Protocolo de HRV No Invasivo y Nuevo Índice para Evaluar la Carga Interna Durante el Calentamiento en Baloncesto (Non-Invasive HRV Protocol and New Index to Assess Internal Training Load During Basketball Warm Up)

Autores/as

  • Lluis Capdevila 1.Sport Research Institute, Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain 2.Department of Basic Psychology, Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain https://orcid.org/0000-0002-7319-4745
  • Joel Guillen Cots Universitat Autònoma de Barcelona https://orcid.org/0009-0005-0184-9377
  • Jaume Lalanza Department of Psychology, UiT the Arctic University of Norway, Tromsø, Norway
  • Victor Zamora Institut Nacional d’Educació Física de Catalunya (INEFC), Barcelona, Spain
  • Gil Rodas Football Club Barcelona, Medical Department, Barcelona, Spain
  • Toni Caparrós 1. National Institute of Physical Education of Catalonia, University of Barcelona, Barcelona, Spain, 2. Sport Performance Analysis Research Group (SPARG), University of Vic – Central University of Catalonia (UVic-UCC), Vic, Spain, https://orcid.org/0000-0002-5169-1935

DOI:

https://doi.org/10.47197/retos.v54.102596

Palabras clave:

HRV, Carga interna (Internal training load), Baloncesto (Basketball), Frecuencia cardiaca (Heart rate), Test submáximo (Submaximal test), SHRZ

Resumen

El objetivo es establecer un protocolo específico, no invasivo, submáximo y aplicable día a día para evaluar la carga interna (IL) en jugadores de baloncesto, a través del análisis de la variabilidad de la frecuencia cardiaca (HRV) antes de los entrenamientos o competición. Otro objetivo es proponer un nuevo índice de carga interna como parámetro estandarizado, para gestionar la carga interna antes de los entrenamientos o partidos. Doce jugadores amateurs de baloncesto (26.5 ± 8.8 años) completaron una prueba HRV antes de un ejercicio submaximo e intermitente (Activity Lay Up Wheel; ALUWIL 6min-test). Al día siguiente los jugadores realizaron una simulación de 5c5 (MATCH) durante 10 minutos. Se completaron registros de esfuerzo percibido (RPE), percepción de recuperación (TQR) y cuestionarios de bienestar, junto con registro continuos de frecuencia cardiaca. Los jugadores mostraron valores más altos en los parámetros de carga interna basados en la frecuencia cardiaca (sumatorio de las zonas de frecuencia cardiaca, SHRZ; e impulso de entrenamiento, TRIMP), valores más altos de RPE y más bajos de recuperación durante MATCH respecto a ALUWIL (p<0.01). El parámetro %SHRZ mostro mayores correlaciones que el SHRZ y TRIMP durante MATCH (p<0.001) y relaciones significativas con el parámetro RMSSD (raíz cuadrada del valor medio de la suma de las diferencias al cuadrado de todos los intervalos RR sucesivos) en la prueba HRV (p<0.05). Durante la prueba ALUWIL, %SHRZ mostró correlaciones más altas y fuertes con el RRmean (media de intervalos RR) que el SHRZ (-.807), pero más similares que el SHRZ con el RMSSD. En este contexto en particular, la prueba ALUWIL podría ofrecer información más fiable y aplicada, como un protocolo estandarizado e integrado para evaluar la carga interna en jugadores de baloncesto antes de los entrenamientos y competiciones, a través de parámetros cardiacos. El parámetro %SHRZ, así como RRMean y RMSSD podrían ser indicadores específicos para gestionar la carga interna en baloncesto. No obstante, más investigación es requerida para validar estas propuestas dentro de un contexto complejo.

Palabras clave: HRV, carga interna, baloncesto, frecuencia cardiaca, test submáximo, SHRZ.

