SynthesisSports medicine (Auckland, N.Z.)2023
Methods of Monitoring Internal and External Loads and Their Relationships with Physical Qualities, Injury, or Illness in Adolescent Athletes: A Systematic Review and Best-Evidence Synthesis.
Synthesis in Sports medicine (Auckland, N.Z.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 2 of them syntheses that pooled it.
What it found
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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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
17 citing papers in PubMed, 2 syntheses or guidelines pooled it, 26 citations in OpenAlex.
- Superset Versus Traditional Resistance Training Prescriptions: A Systematic Review and Meta-analysis Exploring Acute and Chronic Effects on Mechanical, Metabolic, and Perceptual Variables.Sports medicine (Auckland, N.Z.) · 2025Pooled it
- The development of physical characteristics in adolescent team sport athletes: A systematic review.PloS one · 2023Pooled it
- Repeated sprint training: The effects of session volume on acute physiological, neuromuscular, perceptual and performance outcomes in athletes.European journal of sport science · 2025Trial
- Game Density Modulates External Load During Small-Sided Games in Elite U17 Soccer Players.Journal of sports science & medicine · 2026Article
- The dRM-Index: Applicability of the Differential Respiratory-to-Muscular Training Load Index in Young Female Soccer Players.Journal of human kinetics · 2026Article
- [Exercise Load Classification and Perceptual Difference Awareness Training Based on Exercise Load Entropy Theory in University Students].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2026Article
- Psychological readiness mediates performance transfer in constraints-led, game-based basketball training: evidence from a quasi-experimental study.Frontiers in psychology · 2026Article
- Development and initial psychometric evaluation of a self-reported sustainable sport talent development literacy scale for physical education teachers.Frontiers in psychology · 2026Article
- Impact of biological maturation on physical tests performance in Portuguese elite male academy soccer players.Biology of sport · 2026Article
- Multi-sensor fusion outperforms single indicators for fatigue prediction in university soccer players: a machine learning approach.Frontiers in physiology · 2026Article
- In-game monitoring of adolescent handball players: a preliminary examination of associations between external load parameters and objective and subjective fatigue markers.Frontiers in sports and active living · 2026Article
- Integrative psychological interventions for stress regulation in sport: a mini-review.Frontiers in sports and active living · 2026Review
- Physiological load estimation in athletes using ECG-derived features and gradient-boosted modeling.Frontiers in public health · 2026Article
- Uncovering the Latent Components of Physical Performance in Professional Soccer: Evidence from the Turkish First Division.Journal of functional morphology and kinesiology · 2025Article
- A Novel Two-Week Dynamic HIIT Protocol Improves Roller Skiing Speed and Metabolic Efficiency in Trained Cross-Country Skiers: A Pilot Study.Journal of functional morphology and kinesiology · 2025Article
- Identifying Key Factors for Predicting the Age at Peak Height Velocity in Preadolescent Team Sports Athletes Using Explainable Machine Learning.Sports (Basel, Switzerland) · 2024Article
- Pain Education in the Wellness, Training Performance, and Pain Intensity of Youth Athletes: An Experimental Study.Healthcare (Basel, Switzerland) · 2024Article
Corrections and comments
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Authors and funding
6 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundWith the increasing professionalisation of youth sports, training load monitoring is increasingly common in adolescent athletes. However, the research examining the relationship between training load and changes in physical qualities, injury, or illness in adolescent athletes is yet to be synthesised in a systematic review.
objectiveThe aim of this review was to systematically examine the research assessing internal and external methods of monitoring training load and physical qualities, injury, or illness in adolescent athletes.
methodsSystematic searches of SPORTDiscus, Web of Science, CINAHL and SCOPUS were undertaken from the earliest possible records to March 2022. Search terms included synonyms relevant to adolescents, athletes, physical qualities, injury, or illness. To be eligible for inclusion, articles were required to (1) be original research articles; (2) be published in a peer-reviewed journal; (3) include participants aged between 10 and 19 years and participating in competitive sport; (4) report a statistical relationship between a measure of internal and/or external load and physical qualities, injury or illness. Articles were screened and assessed for methodological quality. A best-evidence synthesis was conducted to identify trends in the relationships reported.
resultsThe electronic search yielded 4125 articles. Following screening and a review of references, 59 articles were included. The most commonly reported load monitoring tools were session ratings of perceived exertion (n = 29) and training duration (n = 22). Results of the best-evidence synthesis identified moderate evidence of positive relationships between resistance training volume load and improvement in strength, and between throw count and injury. However, evidence for other relationships between training load and change in physical qualities, injury, or illness were limited or inconsistent.
conclusionsPractitioners should consider monitoring resistance training volume load for strength training. Additionally, where appropriate, monitoring throw counts may be useful in identifying injury risk. However, given the lack of clear relationships between singular measures of training load with physical qualities, injury, or illness, researchers should consider multivariate methods of analysing training load, as well as factors that may mediate the load-response relationship, such as maturation.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.