Related Experiment Video
Updated: Feb 2, 2026

Effects of a Novel Neuromuscular Training Intervention on Jump, Sprint, and Change of Direction in Adult Female Soccer Players
Published on: June 10, 2025
Within-Subject Correlation Between Salivary IgA and Measures of Training Load in Elite Football Players
Abstract:
To quantify the association between salivary secretory immunoglobulin A (sIgA) and training load in elite football players. Data were obtained on 4 consecutive days during the preparation camp for the Rio 2016 Olympic Games. Saliva samples of 18 elite male football players were collected prior to breakfast. The session rating of perceived exertion (s-RPE) and external training-load metrics from global positioning systems (GPS) were recorded. Within-subject correlation coefficients between training load and sIgA concentration, and magnitude of relationships, were calculated. sIgA presented moderate to large negative correlations with s-RPE (r = -.39), total distance covered (r = -.55), accelerations (r = -.52), and decelerations (r = -.48). Trivial to small associations were detected between sIgA and distance covered per minute (r = .01), high-speed distance (r = -.23), and number of sprints (r = -.18). sIgA displayed a likely moderate decrease from day 1 to day 2 (d = -0.7) but increased on day 3 (d = 0.6). The training-load variables had moderate to very large rises from day 1 to day 2 (d = 0.7 to 3.2) but lowered from day 2 to day 3 (d = -5.0 to -0.4), except for distance per minute (d = 0.8) and sprints (unclear). On day 3, all training-load variables had small to large increments compared with day 1 (d = 0.4 to 1.5), except for accelerations (d = -0.8) and decelerations (unclear). In elite football, sIgA might be more responsive to training volume than to intensity. External load such as GPS-derived variables presented stronger association with sIgA than with s-RPE. sIgA can be used as an additional objective tool in monitoring football players.
Related Concept Videos
Cable Subjected to Concentrated Loads
Cable Subjected to a Distributed Load
Correlations
Correlation and Causation
Correlation versus Causation
If the dependent variable increases or decreases when the independent variable increases, there is a positive or negative...
Correlation
Two variables, for example, a and b, are said to be positively correlated if both variables move in the same direction. In other words, a positive correlation exists between two variables, a and b, if:
Salivary Glands and Saliva