Abstract. The aim is to establish an specific, non-invasive, sub-maximum and applicable day-to-day protocol to assess the internal training load (IL) for basketball players using Heart Rate Variability (HRV) analysis before practice or competitions. Another aim is to propose a new IL index as a standardized parameter (%), to manage IL before practice sessions or competition. Twelve amateur male basketball players (age: 26.5 ± 8.8 years) completed HRV tests before a submaximal and intermittent drill (Activity Lay Up Wheel; ALUWIL 6min-test). Players performed a 5on5 scrimmage (MATCH) the following day during 10 min, completing rate of perceived exertion (RPE), total quality recovery (TQR) and wellness questionnaires, and continuous heart rate recordings. Players showed higher values of IL parameters based on heart rate (summatory heart rate zones, SHRZ; and training impulse, TRIMP), higher RPE values and lower recovery values during MATCH than ALUWIL (p<0.01). The parameter % of summatory of heart rate zones (SHRZ) showed stronger correlations than SHRZ and TRIMP during MATCH (p<0.001), and significant relations with RMSSD (square of the mean root of the adjacent R-R intervals) during the HRV test (p<0.05). During the ALUWIL test, %SHRZ shows higher and stronger correlations than SHRZ with RRmean (mean of the R-R intervals) (-.807) but similar than SHRZ with RMSSD. In this specific context, ALUWIL test could offer reliable and applied information as a standardized and integrated protocol to assess internal training load in basketball players using cardiac parameters before practice and games. The parameters RRMean, RMSSD and %SHRZ could be a specific indicator for IL management on basketball. However, more research is needed to validate these proposals in a complex context.

Key words: HRV, internal training load, basketball, heart rate, submaximal test, SHRZ.

Citas

Abad, C. C., Pereira, L. A., Kobal, R., Kitamura, K., Cruz, I. F., Loturco, I., & Nakamura, F. Y. (2016). Heart rate and heart rate variability of Yo-Yo IR1 and simulated match in young female basketball athletes: a comparative study. International Journal of Performance Analysis in Sport, 16(3), 776-791. https://doi.org/10.1080/24748668.2016.11868927

Aubert, A. E., Seps, B., & Beckers, F. (2003). Heart rate variability in athletes. Sports medicine, 33, 889-919. https://doi.org/10.2165/00007256-200333120-00003

Banister, E. (1991). Modelling elite athletic performance. In MacDougall JD, Wenger HA, Green HJ (eds) Physiolog-ical testing of the high-performance athlete. 2nd edn. Human Kinetics Publishers Ltd, Champaign (pp. 402–424).

Barreto, A. C., Medeiros, A. P., Araujo, G. da S., Vale, R., Vianna, J. M., Alkimin, R., Serra, R., Leitão, L., Reis, V. M., & Novaes, J. da S. (2023). Variabilidad de la frecuencia cardíaca y de la presión arterial durante y después de tres sesiones de CrossFit® (Heart rate variability and blood pressure during and after three CrossFit® sessions). Retos, 47, 311–316. https://doi.org/10.47197/retos.v47.93780

Bellenger, C. R., Fuller, J. T., Thomson, R. L., Davison, K., Robertson, E. Y., & Buckley, J. D. (2016). Monitoring athletic training status through autonomic heart rate regulation: a systematic review and meta-analysis. Sports medi-cine, 46, 1461-1486. https://doi.org/10.1007/s40279-016-0484-2

Borg, G. (1998). Borg's perceived exertion and pain scales. Human kinetics.

Botelho, R., Abad, C. C., Spadari, R. C., Winckler, C., Garcia, M. C., & Guerra, R. L. (2022). Psychophysiological stress markers during preseason among elite female soccer players. The Journal of Strength & Conditioning Re-search, 36(6), 1648-1654. https://doi.org/10.1519/JSC.0000000000003702

Bourdon, PC., Cardinale, M., Murray, A.; Gastin, P., Kellmann, M., Varley, MC., Gabbett, TJ., Coutts, AJ., Bur-gess, DJ., Gregson, W., & Cable, NT. (2017). Monitoring athlete training loads: consensus statement. International journal of sports physiology and performance, 12(s2), S2-161. https://doi.org/10.1123/IJSPP.2017-0208

Coyne, J. O., Coutts, A. J., Newton, R. U., & Haff, G. G. (2022). The current state of subjective training load moni-toring: follow-up and future directions. Sports Medicine-Open, 8(1), 53. https://doi.org/10.1186/s40798-022-00433-y

Edwards, S. (1993). The Heart Rate Monitor Book. Sacramento (S. Fleet Feet Press, Ed.).

