Cardiovagal dynamics in a block training session compared to circuit training: randomized controlled trial
DOI:
https://doi.org/10.47197/retos.v72.116904Keywords:
High-Intensity Interval Training, Autonomic Nervous System, Resistance Training, Circuit-Based Exercise, AdultAbstract
Background: Heart rate variability is key for adjusting loads in cardiovagal training programs.
Objective: This study evaluated the dynamics of the Root Mean Square of Successive Differences (RMSSD) and RR intervals during a high-intensity interval training session, comparing two modalities: block training and circuit training.
Methods: A controlled, randomized, double-blind design was used, involving 32 physically active university students divided into control and experimental groups. The experimental group performed the exercises in a block format, while the control group followed a circuit format. Heart rate variability was measured during exercise and recovery periods, analyzing heart rate, RR intervals, RMSSD, and the RR ratio. Inferential analyses were conducted using the independent samples t-test, verifying the homogeneity of variances with Levene’s test. Effect sizes were calculated using Cohen’s d.
Results: Both groups showed a decrease in heart rate variability, but the experimental group exhibited a significant increase in heart rate and a greater decrease in RR intervals during the fourth set (p < 0.001; d = 1.71). RMSSD and its relationship with RR intervals remained stable without significant differences.
Conclusion: Block training leads to a higher cardiovascular demand and a reduction in heart rate variability compared to the circular format.
References
Baik, S. H., Fox, R. S., Mills, S. D., Roesch, S. C., Sadler, G. R., Klonoff, E. A., & Malcarne, V. L. (2019). Relia-bility and validity of the Perceived Stress Scale-10 in Hispanic Americans with English or Span-ish language preference. Journal of health psychology, 24(5), 628–639. https://doi.org/10.1177/1359105316684938
Balboa-Castillo, T., Muñoz, S., Seron, P., Andrade-Mayorga, O., Lavados-Romo, P., Aguilar-Farias, N .(2023) Validity and reliability of the international physical activity question-naire short form in Chilean adults. PLoS ONE, 18(10):e0291604. https://doi.org/10.1371/jour-nal.pone.0291604
Berry, NT., Bechke, E., Shriver, L. H., Calkins, S. D., Keane, S. P., Shanahan, L., & Wideman, L. (2021) Heart Rate Dynamics During Acute Recovery From Maximal Aerobic Exercise in Young Adults. Fron-tiers in Physioogy. 12:627320. https://doi.org/10.3389/fphys.2021.627320
Billman, G. E., Huikuri, H. V., Sacha, J., & Trimmel, K. (2015). An introduction to heart rate variability: methodological considerations and clinical applications. Frontiers in physiology, 6, 55. https://doi.org/10.3389/fphys.2015.00055
Bocalini, D. S., Bergamin, M., Evangelista, A. L., Rica, R. L., Pontes, F. L., Junior, Figueira, A., Junior, Serra, A. J., Rossi, E. M., Tucci, P. J. F., & Dos Santos, L. (2017). Post-exercise hypotension and heart rate variability response after water- and land-ergometry exercise in hypertensive patients. PLoS ONE, 12(6), e0180216. https://doi.org/10.1371/journal.pone.0180216
Boullosa, D., Medeiros, AR., Flatt, AA., Esco, MR., Naka-mura, FY., Foster, C. (2021). Relationships be-tween Workload, Heart Rate Variability, and Performance in a Recreational Endurance Runner. Journal of Functional Morphology and Kinesiology, 6(1):30. https://doi.org/10.3390/jfmk6010030
D'Angelo, J., Ritchie, S. D., Oddson, B., Gagnon, D. D., Mrozewski, T., Little, J., & Nault, S. (2023). Using Heart Rate Variability Methods for Health-Related Outcomes in Outdoor Contexts: A Scoping Review of Empirical Studies. International journal of environmental research and public health, 20(2), 1330. https://doi.org/10.3390/ijerph20021330
