Cyclical Physiology of Elite Female Athletes: Longitudinal Quantification of Wellness Parameters Considering Menstrual, Weekly, and Seasonal Variations
Abstract
:1. Introduction
2. Materials and Methods
2.1. Subsection
2.2. Participants
2.3. Procedures and Monitored Parameters
2.4. Cycle Phase Division
2.5. Data Analyses
- was the intercept that serves as the baseline reference point;
- was the regression coefficient of the season i;
- was the indicator of the season i;
- was the regression coefficient of the weekday j;
- was the indicator of the weekday j;
- was the regression coefficient of the cycle phases k;
- was the indicator of the cycle phase k;
- represents the residuals.
3. Results
3.1. Participants
3.2. Wellness Variables
3.3. Cyclicities
4. Discussion
4.1. Main Findings
4.2. Limits and Strengths
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Overall | Natural Menstrual Cycle | Hormonal Contraception | p-Value | |
---|---|---|---|---|
N = 7370 | N = 5634 | N = 1736 | ||
Sleep Quality | 6.8 ± 1.9 | 6.8 ± 1.9 | 6.6 ± 1.7 | <0.001 |
Fitness | 6.0 ± 1.9 | 6.1 ± 2.0 | 6.0 ± 1.8 | 0.5 |
Mood | 6.7 ± 1.8 | 6.8 ± 1.9 | 6.7 ± 1.7 | 0.2 |
Number of Symptoms | 0.5 ± 1.1 | 1.6 ± 1.2 | 0.4 ± 0.6 | <0.001 |
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Badier, N.; Dupuit, M.; Dormion, G.; Chassard, T.; Barlier, K.; Lafitte, A.; Delrieu, L.; Toussaint, J.-F.; Antero, J. Cyclical Physiology of Elite Female Athletes: Longitudinal Quantification of Wellness Parameters Considering Menstrual, Weekly, and Seasonal Variations. Appl. Sci. 2025, 15, 1357. https://doi.org/10.3390/app15031357
Badier N, Dupuit M, Dormion G, Chassard T, Barlier K, Lafitte A, Delrieu L, Toussaint J-F, Antero J. Cyclical Physiology of Elite Female Athletes: Longitudinal Quantification of Wellness Parameters Considering Menstrual, Weekly, and Seasonal Variations. Applied Sciences. 2025; 15(3):1357. https://doi.org/10.3390/app15031357
Chicago/Turabian StyleBadier, Nolwenn, Marine Dupuit, Gaëlle Dormion, Tom Chassard, Kilian Barlier, Alice Lafitte, Lidia Delrieu, Jean-François Toussaint, and Juliana Antero. 2025. "Cyclical Physiology of Elite Female Athletes: Longitudinal Quantification of Wellness Parameters Considering Menstrual, Weekly, and Seasonal Variations" Applied Sciences 15, no. 3: 1357. https://doi.org/10.3390/app15031357
APA StyleBadier, N., Dupuit, M., Dormion, G., Chassard, T., Barlier, K., Lafitte, A., Delrieu, L., Toussaint, J.-F., & Antero, J. (2025). Cyclical Physiology of Elite Female Athletes: Longitudinal Quantification of Wellness Parameters Considering Menstrual, Weekly, and Seasonal Variations. Applied Sciences, 15(3), 1357. https://doi.org/10.3390/app15031357