Abstract:
OBJECTIVES:To explore the practicality of using functional principal components analysis (fPCA) and intra-athlete z-score changes for individual athlete monitoring post-ACL injury and surgery. DESIGN:A single athlete case study using within-athlete repeated measures in the context of applied athlete monitoring. METHODS:Using single leg (left) drop landing (3 landings per session) onto a force plate, the athlete completed 6 sessions prior (healthy) and 3 sessions post-ACL injury/surgery. Maximum vertical ground reaction force (vGRF), time to stabilisation (TTS) and outputs from fPCA (fPC scores) for the healthy sessions were used to develop intra-athlete means and standard deviations for each variable. Post-surgery measures were given z-scores relative to the healthy mean and standard deviation for each variable. The standard normal deviate (z = 1.96) was used as a threshold to flag landings that could be indicative of changes in movement behaviour. RESULTS:Maximum vGRF revealed no post-surgery trials that exceeded the standard normal deviate threshold based on the healthy data. TTS identified one landing post-surgery that exceeded the threshold. Scores for fPC2, fPC3 and fPC4 revealed landings that exceeded the threshold, with fPC4 demonstrating landings greater than the threshold for every trial (except two) post-surgery. CONCLUSIONS:Including fPCA identified significant and stable changes to the landing strategy (particularly within fPC4). When used in conjunction with other measures such as maximum vGRF and TTS, fPCA has the potential to provide meaningful insights into athlete monitoring models regarding changes to movement characteristics after injury.
journal_name
J Sci Med Sportjournal_title
Journal of science and medicine in sportauthors
Stephens JM,Chapman DW,Tate K,Warmenhoven Jdoi
10.1016/j.jsams.2019.03.010subject
Has Abstractpub_date
2020-03-01 00:00:00pages
241-245issue
3eissn
1440-2440issn
1878-1861pii
S1440-2440(18)30275-5journal_volume
23pub_type
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更新日期:2014-09-01 00:00:00
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journal_title:Journal of science and medicine in sport
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更新日期:2018-11-01 00:00:00
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更新日期:2015-03-01 00:00:00