: PMC11035581 DOI: 10.1038/s41598-024-59949-w] [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: 06/02/2023] [Accepted: 04/17/2024] [Indexed: 04/25/2024] Open
Abstract
In this study, we address two technical challenges to enhance golf swing trajectory accuracy using a wrist-worn inertial sensor: orientation estimation and drift error mitigation. We extrapolated consistent sensor orientation from specific address-phase signal segments and trained the estimation with a convolutional neural network. We then mitigated drift error by applying a constraint on wrist speed at the address, backswing top, and finish, and ensuring that the wrist's finish displacement aligns with a virtual circle on the 3D swing plane. To verify the proposed methods, we gathered data from twenty male right-handed golfers, including professionals and amateurs, using a driver and a 7-iron. The orientation estimation error was about 60% of the baseline, comparable to studies requiring additional sensor information or calibration poses. The drift error was halved and the single-inertial-sensor tracking performance across all swing phases was about 17 cm, on par with multimodal approaches. This study introduces a novel signal processing method for tracking rapid, wide-ranging motions, such as a golf swing, while maintaining user convenience. Our results could impact the burgeoning field of daily motion monitoring for health care, especially with the increasing prevalence of wearable devices like smartwatches.
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Affiliation(s)
- Myeongsub Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, 34141, South Korea
| | - Sukyung Park
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, 34141, South Korea.
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3
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McHugh MP, O'Mahoney CA, Orishimo KF, Kremenic IJ, Nicholas SJ. Kinematic, Kinetic, and Temporal Metrics Associated With Golf Proficiency. J Strength Cond Res 2024; 38:599-606. [PMID: 38088880 DOI: 10.1519/jsc.0000000000004663] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
Abstract
ABSTRACT McHugh, MP, O'Mahoney, CA, Orishimo, KF, Kremenic, IJ, and Nicholas, SJ. Kinematic, kinetic, and temporal metrics associated with golf proficiency. J Strength Cond Res 38(3): 599-606, 2024-The biomechanics of the golf swing have been studied extensively, but the literature is unclear on which metrics are indicative of proficiency. The purpose of this study was to determine which metrics identified golf proficiency. It was hypothesized that discrete kinematic, kinetic, and temporal metrics would vary depending on proficiency and that combinations of metrics from each category would explain specific proficiency metrics. Kinematic, kinetic, and temporal metrics and their sequencing were collected for shots performed with a driver in 33 male golfers categorized as proficient, average, or unskilled (based on a combination of handicap, ball velocity, and driving distance). Kinematic data were collected with high-speed motion analysis, and ground reaction forces (GRF) were collected from dual force plates. Proficient golfers had greater x-factor at ball impact and greater trunk deceleration before ball impact compared with average ( p < 0.05) and unskilled ( p < 0.01) golfers. Unskilled golfers had lower x-factor at the top of the back swing and lower peak x-factor, and they took longer to reach peak trunk velocity and peak lead foot GRF compared with average ( p < 0.05) and proficient ( p < 0.05) golfers. A combination of 2 kinematic metrics (x-factor at ball impact and peak pelvis velocity), 1 kinetic metric (peak lead foot GRF), and 2 timing metrics (the timing of peak trunk and arm velocity) explained 85% of the variability in ball velocity. The finding that x-factor at ball impact and trunk deceleration identified golf proficiency points to the potential for axial trunk rotation training to improve performance.
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Affiliation(s)
- Malachy P McHugh
- Nicholas Institute of Sports Medicine and Athletic Trauma, Lenox Hill Hospital, New York, NY
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4
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Yang CC, Chang CC, Chao T, Tai HL, Tsai YS. The effects of different iron shaft weights on golf swing performance. Front Bioeng Biotechnol 2024; 12:1343530. [PMID: 38380262 PMCID: PMC10877370 DOI: 10.3389/fbioe.2024.1343530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 01/19/2024] [Indexed: 02/22/2024] Open
Abstract
This study examined the effects of three 7-iron shaft weights on golf swing performance among golfers of varying skill levels. The study included 10 low-handicap (LH; 4.3 ± 2.4) and 10 high-handicap (HH; 29.1 ± 5.4) right-handed golfers as participants. The participants were randomly assigned 7-iron clubs with shaft weights categorized as light (77 g), medium (98 g), or heavy (114 g), and they performed test shots. Kinematic data were captured using a motion analysis system with nine infra-red high speed cameras; a force platform connected to this system was used to record weight transfer patterns. Performance variables were assessed using a FlightScope launch monitor. A two-way mixed-design analysis of variance was used to determine the significance of the performance differences among both participant groups and golf shaft weights. The results indicated that during the backswing, the LH group exhibited significantly greater maximum rightward upper torso rotation, maximum X-factor, and maximum right wrist hinge rotation than did the HH group. During the downswing, the LH group exhibited significantly greater maximum upper torso angular velocity and maximum right wrist angular velocity than did the HH group. Moreover, the LH group produced significantly higher ball speeds, longer shot distances, and lower launch angles than did the HH group. The shaft weight neither greatly altered the golf swing nor displaced the center of gravity of the golfers. The lighter shafts were observed to facilitate faster clubhead speeds and initial ball velocities, thereby resulting in longer shot distances, especially among LH golfers. Although significant differences in swing mechanics and performance exist between HH and LH golfers, lighter shafts can contribute to increased shot distances for all golfers.
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Affiliation(s)
- Chia-Chen Yang
- Graduate Institute of Sports Training, University of Taipei, Taipei, Taiwan
| | - Che-Chia Chang
- Graduate Institute of Sports Science, University of Taipei, Taipei, Taiwan
| | - Te Chao
- Graduate Institute of Sports Science, University of Taipei, Taipei, Taiwan
| | - Hsia-Ling Tai
- Department of Physical Education, University of Taipei, Taipei, Taiwan
| | - Yung-Shen Tsai
- Graduate Institute of Sports Equipment Technology, University of Taipei, Taipei, Taiwan
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5
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Robinson L, Murray A, Ehlert A, Wells J, Jarvis P, Turner A, Glover D, Coughlan D, Hembrough R, Bishop C. Effects of Physical Training and Associations Between Physical Performance Characteristics and Golf Performance in Female Players: A Systematic Review With Meta-Analysis. J Strength Cond Res 2024; 38:374-383. [PMID: 37566806 DOI: 10.1519/jsc.0000000000004570] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/13/2023]
Abstract
ABSTRACT Robinson, L, Murray, A, Ehlert, A, Wells, J, Jarvis, P, Turner, A, Glover, D, Coughlan, D, Hembrough, R, and Bishop, C. Effects of physical training and associations between physical performance characteristics and golf performance in female players: A systematic review with meta-analysis. J Strength Cond Res 37(12): e646-e655, 2023-The aims of this systematic review were to assess the association between physical performance and measures of golf performance, and the effects of physical training on measures of golf performance, in female golfers. A systematic literature search was conducted in PubMed, SPORTDiscus, Medline, and CINAHL. Inclusion criteria required studies to (a) have conducted a physical training intervention of any duration in female players and determine the effects on measures of golf performance, (b) determine the association between physical performance in at least one test and golf performance in female players, and (c) be peer-reviewed and published in English language. Methodological quality was assessed using a modified version of the Downs and Black Quality Index tool, and heterogeneity was examined through the Q statistic and I2 . Pooled effect sizes were calculated using standardized mean differences (SMDs) (with 95% confidence interval [CI]s) within a random-effects model, with Egger's regression test used to assess small study bias (inclusive of publication bias). Of the 2,378 articles screened, only 9 were included in the final review, with 3 of these being associative by design and 6 being training interventions. From an associative standpoint, clubhead speed (CHS) was reported in all 3 studies and was associated with measures of strength ( r = 0.54), lower-body power ( r = 0.60), upper-body power ( r = 0.56-0.57), and flexibility ( r = 0.52-0.71). When assessing the effects of physical training interventions, CHS was again the most commonly reported golf outcome measure ( n = 5). The random-effect model indicated that CHS significantly improves within each training group following training interventions (SMD = 0.73 [95% CIs: 0.32-1.14], Z = 3.50, p < 0.001), with trivial heterogeneity ( I2 = 0.00%, Q = 0.18; p = 0.9963) and no prevalence of small study bias depicted through the Egger's regression test ( z = -0.28, p = 0.78). From the available research, it seems that CHS can be positively affected from strength, power, and flexibility training interventions. From an associative standpoint, only 3 studies have been conducted solely in female players, with one showcasing questionable methodology. Future research should aim to carefully select test measures which better represent the physical capacities needed for the sport when determining the effects of and relationships with golf performance.