Dolan, C., Quiles, J. M., Goldsmith, J. A., Mendez, K. M., Klemp, A., Robinson, Z. P., Pelland, J. C., Coccia, C., & Zourdos, M. C. (2024). The Effect of Time-Equated Concurrent Training Programs in Re-sistance-Trained Men. Journal of human kinetics, 91(Spec Issue), 87–103. https://doi.org/10.5114/jhk/185637
Dupuy, A., Birat, A., Maurelli, O., Garnier, Y. M., Blazevich, A. J., Rance, M., & Ratel, S. (2022). Post-exercise heart rate recovery and parasympathetic reactivation are comparable between prepu-bertal boys and well-trained adult male endurance athletes. European journal of applied physi-ology, 122(2), 345–355. https://doi.org/10.1007/s00421-021-04823-0
El-Malahi, O., Mohajeri, D., Mincu, R., Bäuerle, A., Rothenaicher, K., Knuschke, R., Rammos, C., Rassaf, T., & Lortz, J. (2024). Beneficial impacts of physical activity on heart rate variability: A systematic review and meta-analysis. PLoS ONE, 19(4), e0299793. https://doi.org/10.1371/journal.pone.0299793
Fuentes-Barría, H., Aguilera Eguia, R., & Polevoy, G. (2024a). Entrenamiento interválico de alta intensi-dad basado en la actividad parasimpática y su impacto sobre la capacidad cardiorrespiratoria de estudiantes universitarios. Ensayo Controlado Aleatorizado. Retos, 55, 513–519. https://doi.org/10.47197/retos.v55.105419
Fuentes-Barría, H., Aguilera-Eguía, R., Polevoy, G.G., Maureira-Sánchez, J., Angarita-Dávila, L (2024b). Efectos del entrenamiento Interválico de Alta Intensidad sobre la capacidad aeróbica y variabi-lidad cardíaca en estudiantes universitarios. Estudio cuasiexperimental. Journal of Sport and Health Research, 16(2):58-66. https://doi.org/10.58727/jshr.102273
Fuentes-Barría, H., Aguilera-Eguía, R., Maureira-Sánchez, J., Alarcón-Rivera, M., Garrido-Osorio, V., Ló-pez-Soto, O. P., Aristizábal-Hoyos, J. A., Angarita-Davila, L., Rojas-Gómez, D., Bermudez, V., Flo-res-Fernández, C., Roco-Videla, Á., González-Casanova, J. E., Urbano-Cerda, S., & Iulian Alexe, D. (2025). Effects of 12 Weeks of Interval Block Resistance Training Versus Circuit Resistance Training on Body Composition, Performance, and Autonomic Recovery in Adults: Randomized Controlled Trial. Journal of Functional Morphology and Kinesiology, 10(2), 195. https://doi.org/10.3390/jfmk10020195
Grässler, B., Thielmann, B., Böckelmann, I., & Hökelmann, A. (2021). Effects of different exercise inter-ventions on heart rate variability and cardiovascular health factors in older adults: a systematic review. European review of aging and physical activity: official journal of the European Group for Research into Elderly and Physical Activity, 18(1), 24. https://doi.org/10.1186/s11556-021-00278-6
Gronwald, T., Rogers, B., Hoos, O. (2020). Fractal Correlation Properties of Heart Rate Variability: A New Biomarker for Intensity Distribution in Endurance Exercise and Training Prescription?. Frontiers in Physiology, 11:550572. https://doi.org/10.3389/fphys.2020.550572
Ho, S. S., Dhaliwal, S. S., Hills, A. P., & Pal, S. (2012). The effect of 12 weeks of aerobic, resistance or combination exercise training on cardiovascular risk factors in the overweight and obese in a randomized trial. BMC public health, 12, 704. https://doi.org/10.1186/1471-2458-12-704
Ho, S.Y., Chung, Y.C., Wu, H.J., Ho, C.C., Chen, H.T. (2024). Effect of high intensity circuit training on mus-cle mass, muscular strength, and blood parameters in sedentary workers. PeerJ, 12:e17140. https://doi.org/10.7717/peerj.17140
Hu, C., Xia, Y., Zeng, D., Ye, M., Mei, T. (2024). Effect of resistance circuit training on comprehensive health indicators in older adults: a systematic review and meta-analysis. Scientific Reports, 14(1):8823. https://doi.org/10.1038/s41598-024-59386-9
Issurin, V. (2008). Block periodization versus traditional training theory: a review. Journal of Sports Medicine and Physical Fitness, 48(1):65-75.