Espasa Labrador, J., Peña, J., Caparrós Pons, T., Cook, M., & Fort Vanmeerhaeghe, A. (2021). Relationship between internal and external load in elite female youth basketball players. Apunts Sports Medicine, 56(211). https://doi.org/10.1016/j.apunsm.2021.100357

Ferioli, D., La Torre, A., Tibiletti, E., Dotto, A., & Rampinini, E. (2021). Determining the relationship between load markers and non-contact injuries during the competitive season among professional and semi-professional basket-ball players. Research in sports medicine, 29(3), 265-276. https://doi.org/10.1080/15438627.2020.1808980

Foster, C., Rodriguez-Marroyo, J. A., & De Koning, J. J. (2017). Monitoring training loads: the past, the present, and the future. International journal of sports physiology and performance, 12(s2), S2-2. https://doi.org/10.1123/IJSPP.2016-0388

Fox, J. L., Stanton, R., Sargent, C., Wintour, S. A., & Scanlan, A. T. (2018). The association between training load and performance in team sports: a systematic review. Sports Medicine, 48, 2743-2774. https://doi.org/10.1007/s40279-018-0982-5

Gabbett, T. J. (2020). Debunking the myths about training load, injury and performance: empirical evidence, hot top-ics and recommendations for practitioners. British journal of sports medicine, 54(1), 58-66. http://dx.doi.org/10.1136/bjsports-2018-099784

García, F., Castellano, J., Vicens-Bordas, J., Vázquez-Guerrero, J., & Ferioli, D. (2023). Impact of a 6-Day Official Tournament on Physical Demands, Perceptual–Physiological Responses, Well-Being, and Game Performance of Under-18 Basketball Players. International Journal of Sports Physiology and Performance, 1(aop), 1-7. https://doi.org/10.1123/ijspp.2022-0460

García, F., Fernández, D., & Martín, L. (2022). Relationship between game load and player’s performance in profes-sional basketball. International Journal of Sports Physiology and Performance, 17(10), 1473-1479. https://doi.org/10.1123/ijspp.2021-0511

García-Santos, D., Pino-Ortega, J., García-Rubio, J., Vaquera, A., & Ibáñez, S. J. (2019). Internal and external de-mands in basketball referees during the U-16 European Women’s championship. International journal of environ-mental research and public health, 16(18), 3421. https://doi.org/10.3390/ijerph16183421

Guerrero, S., Pardo, P., Piedra, A., Albesa-Albiol, L. ., Sanchez, J. A. ., Peña, J., Daza, G., Solé, J., & Caparrós, T. (2023). Variables asociadas al rendimiento de un equipo europeo de rugby profesional masculino. Análisis de la temporada regular (Variables associated with the performance of a male European professional rugby team. Anal-ysis of the regular season). Retos, 49, 1056–1062. https://doi.org/10.47197/retos.v49.99360

Guillaumes, J. M., Pons, T. C., Puntí, D. C., Montull, L., Orriols, G., & Ortís, L. C. (2018). Monitorización psicofi-siológica del proceso de recuperación en deportistas de élite de la selección española de esquí de montaña a través de la RMSSD y la percepción subjetiva de la recuperación. Revista iberoamericana de psicología del ejercicio y el deporte, 13(2), 219-223.

Halson, S. L. (2014). Monitoring training load to understand fatigue in athletes. Sports medicine, 44(Suppl 2), 139-147. https://doi.org/10.1007/s40279-014-0253-z

Heidari, J., Beckmann, J., Bertollo, M., Brink, M., Kallus, K. W., Robazza, C., & Kellmann, M. (2019). Multidimen-sional monitoring of recovery status and implications for performance. International journal of sports physiology and performance, 14(1), 2-8. https://doi.org/10.1123/ijspp.2017-0669

Hooper, S. L., & Mackinnon, L. T. (1995). Monitoring overtraining in athletes: recommendations. Sports medicine, 20, 321-327. https://doi.org/10.2165/00007256-199520050-00003

Impellizzeri, F. M., Marcora, S. M., & Coutts, A. J. (2019). Internal and external training load: 15 years on. Int J Sports Physiol Perform, 14(2), 270-273. https://doi.org/10.1123/ijspp.2018-0935

Impellizzeri, F. M., Rampinini, E., Coutts, A. J., Sassi, A. L. D. O., & Marcora, S. M. (2004). Use of RPE-based training load in soccer. Medicine & Science in sports & exercise, 36(6), 1042-1047. https://doi.org/10.1249/01.MSS.0000128199.23901.2F

James, D. A., & Wixted, A. (2011). ADAT: A Matlab toolbox for handling time series athlete performance data. Pro-cedia Engineering, 13, 451-456

Javaloyes, A., Sarabia, J. M., Lamberts, R. P., Plews, D., & Moya-Ramon, M. (2020). Training prescription guided by heart rate variability vs. block periodization in well-trained cyclists. The Journal of Strength & Conditioning Re-search, 34(6), 1511-1518. https://doi.org/10.1519/JSC.0000000000003337