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Affiliation(s)
- Luke Robinson
- London Sport Institute, Middlesex University, London, United Kingdom
| | - Andrew Murray
- Medical and Scientific Department at The R&A, St Andrews, United Kingdom
- Medical Department, Ladies European Tour, Uxbridge, United Kingdom
- European Tour Performance Institute, Surrey, United Kingdom
| | - Alex Ehlert
- Independent Researcher, Knightdale, North Carolina
| | - Jack Wells
- The Professional Golfers' Association, National Training Academy, The Belfry, United Kingdom; and
- England Golf, Woodhall Spa, Lincolnshire, United Kingdom
| | - Paul Jarvis
- London Sport Institute, Middlesex University, London, United Kingdom
| | - Anthony Turner
- London Sport Institute, Middlesex University, London, United Kingdom
| | - Danny Glover
- Medical Department, Ladies European Tour, Uxbridge, United Kingdom
| | - Dan Coughlan
- Medical and Scientific Department at The R&A, St Andrews, United Kingdom
- Medical Department, Ladies European Tour, Uxbridge, United Kingdom
- European Tour Performance Institute, Surrey, United Kingdom
- England Golf, Woodhall Spa, Lincolnshire, United Kingdom
| | | | - Chris Bishop
- London Sport Institute, Middlesex University, London, United Kingdom
- Medical and Scientific Department at The R&A, St Andrews, United Kingdom
- Medical Department, Ladies European Tour, Uxbridge, United Kingdom
- European Tour Performance Institute, Surrey, United Kingdom
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6
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Hollaus B, Heyer Y, Steiner J, Strutzenberger G. Location Matters-Can a Smart Golf Club Detect Where the Club Face Hits the Ball? SENSORS (BASEL, SWITZERLAND) 2023; 23:9783. [PMID: 38139629 PMCID: PMC10748325 DOI: 10.3390/s23249783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 11/20/2023] [Accepted: 12/05/2023] [Indexed: 12/24/2023]
Abstract
In golf, the location of the impact, where the clubhead hits the ball, is of imperative nature for a successful ballflight. Direct feedback to the athlete where he/she hits the ball could improve a practice session. Currently, this information can be measured via, e.g., dual laser technology; however, this is a stationary and external method. A mobile measurement method would give athletes the freedom to gain the information of the impact location without the limitation to be stationary. Therefore, the aim of this study was to investigate whether it is possible to detect the impact location via a motion sensor mounted on the shaft of the golf club. To answer the question, an experiment was carried out. Within the experiment data were gathered from one athlete performing 282 golf swings with an 7 iron. The impact location was recorded and labeled during each swing with a Trackman providing the classes for a neural network. Simultaneously, the motion of the golf club was gathered with an IMU from the Noraxon Ultium Motion Series. In the next step, a neural network was designed and trained to estimate the impact location class based on the motion data. Based on the motion data, a classification accuracy of 93.8% could be achieved with a ResNet architecture.
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Affiliation(s)
- Bernhard Hollaus
- Department of Medical, Health & Sports Engineering, MCI, Maximilianstraße 2, 6020 Innsbruck, Austria;
| | - Yannic Heyer
- Department of Medical, Health & Sports Engineering, MCI, Maximilianstraße 2, 6020 Innsbruck, Austria;
| | - Johannes Steiner
- Johannes Steiner Golf, Robert-Fuchs-Str. 40, 8053 Graz, Austria;
| | - Gerda Strutzenberger
- Institute for Sports Medicine Alpine Medicine & Health Tourism (ISAG), UMIT TIROL—Private University for Health Sciences and Health Technology, Eduard-Wallnoefer-Zentrum 1, 6060 Hall in Tirol, Austria;
- MOTUM—Human Performance Center, Steinbockallee 31, 6063 Rum, Austria
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7
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Stokes H, Escamilla R, Bellapianta J, Wang H, Beach T, Frost D, Zheng N. Open Foot Stance Reduces Lead Knee Joint Loading During Golf Swing. J Appl Biomech 2023; 39:395-402. [PMID: 37586712 DOI: 10.1123/jab.2022-0309] [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: 12/14/2022] [Revised: 06/04/2023] [Accepted: 07/03/2023] [Indexed: 08/18/2023]
Abstract
Foot stance and club type's relationship with lead knee joint biomechanics and possible involvement with injury incidences in amateur golfers have not been evaluated. This study included 16 male right-handed amateur golfers who performed golf swings with 2 different foot stances (straight and open) using 4 different club types (driver, 3 iron, 6 iron, and 9 iron) while standing on 2 force plates in a motion capture laboratory. A custom program calculated the kinematics and kinetics of the lead knee. Overall, the open stance reduced most translations, rotations, forces, and torques of the lead knee in all 4 club types when compared with the straight stance. The open stance reduced the rotation motion (-28%), compressive force (-5%), and rotation torque (-9%) when compared with the straight stance, which are the highest contributors to grinding of cartilage. The driver club had significantly larger values in most translations, rotations, forces, and torques when compared among the 4 club types. The open stance reduced the rotation motion, compressive force, and rotation torque in the lead knee joint compared with the straight stance. Lead knee joint biomechanics should be monitored to reduce injury in amateur golfers.
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Affiliation(s)
- Hannah Stokes
- Deptartment of Mechanical Engineering and Engineering Science, University of North Carolina at Charlotte, Charlotte, NC,USA
| | | | | | - Hongsheng Wang
- Deptartment of Mechanical Engineering and Engineering Science, University of North Carolina at Charlotte, Charlotte, NC,USA
| | | | | | - Naiquan Zheng
- Deptartment of Mechanical Engineering and Engineering Science, University of North Carolina at Charlotte, Charlotte, NC,USA
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8
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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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Kim SE, Burket Koltsov JC, Richards AW, Zhou J, Schadl K, Ladd AL, Rose J. Validation of Inertial Measurement Units for Analyzing Golf Swing Rotational Biomechanics. SENSORS (BASEL, SWITZERLAND) 2023; 23:8433. [PMID: 37896527 PMCID: PMC10611231 DOI: 10.3390/s23208433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/10/2023] [Accepted: 10/11/2023] [Indexed: 10/29/2023]
Abstract
Training devices to enhance golf swing technique are increasingly in demand. Golf swing biomechanics are typically assessed in a laboratory setting and not readily accessible. Inertial measurement units (IMUs) offer improved access as they are wearable, cost-effective, and user-friendly. This study investigates the accuracy of IMU-based golf swing kinematics of upper torso and pelvic rotation compared to lab-based 3D motion capture. Thirty-six male and female professional and amateur golfers participated in the study, nine in each sub-group. Golf swing rotational kinematics, including upper torso and pelvic rotation, pelvic rotational velocity, S-factor (shoulder obliquity), O-factor (pelvic obliquity), and X-factor were compared. Strong positive correlations between IMU and 3D motion capture were found for all parameters; Intraclass Correlations ranged from 0.91 (95% confidence interval [CI]: 0.89, 0.93) for O-factor to 1.00 (95% CI: 1.00, 1.00) for upper torso rotation; Pearson coefficients ranged from 0.92 (95% CI: 0.92, 0.93) for O-factor to 1.00 (95% CI: 1.00, 1.00) for upper torso rotation (p < 0.001 for all). Bland-Altman analysis demonstrated good agreement between the two methods; absolute mean differences ranged from 0.61 to 1.67 degrees. Results suggest that IMUs provide a practical and viable alternative for golf swing analysis, offering golfers accessible and wearable biomechanical feedback to enhance performance. Furthermore, integrating IMUs into golf coaching can advance swing analysis and personalized training protocols. In conclusion, IMUs show significant promise as cost-effective and practical devices for golf swing analysis, benefiting golfers across all skill levels and providing benchmarks for training.
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Affiliation(s)
- Sung Eun Kim
- Department of Orthopaedic Surgery, Stanford University, Stanford, CA 94305, USA; (S.E.K.); (J.C.B.K.); (J.Z.); (K.S.); (A.L.L.)
- Motion & Gait Analysis Lab, Lucile Packard Children’s Hospital, Palo Alto, CA 94304, USA
| | - Jayme Carolynn Burket Koltsov
- Department of Orthopaedic Surgery, Stanford University, Stanford, CA 94305, USA; (S.E.K.); (J.C.B.K.); (J.Z.); (K.S.); (A.L.L.)
| | - Alexander Wilder Richards
- Department of Orthopaedic Surgery, Stanford University, Stanford, CA 94305, USA; (S.E.K.); (J.C.B.K.); (J.Z.); (K.S.); (A.L.L.)
| | - Joanne Zhou
- Department of Orthopaedic Surgery, Stanford University, Stanford, CA 94305, USA; (S.E.K.); (J.C.B.K.); (J.Z.); (K.S.); (A.L.L.)
| | - Kornel Schadl
- Department of Orthopaedic Surgery, Stanford University, Stanford, CA 94305, USA; (S.E.K.); (J.C.B.K.); (J.Z.); (K.S.); (A.L.L.)
