Relación de la variabilidad de la frecuencia cardiaca y el yo-yo test en deportistas universitarios

Autores/as

  • Cristian Salazar Orellana Escuela de ciencias del deporte y actividad física, facultad de salud, Universidad Santo Tomas.
  • Gastón Díaz Coria Departamento de Deportes, Universidad Católica del Maule
  • Víctor Garrido Osorio Facultad de Salud y Ciencias Sociales, Escuela de Ciencias de la Actividad Física, Universidad de las Américas
  • Anderson dos Santos Carvalho Universidad Paulista
  • Luis Benavides Roca

DOI:

https://doi.org/10.47197/retos.v75.117688

Palabras clave:

Capacidad aeróbica, capacidad física, deportes, pruebas físicas

Resumen

Introduction: Heart rate variability (HRV) reflects autonomic modulation and is associated with physical fitness, particularly in aerobic endurance disciplines. However, the relationship between HRV and performance in aerobic capacity tests, such as the Yo-Yo test, has not been fully explored in university athletes.

Objective: To analyze the relationship between resting HRV parameters and performance in the Yo-Yo test among university athletes.

Methodologic: A cross-sectional correlational study was conducted with 30 male athletes (aged 18–26 years). HRV was assessed in supine and standing positions using time-domain and frequency-domain analyses (SDNN, RMSSD, pNN50%, HF, LF, VLF, and the LF/HF ratio). Subsequently, the maximum velocity reached in the Yo-Yo Intermittent Recovery Test Level 2 (YIRT2) was recorded. Pearson’s correlation test (p<0.05) was used to examine the relationships.

Results: A moderate positive correlation was observed between the final velocity in the Yo-Yo test and the resting parameters SDNN (r=0.42; p=0.02), HF (r=0.4; p=0.03), and pNN50%. Additionally, a negative correlation was found between the postural change-induced variation in pNN50% and performance (r=-0.46; p=0.01).

Conclusions: HRV parameters, particularly those associated with parasympathetic activity, show a significant relationship with aerobic performance capacity in university athletes. These findings suggest that HRV could serve as a useful tool for projecting aerobic capacity and optimizing training planning.

Referencias

Amekran, Y. (2024). Effects of exercise training on heart rate variability in healthy adults: a systematic reviewand meta-analysis of randomized controlled trials. Cureus, 16(6).

Barbosa, J. C., Vitor Medeiros, R. M., Mortatti, A. L., Yuzo Nakamura, F., de Sousa Fortes, L., da Silva Ma-chado, D. G., & Igor Fonteles, A. (2021). Do heart rate variability is relationed to endurance per-formance in female futsal players? Brazilian Journal of Kineanthropometry & Human Perfor-mance, 23.

Bishop, S. A., Dech, R. T., Guzik, P., & Neary, J. P. (2018). Heart rate variability and implication for sport concussion. Clinical physiology and functional imaging, 38(5), 733-742.

Buchheit, M., & Gindre, C. (2006). Cardiac parasympathetic regulation: respective associations with cardiorespiratory fitness and training load. American Journal of Physiology-Heart and Circula-tory Physiology, 291(1), H451-H458.

Buchheit, M., Simpson, M. B., Al Haddad, H., Bourdon, P. C., & Mendez-Villanueva, A. (2012). Monitoring changes in physical performance with heart rate measures in young soccer players. European journal of applied physiology, 112, 711-723.

Cao, R., Azimi, I., Sarhaddi, F., Niela-Vilen, H., Axelin, A., Liljeberg, P., & Rahmani, A. M. (2022). Accuracy assessment of oura ring nocturnal heart rate and heart rate variability in comparison with elec-trocardiography in time and frequency domains: comprehensive analysis. Journal of Medical Internet Research, 24(1), e27487.

Cataldo, A., Bianco, A., Paoli, A., Cerasola, D., Alagna, S., Messina, G., ... & Traina, M. (2018). Resting sym-patho-vagal balance is related to 10 km running performance in master endurance ath-letes. European journal of translational myology, 28(1), 7051.

