Avances en la investigación sobre el seguimiento de las cargas de entrenamiento en deportistas: análisis bibliométrico (Developments in research on monitoring training loads in athletes: bibliometric analysis)
DOI:
https://doi.org/10.47197/retos.v60.108223Palabras clave:
monitoreo, carga de entrenamiento, análisis bibliométricoResumen
Monitorear la carga de entrenamiento puede ayudar a mejorar el rendimiento, predecir el riesgo de lesiones, determinar la preparación del atleta y realizar un seguimiento de las condiciones de salud. Al utilizar métodos de análisis bibliométrico, se pueden evaluar publicaciones de instituciones o países y rastrear el crecimiento o declive de un campo específico. El objetivo de este estudio es recopilar una bibliografía de trabajos sobre el tema del seguimiento de la carga de entrenamiento que se publicaron entre 1979 y 2023. Este estudio analiza las publicaciones sobre el seguimiento de la carga de entrenamiento y utiliza un mapeo científico para describir la estructura y las tendencias. En este estudio se tratan las contribuciones de países, autores, artículos citados, palabras clave que aparecen con frecuencia y tendencias de palabras clave. Según los hallazgos, la investigación fue escasa durante las dos primeras décadas y aumentó significativamente en las siguientes. Si bien Australia tiene la mayor cantidad de publicaciones, el continente europeo domina este campo de investigación. La mayoría de los artículos se publican y tienen referencias en el International Journal of Sports Physiology and Performance. Además, debido a su alto número de citas, el artículo de Halson tuvo la mayor influencia. Algunas palabras clave están relacionadas y aparecen en este estudio. Este artículo presenta una visualización de tendencias que los académicos pueden utilizar como guía de referencia.
Palabras clave: monitoreo, carga de entrenamiento, análisis bibliométrico.
Abstract. Monitoring training load can help improve performance, predict injury risk, determine athlete readiness, and keep track of health conditions. By using bibliometric analysis methods, one can evaluate publications from institutions or countries and track the growth or decline of a specific field. The purpose of this study is to compile a bibliography of works on the subject of training load monitoring that were published between 1979 and 2023. This study analyzes publications on training load monitoring and uses scientific mapping to describe the structure and trends. Contributions from countries, authors, cited articles, frequently appearing keywords, and keyword trends are all covered in this study. According to the findings, research was scarce during the first two decades and significantly increased in the next. While Australia has the most publications, the European continent dominates this research field. Most articles are published in and referenced from the International Journal of Sports Physiology and Performance. Furthermore, due to its high citation count, Halson's article had the greatest influence. Some keywords are related and appear in this study. This article presents a trend visualization that academics can use as a reference guide.
Keywords: monitoring, training load, bibiometric analysis.
Citas
Anglada-Tort, M., & Skov, M. (2022). What counts as Aesthetics in Science? A Bibliometric Analysis and Visualization of the Scientific Literature from 1970 to 2018. Psychology of Aesthetics, Creativity, and the Arts, 16(3), 553.
Bahr, R., & Holme, I. (2003). Risk factors for sports injuries—a methodological approach. British journal of sports medi-cine, 37(5), 384-392.
Bergeron, M. F., Mountjoy, M., Armstrong, N., Chia, M., Côté, J., Emery, C. A., ... & Engebretsen, L. (2015). Interna-tional Olympic Committee consensus statement on youth athletic development. British journal of sports medicine, 49(13), 843-851.
Black, G. M., Gabbett, T. J., Cole, M. H., & Naughton, G. (2016). Monitoring workload in throwing-dominant sports: a systematic review. Sports Medicine, 46, 1503-1516.
Blanch, P., & Gabbett, T. J. (2016). Has the athlete trained enough to return to play safely? The acute: chronic workload ratio permits clinicians to quantify a player's risk of subsequent injury. British journal of sports medicine, 50(8), 471-475.
Borresen, J., & Lambert, M. I. (2009). The quantification of training load, the training response and the effect on perfor-mance. Sports medicine, 39, 779-795.
Bourdon, P. C., Cardinale, M., Murray, A., Gastin, P., Kellmann, M., Varley, M. C., ... & Cable, N. T. (2017). Monitor-ing athlete training loads: consensus statement. International journal of sports physiology and performance, 12(s2), S2-161.
Brancaccio, P., Maffulli, N., & Limongelli, F. M. (2007). Creatine kinase monitoring in sport medicine. British medical bulle-tin, 81(1), 209-230.
Buchheit, M. (2014). Monitoring training status with HR measures: do all roads lead to Rome?. Frontiers in physiology, 5, 71297.
Cadegiani, F. A., & Kater, C. E. (2017). Hormonal aspects of overtraining syndrome: a systematic review. BMC Sports Sci-ence, Medicine and Rehabilitation, 9, 1-15.
