Evidence map›Paper›PMID 42421831›Full record

ArticleFrontiers in sports and active living2026

Aristotle's arm-swing hypothesis: biomechanical evidence from forward and inverse dynamics in an Olympic sprinter.

Jiahua Li, Xiaoge Xiao, Hanyu Zhang, Manqi Ge, Long Chen, Wing-Kai Lam, Yifang Fan

Abstract read
In one paragraph

Article in Frontiers in sports and active living, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Jiahua LiSchool of Physical Education and Sport Science, Fujian Normal University, Fuzhou, China.
Xiaoge XiaoSchool of Physical Education and Sport Science, Fujian Normal University, Fuzhou, China.
Hanyu ZhangSchool of Physical Education and Sport Science, Fujian Normal University, Fuzhou, China.
Manqi GeSchool of Physical Education and Health, East China Normal University, Shanghai, China.
Long ChenSchool of Physical Education and Health, East China Normal University, Shanghai, China.
Wing-Kai LamDepartment of Sports and Health Sciences, Academy of Wellness and Human Development, Faculty of Arts and Social Sciences, Hong Kong Baptist University, Hong Kong, China.
Yifang FanSchool of Physical Education and Sport Science, Fujian Normal University, Fuzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Aristotle's observational hypothesis suggests that runners may run faster if they swing their arms, yet direct evidence that arm swings enhance propulsion during running is lacking. This paper aims to develop a non-VO₂-based computational pipeline to estimate propulsive and vertical impulses from pressure/force and kinematic data, and to examine whether arm-swing modification training can improve running performance. Methods: One world-class elite sprinter performed a laboratory-based arm-swing modification session on pressure treadmill. Kinematic and pressure data before and after modifications were collected by synchronized motion capture system and pressure treadmill system and analyzed with forward and inverse dynamics. Results: Results indicate that the linear displacement of the center of mass was highly consistent, and the integral changes of the Lagrangian were consistent with energy expenditure calculated by ACSM equations. The participant with modified arm swing exhibited smaller cadence, maximum ground reaction force, medial-lateral impulse integral, but increased step length and anterior-posterior and superior-inferior impulse integrals. Discussion: These results supported the observational hypothesis, which suggested that a short period of arm-swing modification training is practical to enhance running performance in laboratory settings. Moreover, digitalization, standardization, and program training protocols would enable coaches and practitioners to develop reliable interventions for improvements in running technique and athletic performance.

Indexed as

arm swinggait retrainingground reaction forcerunning economyrunning performance

Identifiers

PMID42421831
PMCPMC13341810

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.