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

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Background: 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 qu...

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Detalles Bibliográficos
Autor: Kim, Wangdo
Formato: artículo
Fecha de Publicación:2025
Institución:Universidad de Ingeniería y tecnología
Repositorio:UTEC-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.utec.edu.pe:20.500.12815/538
Enlace del recurso:https://hdl.handle.net/20.500.12815/538
https://doi.org/10.3390/jfmk10030315
Nivel de acceso:acceso abierto
Materia:Pitch invariance
Screw theory
Skilled movement
Biomechanical efficiency
Motor coordination
https://purl.org/pe-repo/ocde/ford#2.06.01
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spelling Kim, Wangdo2026-04-01T01:06:05Z2026-04-01T01:06:05Z2025https://hdl.handle.net/20.500.12815/538https://doi.org/10.3390/jfmk10030315Journal of Functional Morphology and KinesiologyBackground: 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. Methods: 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. Results: 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. Conclusions: 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.Consejo Nacional de Ciencia, Tecnología e Innovación, N°PE501080681-2022-PROCIENCIAapplication/pdfengMultidisciplinary Digital Publishing Institute (MDPI)info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/Pitch invarianceScrew theorySkilled movementBiomechanical efficiencyMotor coordinationhttps://purl.org/pe-repo/ocde/ford#2.06.01Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamicsinfo:eu-repo/semantics/articlereponame:UTEC-Institucionalinstname:Universidad de Ingeniería y tecnologíainstacron:UTEC20.500.12815/538oai:repositorio.utec.edu.pe:20.500.12815/5382026-03-31 20:06:05.224metadata only accessRepositorio Institucional UTECrepositorio@utec.edu.pe
dc.title.es_PE.fl_str_mv Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics
title Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics
spellingShingle Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics
Kim, Wangdo
Pitch invariance
Screw theory
Skilled movement
Biomechanical efficiency
Motor coordination
https://purl.org/pe-repo/ocde/ford#2.06.01
title_short Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics
title_full Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics
title_fullStr Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics
title_full_unstemmed Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics
title_sort Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics
author Kim, Wangdo
author_facet Kim, Wangdo
author_role author
dc.contributor.author.fl_str_mv Kim, Wangdo
dc.subject.es_PE.fl_str_mv Pitch invariance
Screw theory
Skilled movement
Biomechanical efficiency
Motor coordination
topic Pitch invariance
Screw theory
Skilled movement
Biomechanical efficiency
Motor coordination
https://purl.org/pe-repo/ocde/ford#2.06.01
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#2.06.01
description Background: 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. Methods: 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. Results: 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. Conclusions: 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.
publishDate 2025
dc.date.accessioned.none.fl_str_mv 2026-04-01T01:06:05Z
dc.date.available.none.fl_str_mv 2026-04-01T01:06:05Z
dc.date.issued.fl_str_mv 2025
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12815/538
dc.identifier.doi.es_PE.fl_str_mv https://doi.org/10.3390/jfmk10030315
dc.identifier.journal.es_PE.fl_str_mv Journal of Functional Morphology and Kinesiology
url https://hdl.handle.net/20.500.12815/538
https://doi.org/10.3390/jfmk10030315
identifier_str_mv Journal of Functional Morphology and Kinesiology
dc.language.iso.es_PE.fl_str_mv eng
language eng
dc.rights.es_PE.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.*.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.format.es_PE.fl_str_mv application/pdf
dc.publisher.es_PE.fl_str_mv Multidisciplinary Digital Publishing Institute (MDPI)
dc.source.none.fl_str_mv reponame:UTEC-Institucional
instname:Universidad de Ingeniería y tecnología
instacron:UTEC
instname_str Universidad de Ingeniería y tecnología
instacron_str UTEC
institution UTEC
reponame_str UTEC-Institucional
collection UTEC-Institucional
repository.name.fl_str_mv Repositorio Institucional UTEC
repository.mail.fl_str_mv repositorio@utec.edu.pe
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