Pitch Invariance Reveals Skill-Specific Coordination in Human Movement: A Screw-Theoretic Reanalysis of Golf Swing Dynamics
Descripción del Articulo
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...
| Autor: | |
|---|---|
| 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 |
| id |
UTEC_72351faca3c9166b86ae16763bbbb842 |
|---|---|
| oai_identifier_str |
oai:repositorio.utec.edu.pe:20.500.12815/538 |
| network_acronym_str |
UTEC |
| network_name_str |
UTEC-Institucional |
| repository_id_str |
4822 |
| 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 |
| _version_ |
1862192944460595200 |
| score |
13.916713 |
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).