ArticleJournal of athletic training2020
The Training-Performance Puzzle: How Can the Past Inform Future Training Directions?
Article in Journal of athletic training, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
9 citing papers in PubMed.
- Effectiveness of tailored injury and illness prevention and management to reduce the prevalence and severity of health problems in adapted sports: a randomised controlled trial.British journal of sports medicine · 2025Trial
- The Natural History of Bone Stress Injuries in Athletes: From Inception to Resolution.Sports medicine (Auckland, N.Z.) · 2025Review
- From Tissue to System: What Constitutes an Appropriate Response to Loading?Sports medicine (Auckland, N.Z.) · 2025Review
- Investigating the effects of previous injury on subsequent training loads, physical fitness, and injuries in youth female basketball players.Frontiers in physiology · 2025Article
- Impact of menstrual cycle or combined oral contraception on elite female cyclists' training responses through a clustering analysis of training sessions.Frontiers in sports and active living · 2024Article
- Dose-Response Relationships between Training Load Measures and Physical Fitness in Professional Soccer Players.International journal of environmental research and public health · 2021Article
- Weekly Variations in the Workload of Turkish National Youth Wrestlers: A Season of Complete Preparation.International journal of environmental research and public health · 2021Article
- Editorial: Acute: Chronic Workload Ratio: Is There Scientific Evidence?Frontiers in physiology · 2021Article
- Variations of Training Workload in Micro- and Meso-Cycles Based on Position in Elite Young Soccer Players: A Competition Season Study.Frontiers in physiology · 2021Article
Corrections and comments
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Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Over the past 20 years, research on the training-load-injury relationship has grown exponentially. With the benefit of more data, our understanding of the training-performance puzzle has improved. What were we thinking 20 years ago, and how has our thinking changed over time? Although early investigators attributed overuse injuries to excessive training loads, it has become clear that rapid spikes in training load, above what an athlete is accustomed, explain (at least in part) a large proportion of injuries. In this respect, it appears that overuse injuries may arise from athletes being underprepared for the load they are about to perform. However, a question of interest to both athletic trainers (ATs) and researchers is why some athletes sustain injury at low training loads, while others can tolerate much greater training loads? A higher chronic training load and well-developed aerobic fitness and lower body strength appear to moderate the training-injury relationship and provide a protective effect against spikes in load. The training-performance puzzle is complex and dynamic-at any given time, multiple inputs to injury and performance exist. The challenge facing researchers is obtaining large enough longitudinal data sets to capture the time-varying nature of physiological and musculoskeletal capacities and training-load data to adequately inform injury-prevention efforts. The training-performance puzzle can be solved, but it will take collaboration between researchers and clinicians as well as an understanding that efficacy (ie, how training load affects performance and injury in an idealized or controlled setting) does not equate to effectiveness (ie, how training load affects performance and injury in the real-world setting, where many variables cannot be controlled).
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