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This study aimed to investigate the relationship between the acute to chronic workload ratio (ACWR), based upon participant session rating of perceived exertion (sRPE), using two models [(1) rolling averages (ACWR RA ); and (2) exponentially weighted moving averages (ACWR EWMA )] and the injury rate in young male team soccer players aged 17.1 ± 0.7 years during a competitive mesocycle. Twenty-two players were enrolled in this study and performed four training sessions per week with 2 days of recovery and 1 match day per week. During each training session and each weekly match, training time and sRPE were recorded. In addition, training impulse (TRIMP), monotony, and strain were subsequently calculated. The rate of injury was recorded for each soccer player over a period of 4 weeks (i.e., 28 days) using a daily questionnaire. The results showed that over the course of the study, the number of non-contact injuries was significantly higher than that for contact injuries (2.5 vs. 0.5,  p  = 0.01). There were also significant positive correlations between sRPE and training time ( r  = 0.411,  p  = 0.039), ACWR RA  ( r  = 0.47,  p  = 0.049), and ACWR EWMA  ( r  = 0.51,  p  = 0.038). In addition, small-to-medium correlations were detected between ACWR and non-contact injury occurrence (ACWR RA ,  r  = 0.31,  p  = 0.05; ACWR EWMA ,  r  = 0.53,  p  = 0.03). Explained variance ( r   2 ) for non-contact injury was significantly greater using the ACWR EWMA  model (ranging between 21 and 52%) compared with ACWR RA  (ranging between 17 and 39%). In conclusion, the results of this study showed that the ACWR EWMA  model is more sensitive than ACWR RA  to identify non-contact injury occurrence in male team soccer players during a short period in the competitive season.

Association Between the Acute to Chronic Workload Ratio and Injury Occurrence in Young Male Team Soccer Players: A Preliminary Study