- Motion & Gait Analysis Lab, Lucile Packard Children’s Hospital, Palo Alto, CA 94304, USA
| | - Amy L. Ladd
- Department of Orthopaedic Surgery, Stanford University, Stanford, CA 94305, USA; (S.E.K.); (J.C.B.K.); (J.Z.); (K.S.); (A.L.L.)
| | - Jessica Rose
- Department of Orthopaedic Surgery, Stanford University, Stanford, CA 94305, USA; (S.E.K.); (J.C.B.K.); (J.Z.); (K.S.); (A.L.L.)
- Motion & Gait Analysis Lab, Lucile Packard Children’s Hospital, Palo Alto, CA 94304, USA
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10
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Dong R, Ikuno S. Biomechanical Analysis of Golf Swing Motion Using Hilbert-Huang Transform. SENSORS (BASEL, SWITZERLAND) 2023; 23:6698. [PMID: 37571482 PMCID: PMC10422357 DOI: 10.3390/s23156698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 07/24/2023] [Accepted: 07/25/2023] [Indexed: 08/13/2023]
Abstract
In golf swing analysis, high-speed cameras and Trackman devices are traditionally used to collect data about the club, ball, and putt. However, these tools are costly and often inaccessible to golfers. This research proposes an alternative solution, employing an affordable inertial motion capture system to record golf swing movements accurately. The focus is discerning the differences between motions producing straight and slice trajectories. Commonly, the opening motion of the body's left half and the head-up motion are associated with a slice trajectory. We employ the Hilbert-Huang transform (HHT) to examine these motions in detail to conduct a biomechanical analysis. The gathered data are then processed through HHT, calculating their instantaneous frequency and amplitude. The research found discernible differences between straight and slice trajectories in the golf swing's moment of impact within the instantaneous frequency domain. An average golfer, a single handicapper, and three beginner golfers were selected as the subjects in this study and analyzed using the proposed method, respectively. For the average golfer, the head and the left leg amplitudes of the swing motions increase at the moment of impact of the swings, resulting in the slice trajectory. These results indicate that an opening of the legs and head-up movements have been detected and extracted as non-linear frequency components, reviewing the biomechanical meaning in slice trajectory motion. For the single handicapper, the hip and left arm joints could be the target joints to detect the biomechanical motion that triggered the slice trajectory. For the beginners, since their golf swing forms were not finalized, the biomechanical motions regarding slice trajectory were different from each swing, indicating that beginner golfers need more practice to fix their golf swing form first. These results revealed that our proposed framework applied to different golf levels and could help golfers to improve their golf swing skills to achieve straight trajectories.
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Affiliation(s)
- Ran Dong
- School of Engineering, Chukyo University, Toyota 470-0393, Japan
| | - Soichiro Ikuno
- School of Computer Science, Tokyo University of Technology, Hachioji 192-0982, Japan
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11
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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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12
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McPhee J. A review of dynamic models and measurements in golf. SPORTS ENGINEERING 2022. [DOI: 10.1007/s12283-022-00387-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2022]
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13
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An evaluation of temporal and club angle parameters during golf swings using low cost video analyses packages. Sci Rep 2022; 12:14012. [PMID: 35977946 PMCID: PMC9385988 DOI: 10.1038/s41598-022-17175-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 07/21/2022] [Indexed: 12/03/2022] Open
Abstract
The purpose of this study was to compare swing time and golf club angle parameters during golf swings using three, two dimensional (2D) low cost, Augmented-Video-based-Portable-Systems (AVPS) (Kinovea, SiliconCoach Pro, SiliconCoach Live). Twelve right-handed golfers performed three golf swings whilst being recorded by a high-speed 2D video camera. Footage was then analysed using AVPS-software and the results compared using both descriptive and inferential statistics. There were no significant differences for swing time and the golf phase measurements between the 2D and 3D software comparisons. In general, the results showed a high Intra class Correlation Coefficient (ICC > 0.929) and Cronbach’s Coefficient Alpha (CCA > 0.924) reliability for both the kinematic and temporal parameters. The inter-rater reliability test for the swing time and kinematic golf phase measurements on average were strong. Irrespective of the AVPS software investigated, the cost effective AVPS can produce reliable output measures that benefit golf analyses.
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14
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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: 8] [Impact Index Per Article: 4.0] [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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15
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Glazier PS. An ecological-dynamical approach to golf science: implications for swing biomechanics, club design and customisation, and coaching practice. Sports Biomech 2022:1-22. [PMID: 35484981 DOI: 10.1080/14763141.2022.2067075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 04/12/2022] [Indexed: 10/18/2022]
Abstract
It has previously been argued that science has only made a limited contribution to the sport of golf, particularly the human element. This lack of impact could, in part, be attributed to the absence of an appropriate theoretical framework in most empirical investigations of the golf swing. This position paper outlines an ecological-dynamical approach to golf science that is better able to capture the interactions among the many structural parts of a golfer, and the relations between a golfer, his or her equipment, and his or her surrounding environment than other theoretical approaches have hitherto. It is proposed that the conjoining of principles and concepts of ecological psychology and dynamical systems theory could make a significant contribution to the enhancement of knowledge and understanding of swing biomechanics, club design and customisation, and coaching practice. This approach could also provide a platform on which to integrate the various subdisciplines of sport and human movement science to gain a more holistic understanding of golf performance.
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16
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Foot Insole Pressure Distribution during the Golf Swing in Professionals and Amateur Players. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app12010358] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
There are numerous articles that study the ground reaction forces during the golf swing, among which only a few analyze the pressure pattern distributed on the entire surface of the foot. The current study compares the pressure patterns on the foot insoles of fifty-five golfers, from three different performance levels, playing swings with driver and 5-iron clubs in the driving range. Five swings were selected for each club. During each swing, ultra-thin insole sensors (4 sensors/cm2) measure foot pressure at the frequency of 100 Hz. To perform statistical analysis, insole sensors are clustered to form seven areas, with the normalized pressure of each area being our dependent variable. A video camera was used to label the five key instants of the swing. Statistical analysis demonstrates a significant difference between the pressure distribution pattern of the left and right feet for both driver and 5-iron. However, the pressure distribution pattern remains almost the same when switching the club type from 5-iron to driver. We have also observed that there are significant differences between the pattern of professionals and players with medium and high handicap. The obtained pattern agrees with the principle of weight transfer with a different behavior between the medial and lateral areas of the foot.
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17
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Sorbie GG, Glen J, Richardson AK. Positive Relationships Between Golf Performance Variables and Upper Body Power Capabilities. J Strength Cond Res 2021; 35:S97-S102. [PMID: 32796421 DOI: 10.1519/jsc.0000000000003788] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
ABSTRACT Sorbie GG, Glen J, and Richardson AK Positive relationships between golf performance variables and upper body power capabilities. J Strength Cond Res 35(12S): S97-S102, 2021-The importance of lower body and trunk strength and power, as well as upper body strength in golf is well documented; however, the relationship between upper body power and golf performance has yet to be determined. Therefore, the purpose of the study was to investigate the relationships between golf performance and upper body power. Thirteen golfers (mean ± SD: age: 30 ± 7 years and handicap: 6.1 ± 4.9) participated in the study. Club head velocity (CHV) and ball velocity were measured during the golf test. To assess upper body power, subjects completed a ballistic bench press and upper body Wingate test. Pearson product-moment correlations were used to assess the relationships between golf performance and upper body power. The results demonstrated that there were strong relationships between ballistic bench press and CHV and ball velocity when using the driver (r > 0.6-0.7), and moderate-to-strong relationships (r > 0.4-0.6) when using the 7-iron. Strong relationships were found between the upper body Wingate test and CHV and ball velocity (r > 0.5-0.8) when using the driver and 7-iron. As a result of the findings, strength and conditioning coaches may use both the ballistic bench press test and the Wingate test as a primary assessment to measure the effectiveness of upper body training interventions with the aim of improving golf performance. Although, when performing the golf swings at higher velocities (i.e., with the driver), the ballistic bench press may be more beneficial.