Issurin, V.B. (2019). Biological Background of Block Periodized Endurance Training: A Review. Sports Medicine, 49(1):31-39. https://doi.org/10.1007/s40279-018-1019-9
Javaloyes, A., Sarabia, J. M., Lamberts, R. P., & Moya-Ramon, M. (2019). Training Prescription Guided by Heart-Rate Variability in Cycling. International journal of sports physiology and performance, 14(1), 23–32. https://doi.org/10.1123/ijspp.2018-0122
Junqueira, D. R., Zorzela, L., Golder, S., Loke, Y., Gagnier, J. J., Julious, S. A., Li, T., Mayo-Wilson, E., Pham, B., Phillips, R., Santaguida, P., Scherer, R. W., Gøtzsche, P. C., Moher, D., Ioannidis, J. P. A., Vohra, S., & CONSORT Harms Group (2023). CONSORT Harms 2022 statement, explanation, and elabo-ration: updated guideline for the reporting of harms in randomised trials. BMJ (Clinical research ed.), 381, e073725. https://doi.org/10.1136/bmj-2022-073725
Labraña, A. M., Durán, E., Martínez, M. A., Leiva, A. M., Garrido-Méndez, A., Díaz, X., Salas, C., & Celis-Morales, C. (2017). Menor peso corporal, de índice de masa corporal y de perímetro de cintura se asocian a una disminución en factores de riesgo cardiovascular en población chilena. Revista médica de Chile, 145(5), 585–594. https://doi.org/10.4067/S0034-98872017000500005
Medina Corrales, M., Garrido Esquivel, A., Flores Cruz, M., Miranda Mendoza, F J., García Dávila, MZ., Hernández Cruz, G., Naranjo Orellana, J (2021). Utilidad de la RMSSD-Slope para cuantificación de carga interna de entrenamiento en jugadores élite de bádminton. Estudio de caso. Retos, 40, 60-66. https://doi.org/10.47197/retos.v1i40.78348
Merellano-Navarro E, Bustamante-Ara N, Russell-Guzmán J, Lagos-Hernández R, Uribe N, Godoy-Cumillaf A. Association between Sleep Quality and Physical Activity in Physical Education Stu-dents in Chile in the Pandemic Context: A Cross-Sectional Study. Healthcare (Basel). 2022 1;10(10):1930. https://doi.org/10.3390/healthcare10101930
Michael, S., Graham, K. S., & Davis, G. M., Oam (2017). Cardiac Autonomic Responses during Exercise and Post-exercise Recovery Using Heart Rate Variability and Systolic Time Intervals-A Review. Frontiers in physiology, 8, 301. https://doi.org/10.3389/fphys.2017.00301
Nevels, T. L., Wirth, M. D., Ginsberg, J. P., McLain, A. C., & Burch, J. B. (2023). The role of sleep and heart rate variability in metabolic syndrome: evidence from the Midlife in the United States study. Sleep, 46(5), zsad013. https://doi.org/10.1093/sleep/zsad013
Nieto-Jiménez, C., Bertoglia-Ghiglino, C., Soto-Voisier, E., Morales-Rodríguez, I., Sepúlveda-Catalán, F., Quintiliano-Scarpell, D., Ruso-Álvarez, JF. (2020). Variabilidad de la frecuencia cardíaca como indicador de carga interna en mujeres no deportistas: estudio piloto. Archivos de Medicina del Deporte, 37(4):234-238
Nuuttila, O. P., Korhonen, E., Laukkanen, J., & Kyröläinen, H. (2021). Validity of the Wrist-Worn Po-lar Vantage V2 to Measure Heart Rate and Heart Rate Variability at Rest. Sensors (Basel, Switzerland), 22(1), 137. https://doi.org/10.3390/s22010137