Kellmann, M., Bertollo, M., Bosquet, L., Brink, M., Coutts, A. J., Duffield, R., ... & Beckmann, J. (2018). Recovery and performance in sport: consensus statement. International journal of sports physiology and performance, 13(2), 240-245. https://doi.org/10.1123/ijspp.2017-0759

Kenttä, G., & Hassmén, P. (1998). Overtraining and recovery: a conceptual model. Sports medicine, 26, 1-16. https://doi.org/10.2165/00007256-199826010-00001

Krustrup, P., Mohr, M., Amstrup, T., Rysgaard, T., Johansen, J., Steensberg, A., ... & Bangsbo, J. (2003). The yo-yo intermittent recovery test: physiological response, reliability, and validity. Medicine & Science in Sports & Exer-cise, 35(4), 697-705. https://doi.org/10.1249/01.MSS.0000058441.94520.32

Laborde, S., Mosley, E., & Thayer, J. F. (2017). Heart rate variability and cardiac vagal tone in psychophysiological research–recommendations for experiment planning, data analysis, and data reporting. Frontiers in psychology, 8, 213. https://doi.org/10.3389/fpsyg.2017.00213

López-Laval, I., Cirer-Sastre, R., Sitko, S., Corbi, F., Vaquera, A., & Calleja-González, J. (2022). RELACIÓN EN-TRE METODOLOGÍAS DE CONTROL DE LA CARGA EN EL BALONCESTO PROFESIONAL. Revista Inter-nacional De Medicina Y Ciencias De La Actividad Física Y Del Deporte, 22(87), 649–661. https://doi.org/10.15366/rimcafd2022.87.014

Lundstrom, C. J., Foreman, N. A., & Biltz, G. (2023). Practices and applications of heart rate variability monitoring in endurance athletes. International Journal of Sports Medicine, 44(01), 9-19. https://doi.org/10.1055/a-1864-9726

Lupo, C., Tessitore, A., Gasperi, L., & Gomez, M. A. R. (2017). Session-RPE for quantifying the load of different youth basketball training sessions. Biology of sport, 34(1), 11-17. https://doi.org/10.5114/biolsport.2017.63381

Malik, M., Bigger, J. T., Camm, A. J., Kleiger, R. E., Malliani, A., Moss, A. J., & Schwartz, P. J. (1996). Heart rate variability: Standards of measurement, physiological interpretation, and clinical use. European heart journal, 17(3), 354-381. https://doi.org/10.1093/oxfordjournals.eurheartj.a014868

McLaren, S. J., Macpherson, T. W., Coutts, A. J., Hurst, C., Spears, I. R., & Weston, M. (2018). The relationships between internal and external measures of training load and intensity in team sports: a meta-analysis. Sports medi-cine, 48, 641-658. https://doi.org/10.1007/s40279-017-0830-z

McLean, B. D., Coutts, A. J., Kelly, V., McGuigan, M. R., & Cormack, S. J. (2010). Neuromuscular, endocrine, and perceptual fatigue responses during different length between-match microcycles in professional rugby league play-ers. International journal of sports physiology and performance, 5(3), 367-383. https://doi.org/10.1123/ijspp.5.3.367

Miranda-Mendoza , J. ., Hernández-Cruz, G., Reynoso-Sánchez, L. F. ., González-Fimbres, R. A. ., & Cejas-Hernández, B. A. . (2023). Control de la recuperación utilizando la escala de la calidad de recuperación total (TQR) durante cuatro microciclos de acumulación y su relación con factores fisiológicos (Control of recovery using the Total Quality Recovery (TQR) scale during four accumulation microcycles and its relationship to physio-logical factors). Retos, 50, 1155–1162. https://doi.org/10.47197/retos.v50.100290

Morales, A. P., Sampaio-Jorge, F., Rangel, L. F. C., Coe1ho, G. M. O., Leite, T. C., & Ribeiro, B. G. (2014). Heart rate variability responses in vertical jump performance of basketball players. Int J Sports Sci, 4(2), 72-78. https://doi.org/10.5923/j.sports.20140402.06

Moreno, J., Ramos-Castro, J., Movellan, J., Parrado, E., Rodas, G., & Capdevila, L. (2015). Facial video-based pho-toplethysmography to detect HRV at rest. International journal of sports medicine, 474-480. https://doi.org/10.1055/s-0034-1398530

