Mapeo y tendencias de la investigación sobre la carga de trabajo en el fútbol: análisis bibliométrico (Soccer training load research mapping and trends: a bibliometric analysis)
DOI:
https://doi.org/10.47197/retos.v60.108324Palabras clave:
análisis bibliométrico, el fútbol, carga de entrenamientoResumen
En el fútbol, el monitoreo de la carga de entrenamiento es crucial para mejorar el rendimiento, optimizar la recuperación y prevenir riesgos de lesiones. La tendencia de investigación en carga de entrenamiento en el fútbol ha evolucionado rápidamente, haciendo que este estudio bibliométrico sea fundamental para entender la dirección del enfoque investigativo en la carga de entrenamiento del fútbol. El objetivo de este estudio es comprender y explorar el estado actual de la investigación sobre la carga de entrenamiento en el fútbol. Este análisis de investigación incluye mapear las contribuciones por país, años de publicación, autores, artículos y sus respectivos recuentos de citas. Los hallazgos indican que la investigación sobre la carga de entrenamiento en el fútbol comenzó desde 1976 y ha crecido gradualmente con el tiempo, observándose un aumento significativo en 2019, marcado por 109 artículos que abordan la carga de entrenamiento en el fútbol. El Reino Unido emerge como el país líder en términos de publicaciones académicas y recuentos de citas en este campo.
Palabras clave: el fútbol, carga de entrenamiento, análisis bibliométrico.
Abstract. In soccer, monitoring training load is crucial for performance enhancement, optimizing recovery, and preventing injury risks. The research trend in training load within soccer has been rapidly evolving, making this bibliometric study instrumental in understanding the direction of research focus in soccer training load. The objective of this study is to comprehend and explore the current state of research on soccer training load. This research analysis includes mapping contributions by country, publication years, authors, articles, and their respective citation counts. Findings indicate that research on training load in soccer commenced as early as 1976 and has gradually expanded with time, with a significant increase observed in 2019, marked by 109 articles addressing training load in soccer. The United Kingdom emerges as the top country in terms of scholarly publications and citation counts in this field.
Keywords: soccer, training load, bibiometric analysis.
Referencias
Akenhead, R., Hayes, P. R., Thompson, K. G., & French, D. (2013). Diminutions of acceleration and deceleration output during professional football match play. Journal of science and medicine in sport, 16(6), 556-561.
Akubat, I., Barrett, S., & Abt, G. (2014). Integrating the internal and external training loads in soccer. International Journal of Sports Physiology and Performance, 9(3), 457–462. https://doi.org/10.1123/IJSPP.2012-0347
Akubat, I., Patel, E., Barrett, S., & Abt, G. (2012). Methods of monitoring the training and match load and their relation-ship to changes in fitness in professional youth soccer players. Journal of sports sciences, 30(14), 1473-1480.
Bangsbo, J., Mohr, M., & Krustrup, P. (2006). Physical and metabolic demands of training and match-play in the elite foot-ball player. Journal of sports sciences, 24(07), 665-674.
Barry, L., Lyons, M., McCreesh, K., Powell, C., & Comyns, T. (2022). International survey of training load monitoring practices in competitive swimming: How, what and why not? Physical Therapy in Sport, 53, 51–59. https://doi.org/10.1016/j.ptsp.2021.11.005
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.
Bourdon, P. C., Cardinale, M., Murray, A., Gastin, P., Kellmann, M., Varley, M. C., Gabbett, T. J., Coutts, A. J., Bur-gess, D. J., Gregson, W., & Cable, N. T. (2017). Monitoring athlete training loads: Consensus statement. International Journal of Sports Physiology and Performance, 12(May), 161–170. https://doi.org/10.1123/IJSPP.2017-0208
Bowen, L., Gross, A. S., Gimpel, M., & Li, F. X. (2017). Accumulated workloads and the acute: chronic workload ratio relate to injury risk in elite youth football players. British journal of sports medicine, 51(5), 452-459.