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Affiliation(s)
- Graeme G Sorbie
- School of Applied Sciences, Sport and Exercise Science Division, Abertay University, United Kingdom
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18
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Uthoff A, Sommerfield LM, Pichardo AW. Effects of Resistance Training Methods on Golf Clubhead Speed and Hitting Distance: A Systematic Review. J Strength Cond Res 2021; 35:2651-2660. [PMID: 34224506 DOI: 10.1519/jsc.0000000000004085] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
ABSTRACT Uthoff, A, Sommerfield, LM, and Pichardo, AW. Effects of resistance training methods on golf clubhead speed and hitting distance: A systematic review. J Strength Cond Res 35(9): 2651-2660, 2021-Resistance training is widely regarded within the golfing community to improve golf performance by increasing clubhead speed (CHS) and drive distance and can be classified into 3 categories: nonspecific, specific, and combined. However, it is currently unclear which resistance training methods are most effective in improving predictors of golf performance. Therefore, the purpose of this review is to compare the effectiveness of nonspecific, specific, and combined strength training methods on CHS and drive distance. A systematic search strategy was performed using the Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines to identify eligible articles through PubMed, SPORTDiscus, MEDLINE (EBSCO), and Google Scholar. The searches identified 4,557 potentially relevant results, with 20 studies that met the inclusion criteria and were included in the final review. Thirteen studies investigated nonspecific resistance training, one study investigated specific resistance training, and 7 studies investigated combined resistance training. Collectively, resistance training positively impacts golf CHS and hitting distance, but adaptations vary depending on the type and intensity of training, as well as subject's characteristics. Using a combination of nonspecific and golf-specific training (average increase of 4.1% CHS and 5.2% hitting distance) seems to enhance golf performance more than nonspecific strength training (average increase of 1.6% CHS and 4.8% hitting distance). Eight-week programs including golf-specific movements at high velocities for 3 to 4 sets of 5 to 15 repetitions are the most effective in increasing CHS and hitting distance. Future research investigating how golf-specific training influences CHS and hitting distance in various subgroups may provide further insight regarding prescription of this training type.
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Affiliation(s)
- Aaron Uthoff
- Sports Performance Research Institute New Zealand, Auckland University of Technology, Auckland, New Zealand ; and
| | - Lesley M Sommerfield
- Sports Performance Research Institute New Zealand, Auckland University of Technology, Auckland, New Zealand ; and
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19
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Wheare MJ, Nelson MJ, Lumsden R, Buttfield A, Crowther RG. Reliability and Validity of the Polhemus Liberty System for Upper Body Segment and Joint Angular Kinematics of Elite Golfers. SENSORS 2021; 21:s21134330. [PMID: 34202729 PMCID: PMC8271493 DOI: 10.3390/s21134330] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 06/17/2021] [Accepted: 06/21/2021] [Indexed: 12/01/2022]
Abstract
Golf swing analysis is common in both recreational and professional levels where players are searching for improvements in shot accuracy and distance. The use of motion analysis systems such as the portable Polhemus Liberty system is gaining interest by coaches and players; however, to date, no research has examined the usefulness of the Polhemus Liberty system for golf swing analysis. Therefore, the purpose of this study was to determine the reliability of the Polhemus Liberty system and validity compared to the VICON Nexus motion analysis system when assessing segment (pelvis and thorax) and joint (shoulder, elbow and wrist) angular kinematics during a golf swing at key events (address, top of backswing and impact). Fifteen elite amateur/professional golfers performed ten golf swing trials within specified bounds using their 5-iron club. Reliability was assessed using interclass coefficient, effect size and t-test statistics by all participants completing two separate testing sessions on separate days following the same experimental protocol. Validity was assessed using effect size, Pearson correlation and t-test statistics by comparing swings captured using both Polhemus Liberty and VICON Nexus concurrently. Results demonstrated no difference in ball outcome results using the Trackman launch monitor (P > 0.05) and that the Polhemus Liberty system was reliable across the two sessions for all segment (pelvis and thorax) and joint (lead shoulder (gleno-humeral joint), elbow and wrist) angular kinematics (P > 0.05). Validity analysis showed that the Polhemus Liberty system for the segments (pelvis and thorax) and joints (lead shoulder and wrist) were different compared to the VICON Nexus data at key events during the golf swing. Although validity could not be confirmed against VICON Nexus modeling, the Polhemus Liberty system may still be useful for golf swing analysis across training sessions. However, caution should be applied when comparing data from the system to published research data using different motion analysis methods.
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Affiliation(s)
- Matilda Jane Wheare
- Allied Health and Human Performance, University of South Australia, Adelaide 5001, Australia; (M.J.N.); (R.G.C.)
- Alliance for Research in Exercise, Nutrition & Activity (ARENA), University of South Australia, Adelaide 5001, Australia
- Correspondence:
| | - Maximillian J. Nelson
- Allied Health and Human Performance, University of South Australia, Adelaide 5001, Australia; (M.J.N.); (R.G.C.)
- Alliance for Research in Exercise, Nutrition & Activity (ARENA), University of South Australia, Adelaide 5001, Australia
| | | | | | - Robert George Crowther
- Allied Health and Human Performance, University of South Australia, Adelaide 5001, Australia; (M.J.N.); (R.G.C.)
- Alliance for Research in Exercise, Nutrition & Activity (ARENA), University of South Australia, Adelaide 5001, Australia
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20
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McErlain-Naylor SA, Peploe C, Grimley J, Deshpande Y, Felton PJ, King MA. Comparing power hitting kinematics between skilled male and female cricket batters. J Sports Sci 2021; 39:2393-2400. [PMID: 34128451 DOI: 10.1080/02640414.2021.1934289] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Organismic, task, and environmental constraints are known to differ between skilled male and female cricket batters during power hitting tasks. Despite these influences, the techniques used in such tasks have only been investigated in male cricket batters. This study compared power hitting kinematics between 15 male and 15 female batters ranging from university to international standard. General linear models were used to assess the effect of gender on kinematic parameters describing technique, with height and body mass as covariates. Male batters generated greater maximum bat speeds, ball launch speeds, and ball carry distances than female batters on average. Male batters had greater pelvis-thorax separation in the transverse plane at the commencement of the downswing (β = 1.14; p = 0.030) and extended their lead elbows more during the downswing (β = 1.28; p = 0.008) compared to female batters. The hypothesised effect of gender on the magnitude of wrist uncocking during the downswing was not observed (β = -0.14; p = 0.819). The causes of these differences are likely to be multi-factorial, involving aspects relating to the individual players, their history of training experiences and coaching practices, and the task of power hitting in male or female cricket.
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Affiliation(s)
- Stuart A McErlain-Naylor
- School of Sport, Exercise, and Health Sciences, Loughborough University, Loughborough, UK.,School of Health and Sports Sciences, University of Suffolk, Ipswich, UK
| | - Chris Peploe
- School of Sport, Exercise, and Health Sciences, Loughborough University, Loughborough, UK
| | - James Grimley
- School of Health and Sports Sciences, University of Suffolk, Ipswich, UK
| | - Yash Deshpande
- School of Sport, Exercise, and Health Sciences, Loughborough University, Loughborough, UK
| | - Paul J Felton
- School of Sport, Exercise, and Health Sciences, Loughborough University, Loughborough, UK.,School of Science and Technology, Nottingham Trent University, Nottingham, UK
| | - Mark A King
- School of Sport, Exercise, and Health Sciences, Loughborough University, Loughborough, UK
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21
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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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22
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Gould ZI, Oliver JL, Lloyd RS, Neil R, Bull M. The Golf Movement Screen Is Related to Spine Control and X-Factor of the Golf Swing in Low Handicap Golfers. J Strength Cond Res 2021; 35:240-246. [PMID: 29979282 DOI: 10.1519/jsc.0000000000002664] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
ABSTRACT Gould, ZI, Oliver, JL, Lloyd, RS, Neil, R, and Bull, M. The golf movement screen is related to spine control and x-factor of the golf swing in low handicap golfers. J Strength Cond Res 35(1): 240-246, 2021-The aim of the study was to investigate the association between the golf movement screen (GMS), x-factor, which is the separation between the upper torso and pelvis rotation, and biomechanical movements of the pelvis, thorax, and spine during the backswing and impact of a golf shot in low handicap golfers. In total, 62 golfers were involved in this study (n = 40 male, n = 22 female); the mean age of the sample was 15.4 ± 2.4 years. For the GMS, all subjects were assessed on their movement ability over a total of 10 different exercises. After a thorough warm-up routine of practice swings, each golfer then performed a single trial for biomechanical analysis. Biomechanical data were collected using an electromagnetic tracking system. Four of the 10 exercises had a significant correlation with x-factor (r = 0.25-0.33; p < 0.05). Four exercises had moderate correlations with spine rotation at the top of backswing. Spine side bend had a significant correlation with 9 of the 10 exercises and total GMS score (r = 0.26-0.53, p < 0.05). Movements of the pelvis and thorax at the top of backswing had minimal associations with the GMS. At impact, trunk inclination, thoracic rotation, and squat had small to moderate significant relationships with biomechanical movements (p < 0.05). Movement competency, as measured by the GMS, is associated with important aspects of swing mechanics. In particular, golfers who achieve better scores in the GMS have better spine control and can create a greater x-factor during the golf swing.