Petway, A. J., Freitas, T. T., Calleja-Gonzalez, J., Medina Leal, D., & Alcaraz, P. E. (2020). Training load and match-play demands in basketball based on competition level: A systematic review. PloS one, 15(3), e0229212. https://doi.org/10.1371/journal.pone.0229212

Plews, D. J., Laursen, P. B., & Buchheit, M. (2017). Day-to-day heart-rate variability recordings in world-champion rowers: appreciating unique athlete characteristics. International journal of sports physiology and performance, 12(5), 697-703. https://doi.org/10.1123/ijspp.2016-0343

Portes, R., Navarro, R., Ribas, C., Alonso, E., & Jiménez, S. (2021). The Relationship between External and Internal Load during Elite Pre-season Friendly Basketball Games. [La relación entre la carga externa y la carga interna du-rante partidos amistosos en baloncesto de élite]. RICYDE. Revista Internacional De Ciencias Del Deporte, 18(67), 43-53. https://doi.org/10.5232/ricyde2022.06704

Ramos-Campo, D. J., Rubio-Arias, J. A., Ávila-Gandía, V., Marín-Pagán, C., Luque, A., & Alcaraz, P. E. (2017). Heart rate variability to assess ventilatory thresholds in professional basketball players. Journal of Sport and Health Science, 6(4), 468-473. https://doi.org/10.1016/j.jshs.2016.01.002

Sansone, P., Ceravolo, A., & Tessitore, A. (2021). External, internal, perceived training loads and their relationships in youth basketball players across different positions. International Journal of Sports Physiology and Performance, 17(2), 249-255. https://doi.org/10.1123/ijspp.2020-0962

Scanlan, A. T., Wen, N., Tucker, P. S., & Dalbo, V. J. (2014). The relationships between internal and external train-ing load models during basketball training. The journal of strength & conditioning research, 28(9), 2397-2405. https://doi.org/10.1519/JSC.0000000000000458

Schelling, X., & Torres-Ronda, L. (2013). Conditioning for basketball: Quality and quantity of training. Strength & Conditioning Journal, 35(6), 89-94. https://doi.org/10.1519/SSC.0000000000000018

Schwellnus, M., Soligard, T., Alonso, J. M., Bahr, R., Clarsen, B., Dijkstra, H. P., ... & Engebretsen, L. (2016). How much is too much?(Part 2) International Olympic Committee consensus statement on load in sport and risk of ill-ness. British journal of sports medicine, 50(17), 1043-1052. http://dx.doi.org/10.1136/bjsports-2016-096572

Shaffer, F., & Ginsberg, J. P. (2017). An overview of heart rate variability metrics and norms. Frontiers in public health, 258. https://doi.org/10.3389/fpubh.2017.00258

Soligard, T., Schwellnus, M., Alonso, J. M., Bahr, R., Clarsen, B., Dijkstra, H. P., ... & Engebretsen, L. (2016). How much is too much?(Part 1) International Olympic Committee consensus statement on load in sport and risk of inju-ry. British journal of sports medicine, 50(17), 1030-1041. http://dx.doi.org/10.1136/bjsports-2016-096581

Weiss, K. J., Allen, S. V., McGuigan, M. R., & Whatman, C. S. (2017). The relationship between training load and injury in men’s professional basketball. International journal of sports physiology and performance, 12(9), 1238-1242. https://doi.org/10.1123/ijspp.2016-0726

West, S. W., Clubb, J., Torres-Ronda, L., Howells, D., Leng, E., Vescovi, J. D., ... & Windt, J. (2021). More than a metric: how training load is used in elite sport for athlete management. International journal of sports medi-cine, 42(04), 300-306. https://doi.org/10.1055/a-1268-8791

Zamora, V., Capdevila, L., Lalanza, J. F., & Caparrós, T. (2021). Variabilidad cardíaca y acelerometría: aplicación del control de carga en baloncesto masculino. Apunts Educación Física y Deportes, 37(143), 44-51.

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2024-02-28

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Capdevila, L., Guillen , J., Lalanza, J., Zamora, V., Rodas, G., & Caparrós, T. (2024). Protocolo de HRV No Invasivo y Nuevo Índice para Evaluar la Carga Interna Durante el Calentamiento en Baloncesto (Non-Invasive HRV Protocol and New Index to Assess Internal Training Load During Basketball Warm Up). Retos, 54, 169–179. https://doi.org/10.47197/retos.v54.102596

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