Claiborne, A., Alessio, H., Slattery, E., Hughes, M., Barth, E., & Cox, R. (2021). Heart rate variability re-flects similar cardiac autonomic function in explosive and aerobically trained ath-letes. International journal of environmental research and public health, 18(20), 10669.

Costa, J. A., Brito, J., Nakamura, F. Y., Dores, H., & Rebelo, A. (2022). Associations between 24‐h heart rate variability and aerobic fitness in high‐level female soccer players. Scandinavian Journal of Medicine & Science in Sports, 32, 140-149.

Da Silva, D. F., Verri, S. M., Nakamura, F. Y., & Machado, F. A. (2014). Longitudinal changes in cardiac autonomic function and aerobic fitness indices in endurance runners: A case study with a high-level team. European Journal of Sport Science, 14(5), 443-451

Ebersole, K. T., Cornell, D. J., Flees, R. J., Shemelya, C. M., & Noel, S. E. (2020). Contribution of the auto-nomic nervous system to recovery in firefighters. Journal of athletic training, 55(9), 1001-1008.

Figueiredo, D. H., Figueiredo, D. H., Bellenger, C., & Machado, F. A. (2022). Individually guided training prescription by heart rate variability and self-reported measure of stress tolerance in recrea-tional runners: effects on endurance performance. Journal of Sports Sciences, 40(24), 2732-2740.

Fuentes-Barría, H., Aguilera-Eguía, R. ., Alarcón-Rivera, M., Angarita-Davila, L. ., Rojas-Gómez, D. ., Mau-reira-Sánchez, J. ., López-Soto, O. P. ., & Guzmán-Muñoz, E. . (2025). Relación entre la variabili-dad de la frecuencia cardiaca, nivel de actividad física y factores sociodemográficos en adultos jóvenes: estudio transversal. Retos, 64, 211-220. https://doi.org/10.47197/retos.v64.111922

Gourine, A. V., & Ackland, G. L. (2019). Cardiac vagus and exercise. Physiology, 34(1), 71-80.

Hedelin, R. I. K. A. R. D., Bjerle, P., & Henriksson-Larsen, K. A. R. I. N. (2001). Heart rate variability in ath-letes: relationship with central and peripheral performance. Medicine and science in sports and exercise, 33(8), 1394-1398.

Hillebrand, S., Gast, K. B., de Mutsert, R., Swenne, C. A., Jukema, J. W., Middeldorp, S., ... & Dekkers, O. M. (2013). Heart rate variability and first cardiovascular event in populations without known car-diovascular disease: meta-analysis and dose–response meta-regression. Europace, 15(5), 742-749.

Hung, C. H., Clemente, F. M., Bezerra, P., Chiu, Y. W., Chien, C. H., Crowley-McHattan, Z., & Chen, Y. S. (2020). Post-exercise recovery of ultra-short-term heart rate variability after yo-yo intermit-tent recovery test and repeated sprint ability test. International Journal of Environmental Re-search and Public Health, 17(11), 4070.

Krustrup P, Mohr M, Amstrup T, Rysgaard T, Johansen J, Steensberg A, Pedersen P, Bangsbo J. (2023). La prueba de recuperación intermitente Yo-Yo: respuesta fisiológica, confiabilidad y validez. Ejer-cicio deportivo de ciencia médica, 35:697–705.

Nakamura, F. Y., Antunes, P., Nunes, C., Costa, J. A., Esco, M. R., & Travassos, B. (2020). Heart rate varia-bility changes from traditional vs. ultra–short-term recordings in relation to preseason training load and performance in futsal players. The Journal of Strength & Conditioning Re-search, 34(10), 2974-2981.

O’Donnell, E., & Craig, J. (2022). Habitual aerobic exercise in healthy postmenopausal women does not augment basal cardiac autonomic activity yet modulates autonomic-metabolic interacti-ons. Menopause, 29(6), 714-722.

