Related Experiment Video
Updated: Jan 8, 2026

An Inertial Measurement Unit Based Method to Estimate Hip and Knee Joint Kinematics in Team Sport Athletes on the Field
Published on: May 26, 2020
The Correlations Between Training Load Parameters and Physical Performance Adaptations in Team Sports: A Systematic
Filipe Manuel Clemente1,2, Aaron T Scanlan3, Rodrigo Ramirez-Campillo4
1Gdansk University of Physical Education and Sport, Gdańsk, 80-336, Poland.
Background:
Collating evidence on the relationship between training load and physical fitness adaptations in team sport players can help refine training plans.
Objectives:
This systematic review and meta-analysis aimed to: (i) identify research designs and methods examining the relationship between training load and physical performance in team sport players, and (ii) synthesize key findings, advancing to meta-analysis where correlations could be established.
Methods:
Eligible participants were men and women in team sports at least at the trained or developmental level. Studies included had training loads of at least two weeks with pre-post physical performance evaluations. Searches were conducted in PubMed, Scopus, SPORTDiscus, and Web of Science. Study quality was assessed using the Downs and Black scale, and evidence certainty was evaluated with the GRADE framework.
Results:
Of 29,552 records screened, 40 studies with 726 players were included. Significant correlations were evident between heart rate (HR)-based training impulse (TRIMP) and changes in maximal oxygen uptake (r = 0.63, p < 0.05), velocity at a blood lactate concentration of 2 mmol·L⁻¹ (VLT) (r = 0.47, p < 0.05), and velocity at the onset of blood lactate accumulation (r = 0.43, p < 0.01). A significant correlation between session-rating of perceived exertion (sRPE) and changes in VLT (r = 0.29, p < 0.05) was found.
Conclusions:
HR-based TRIMP methods to quantify internal training load appear to be effective indicators for potential endurance adaptations around training phases in team sport players. In contrast, sRPE and external training load measures demonstrated limited associations with performance adaptations surrounding training.
More Related Videos
10:08Effects of a Novel Neuromuscular Training Intervention on Jump, Sprint, and Change of Direction in Adult Female Soccer Players
Published on: June 10, 2025
08:31Versatility of Protocols for Resistance Training and Assessment Using Static and Dynamic Ladders in Animal Models
Published on: December 17, 2021
Related Concept Videos
Exercise and Muscle Performance
Endurance exercises
Endurance exercises involve running, swimming, or cycling, which require repetitive movements with low force output. When a person engages in endurance exercise, a few noticeable changes occur in their skeletal muscles. For instance, the number of capillaries...
Coefficient of Correlation
If you suspect a linear relationship between x and y, then r can measure how strong the linear relationship is.
What the VALUE of r tells us:
The value of r is always between –1 and +1: –1 ≤ r ≤ 1.
The size of the correlation r indicates the...
Natural Selection and Adaptation
Beyond physical adaptations,...
Exercise and Cardiac Output
Sustained exercise increases the muscles' oxygen demand, which can be...