The Case for Adopting a Multivariate Approach to Optimize Training Load Quantification in Team Sports.

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

Who cites it

17 citing papers in PubMed, 2 syntheses or guidelines pooled it.

1. 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.Sports medicine (Auckland, N.Z.) · 2023
   Pooled it
2. The Association Between Training Load and Performance in Team Sports: A Systematic Review.Sports medicine (Auckland, N.Z.) · 2018
   Pooled it
3. Overcoming the problem of multicollinearity in sports performance data: A novel application of partial least squares correlation analysis.PloS one · 2019
   Trial
4. Ecological momentary assessment of the stress-recovery process through technology mHealth in sports: a scoping review.BMC sports science, medicine & rehabilitation · 2026
   Article
5. Monitoring the cognitive load in competitive environments in professional women's basketball.Frontiers in psychology · 2025
   Article
6. Implementing Meta-Session Autoregulation Strategies for Exercise - A Scoping Review.International journal of exercise science · 2024
   Article
7. A framework for player movement analysis in team sports.Frontiers in sports and active living · 2024
   Review
8. Integrative Proposals of Sports Monitoring: Subjective Outperforms Objective Monitoring.Sports medicine - open · 2022
   Article
9. Does predicted age at peak height velocity explain physical performance in U13-15 basketball female players?BMC sports science, medicine & rehabilitation · 2022
   Article
10. Tracking Systems in Team Sports: A Narrative Review of Applications of the Data and Sport Specific Analysis.Sports medicine - open · 2022
    Review
11. Quantifying Fatigue in the Rugby Codes: The Interplay Between Collision Characteristics and Neuromuscular Performance, Biochemical Measures, and Self-Reported Assessments of Fatigue.Frontiers in physiology · 2021
    Review
12. Load Monitoring Practice in European Elite Football and the Impact of Club Culture and Financial Resources.Frontiers in sports and active living · 2021
    Article
13. Load Monitoring Practice in Elite Women Association Football.Frontiers in sports and active living · 2021
    Article
14. The Training-Performance Puzzle: How Can the Past Inform Future Training Directions?Journal of athletic training · 2020
    Article
15. Heart Rate Variability and Direct Current Measurement Characteristics in Professional Mixed Martial Arts Athletes.Sports (Basel, Switzerland) · 2020
    Article
16. Selecting Training-Load Measures to Explain Variability in Football Training Games.Frontiers in psychology · 2019
    Article
17. The Current State of Subjective Training Load Monitoring-a Practical Perspective and Call to Action.Sports medicine - open · 2018
    Article

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

Authors and funding

5 authors.

Funding

No grant is acknowledged in the PubMed record.

Abstract

PubMed holds no abstract for this paper.

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