Bradley, P. S., Sheldon, W., Wooster, B., Olsen, P., Boanas, P., & Krustrup, P. (2009). High-intensity running in English FA Premier League soccer matches. Journal of sports sciences, 27(2), 159-168.
Buchheit, M. (2016). Applying the acute : chronic workload ratio in elite football : worth the effort ? 5–8.
Buchheit, M. (2016). Applying the acute: chronic workload ratio in elite football : worth the effort ? 5–8.
Campbell, B. I., Bove, D., Ward, P., Vargas, A., & Dolan, J. (2017). Quantification of training load and training response for improving athletic performance. Strength and Conditioning Journal, 39(5), 3–13.
Campbell, B. I., Bove, D., Ward, P., Vargas, A., & Dolan, J. (2017). Quantification of training load and training response for improving athletic performance. Strength and Conditioning Journal, 39(5), 3–13. https://doi.org/10.1519/SSC.0000000000000334
Canlan, A. A. T. S., En, N. E. A. L. W., & Ucker, P. A. S. T. (2014). T r b i e t l m d b t. 28(9), 2397–2405.
Carling, C., Bloomfield, J., Nelsen, L., & Reilly, T. (2008). The role of motion analysis in elite soccer: contemporary per-formance measurement techniques and work rate data. Sports medicine, 38, 839-862.
Carling, C., Gall, F. Le, & Dupont, G. (2011). Are physical performance and injury risk in a professional soccer team in match-play affected over a prolonged period of fixture congestion ? October, 1–24.
Di Salvo, V., Gregson, W., Atkinson, G., Tordoff, P., & Drust, B. (2009). Analysis of high intensity activity in Premier League soccer. International journal of sports medicine, 30(03), 205-212.
Drew, M. K., & Finch, C. F. (2016). The Relationship Between Training Load and Injury, Illness and Soreness: A Systemat-ic and Literature Review. Sports Medicine, 46(6), 861–883.
Drew, M. K., & Finch, C. F. (2016). The Relationship Between Training Load and Injury, Illness and Soreness: A Systemat-ic and Literature Review. Sports Medicine, 46(6), 861–883. https://doi.org/10.1007/s40279-015-0459-8
Dupont, G., Nedelec, M., Mccall, A., & Mccormack, D. (2010). Effect of 2 Soccer Matches in a Week on Physical Perfor-mance and Injury Rate. September. https://doi.org/10.1177/0363546510361236
Eds, J. B., & Coutts, A. J. (2018). Coutts , A . J ., Crowcroft , S ., & Kempton , T . ( 2018 ). Developing athlete monitor-ing systems : Theoretical basis and practical applications . In M . Chapter 2 : Developing Athlete Monitoring Systems : Theoretical Basis and Practical Applications Aar. October, 1–20.
Eirale, C., Tol, J. L., Farooq, A., Smiley, F., & Chalabi, H. (2013). Low injury rate strongly correlates with team success in Qatari professional football. British Journal of Sports Medicine, 47(12), 807–808. https://doi.org/10.1136/bjsports-2012-091040
Ekstrand, J., Hägglund, M., & Waldén, M. (2011). Injury incidence and injury patterns in professional football : the UEFA injury study. 553–559. https://doi.org/10.1136/bjsm.2009.060582
Fatouros, I. G., Chatzinikolaou, A., Ispirlidis, I., Jamurtas, A. Z., Nikolaidis, M. G., Michailidis, I., Douroudos, I., Mar-gonis, K., & Taxildaris, K. (2008). Time-course of Changes in Inflammatory and Performance Responses Following a Soccer Game. Medicine & Science in Sports & Exercise, 40(5), S432. https://doi.org/10.1249/01.mss.0000322840.72766.9f
Faude, O., Schnittker, R., Schulte-Zurhausen, R., Müller, F., & Meyer, T. (2013). High intensity interval training vs. high-volume running training during pre-season conditioning in high-level youth football: a cross-over trial. Journal of Sports Sciences, 31(13), 1441-1450.