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Affiliation(s)
- Zachariah I Gould
- Cardiff School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, United Kingdom.,Golf Union of Wales, Newport, United Kingdom
| | - Jon L Oliver
- Golf Union of Wales, Newport, United Kingdom.,Youth Physical Development Center, Cardiff School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, United Kingdom.,Sports Performance Research Institute New Zealand, Auckland University of Technology, Auckland, New Zealand; and
| | - Rhodri S Lloyd
- Golf Union of Wales, Newport, United Kingdom.,Youth Physical Development Center, Cardiff School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, United Kingdom.,Sports Performance Research Institute New Zealand, Auckland University of Technology, Auckland, New Zealand; and.,Center for Sport Science and Human, Performance, Waikato Institute of Technology, Waikato, New Zealand
| | - Rich Neil
- Cardiff School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, United Kingdom.,Golf Union of Wales, Newport, United Kingdom
| | - Mark Bull
- Golf Union of Wales, Newport, United Kingdom
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23
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Brouwer NP, Yeung T, Bobbert MF, Besier TF. 3D trunk orientation measured using inertial measurement units during anatomical and dynamic sports motions. Scand J Med Sci Sports 2020; 31:358-370. [PMID: 33038047 PMCID: PMC7898317 DOI: 10.1111/sms.13851] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 09/18/2020] [Accepted: 09/25/2020] [Indexed: 01/24/2023]
Abstract
Trunk motion is related to the performance and risk of injuries during dynamic sports motions. Optical motion capture is traditionally used to measure trunk motion during dynamic sports motions, but these systems are typically constrained to a laboratory environment. Inertial measurement units (IMUs) might provide a suitable alternative for measuring the trunk orientation during dynamic sports motions. The objective of the present study was to assess the accuracy of the three‐dimensional trunk orientation measured using IMUs during dynamic sports motions and isolated anatomical trunk motions. The motions were recorded with two IMUs and an optical motion capture system (gold standard). Ten participants performed a total of 71 sports motions (19 golf swings, 15 one‐handed ball throws, 19 tennis serves, and 18 baseball swings) and 125 anatomical trunk motions (42, 41, and 42 trials of lateral flexion, axial rotation, and flexion/extension, respectively). The root‐mean‐square differences between the IMU‐ and optical motion capture‐based trunk angles were less than 5 degrees, and the similarity between the methods was on average across all trials “very good” to “excellent” (R ≥ 0.85; R2 ≥ 0.80). Across the dynamic sports motions, even higher measures of similarity were found (R ≥ 0.90; R2 ≥ 0.82). When aligned to the relevant segment, the current IMUs are a promising alternative to optical motion capture and previous presented IMU‐based systems for the field‐based measurement of the three‐dimensional trunk orientation during dynamic sports motions and the anatomical trunk motions.
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Affiliation(s)
- Niels P Brouwer
- Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, The Netherlands
| | - Ted Yeung
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Maarten F Bobbert
- Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, The Netherlands
| | - Thor F Besier
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand.,Department of Engineering Science, University of Auckland, Auckland, New Zealand
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24
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Dong R, Cai D, Ikuno S. Motion Capture Data Analysis in the Instantaneous Frequency-Domain Using Hilbert-Huang Transform. SENSORS (BASEL, SWITZERLAND) 2020; 20:E6534. [PMID: 33207544 PMCID: PMC7698183 DOI: 10.3390/s20226534] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 11/11/2020] [Accepted: 11/13/2020] [Indexed: 12/24/2022]
Abstract
Motion capture data are widely used in different research fields such as medical, entertainment, and industry. However, most motion researches using motion capture data are carried out in the time-domain. To understand human motion complexities, it is necessary to analyze motion data in the frequency-domain. In this paper, to analyze human motions, we present a framework to transform motions into the instantaneous frequency-domain using the Hilbert-Huang transform (HHT). The empirical mode decomposition (EMD) that is a part of HHT decomposes nonstationary and nonlinear signals captured from the real-world experiments into pseudo monochromatic signals, so-called intrinsic mode function (IMF). Our research reveals that the multivariate EMD can decompose complicated human motions into a finite number of nonlinear modes (IMFs) corresponding to distinct motion primitives. Analyzing these decomposed motions in Hilbert spectrum, motion characteristics can be extracted and visualized in instantaneous frequency-domain. For example, we apply our framework to (1) a jump motion, (2) a foot-injured gait, and (3) a golf swing motion.
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Affiliation(s)
- Ran Dong
- School of Computer Science, Tokyo University of Technology, Tokyo 192-0982, Japan;
| | - Dongsheng Cai
- Faculty of Engineering, Information and Systems, University of Tsukuba, Ibaraki 305-8577, Japan;
| | - Soichiro Ikuno
- School of Computer Science, Tokyo University of Technology, Tokyo 192-0982, Japan;
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25
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Kim J, Youm C, Son M, Lee M, Park H, Noh B. Kinematic sequence and time lag for pitch and lob shots in female pro-golfers. INT J PERF ANAL SPOR 2020. [DOI: 10.1080/24748668.2020.1790235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- J. Kim
- Biomechanics Laboratory, College of Health Sciences, Dong-A University, Busan, Republic of Korea
| | - C. Youm
- Biomechanics Laboratory, College of Health Sciences, Dong-A University, Busan, Republic of Korea
- Department of Health Care and Science, College of Health Sciences, Dong-A University, Busan, Republic of Korea
| | - M. Son
- Biomechanics Laboratory, College of Health Sciences, Dong-A University, Busan, Republic of Korea
| | - M. Lee
- Biomechanics Laboratory, College of Health Sciences, Dong-A University, Busan, Republic of Korea
| | - H. Park
- Biomechanics Laboratory, College of Health Sciences, Dong-A University, Busan, Republic of Korea
| | - B. Noh
- Biomechanics Laboratory, College of Health Sciences, Dong-A University, Busan, Republic of Korea
- Department of Health Care and Science, College of Health Sciences, Dong-A University, Busan, Republic of Korea
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26
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Choi H, Park S. Three Dimensional Upper Limb Joint Kinetics of a Golf Swing with Measured Internal Grip Force. SENSORS (BASEL, SWITZERLAND) 2020; 20:E3672. [PMID: 32630024 PMCID: PMC7374515 DOI: 10.3390/s20133672] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 06/20/2020] [Accepted: 06/23/2020] [Indexed: 11/25/2022]
Abstract
The biomechanics of a golf swing have been of interest to golfers, instructors, and biomechanists. In addition to the complexity of the three-dimensional (3D) dynamics of multi-segments of body, the closed-chain body posture as a result of both hands holding a club together makes it difficult to fully analyze the 3D kinetics of a golf swing. To identify the hand-grip joint force and torque applied by each hand, we directly measured the 3D internal grip force of nine registered professional golfers using an instrumented grip. A six-axis force-torque sensor was connected to a custom-made axially separated grip, which was then connected to a driver shaft using a manufactured screw thread. Subjects participated in two sessions of data collection featuring five driver swings with both a regular and customized sensor-embedded grip, respectively. Internal grip force measurement and upper limb kinematics were used to calculate the joint force and torque of the nine-linkage closed-chain of the upper limb and club using 3D inverse dynamics. Direct measurement of internal grip forces revealed a threefold greater right-hand torque application compared to the left hand, and counterforce by both hands was also found. The joint force and torque of the left arm tended to precede that of the right arm, the majority of which had peaks around the impact and showed a larger magnitude than that of the left arm. Due to the practical challenge of measuring internal force, heuristic estimation methods based on club kinematics showed fair approximation. Our results suggest that measuring the internal forces of the closed-chain posture could identify redundant joint kinetics and further propose a heuristic approximation.
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Affiliation(s)
| | - Sukyung Park
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea;
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27
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Diagnosis and remediation of blink inefficiency. Cont Lens Anterior Eye 2020; 44:101331. [PMID: 32499135 DOI: 10.1016/j.clae.2020.04.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 04/23/2020] [Accepted: 04/27/2020] [Indexed: 11/23/2022]
Abstract
To examine the role of incomplete blinking in contributing to blink inefficiency, symptoms of dry eye and ocular surface disease. To review methods for diagnosing blink inefficiency (including both reduced overall blink rate and increased incomplete blink rate) and the role of remediation for efficient complete blinking as an essential part of the lacrimal functional unit in maintaining tear homeostasis. Diagnosis and remediation of blink inefficiency appear to have been somewhat misunderstood in the management of dry eye disease. To the extent that a high incomplete blink rate ranks in significance with low blink frequency in contributing to blink inefficiency, measures and remediation of only total blink rate are of reduced usefulness in the diagnosis and treatment of blink inefficiency-related ocular surface exposure, dry eye symptoms and ocular surface disease. In addition, a patient's blink performance during a biomicroscopy or any other clinical assessment of blink efficiency, is unlikely to be characteristic of or relevant to the blink inefficiency that develops and causes symptoms during their various day-to-day activities. There appears to be a strong case for prescribing blink efficiency exercises in the management of many cases of dry eye symptoms and ocular surface disease. Remediation of spontaneous blink inefficiency may require that a motor memory of voluntary complete, rapid, relaxed and natural looking blink formation is established and maintained as the basis for efficient spontaneous blinking. Voluntary forceful blinking may undermine the motor memory of efficient blinking and risk the depletion of any reserves of lipid.