Cavalcante, W. Q. D. F., Coelho, A., & Bairrada, C. M. (2021). Sustainability and tourism marketing: A bibliometric anal-ysis of publications between 1997 and 2020 using vosviewer software. Sustainability, 13(9), 4987.
Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field. Journal of informet-rics, 5(1), 146-166.
Coyne, J. O., Coutts, A. J., Newton, R. U., & Haff, G. G. (2022). The current state of subjective training load monitoring: follow-up and future directions. Sports Medicine-Open, 8(1), 53.
de Leeuw, A. W., van der Zwaard, S., van Baar, R., & Knobbe, A. (2022). Personalized machine learning approach to injury monitoring in elite volleyball players. European journal of sport science, 22(4), 511-520.
de Souza Carvalho, R. E., Oliveira, R. A. A. E., Pereira, F. D., Spineli, H., Olímpio, T. G. R., Ferreira, B. N., ... & De-Oliveira, F. R. (2018). Assessment of a perceived exertion session between the coach and sub17 athletes during a soccer championship. Journal of Physical Education and Sport, 18(1), 127-131.
DiFiori, J. P., Benjamin, H. J., Brenner, J., Gregory, A., Jayanthi, N., Landry, G. L., & Luke, A. (2014). Overuse injuries and burnout in youth sports: a position statement from the American Medical Society for Sports Medicine. Clinical Jour-nal of Sport Medicine, 24(1), 3-20.
Dudley, C., Johnston, R., Jones, B., Till, K., Westbrook, H., & Weakley, J. (2023). Methods of monitoring internal and external loads and their relationships with physical qualities, injury, or illness in adolescent athletes: A systematic review and best-evidence synthesis. Sports Medicine, 53(8), 1559-1593.
Dzikowski, P. (2018). A bibliometric analysis of born global firms. Journal of business research, 85, 281-294.
Fanchini, M., Rampinini, E., Riggio, M., Coutts, A. J., Pecci, C., & McCall, A. (2018). Despite association, the acute: chronic work load ratio does not predict non-contact injury in elite footballers. Science and Medicine in Football, 2(2), 108-114.
Foster, C. A. R. L. (1998). Monitoring training in athletes with reference to overtraining syndrome. Medicine and science in sports and exercise, 30(7), 1164-1168.
Gabbett, T. J. (2016). The training—injury prevention paradox: should athletes be training smarter and harder?. British journal of sports medicine, 50(5), 273-280.
Halson, S. L. (2014). Monitoring training load to understand fatigue in athletes. Sports medicine, 44(Suppl 2), 139-147.
Helwig, J., Diels, J., Röll, M., Mahler, H., Gollhofer, A., Roecker, K., & Willwacher, S. (2023). Relationships between external, wearable sensor-based, and internal parameters: A systematic review. Sensors, 23(2), 827.
Hulin, B. T., Gabbett, T. J., Lawson, D. W., Caputi, P., & Sampson, J. A. (2016). The acute:chronic workload ratio pre-dicts injury: high chronic workload may decrease injury risk in elite rugby league players. British Journal of Sports Medi-cine, 50(4), pp. 231-236.
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.
Impellizzeri, F. M., Menaspà, P., Coutts, A. J., Kalkhoven, J., & Menaspà, M. J. (2020). Training load and its role in injury prevention, part I: back to the future. Journal of athletic training, 55(9), 885-892.
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.
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.
Lucini, D., Marchetti, I., Spataro, A., Malacarne, M., Benzi, M., Tamorri, S., ... & Pagani, M. (2017). Heart rate variabil-ity to monitor performance in elite athletes: Criticalities and avoidable pitfalls. International journal of cardiology, 240, 307-312.
Maddison, R., & Ni Mhurchu, C. (2009). Global positioning system: a new opportunity in physical activity measure-ment. International journal of behavioral nutrition and physical activity, 6, 1-8.
Malina, R. M., Bouchard, C., & Bar-Or, O. (2004). Growth, maturation, and physical activity. Human kinetics.
Malone, S., Owen, A., Mendes, B., Hughes, B., Collins, K., & Gabbett, T. J. (2018). High-speed running and sprinting as an injury risk factor in soccer: Can well-developed physical qualities reduce the risk? Journal of Science and Medicine in Sport, 21(3), pp. 257-262.
Meeusen, R., Duclos, M., Foster, C., Fry, A., Gleeson, M., Nieman, D., ... & Urhausen, A. (2013). Prevention, diagnosis and treatment of the overtraining syndrome: Joint consensus statement of the European College of Sport Science (ECSS) and the American College of Sports Medicine (ACSM). European Journal of Sport Science, 13(1), 1-24.
Mujika, I. (2017). Quantification of training and competition loads in endurance sports: methods and applica-tions. International journal of sports physiology and performance, 12(s2), S2-9.
Prieto, J., Gómez, M. Á., & Sampaio, J. (2015). Revisión bibliométrica de la producción científica en balonmano. Cuadernos de Psicología del Deporte, 15(3), 145-154.