Park, W., Jung, W. S., Hong, K., Kim, Y. Y., Kim, S. W., & Park, H. Y. (2020). Effects of Moderate Combined Resistance- and Aerobic-Exercise for 12 Weeks on Body Composition, Cardiometabolic Risk Factors, Blood Pressure, Arterial Stiffness, and Physical Functions, among Obese Older Men: A Pilot Study. International journal of environmental research and public health, 17(19), 7233. https://doi.org/10.3390/ijerph17197233
Peric, R., Nikolovski, Z., Meucci, M., Tadger, P., Ferri Marini, C., & Amaro-Gahete, F. J. (2022). A System-atic Review and Meta-Analysis on the Association and Differences between Aerobic Threshold and Point of Optimal Fat Oxidation. International journal of environmental research and public health, 19(11), 6479. https://doi.org/10.3390/ijerph19116479
Picard, M., Tauveron, I., Magdasy, S., Benichou, T., Bagheri, R., Ugbolue, U. C., Navel, V., & Dutheil, F. (2021). Effect of exercise training on heart rate variability in type 2 diabetes mellitus patients: A systematic review and meta-analysis. PloS one, 16(5), e0251863. https://doi.org/10.1371/journal.pone.0251863
Porras-Álvarez, J., & Bernal-Calderón, MO. (2019). Variabilidad de la frecuencia cardiaca: evaluación del entrenamiento deportivo. Revisión de tema. Duazary, 16(2), 259–269. https://doi.org/10.21676/2389783X.2750
Ravé, G., Zouhal, H., Boullosa, D., Doyle-Baker, P. K., Saeidi, A., Abderrahman, A. B., & Fortrat, J. O. (2020). Heart Rate Variability is Correlated with Perceived Physical Fitness in Elite Soccer Players. Journal of human kinetics, 72, 141–150. https://doi.org/10.2478/hukin-2019-0103
Rendón-Macías, M. E., Zarco-Villavicencio, I. S., & Villasís-Keever, M. Á. (2021). Métodos estadísticos para el análisis del tamaño del efecto. Revista alergia México, 68(2), 128-136. https://doi.org/10.29262/ram.v658i2.949
Rogers, B., Schaffarczyk, M., & Gronwald, T. (2022). Estimation of Respiratory Frequency in Women and Men by Kubios HRV Software Using the Polar H10 or Movesense Medical ECG Sensor during an Exercise Ramp. Sensors (Basel, Switzerland), 22(19), 7156. https://doi.org/10.3390/s22197156
Schaffarczyk, M., Rogers, B., Reer, R., & Gronwald, T. (2022). Validity of the Polar H10 Sensor for Heart Rate Variability Analysis during Resting State and Incremen-tal Exercise in Recreational Men and Women. Sensors (Basel, Switzerland), 22(17), 6536 https://dx.doi.org/10.3390/s22176536
Schaffarczyk, M., Rogers, B., Reer, R., & Gronwald, T. (2023). Validation of a non-linear index of heart rate variability to determine aerobic and anaerobic thresholds during incremental cycling exer-cise in women. European journal of applied physiology, 123(2), 299–309. https://doi.org/10.1007/s00421-022-05050-x
Schmidt, D., Anderson, K., Graff, M., Strutz, V. (2016). The effect of high-intensity circuit training on physical fitness. The Journal of sports medicine and physical fitness, 56(5):534-40.