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The Relationship Between the Golf-Specific Movement Screen and Golf Performance. J Sport Rehabil 2020; 29:425-435. [PMID: 30860428 DOI: 10.1123/jsr.2018-0441] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 01/17/2019] [Accepted: 02/06/2019] [Indexed: 11/18/2022]
Abstract
CONTEXT Golf requires effective movement patterns to produce an effective swing and performance. OBJECTIVE To determine the relationship between the Titleist Performance Institute golf-specific functional movement screening (GSFMS) composite and individual element scores and golf performance by assessing a player's handicap, clubhead speed, side accuracy, ball speed, peak pelvis rotation speed, swing sequence, and common swing faults. DESIGN Cohort study, clinical measurement. SETTING English golf club. PARTICIPANTS A total of 11 amateur golfers: 5 males (age: 37.2 [18.7] y, height: 184.4 [9.6] cm, body mass: 89.5 [13.4] kg, and handicap: 9 [6.6]) and 6 females (age: 53.7 [15.0] y, height: 166.8 [5.5] cm, body mass: 67.9 [16.6] kg, and handicap: 13 [6.1]). MAIN OUTCOME MEASURES GSFMS composite and individual element scores and golf performance variables. RESULTS Significant relationships existed between GSFMS composite scores and handicap (r = -.779, P = .01); clubhead speed (r = .701, P = .02); ball speed (r = .674, P = .02); and peak pelvis rotation speed (r = .687, P = .02). Significant relationships existed between 90°/90° golf position and clubhead speed (r = .716, P = .01); ball speed (r = .777, P = .01); seated trunk rotation and peak pelvis rotation speed (r = .606, P = .048); single-leg balance and handicap (r = -.722, P = .01); torso rotation and handicap (r = -.637,P = .04); and torso rotation and peak pelvis rotation speed (r = .741, P = .01). Single-leg balance, overhead deep squat, and pelvic tilt were the GSFMS tests which participants had most difficulty in performing. The most common swing faults identified included loss of posture, slide, chicken winging, and early hip extension. CONCLUSIONS The GSFMS may be used to identify movement limitations that relate to golfing performance. These findings may potentially allow intervention to correct movement patterns and potentially improve golf performance.
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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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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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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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Faux L, Carlisle A, Vickers J, Diss C. The effect of alterations in foot centre of pressure on lower body kinematics during the five-iron golf swing. J Sports Sci 2019; 37:2014-2020. [PMID: 31076017 DOI: 10.1080/02640414.2019.1614714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The research aimed to evaluate the effects of an intervention aimed at altering pressure towards the medial aspect of the foot relating to stability mechanisms associated with the golf swing. We hypothesised that by altering the position of the foot pressure, the lower body stabilisation would improve which in turn would enhance weight distribution and underpinning lower body joint kinematics. Eight professional golf association (PGA) golf coaches performed five golf swings, recorded using a nine-camera motion analysis system synchronised with two force platforms. Following verbal intervention, they performed further five swings. One participant returned following a one-year intervention programme and performed five additional golf swings to provide a longitudinal case study analysis. Golf performance was unchanged evidenced by the velocity and angle of the club at ball impact (BI), although the one-year intervention significantly changed the percentage of weight experienced at each foot in the final 9% of downswing, which provided an even weight distribution at BI. This is a highly relevant finding as it indicates that the foot centre of pressure was central to the base of support and in-line with the centre of mass (CoM), indicating significantly increased stability when the CoM is near maximal acceleration.
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Affiliation(s)
- Lesley Faux
- a Department of Life Sciences , University of Roehampton , London , UK
| | - Alison Carlisle
- a Department of Life Sciences , University of Roehampton , London , UK
| | - John Vickers
- b Golf Swing Body Mechanics International , Miami Beach , FL , USA
| | - Ceri Diss
- a Department of Life Sciences , University of Roehampton , London , UK
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33
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Han KH, Como C, Kim J, Lee S, Kim J, Kim DK, Kwon YH. Effects of the golfer–ground interaction on clubhead speed in skilled male golfers. Sports Biomech 2019; 18:115-134. [DOI: 10.1080/14763141.2019.1586983] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Ki Hoon Han
- Biomechanics Laboratory, Texas Woman’s University, Denton, TX, USA
| | - Christopher Como
- Biomechanics Laboratory, Texas Woman’s University, Denton, TX, USA
| | - Jemin Kim
- Biomechanics Laboratory, Texas Woman’s University, Denton, TX, USA
| | - Sangwoo Lee
- Biomechanics Laboratory, Texas Woman’s University, Denton, TX, USA
| | - Jaewoong Kim
- Biomechanics Laboratory, Texas Woman’s University, Denton, TX, USA
| | - Dae Kyoo Kim
- Biomechanics Laboratory, Texas Woman’s University, Denton, TX, USA
| | - Young-Hoo Kwon
- Biomechanics Laboratory, Texas Woman’s University, Denton, TX, USA
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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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35
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Schofield M, Cronin JB, Macadam P, Storey A. Reliability of cable downswing load-velocity performance in golf swings. Sports Biomech 2019; 20:230-237. [PMID: 30862284 DOI: 10.1080/14763141.2019.1571093] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The cable-pulley downswing is a movement similar to the golf downswing, and therefore may offer a valuable golf specific rotational diagnostic and training tool. However, to be of value, measurements need to be stable across testing occasions. Therefore, the aim of this study was to quantify the test-retest reliability of the cable downswing across a spectrum of load-velocities. Ten male participants (21.7 ± 3.0 years, 84.6 ± 9.8 kg, 1.80 ± 0.05 m) volunteered to participate over 3 testing sessions' separated by a minimum of 3 days. Participants performed maximal velocity cable downswings across eight loads (1.25-18.75 kg), which were incrementally increased by 2.5 kg. Vertical cable stack velocity was collected at 50 Hz via a GymAware linear position transducer. Downswing velocity across all eight loads was observed to be extremely reliable (change in mean = -5.1% to 2.9%, coefficient of variation = 1.5-6.4% and intra-class correlation = 0.70-0.98), with reliability increasing with increasing trials. In conclusion, the cable downswing is a reliable method of tracking rotational ability similar to the golf downswing. Practitioners should establish an upper load relative to the apparatus and participant. Future research should determine the utility and sensitivity of this measure.
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Affiliation(s)
- Michael Schofield
- Sports Performance Research Institute New Zealand (SPRINZ) at AUT Millennium, Auckland University of Technology , Auckland, New Zealand
| | - John B Cronin
- Sports Performance Research Institute New Zealand (SPRINZ) at AUT Millennium, Auckland University of Technology , Auckland, New Zealand.,School of Medical and Health Sciences, Edith Cowan University , Perth, Australia
| | - Paul Macadam
- Sports Performance Research Institute New Zealand (SPRINZ) at AUT Millennium, Auckland University of Technology , Auckland, New Zealand
| | - Adam Storey
- Sports Performance Research Institute New Zealand (SPRINZ) at AUT Millennium, Auckland University of Technology , Auckland, New Zealand
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Akiyama K, Yamamoto D. The relationship between shot velocity and physical characteristics of lacrosse players. J Sports Med Phys Fitness 2019; 59:1472-1478. [PMID: 30722653 DOI: 10.23736/s0022-4707.19.09305-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND This study was designed to quantify the relationship between the velocity at which lacrosse players can shoot a lacrosse ball (shot velocity) with a lacrosse stick and a variety of physical strength attributes. METHODS Twenty lacrosse athletes were recruited to participate in the study. We measured shot velocity with a microwave, speed-measuring apparatus. RESULTS Shot velocity showed significant and moderate correlations with the distance a player can throw a medicine ball (r=0.58-0.66), the height at which a player could jump vertically from a crouching position (r=0.44-0.46), a player's hand grip strength (r=0.33-0.46), and the isokinetic concentric strength of player knees (r=0.20-0.45). The thrown distance of a medicine ball was significantly and moderately correlated with vertical jump height (r=0.32-0.47) and hand grip strength (r=0.33-0.53), respectively. CONCLUSIONS Strength and conditioning coaches should train lacrosse players in strengthening their core, lower extremities and in movements that link their arms with the lower part of the body. The muscular strength of trunk rotation, which relies on the strength of the arms and lower limbs, greatly enhances a player's ability to shoot a lacrosse ball at high velocities.
