The application of non-linear methods to quantify changes to movement dynamics during running: a scoping review
The aim of this scoping review was to evaluate research approaches that quantify changes to non-linear movement dynamics during running in response to fatigue, different speeds, and fitness levels. PubMed and Scopus were used to identify appropriate research articles. After the selection of eligible...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Informa UK Limited
2023
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| Subjects: | |
| Online Access: | https://repository.londonmet.ac.uk/8615/1/Application-of-non-linear-methods-to-quantify-changes-to-movement-dynamics-during-running-a-scoping-review.pdf |
| _version_ | 1804072924691300352 |
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| author | Hunter, Ben Karsten, Bettina Greenhalgh, Andrew Burnley, Mark Muniz-Pumares, Daniel |
| author_facet | Hunter, Ben Karsten, Bettina Greenhalgh, Andrew Burnley, Mark Muniz-Pumares, Daniel |
| author_sort | Hunter, Ben |
| collection | LMU |
| description | The aim of this scoping review was to evaluate research approaches that quantify changes to non-linear movement dynamics during running in response to fatigue, different speeds, and fitness levels. PubMed and Scopus were used to identify appropriate research articles. After the selection of eligible studies, study details and participant characteristics were extracted and tabulated to identify methodologies and findings. Twenty-seven articles were included in the final analysis. To evaluate non-linearities in the time series, a range of approaches were identified including motion capture, accelerometery, and foot switches. Common methods of analysis included measures of fractal scaling, entropy, and local dynamic stability. Conflicting findings were evident when studies examined non-linear features in fatigued states when compared to non-fatigued. More pronounced alterations to movement dynamics are evident when running speed is changed markedly. Greater fitness levels resulted in more stable and predictable running patterns. The mechanisms by which these changes are underpinned require further examination. These could include the physiological demand of running, biomechanical constraints of the runner, and the attentional demands of the task. Moreover, the practical implications are yet to be elucidated. This review has identified gaps in the literature which should be addressed for further understanding of the field. |
| first_indexed | 2024-07-09T04:06:53Z |
| format | Article |
| id | oai:repository.londonmet.ac.uk:8615 |
| institution | London Metropolitan University |
| language | English |
| last_indexed | 2024-07-09T04:06:53Z |
| publishDate | 2023 |
| publisher | Informa UK Limited |
| record_format | eprints |
| spelling | oai:repository.londonmet.ac.uk:86152023-11-14T15:16:08Z http://repository.londonmet.ac.uk/8615/ The application of non-linear methods to quantify changes to movement dynamics during running: a scoping review Hunter, Ben Karsten, Bettina Greenhalgh, Andrew Burnley, Mark Muniz-Pumares, Daniel 610 Medicine & health The aim of this scoping review was to evaluate research approaches that quantify changes to non-linear movement dynamics during running in response to fatigue, different speeds, and fitness levels. PubMed and Scopus were used to identify appropriate research articles. After the selection of eligible studies, study details and participant characteristics were extracted and tabulated to identify methodologies and findings. Twenty-seven articles were included in the final analysis. To evaluate non-linearities in the time series, a range of approaches were identified including motion capture, accelerometery, and foot switches. Common methods of analysis included measures of fractal scaling, entropy, and local dynamic stability. Conflicting findings were evident when studies examined non-linear features in fatigued states when compared to non-fatigued. More pronounced alterations to movement dynamics are evident when running speed is changed markedly. Greater fitness levels resulted in more stable and predictable running patterns. The mechanisms by which these changes are underpinned require further examination. These could include the physiological demand of running, biomechanical constraints of the runner, and the attentional demands of the task. Moreover, the practical implications are yet to be elucidated. This review has identified gaps in the literature which should be addressed for further understanding of the field. Informa UK Limited 2023-06-17 Article PeerReviewed text en cc_by_4 https://repository.londonmet.ac.uk/8615/1/Application-of-non-linear-methods-to-quantify-changes-to-movement-dynamics-during-running-a-scoping-review.pdf Hunter, Ben, Karsten, Bettina, Greenhalgh, Andrew, Burnley, Mark and Muniz-Pumares, Daniel (2023) The application of non-linear methods to quantify changes to movement dynamics during running: a scoping review. Journal of Sports Sciences, 41 (5). pp. 481-494. ISSN 1466-447X https://doi.org/10.1080/02640414.2023.2225014 10.1080/02640414.2023.2225014 |
| spellingShingle | 610 Medicine & health Hunter, Ben Karsten, Bettina Greenhalgh, Andrew Burnley, Mark Muniz-Pumares, Daniel The application of non-linear methods to quantify changes to movement dynamics during running: a scoping review |
| title | The application of non-linear methods to quantify changes to movement dynamics during running: a scoping review |
| title_full | The application of non-linear methods to quantify changes to movement dynamics during running: a scoping review |
| title_fullStr | The application of non-linear methods to quantify changes to movement dynamics during running: a scoping review |
| title_full_unstemmed | The application of non-linear methods to quantify changes to movement dynamics during running: a scoping review |
| title_short | The application of non-linear methods to quantify changes to movement dynamics during running: a scoping review |
| title_sort | application of non linear methods to quantify changes to movement dynamics during running a scoping review |
| topic | 610 Medicine & health |
| url | https://repository.londonmet.ac.uk/8615/1/Application-of-non-linear-methods-to-quantify-changes-to-movement-dynamics-during-running-a-scoping-review.pdf |
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