Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics

<b>Background:</b> Skilled human movement, such as the golf swing, emerges from coordinated rotational and translational dynamics. This study investigates pitch-a screw-theoretic invariant defined as the ratio of linear to angular velocity along the instantaneous screw axis (ISA)-as a compact metric for quantifying motor coordination. <b>Methods:</b> We reanalyzed a validated motion capture dataset involving a proficient and a novice female golfer. ISA trajectories and pitch values were computed from 3D marker data, and synchronized with vertical ground reaction force (GRF) signals collected via force plate. <b>Results:</b> The proficient golfer exhibited tightly bounded pitch oscillations (approximately ±0.0025 cm/rad) that were temporally aligned with a single, well-defined GRF peak. In contrast, the novice showed irregular pitch fluctuations (-0.025 to +0.01 cm/rad) and asynchronous GRF patterns with multiple peaks. <b>Conclusions:</b> These findings demonstrate that pitch can serve as a biomechanical indicator of skilled performance, reflecting the degree of intersegmental coordination and force timing. Screw theory thus offers a rigorous framework for evaluating movement efficiency in sport and rehabilitation contexts.

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Publication Details

Journal
Journal of Functional Morphology and Kinesiology
Published
2025-08-15
DOI
https://doi.org/10.3390/jfmk10030315
Primary Topic
Sports Dynamics and Biomechanics
Type
article
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article

Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics

Wangdo Kim
Journal of Functional Morphology and Kinesiology
Sports Dynamics and Biomechanics
article

Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics

Wangdo Kim
article en

Abstract

<b>Background:</b> Skilled human movement, such as the golf swing, emerges from coordinated rotational and translational dynamics. This study investigates pitch-a screw-theoretic invariant defined as the ratio of linear to angular velocity along the instantaneous screw axis (ISA)-as a compact metric for quantifying motor coordination. <b>Methods:</b> We reanalyzed a validated motion capture dataset involving a proficient and a novice female golfer. ISA trajectories and pitch values were computed from 3D marker data, and synchronized with vertical ground reaction force (GRF) signals collected via force plate. <b>Results:</b> The proficient golfer exhibited tightly bounded pitch oscillations (approximately ±0.0025 cm/rad) that were temporally aligned with a single, well-defined GRF peak. In contrast, the novice showed irregular pitch fluctuations (-0.025 to +0.01 cm/rad) and asynchronous GRF patterns with multiple peaks. <b>Conclusions:</b> These findings demonstrate that pitch can serve as a biomechanical indicator of skilled performance, reflecting the degree of intersegmental coordination and force timing. Screw theory thus offers a rigorous framework for evaluating movement efficiency in sport and rehabilitation contexts.

Journal of Functional Morphology and KinesiologyVol. 10(3)
Universidad de Ingeniería y Tecnología (PE)
Openalex Percentile: Top 80%
Sports Dynamics and Biomechanics
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Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics — Wangdo Kim · Journal of Functional Morphology and Kinesiology (2025) | TGRS Research Map | TGRS