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Affiliation(s)
- Kei Akiyama
- Research Institute for Sport Science, Nippon Sport Science University, Tokyo, Japan -
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37
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Relationships between technique and bat speed, post-impact ball speed, and carry distance during a range hitting task in cricket. Hum Mov Sci 2019; 63:34-44. [DOI: 10.1016/j.humov.2018.11.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 11/13/2018] [Accepted: 11/18/2018] [Indexed: 11/22/2022]
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38
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Sorbie GG, Low C, Richardson AK. Effect of a 6-week yoga intervention on swing mechanics during the golf swing: a feasibility study. INT J PERF ANAL SPOR 2019. [DOI: 10.1080/24748668.2019.1566845] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Graeme G. Sorbie
- School of Social & Health Sciences, Sport and Exercise, Abertay University, Dundee, UK
| | - Chris. Low
- School of Social & Health Sciences, Sport and Exercise, Abertay University, Dundee, UK
| | - Ashley K. Richardson
- School of Social & Health Sciences, Sport and Exercise, Abertay University, Dundee, UK
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39
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Glazier PS, Mehdizadeh S. Challenging Conventional Paradigms in Applied Sports Biomechanics Research. Sports Med 2018; 49:171-176. [DOI: 10.1007/s40279-018-1030-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Abstract
The golf swing is a multidimensional movement requiring alternative data analysis methods to interpret non-linear relationships in biomechanics data related to golf shot outcomes. The purpose of this study was to use a combined principal component analysis (PCA), fuzzy coding, and multiple correspondence analysis (MCA) data analysis approach to visualise associations within key biomechanics movement patterns and impact parameters in a group of low handicap golfers. Biomechanics data was captured and analysed for 22 golfers when hitting shots with their own driver. Relationships between biomechanics variables were firstly achieved by quantifying principal components, followed by fuzzy coding and finally MCA. Clubhead velocity and ball velocity were included as supplementary data in MCA. A total of 35.9% of inertia was explained by the first factor plane of MCA. Dimension one and two, and subsequent visualisation of MCA results, showed a separation of golfers’ biomechanics (i.e., swing techniques). The MCA plot can be used to simply and quickly identify movement patterns of a group of similar handicap golfers if supported with appropriate descriptive interpretation of the data. This technique also has the potential to highlight mismatched golfer biomechanics variables which could be contributing to weaker impact parameters.
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41
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Waterman BR, Ukwuani G, Clapp I, Malloy P, Neal WH, Nho SJ. Return to Golf After Arthroscopic Management of Femoroacetabular Impingement Syndrome. Arthroscopy 2018; 34:3187-3193.e1. [PMID: 30301634 DOI: 10.1016/j.arthro.2018.06.042] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2017] [Revised: 06/10/2018] [Accepted: 06/11/2018] [Indexed: 02/02/2023]
Abstract
PURPOSE To investigate if patients who reported playing golf before arthroscopic hip surgery for femoroacetabular impingement syndrome were able to return to playing golf postoperatively. METHODS The study was a retrospective analysis of all consecutive patients undergoing hip arthroscopy for femoroacetabular impingement syndrome between 2012 and 2014. Inclusion criteria required that a patient (1) reported playing golf before the surgery, (2) had a minimum 2-year follow-up, and (3) completed patient-reported outcome measures. An electronic postoperative return to golf questionnaire was completed by patients who reported golf as an activity. To evaluate patients' ability to return to golf after surgery, the following variables were analyzed with paired samples t test and χ-square tests: handedness, holes played, modified-Harris Hip Score, and Hip Outcome Score Activity of Daily Living and Sports-Specific Subscale. RESULTS A total of 29 patients (22 men; age, 36.0 ± 11.9 years) with a minimum of 24 months of follow-up who self-reported playing golf preoperatively were included in the analysis. Preoperatively, 23 patients (79%) had discontinued golfing owing to activity-related hip complaints. At the final follow-up, all patients had significant improvements in the Hip Outcome Score Activity of Daily Living (preoperatively, 65.9 ± 19.9; postoperatively, 91.5 ± 12.8; P < .0001), the Hip Outcome Score Sports-Specific Subscale (38.2 ± 23.5, 79.7 ± 28.8; P = .0002), and modified-Harris Hip Score (54.8 ± 15.6; 84.2 ± 15.8; P < .0001). Additionally, there was a decrease in pain from 7.34 ± 1.63 to 1.71 ± 2.3 postoperatively (P < .0001), and 97% of patients returned to golf at an average of 7.2 months postoperatively. Postoperatively, 55% of patients (n = 16) noted improved golfing performance, 41% (n = 11) returned to their preinjury level, 1 patient (3%) returned at a lower level owing to non-hip-related problems, and 1 (3%) did not return to golf owing to fear of reinjury. CONCLUSIONS Arthroscopic treatment of femoroacetabular impingement syndrome in patients who reported playing golf before surgery resulted in significant improvements in hip function and predictably high rates of patient satisfaction, with 97% returning to golfing activity and 55% noting improvement from preinjury sporting performance. LEVEL OF EVIDENCE Level IV, retrospective case series.
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Affiliation(s)
| | - Gift Ukwuani
- Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Ian Clapp
- Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Philip Malloy
- Rush University Medical Center, Chicago, Illinois, U.S.A
| | - William H Neal
- Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Shane J Nho
- Rush University Medical Center, Chicago, Illinois, U.S.A
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Baker ML, Epari DR, Lorenzetti S, Sayers M, Boutellier U, Taylor WR. Risk Factors for Knee Injury in Golf: A Systematic Review. Sports Med 2018; 47:2621-2639. [PMID: 28884352 PMCID: PMC5684267 DOI: 10.1007/s40279-017-0780-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Background Golf is commonly considered a low-impact sport that carries little risk of injury to the knee and is generally allowed following total knee arthroplasty (TKA). Kinematic and kinetic studies of the golf swing have reported results relevant to the knee, but consensus as to the loads experienced during a swing and how the biomechanics of an individual’s technique may expose the knee to risk of injury is lacking. Objectives Our objective was to establish (1) the prevalence of knee injury resulting from participation in golf and (2) the risk factors for knee injury from a biomechanical perspective, based on an improved understanding of the internal loading conditions and kinematics that occur in the knee from the time of addressing the ball to the end of the follow-through. Methods A systematic literature search was conducted to determine the injury rate, kinematic patterns, loading, and muscle activity of the knee during golf. Results A knee injury prevalence of 3–18% was established among both professional and amateur players, with no clear dependence on skill level or sex; however, older players appear at greater risk of injury. Studies reporting kinematics indicate that the lead knee is exposed to a complex series of motions involving rapid extension and large magnitudes of tibial internal rotation, conditions that may pose risks to the structures of a natural knee or TKA. To date, the loads experienced by the lead knee during a golf swing have been reported inconsistently in the literature. Compressive loads ranging from 100 to 440% bodyweight have been calculated and measured using methods including inverse dynamics analysis and instrumented knee implants. Additionally, the magnitude of loading appears to be independent of the club used. Conclusions This review is the first to highlight the lack of consensus regarding knee loading during the golf swing and the associated risks of injury. Results from the literature suggest the lead knee is subject to a higher magnitude of stress and more demanding motions than the trail knee. Therefore, recommendations regarding return to golf following knee injury or surgical intervention should carefully consider the laterality of the injury. Electronic supplementary material The online version of this article (doi:10.1007/s40279-017-0780-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Matthew L Baker
- Institute for Biomechanics, ETH Zürich, Leopold-Ruzicka-Weg 4, 8093, Zurich, Switzerland.,Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, QLD, Australia
| | - Devakar R Epari
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, QLD, Australia
| | - Silvio Lorenzetti
- Institute for Biomechanics, ETH Zürich, Leopold-Ruzicka-Weg 4, 8093, Zurich, Switzerland
| | - Mark Sayers
- School of Health and Sports Sciences, University of the Sunshine Coast, Sippy Downs, QLD, Australia
| | - Urs Boutellier
- Institute for Biomechanics, ETH Zürich, Leopold-Ruzicka-Weg 4, 8093, Zurich, Switzerland
| | - William R Taylor
- Institute for Biomechanics, ETH Zürich, Leopold-Ruzicka-Weg 4, 8093, Zurich, Switzerland.
