Key result
Neuromuscular decision tree identifies ~4.2-fold greater risk of non-contact lower extremity injuries in youth soccer.
Why the study?
Elite youth soccer players experience increasing injuries due to growing physical demands, and identifying neuromuscular performance risk factors with practical cut-off scores is needed.
Do neuromuscular performance parameters predict non-contact lower extremity injuries in elite youth soccer players?
Cohort (n=62)
Yes
Do neuromuscular performance parameters predict non-contact lower extremity injuries in elite youth soccer players?
Effect estimate: RR 4.2
Neuromuscular performance parameters, including postural control and thigh strength, can help identify elite youth soccer players at high risk for non-contact lower extremity injuries.
May support neuromuscular screening to flag high-risk youth soccer players; hypothesis-generating pending prospective validation.
Introduction: Elite youth soccer players suffer increasing numbers of injuries owing to constantly increasing physical demands. Deficits in neuromuscular performance may increase the risk of injury. Injury risk factors need to be identified and practical cut-off scores defined. Therefore, the purpose of the study was to assess neuromuscular performance parameters within a laboratory-based injury risk screening, to investigate their association with the risk of non-contact lower extremity injuries in elite youth soccer players, and to provide practice-relevant cut-off scores. Methods: Sixty-two elite youth soccer players (age: 17.2 ± 1.1 years) performed unilateral postural control exercises in different conditions, isokinetic tests of concentric and eccentric knee extension and knee flexion (60°/s), isometric tests of hip adduction and abduction, and isometric tests of trunk flexion, extension, lateral flexion and transversal rotation during the preseason period. Non-contact lower extremities injuries were documented throughout 10 months. Risk profiling was assessed using a multivariate approach utilizing a Decision Tree model [Classification and Regression Tree (CART) method]. Results: Twenty-five non-contact injuries were registered. The Decision Tree model selected the COP sway, the peak torque for knee flexion concentric, the functional knee ratio and the path of the platform in that hierarchical order as important neuromuscular performance parameters to discriminate between injured and non-injured players. The classification showed a sensitivity of 0.73 and a specificity of 0.91. The relative risk was calculated at 4.2, meaning that the risk of suffering an injury is four times greater for a player, who has been classified as injured by the Decision Tree model. Conclusion: Measuring static postural control, postural control under unstable condition and the strength of the thigh seem to enable a good indication of injury risk in elite youth soccer players. However, this finding has to be taken with caution due to a small number of injury cases. Nonetheless, these preliminary results may have practical implications for future directions in injury risk screening and in planning and developing customized training programs to counteract intrinsic injury risk factors in elite youth soccer players.
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Kolodziej et al. (2021) conducted a cohort in Non-contact lower extremity injuries (n=62). Decision Tree model classification based on neuromuscular performance parameters vs. Players classified as non-injured was evaluated on Non-contact lower extremity injuries (RR 4.2). Classification by a Decision Tree model using neuromuscular performance parameters identified a 4.2-fold greater risk of non-contact lower extremity injuries in male elite youth soccer players.
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