Eccentric Hamstring Strength Monitoring to Predict Injury Risk in Men’s Non-League Professional Football: An Exploratory Cox Regression Study

Hamstring-strain injuries (HSIs) are the most prevalent time-loss injuries in professional football. While player monitoring of muscular strength is ubiquitous in professional football, the utility of in-season testing for predicting HSI in non-league football (NLF) settings is unclear. This study aimed to investigate if short-term, in-season changes in eccentric hamstring strength are associated with HSI risk and compare the predictive performance to a baseline model. This was a single-season prospective cohort study (36 weeks) in 20 male professional NLF players (nine HSI events). Eccentric hamstring strength was measured twice weekly during Nordic hamstring exercise (NHE) using a NordBord device. Cox proportional hazard models (Andersen–Gill) evaluated the association of HSI with bilateral peak force and inter-limb asymmetry as time-varying and baseline predictors. Nine HSIs occurred (29% of all time-loss injuries; n = 31). The predictive analysis revealed that the baseline model with hazard ratio (HR) of 0.20 (95% CI: 0.09–0.46; C-index = 0.824) outperformed the time-varying model (HR 0.29; 95% CI: 0.15–0.56; C-index = 0.776), with higher bilateral peak force protective across both models. Conversely, inter-limb asymmetry showed no association with HSI risk (HR 1.10; 95% CI: 0.95–1.27; C-index = 0.527). A key related finding was that while single test inter-limb asymmetry measurements were unreliable, stability across the season was good (ICC(1,k) = 0.895). In this cohort, a greater bilateral peak force was protective against HSI, with baseline testing more effective than twice-weekly in-season testing. Inter-limb asymmetry did not predict HSI, and the utility of its isolated use remains unclear despite the stability of players’ season-long profiles. These exploratory findings require confirmation in larger cohorts.

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Journal
Applied Sciences
Published
2025-12-05
DOI
https://doi.org/10.3390/app152412872
Primary Topic
Sports injuries and prevention
Type
article
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article

Eccentric Hamstring Strength Monitoring to Predict Injury Risk in Men’s Non-League Professional Football: An Exploratory Cox Regression Study

Dave Jackson, Peter K. Thain, Anthony Weldon, Adam L. Kelly et al.
Applied Sciences
Sports injuries and prevention
article

Eccentric Hamstring Strength Monitoring to Predict Injury Risk in Men’s Non-League Professional Football: An Exploratory Cox Regression Study

Dave Jackson, Peter K. Thain, Anthony Weldon, Adam L. Kelly, Richard C. Blagrove, Cain C. T. Clark, Ferozkhan Jadhakhan
article en

Abstract

Hamstring-strain injuries (HSIs) are the most prevalent time-loss injuries in professional football. While player monitoring of muscular strength is ubiquitous in professional football, the utility of in-season testing for predicting HSI in non-league football (NLF) settings is unclear. This study aimed to investigate if short-term, in-season changes in eccentric hamstring strength are associated with HSI risk and compare the predictive performance to a baseline model. This was a single-season prospective cohort study (36 weeks) in 20 male professional NLF players (nine HSI events). Eccentric hamstring strength was measured twice weekly during Nordic hamstring exercise (NHE) using a NordBord device. Cox proportional hazard models (Andersen–Gill) evaluated the association of HSI with bilateral peak force and inter-limb asymmetry as time-varying and baseline predictors. Nine HSIs occurred (29% of all time-loss injuries; n = 31). The predictive analysis revealed that the baseline model with hazard ratio (HR) of 0.20 (95% CI: 0.09–0.46; C-index = 0.824) outperformed the time-varying model (HR 0.29; 95% CI: 0.15–0.56; C-index = 0.776), with higher bilateral peak force protective across both models. Conversely, inter-limb asymmetry showed no association with HSI risk (HR 1.10; 95% CI: 0.95–1.27; C-index = 0.527). A key related finding was that while single test inter-limb asymmetry measurements were unreliable, stability across the season was good (ICC(1,k) = 0.895). In this cohort, a greater bilateral peak force was protective against HSI, with baseline testing more effective than twice-weekly in-season testing. Inter-limb asymmetry did not predict HSI, and the utility of its isolated use remains unclear despite the stability of players’ season-long profiles. These exploratory findings require confirmation in larger cohorts.

Applied SciencesVol. 15(24)
Birmingham City University (GB), Loughborough University (GB), Aston University (GB)
Openalex Percentile: Top 51%
Sports injuries and prevention
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