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43
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Prokopy MP, Lee S, Perry JA, Allin LJ, Hryvniak DJ, Weltman AL. Deliberate shot trajectories of highly skilled golfers: Associated changes and diversity in ground reaction forces. TRANSLATIONAL SPORTS MEDICINE 2018. [DOI: 10.1002/tsm2.30] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Max P. Prokopy
- Department of Physical Medicine & Rehabilitation; University of Virginia School of Medicine; Charlottesville Virginia
| | - Soyeon Lee
- Department of Physical Medicine & Rehabilitation; University of Virginia School of Medicine; Charlottesville Virginia
| | | | - Leigh J. Allin
- Department of Biomedical Engineering; Virginia Polytechnic Institute and State University; Blacksburg Virginia
| | - David J. Hryvniak
- Department of Physical Medicine & Rehabilitation; University of Virginia School of Medicine; Charlottesville Virginia
| | - Arthur L. Weltman
- Department of Kinesiology; University of Virginia; Charlottesville Virginia
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44
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Lamb PF, Pataky TC. The role of pelvis-thorax coupling in controlling within-golf club swing speed. J Sports Sci 2018; 36:2164-2171. [PMID: 29471731 DOI: 10.1080/02640414.2018.1442287] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Pelvis-thorax coordination has been recognised to be associated with swing speed. Increasing angular separation between the pelvis and thorax has been thought to initiate the stretch shortening cycle and lead to increased clubhead speed. The purpose of this study was to determine whether pelvis-thorax coupling played a significant role in regulating clubhead speed, in a group of low-handicap golfers (mean handicap = 4.1). Sixteen participants played shots to target distances determined based on their typical 5- and 6-iron shot distances. Half the difference between median 5- and 6-iron distance for each participant was used to create three swing effort conditions: "minus", "norm", and "plus". Ten shots were played under each swing effort condition using both the 5-iron and 6-iron, resulting in six shot categories and 60 shots per participant. No significant differences were found for X-factor for club or swing effort. X-factor stretch showed significant differences for club and swing effort. Continuous relative phase (CRP) results mainly showed evidence of the stretch shortening cycle in the downswing and that it was more pronounced late in the downswing as swing effort increased. Substantial inter-individual CRP variability demonstrated the need for individual analyses when investigating coordination in the golf swing.
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Affiliation(s)
- Peter F Lamb
- a School of Physical Education, Sport and Exercise Sciences , University of Otago , Dunedin , New Zealand.,b Department of Training Science and Sport Informatics, Faculty of Sports and Health Science , Technische Universität München , Munich , Germany
| | - Todd C Pataky
- c Department of Human Health Sciences, Graduate School of Medicine , Kyoto University , Kyoto , Japan.,d Department of Bioengineering , Institute for Fiber Engineering, Shinshu University , Ueda , Japan
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Gryc T, Stastny P, Zahálka F, Smółka W, Żmijewski P, Gołaś A, Zawartka M, Malý T. Performance and Kinematic Differences in Putting between Healthy and Disabled Elite Golfers. J Hum Kinet 2018; 60:233-241. [PMID: 29340004 PMCID: PMC5765804 DOI: 10.1515/hukin-2017-0113] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Golfers with disability are limited in the execution of the full golf swing, but their performance in putting may be comparable because this stroke does not demand significant strength, balance and range of motion. Therefore, the aim of this study was to compare putting performance, kinetic and kinematic consistency between golfers with different disabilities and healthy athletes. The participants consisted of three disabled athletes (perinatal cerebral palsy, multiple sclerosis, below knee lower limb amputee) and three healthy golfers (age 34 ± 4.5 years, body height 178 ± 3.3 cm, body mass 83 ± 6.2 kg). The golfers’ movements were recorded by active 3D markers for kinematic analyses; the subjects performed 10 trials of a 6 m putting task while standing on separate force platforms placed under each lower limb. Putting performance was measured by the distance of the final ball position to the centre of the hole. ANOVA analyses did not show any differences in clubhead speed and total ball distance from the hole. The consistency of those two parameters expressed by the coefficient of variation (CV) was CV = 0.5% or better in both groups for clubhead speed and ranged from CV = 0.40 to 0.61% in healthy and CV = 0.21 to 0.55% in disabled athletes for total error distance. The main effect ANOVA showed differences in weight shift, hip and shoulder kinematics (p < 0.05) between healthy players and all players with disability. All disabled athletes shifted their weight toward the healthy side (towards the healthy lower limb) and alternated the end of the swing. The player with below knee amputation had the lowest range of motion in the shoulder joint during the putting stroke. The players with perinatal cerebral palsy and multiple sclerosis had the largest range of motion in the hips. Putting performance of disabled golfers was similar to healthy athletes. During training of disabled players, coaches should pay attention to the specificity of a particular disability when focused on putting performance. However, individual technique should achieve the same consistency as observed in healthy players.
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Affiliation(s)
- Tomáš Gryc
- Charles University in Prague, Faculty of Physical Education and Sport, Biomedical Laboratory, Prague, Czech Republic
| | - Petr Stastny
- Charles University in Prague, Faculty of Physical Education and Sport, Department of Sport Games, Prague, Czech Republic
| | - František Zahálka
- Charles University in Prague, Faculty of Physical Education and Sport, Biomedical Laboratory, Prague, Czech Republic
| | - Wojciech Smółka
- Clinical Department of Laryngology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland
| | - Piotr Żmijewski
- Faculty of Medicine, University of Information Technology and Management in Rzeszow, Rzeszow, Poland
| | - Artur Gołaś
- Department of Theory and Practice of Sport, The Jerzy Kukuczka Academy of Physical Education in Katowice, Katowice, Poland
| | - Marek Zawartka
- Department of Theory and Practice of Sport, The Jerzy Kukuczka Academy of Physical Education in Katowice, Katowice, Poland
| | - Tomáš Malý
- Charles University in Prague, Faculty of Physical Education and Sport, Biomedical Laboratory, Prague, Czech Republic
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46
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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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47
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Ozaki Y, Aoki R, Kimura T, Takashima Y, Yamada T. Characterizing muscular activities using non-negative matrix factorization from EMG channels for driver swings in golf. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2017; 2016:892-895. [PMID: 28268467 DOI: 10.1109/embc.2016.7590844] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The goal of this study is to propose a data driven approach method to characterize muscular activities of complex actions in sports such as golf from a lot of EMG channels. Two problems occur in a many channel measurement. The first problem is that it takes a lot of time to check the many channel data because of combinatorial explosion. The second problem is that it is difficult to understand muscle activities related with complex actions. To solve these problems, we propose an analysis method of multi EMG channels using Non-negative Matrix Factorization and adopt the method to driver swings in golf. We measured 26 EMG channels about 4 professional coaches of golf. The results show that the proposed method detected 9 muscle synergies and the activation of each synergy were mostly fitted by sigmoid curve (R2=0.85).
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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: 9] [Impact Index Per Article: 1.3] [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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49
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Joyce C, Burnett A, Cochrane J, Reyes A. A preliminary investigation of trunk and wrist kinematics when using drivers with different shaft properties. Sports Biomech 2016; 15:61-75. [PMID: 27075379 DOI: 10.1080/14763141.2015.1123764] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
It is unknown whether skilled golfers will modify their kinematics when using drivers of different shaft properties. This study aimed to firstly determine if golf swing kinematics and swing parameters and related launch conditions differed when using modified drivers, then secondly, determine which kinematics were associated with clubhead speed. Twenty high level amateur male golfers (M ± SD: handicap = 1.9 ± 1.9 score) had their three-dimensional (3D) trunk and wrist kinematics collected for two driver trials. Swing parameters and related launch conditions were collected using a launch monitor. A one-way repeated measures ANOVA revealed significant (p ≤ 0.003) between driver differences; specifically, faster trunk axial rotation velocity and an early wrist release for the low kick point driver. Launch angle was shown to be 2° lower for the high kick point driver. Regression models for both drivers explained a significant amount of variance (60-67%) in clubhead speed. Wrist kinematics were most associated with clubhead speed, indicating the importance of the wrists in producing clubhead speed regardless of driver shaft properties.
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Affiliation(s)
- Christopher Joyce
- a School of Exercise and Health Science , Edith Cowan University , Joondalup , Australia.,b School of Health Sciences , Notre Dame University , Fremantle , Australia
| | - Angus Burnett
- a School of Exercise and Health Science , Edith Cowan University , Joondalup , Australia.,c ASPETAR Orthopaedic and Sports Medicine Hospital , Doha , Qatar
| | - Jodie Cochrane
- a School of Exercise and Health Science , Edith Cowan University , Joondalup , Australia
| | - Alvaro Reyes
- a School of Exercise and Health Science , Edith Cowan University , Joondalup , Australia
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50
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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: 3] [Impact Index Per Article: 0.4] [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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