Pullinger, S. A., Rejeb, A., Varamenti, E., & Cardinale, M. (2019). Training load and injury incidence over one season in adolescent arab table tennis players: a pilot study. Asian Journal of Sports Medicine, 10(3).
Rago, V., Brito, J., Figueiredo, P., Carvalho, T., Fernandes, T., Fonseca, P., & Rebelo, A. (2018). Countermovement jump analysis using different portable devices: Implications for field testing. Sports, 6(3), 91.
Regalado-Pezúa, O., & Estares, C. Y. C. (2024). A bibliometric analysis and visualization of social impact of tourism and sustainability. In A Research Agenda for the Social Impacts of Tourism (pp. 15-34). Edward Elgar Publishing.
Saw, A. E., Main, L. C., & Gastin, P. B. (2016). Monitoring the athlete training response: subjective self-reported measures trump commonly used objective measures: a systematic review. British journal of sports medicine, 50(5), 281-291.
Šćepanović T, Protić-Gava B, Sporiš G, Rupčić T, Miljković Z, Liapikos K, Mačak D, Madić DM, Trajković N. Short-Term Core Strengthening Program Improves Functional Movement Score in Untrained College Students. Int J Environ Res Public Health. 2020 Nov 22;17(22):8669. doi: 10.3390/ijerph17228669. PMID: 33266407; PMCID: PMC7700566.
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.
Spadaccini, F., Paolillo, V., Marra, S., de Marchi, M., Bevilacqua, R., Boncompagni, F., Longo, C., & Angelino, P. F. (1979). Analysis of a physical conditioning program in patients with previous myocardial infarction | ANALISI DI UN PROGRAMMA DI RIABILITAZIONE FISICA IN PAZIENTI CON INFARTO MIOCARDICO. Minerva Cardioangio-logica, 27(5), 295–304.
Sumartiningsih, S., Risdiyanto, A., Yusof, A., Rahayu, S., Handoyo, E., Puspita, M. A., Sugiharto, Mukarromah, S. B., Hooi, L. B., Lubis, J., Hanief, Y. N., Festiawan, R., & Eiberger, J. (2022). The FIFA 11+ for kids warm-up program improved balance and leg muscle strength in children (9–12 years old). Journal of Physical Education and Sport, 22(12), 3122–3127. https://doi.org/10.7752/jpes.2022.12395
Susanto, E., Bayok, M., Satriawan, R., Festiawan, R., Kurniawan, D. D., & Putra, F. (2023). Talent Identification Predicting in Athletics: A Case Study in Indonesia. Annals of Applied Sport Science, 11(1), 1–11. https://doi.org/10.52547/aassjournal.1102
Tanaka, H., & Seals, D. R. (2003). Invited review: dynamic exercise performance in masters athletes: insight into the ef-fects of primary human aging on physiological functional capacity. Journal of applied physiology, 95(5), 2152-2162.
Ten Haaf, T., van Staveren, S., Oudenhoven, E., Piacentini, M. F., Meeusen, R., Roelands, B., ... & De Koning, J. J. (2017). Prediction of functional overreaching from subjective fatigue and readiness to train after only 3 days of cy-cling. International Journal of Sports Physiology and Performance, 12(s2), S2-87.
Vanrenterghem, J., Nedergaard, N. J., Robinson, M. A., & Drust, B. (2017). Training load monitoring in team sports: a novel framework separating physiological and biomechanical load-adaptation pathways. Sports medicine, 47, 2135-2142.
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational research methods, 18(3), 429-472.
Descargas
Publicado
Cómo citar
Número
Sección
Licencia
Derechos de autor 2024 Retos
Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-SinDerivadas 4.0.
Los autores que publican en esta revista están de acuerdo con los siguientes términos:
- Los autores conservan los derechos de autor y garantizan a la revista el derecho de ser la primera publicación de su obra, el cuál estará simultáneamente sujeto a la licencia de reconocimiento de Creative Commons que permite a terceros compartir la obra siempre que se indique su autor y su primera publicación esta revista.
- Los autores pueden establecer por separado acuerdos adicionales para la distribución no exclusiva de la versión de la obra publicada en la revista (por ejemplo, situarlo en un repositorio institucional o publicarlo en un libro), con un reconocimiento de su publicación inicial en esta revista.
- Se permite y se anima a los autores a difundir sus trabajos electrónicamente (por ejemplo, en repositorios institucionales o en su propio sitio web) antes y durante el proceso de envío, ya que puede dar lugar a intercambios productivos, así como a una citación más temprana y mayor de los trabajos publicados (Véase The Effect of Open Access) (en inglés).
Esta revista sigue la "open access policy" de BOAI (1), apoyando los derechos de los usuarios a "leer, descargar, copiar, distribuir, imprimir, buscar o enlazar los textos completos de los artículos".
(1) http://legacy.earlham.edu/~peters/fos/boaifaq.htm#openaccess