Fitzgerald, D., Beckmans, C., Joyce, D., & Mills, K. (2019). The influence of sleep and training load on illness in nationally competitive male Australian Football athletes: A cohort study over one season. Journal of Science and Medicine in Sport, 22(2), 130–134. https://doi.org/10.1016/j.jsams.2018.06.011
Gabbett, T. J. (2016). The training-injury prevention paradox: Should athletes be training smarter and harder? British Jour-nal of Sports Medicine, 50(5), 273–280. https://doi.org/10.1136/bjsports-2015-095788
Gabbett, T. J., Hulin, B. T., Blanch, P., & Whiteley, R. (2016). High training workloads alone do not cause sports injuries: how you get there is the real issue. British journal of sports medicine, 50(8), 444-445.
Gómez-Carmona, C. D., Bastida-Castillo, A., Ibáñez, S. J., & Pino-Ortega, J. (2020). Accelerometry as a method for ex-ternal workload monitoring in invasion team sports. A systematic review. PLoS ONE, 15(8 August), 1–25. https://doi.org/10.1371/journal.pone.0236643
González, J. R., Cáceres, A., Ferrer, E., Balagué-Dobón, L., Escribà-Montagut, X., Sarrat-González, D., Quintás, G., & Rodas, G. (2024). Predicting Injuries in Elite Female Football Players With Global-Positioning-System and Multiomics Data. International Journal of Sports Physiology and Performance, 1–9. https://doi.org/10.1123/ijspp.2023-0184
Hallinger, P., & Kovacevic, J. (2021). Science mapping the knowledge base in educational leadership and management: A longitudinal bibliometric analysis, 1960 to 2018. Educational Management Administration & Leadership, 49(1), 5e30.
Halson, S. L. (2014). Monitoring Training Load to Understand Fatigue in Athletes. Sports Medicine, 44, 139–147. https://doi.org/10.1007/s40279-014-0253-z
Hammami, M. A., Abderrahman, A. B., Hackney, A. C., Kebsi, W., Owen, A. L., Nebigh, A., ... & Zouhal, H. (2017). Hormonal (cortical-gonadotropic axis) and physical changes with two years intense exercise training in elite young soc-cer players. The Journal of Strength & Conditioning Research, 31(9), 2388-2397.
Helgerud, J., Rodas, G., Kemi, O. J., & Hoff, J. (2011). Strength and endurance in elite football players. International Journal of Sports Medicine, 32(9), 677–682. https://doi.org/10.1055/s-0031-1275742
Impellizzeri, F. M., Marcora, S. M., Castagna, C., Reilly, T., Sassi, A., Iaia, F. M., & Rampinini, E. (2006). Physiological and performance effects of generic versus specific aerobic training in soccer players. International journal of sports medi-cine, 27(06), 483-492.
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.
Jiang, Z., Hao, Y., Jin, N., & Li, Y. (2022). A Systematic Review of the Relationship between Workload and Injury Risk of Professional Male Soccer Players.
Kariyawasam, A., Ariyasinghe, A., Rajaratnam, A., & Subasinghe, P. (2019). Comparative study on skill and health related physical fitness characteristics between national basketball and football players in Sri Lanka. BMC Research Notes, 12(1), 1–5. https://doi.org/10.1186/s13104-019-4434-6
Ketut Yoda, I., Festiawan, R., Ihsan, N., & Okilanda, A. (2024). Effectiveness of Motor Learning Model Based on Local Wisdom in Improving Fundamental Skills. Retos, 57, 881–886. https://doi.org/10.47197/retos.v57.106807
Lloyd, R. S., Oliver, J. L., Faigenbaum, A. D., Myer, G. D., & Croix, M. B. D. S. (2014). Chronological age vs. biological maturation: implications for exercise programming in youth. The Journal of Strength & Conditioning Research, 28(5), 1454-1464.
Malone, J. J., Di Michele, R., Morgans, R., Burgess, D., Morton, J. P., & Drust, B. (2015). Seasonal training-load quantifi-cation in elite English premier league soccer players. International journal of sports physiology and performance, 10(4), 489-497.