Ortiz, J. F. T. (2021). La variabilidad de la frecuencia cardíaca y su evaluación en deportes de resisten-cia, una mirada bibliográfica. Revista Digital: Actividad Física y Deporte, 7(1), 8.

Ranković, G., Mutavdžić, V., Toskić, D., Preljević, A., Kocić, M., Nedin-Ranković, G., & Damjanović, N. (2010). Aerobic capacity as an indicator in different kinds of sports. Bosnian journal of basic medical sciences, 10(1), 44.

Schmitz, B., Pfeifer, C., Kreitz, K., Borowski, M., Faldum, A., & Brand, S. M. (2018). The Yo-Yo intermit-tent tests: a systematic review and structured compendium of test results. Frontiers in physiol-ogy, 9, 870.

Song S H, Liu j, Gao C G, et al. (2010) Influence on heart rate variability of middle-long distance athletes during progressive increasing load exercise. Journal of Shandong Sport University. 26(10):62–65

Sousa, M. Figueiredo, L. do Nascimento, R & De Pontes, C. (2023). Assessment of the Risk of Cardiovas-cular Diseases and its Relationship with Heart Rate Variability in Physically Active and Seden-tary Individuals. International Journal of Advanced Engineering Research and Science (IJAERS). 19(3): 84-96

Task Force. (1996) Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. Circulation, 93: 1043-1065

Tekin, R. T., Kudas, S., Buran, M. M., Cabuk, S., Akbasli, O., Uludag, V., & Yosmaoglu, H. B. (2025). The re-lationship between resting heart rate variability and sportive performance, sleep and body awareness in soccer players. BMC Sports Science, Medicine and Rehabilitation, 17(1), 58.

Vásquez-Stuardo, J., Morales-Flores, H., & Cofré-Bolados, C. (2021). Monitorización del entrenamiento deportivo con variabilidad de la frecuencia cardiaca. Una revisión narrativa. Journal of Sport and Health Research, 13(Supl 1), 15-32.

von Rosenberg W, Chanwimalueang T, Adjei T, Jaffer U, Goverdovsky V, Mandic DP (2017). Resolving Ambiguities in the LF/HF Ratio: LF-HF Scatter Plots for the Categorization of Mental and Physi-cal Stress from HRV. Front Physiol, 8:360.

Wang W, Shao M, Du W, Xu Y. (2024). Impact of exhaustive exercise on autonomic nervous system activity: insights from HRV analysis. Front Physiol, 15:1462082.

Wang, Z., Jing, R., & Zhang, R. (2025). The impact of sports activities on the cardiac autonomic nervous system changes in college students and medical imaging analysis. Journal of Radiation Research and Applied Sciences, 18(2), 101376.

Ye, Y., Tong, T. K., Kong, Z., Tao, E. D., Ying, X., & Nie, J. (2022). Cardiac autonomic disturbance following sprint-interval exercise in untrained young males: Does exercise volume matter? Journal of Ex-ercise Science & Fitness, 20(1), 32-39.

Zaki, S., Alam, M. F., Sharma, S., El-Ashker, S., Ahsan, M., & Nuhmani, S. (2024). Impact of concurrent exer-cise training on cardiac autonomic modulation, metabolic profile, body composition, cardiorespira-tory fitness, and quality of life in type 2 diabetes with cardiac autonomic neuropathy: a random-ized controlled trial. Journal of Clinical Medicine, 13(13), 3910.

Descargas

Publicado

02-02-2026

Número

Sección

Artículos de carácter científico: investigaciones básicas y/o aplicadas

Cómo citar

Salazar Orellana, C., Díaz Coria, G., Garrido Osorio, V., dos Santos Carvalho, A., & Benavides Roca, L. (2026). Relación de la variabilidad de la frecuencia cardiaca y el yo-yo test en deportistas universitarios. Retos, 75, 71-79. https://doi.org/10.47197/retos.v75.117688