Sempere-Ruiz, N., Sarabia, JM., Baladzhaeva, S., Moya-Ramón, M. (2024). Reliability and validity of a non-linear index of heart rate variability to determine intensity thresholds. Frontiers, 15. https://doi.org/10.3389/fphys.2024.1329360
Serón, P., Muñoz, S., & Lanas, F. (2010). Nivel de actividad física medida a través del cuestionario inter-nacional de actividad física en población Chilena. Revista médica de Chile, 138(10), 1232-1239. https://dx.doi.org/10.4067/S0034-98872010001100004
Shaffer, F., & Ginsberg, J. P. (2017). An Overview of Heart Rate Variability Metrics and Norms. Frontiers in public health, 5, 258. https://doi.org/10.3389/fpubh.2017.00258
Silva, V. S. da, & Vieira, M. F. S. (2020). International Society for the Advancement of Kinanthropometry (ISAK) Global: international accreditation scheme of the competent anthropometrist. Revista Brasileira de Cineantropometria & Desempenho Humano, 22, e70517. https://doi.org/10.1590/1980-0037.2020v22e70517
Stone, M. H., Hornsby, W. G., Haff, G. G., Fry, A. C., Suarez, D. G., Liu, J., Gonzalez-Rave, J. M., & Pierce, K. C. (2021). Periodization and Block Periodization in Sports: Emphasis on Strength-Power Train-ing-A Provocative and Challenging Narrative. Journal of strength and conditioning research, 35(8), 2351–2371. https://doi.org/10.1519/JSC.0000000000004050
Tonon, B. A., Gouthon, P. N., Nigan, I. B., Akpatchi, R. V., & Nouatin, B. K. (2020). Changes in Selected Physiological Parameters Following a Training Block of Specific Circuit Training Among Na-tional Top-level Basketball Players. International journal of exercise science, 13(6), 1156–1166.
Turri-Silva, N., Vale-Lira, A., Verboven, K., Quaglioti Durigan, J. L., Hansen, D., & Cipriano, G., Jr (2021). High-intensity interval training versus progressive high-intensity circuit resistance training on endothelial function and cardiorespiratory fitness in heart failure: A preliminary randomized controlled trial. PloS one, 16(10), e0257607. https://doi.org/10.1371/journal.pone.0257607
Vondrasek, J. D., Riemann, B. L., Grosicki, G. J., & Flatt, A. A. (2023). Validity and Efficacy of the Elite HRV Smartphone Application during Slow-Paced Breathing. Sensors (Basel, Switzerland), 23(23), 9496. https://doi.org/10.3390/s23239496
Weir, C. B., & Jan, A. (2023). BMI Classification Percentile and Cut Off Points. In StatPearls. StatPearls Publishing.
Wiewelhove, T., Schneider, C., Schmidt, A., Döweling, A., Meyer, T., Kellmann, M., Pfeiffer, M., & Ferrauti, A. (2018). Active Recovery After High-Intensity Interval-Training Does Not Attenuate Training Adaptation. Frontiers in physiology, 9, 415. https://doi.org/10.3389/fphys.2018.00415
World Medical Association (2025). World Medical Association Declaration of Helsinki: Ethical Princi-ples for Medical Research Involving Human Participants. Journal of the American Medical Asso-ciation, 333(1), 71–74. https://doi.org/10.1001/jama.2024.21972
Yabe, H., Kono, K., Onoyama, A., Kiyota, A., Moriyama, Y., Okada, K., & Kasuga, H. (2021). Predicting a target exercise heart rate that reflects the anaerobic threshold in nonbeta-blocked hemodialysis patients: The Karvonen and heart rate reserve formulas. Therapeutic apheresis and dialysis: of-ficial peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy, 25(6), 884–889. https://doi.org/10.1111/1744-9987.13628
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