McLaren, S. J., Macpherson, T. W., Coutts, A. J., Hurst, C., Spears, I. R., & Weston, M. (2018). The Relationships Be-tween Internal and External Measures of Training Load and Intensity in Team Sports: A Meta-Analysis. Sports Medicine, 48(3), 641–658. https://doi.org/10.1007/s40279-017-0830-z
Mohr, M., Krustrup, P., & Bangsbo, J. (2003). Match performance of high-standard soccer players with special reference to development of fatigue. Journal of sports sciences, 21(7), 519-528.
Murray, A. (2017). Managing the training load in adolescent athletes. International Journal of Sports Physiology and Per-formance, 12(December 2016), 42–49. https://doi.org/10.1123/ijspp.2016-0334
Ndlec, M., McCall, A., Carling, C., Legall, F., Berthoin, S., & Dupont, G. (2012). Recovery in Soccer: Part I-post-match fatigue and time course of recovery. Sports Medicine, 42(12), 997–1015. https://doi.org/10.2165/11635270-000000000-00000
Osgnach, C., Poser, S., Bernardini, R., Rinaldo, R., & Di Prampero, P. E. (2010). Energy cost and metabolic power in elite soccer: a new match analysis approach. Med Sci Sports Exerc, 42(1), 170-178.
Pan et al., 2022. A bibliometric analysis of the teacher leadership scholarship
Rossi, A., Pappalardo, L., Cintia, P., Iaia, F. M., Fernández, J., & Medina, D. (2018). Effective injury forecasting in soccer with GPS training data and machine learning. PloS one, 13(7), e0201264.
Sanders, D., Abt, G., Hesselink, M. K. C., Myers, T., & Akubat, I. (2017). Methods of monitoring training load and their relationships to changes in fitness and performance in competitive road cyclists. International Journal of Sports Physiolo-gy and Performance, 12(5), 668–675. https://doi.org/10.1123/ijspp.2016-0454
Scanlan, A.T., Wen, N., Tucker, P.S., & Dalbo, V. (2014). The relationship between internal and external training load models during basketball training. Journal of Strength and Conditioning Research 28(9):p 2397-2405, 10.1519/JSC.0000000000000458.
Soligard, T., Schwellnus, M., Alonso, J. M., Bahr, R., Clarsen, B., Dijkstra, H. P., Gabbett, T., Gleeson, M., Hägglund, M., Hutchinson, M. R., Janse Van Rensburg, C., Khan, K. M., Meeusen, R., Orchard, J. W., Pluim, B. M., Raftery, M., Budgett, R., & Engebretsen, L. (2016). How much is too much? (Part 1) International Olympic Committee consen-sus statement on load in sport and risk of injury. British Journal of Sports Medicine, 50(17), 1030–1041. https://doi.org/10.1136/bjsports-2016-096581
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
Stølen, T., Chamari, K., Castagna, C., & Wisløff, U. (2005). Physiology of soccer: An update. Sports Medicine, 35(6), 501–536. https://doi.org/10.2165/00007256-200535060-00004
Tigre, 2023. Digital Leadership: A Bibliometric Analysis
van Eck, N. J., & Waltman, L. (2020). VOS viewer. Universiteit Leiden. version 1.6.16.
Windt, J., & Gabbett, T. J. (2016). How do training and competition workloads relate to injury ? The workload — injury aetiology model. 1–9. https://doi.org/10.1136/bjsports-2016-096040
Wing, C. (2018). Monitoring athlete load: Data collection methods and practical recommendations. Strength and Condi-tioning Journal, 40(4), 26–39. https://doi.org/10.1519/SSC.0000000000000384
Zouhal, H., Boullosa, D., Ramirez-campillo, R., & Ali, A. (2021). Editorial : Acute : Chronic Workload Ratio : Is There Scientific Evidence ? 12(May), 10–13. https://doi.org/10.3389/fphys.2021.669687
Descargas
Publicado
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
