Related Experiment Video
Updated: Jan 29, 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
Which parameters to use for sleep quality monitoring in team sport athletes? A systematic review and meta-analysis
João Gustavo Claudino1,2, Tim J Gabbet3,4, Helton de Sá Souza5
1School of Physical Education and Sport-Laboratory of Biomechanics, University of São Paulo, São Paulo, Brazil.
Background:
Sleep quality is an essential component of athlete's recovery. However, a better understanding of the parameters to adequately quantify sleep quality in team sport athletes is clearly warranted.
Objective:
To identify which parameters to use for sleep quality monitoring in team sport athletes.
Methods:
Systematic searches for articles reporting the qualitative markers related to sleep in team sport athletes were conducted in PubMed, Scopus, SPORTDiscus and Web of Science online databases. The systematic review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. For the meta-analysis, effect sizes with 95% CI were calculated and heterogeneity was assessed using a random-effects model. The coefficient of variation (CV) with 95% CI was also calculated to assess the level of instability of each parameter.
Results:
In general, 30 measuring instruments were used for monitoring sleep quality. A meta-analysis was undertaken on 15 of these parameters. Four objective parameters inferred by actigraphy had significant results (sleep efficiency with small CV and sleep latency, wake episodes and total wake episode duration with large CV). Six subjective parameters obtained from questionnaires and scales also had meaningful results (Pittsburgh Sleep Quality Index (sleep efficiency), Likert scale (Hooper), Likert scale (no reference), Liverpool Jet-Lag Questionnaire, Liverpool Jet-Lag Questionnaire (sleep rating) and RESTQ (sleep quality)).
Conclusions:
These data suggest that sleep efficiency using actigraphy, Pittsburgh Sleep Quality Index, Likert scale, Liverpool Jet-Lag Questionnaire and RESTQ are indicated to monitor sleep quality in team sport athletes.
Prospero Registration Number:
CRD42018083941.
Related Concept Videos
Noncompartmental Analysis: Miscellaneous Pharmacokinetic Parameters
One key aspect of the noncompartmental approach is determining a drug's total clearance. This can be done by dividing the drug dose by the area under the concentration-time curve from zero to infinity. The area under the concentration-time curve represents the drug's...
Self-Presentation: Self-Monitoring and Self-Handicapping
Review and Preview
Percentiles are a type of fractile that partition data into...
Review and Preview
Insufficient Sleep and Sleep Deprivation
Sleep deprivation is a more severe form of sleep loss...
Random and Systematic Errors

