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- Title
Training Load and Baseline Characteristics Associated With New Injury/Pain Within an Endurance Sporting Population: A Prospective Study.
- Authors
Johnston, Richard; Cahalan, Roisin; Bonnett, Laura; Maguire, Matthew; Nevill, Alan; Glasgow, Philip; O'Sullivan, Kieran; Comyns, Thomas
- Abstract
Purpose: To determine the association between training-load (TL) factors, baseline characteristics, and new injury and/or pain (IP) risk in an endurance sporting population (ESP). Methods: Ninety-five ESP participants from running, triathlon, swimming, cycling, and rowing disciplines initially completed a questionnaire capturing baseline characteristics. TL and IP data were submitted weekly over a 52-wk study period. Cumulative TL factors, acute:chronic workload ratios, and exponentially weighted moving averages were calculated. A shared frailty model was used to explore time to new IP and association to TL factors and baseline characteristics. Results: 92.6% of the ESP completed all 52 wk of TL and IP data. The following factors were associated with the lowest risk of a new IP episode: (a) a low to moderate 7-d lag exponentially weighted moving averages (0.8–1.3: hazard ratio [HR] = 1.21; 95% confidence interval [CI], 1.01–1.44; P =.04); (b) a low to moderate 7-d lag weekly TL (1200–1700 AU: HR = 1.38; 95% CI, 1.15–1.65; P <.001); (c) a moderate to high 14-d lag 4-weekly cumulative TL (5200–8000 AU: HR = 0.33; 95% CI, 0.21–0.50; P <.001); and (d) a low number of previous IP episodes in the preceding 12 mo (1 previous IP episode: HR = 1.11; 95% CI, 1.04–1.17; P =.04). Conclusions: To minimize new IP risk, an ESP should avoid high spikes in acute TL while maintaining moderate to high chronic TLs. A history of previous IP should be considered when prescribing TLs. The demonstration of a lag between a TL factor and its impact on new IP risk may have important implications for future ESP TL analysis.
- Subjects
PAIN risk factors; SPORTS injuries risk factors; CONFIDENCE intervals; CYCLING; EXERCISE physiology; LONGITUDINAL method; PHYSICAL fitness; QUESTIONNAIRES; ROWING; RUNNING; SPORTS personnel; SWIMMING; TRIATHLON; EMPLOYEES' workload; PROPORTIONAL hazards models
- Publication
International Journal of Sports Physiology & Performance, 2019, Vol 14, Issue 5, p590
- ISSN
1555-0265
- Publication type
Article
- DOI
10.1123/ijspp.2018-0644