Technological systems and applications for internal and external workload monitoring in soccer

Authors

  • George Panagiotou European University of Cyprus

Keywords:

Training load, internal load, external load, general adaptation syndrome, global positioning system

Abstract

Training load (TL) monitoring is normally applied to assess the physical work an athlete performs in training (i.e., external load) and the athlete’s within-training response to that physical work (i.e., internal load). The aim of physiological load monitoring is to assess and manage the overall stress that each player bears through internal and external challenges during the pre-season and in-season. The above challenges lead to a disturbance of the body's homeostasis through a variety of physio-chemical responses which, in terms of their training and competition spectrum, are explained through the "General Adaptation Syndrome". The external and internal stresses that determine the stress imposed on footballers are determined by spatio-temporal positioning systems during training and competition. The extensive use of physiological load recording tools and methods in football is essentially aimed at individualizing training to improve competitive performance and reduce the risk of injury by focusing on aspects related to athletic performance, physiological status, biochemical profile and mental acuity. In this context, in addition to analysing biological samples, recording physiological indicators and using individual psychometric tools and other scales, Global Positioning System (GPS) technology and its interface with other microelectromechanical sensors have been significantly developed and adapted to football. All of the above allows for multidimensional recording of direct and resultant quantities, which are statistically analysed to give a direct and complete picture of the footballer's response to the challenges to which he is exposed.

References

Akenhead, R., & Nassis, G. P. (2016). Training load and player monitoring in high-level football: current practice and perceptions. International journal of sports physiology and performance, 11(5), 587-593.

Bourdon, P. C., Cardinale, M., Murray, A., Gastin, P., Kellmann, M., Varley, M. C., ... & Cable, N. T. (2017). Monitoring athlete training loads: consensus statement. International journal of sports physiology and performance, 12(s2), S2-161.

Buchheit, M., & Simpson, B. M. (2017). Player-tracking technology: half-full or half-empty glass?. International journal of sports physiology and performance, 12(s2), S2-35.

Cardinale, M., & Varley, M. C. (2017). Wearable training-monitoring technology: applications, challenges, and opportunities. International journal of sports physiology and performance, 12(s2), S2-55.

Coyle, E. F. (2000). Physical activity as a metabolic stressor. The American journal of clinical nutrition, 72(2), 512S-520S.

Gabbett, T. J. (2010). The development and application of an injury prediction model for noncontact, soft-tissue injuries in elite collision sport athletes. The Journal of Strength & Conditioning Research, 24(10), 2593-2603.

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.

Gómez-Carmona, C. D., Bastida-Castillo, A., Ibáñez, S. J., & Pino-Ortega, J. (2020). Accelerometry as a method for external workload monitoring in invasion team sports. A systematic review. PloS one, 15(8), e0236643.

Hackney, A. C. (2006). Exercise as a stressor to the human neuroendocrine system. Medicina (Kaunas), 42(10), 788-97.

Hägglund, M., Waldén, M., Magnusson, H., Kristenson, K., Bengtsson, H., & Ekstrand, J. (2013). Injuries affect team performance negatively in professional football: an 11-year follow-up of the UEFA Champions League injury study. British journal of sports medicine, 47(12), 738-742.

Hennessy, L., & Jeffreys, I. (2018). The current use of GPS, its potential, and limitations in soccer. Strength & Conditioning Journal, 40(3), 83-94.

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.

Jeffries, A. C., Marcora, S. M., Coutts, A. J., Wallace, L., McCall, A., & Impellizzeri, F. M. (2021). Development of a revised conceptual framework of physical training for use in research and practice. Sports Medicine, 1-16.

Juruena, M. F., Eror, F., Cleare, A. J., & Young, A. H. (2020). The role of early life stress in HPA axis and anxiety. Anxiety disorders: Rethinking and understanding recent discoveries, 141-153.

Malone, J. J., Lovell, R., Varley, M. C., & Coutts, A. J. (2017). Unpacking the black box: applications and considerations for using GPS devices in sport. International journal of sports physiology and performance, 12(s2), S2-18.

Miguel, M., Oliveira, R., Loureiro, N., García-Rubio, J., & Ibáñez, S. J. (2021). Load measures in training/match monitoring in soccer: A systematic review. International Journal of Environmental Research and Public Health, 18(5), 2721.

Pantelopoulos, A., & Bourbakis, N. G. (2009). A survey on wearable sensor-based systems for health monitoring and prognosis. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 40(1), 1-12.

Quarrie, K. L., Raftery, M., Blackie, J., Cook, C. J., Fuller, C. W., Gabbett, T. J., ... & Tucker, R. (2017). Managing player load in professional rugby union: a review of current knowledge and practices. British Journal of Sports Medicine, 51(5), 421-427.

Selye, H. (1946). The general adaptation syndrome and the diseases of adaptation. The journal of clinical endocrinology, 6(2), 117-230.

Selye, H. (1950). Stress and the general adaptation syndrome. British medical journal, 1(4667), 1383.

Seshadri, D. R., Li, R. T., Voos, J. E., Rowbottom, J. R., Alfes, C. M., Zorman, C. A., & Drummond, C. K. (2019). Wearable sensors for monitoring the internal and external workload of the athlete. NPJ digital medicine, 2(1), 71.

Stares, J., Dawson, B., Peeling, P., Heasman, J., Rogalski, B., Drew, M., ... & Lester, L. (2018). Identifying high risk loading conditions for in-season injury in elite Australian football players. Journal of science and medicine in sport, 21(1), 46-51.

Watson, A., Brickson, S., Brooks, A., & Dunn, W. (2017). Subjective well-being and training load predict in-season injury and illness risk in female youth soccer players. British journal of sports medicine, 51(3), 194-199.

Published

2023-09-24

How to Cite

Παναγιώτου Γ. (2023). Technological systems and applications for internal and external workload monitoring in soccer. Exercise and Society, 2, 110–117. Retrieved from http://83.212.133.37/ojs/index.php/ExSoc/article/view/516

Issue

Section

PART II: NOVEL TECHNOLOGIES OF WORKLOAD MONITORING IN SOCCER