Differences in the external and internal load according to the player’s position

Authors

  • Diogo Tereso - Polytechnic University of Castelo Branco; SPRINT – Sport Physical Activity and Health Research & Innovation Center | Centro de Investigação & Inovação em Desporto Atividade Física e Saúde | Portugal | FCT – Fundação para a Ciência e a Tecnologia | Portuguese Foundation for Science and Technology | UID/06185/2025 (https://doi.org/10.54499/UID/06185/2025) | UID/PRR/06185/2025 (https://doi.org/10.54499/UID/PRR/06185/2025) | UID/PRR2/06185/2025
  • Rui Paulo Polytechnic University of Castelo Branco; SPRINT – Sport Physical Activity and Health Research & Innovation Center | Centro de Investigação & Inovação em Desporto Atividade Física e Saúde | Portugal | FCT – Fundação para a Ciência e a Tecnologia | Portuguese Foundation for Science and Technology | UID/06185/2025 (https://doi.org/10.54499/UID/06185/2025) | UID/PRR/06185/2025 (https://doi.org/10.54499/UID/PRR/06185/2025) | UID/PRR2/06185/2025 https://orcid.org/0000-0002-2949-4564
  • Sergio J. Ibáñez Training Optimization and Sports Performance Research Group (GOERD), Faculty of Sport Science, University of Extremadura, 10005 Cáceres, Spain https://orcid.org/0000-0001-6009-4086
  • Mário C. Espada Polytechnic University of Setúbal, School of Education. Campus of UNIPS Estefanilha, 2910 761 Setúbal, Portugal 4 Sport Physical Activity and Health Research & Innovation Center (SPRINT), Sport Sciences School of Rio Maior (ESDRM), Polytechnic University of Santarém and School of Education (ESE), Polytechnic University of Beja. 5 Interdisciplinary Center for the Study of Human Performance (CIPER), Faculty of Human Kinetics, University of Lisbon, Cruz Quebrada-Dafundo, 1499-002 Lisbon, Portugal. 6 Comprehensive Health Research Centre (CHRC), University of Évora, 7000-645 Évora, Portugal. 7 Sports Sciences Laboratory (LAB-ISCE Human Performance Center), Department of Sport Sciences, ISCE-Polytechnic University of Lisbon and Tagus Valley, 2620-379 Lisbon, Portugal. https://orcid.org/0000-0002-4524-4784
  • Víctor Hernández-Beltrán Training Optimization and Sports Performance Research Group (GOERD), Faculty of Sport Science, University of Extremadura, 10005 Cáceres, Spain https://orcid.org/0000-0002-7449-5734
  • José M. Gamonales 2 Training Optimization and Sports Performance Research Group (GOERD), Faculty of Sport Science, University of Extremadura, 10005 Cáceres, Spain; 8 Faculty of Education and Psychology, University of Extremadura 06006 Badajoz, Spain (J.M.G.) 9 Instituto Universitario de Investigación e Innovación en el Deporte (INIDE). Universidad de Extremadura. Cáceres, España. https://orcid.org/0000-0002-2444-1535

DOI:

https://doi.org/10.47197/retos.v85.120195

Keywords:

performance, player position, football, load

Abstract

Background/Objectives: the load analysis in football has consolidated as an essential factor for optimising performance and reducing the injury risk in players at different competitive levels. External and internal loads in football present significant changes according to the player position, and these differences must be considered in the training plan and periodization of the load during the season and in injury prevention. The study aimed to evaluate and compare external, internal, and neuromuscular load in senior football players in Portugal across different players’ positions.

Methods: Wimu ProTM (Hudl, Nebraska, United States) and Garmin Heart Rate bands (Garmin International Inc., Kansas, USA) were used to quantify and evaluate the external and internal load of the players. A total of 121 athletes were assessed which were divided into 5 player positions.

Results: significant differences were observed between players’ positions across several external and neuromuscular load variables (p >0.001). Considering the distance, midfields reported higher mean values (118.20±12.41) compared to the other positions. Considering the Player Load, significant differences were reported among the different positions (p <0.001; ε² = 0.285) and Total Impacts/min (p <0.001; ε² = 0.312). Regarding the internal load (heart rate), a significant difference was observed for the variable Avg. HR (bpm) (p = 0.024; ε² = 0.062) when comparing GK with all the other positions. In the same line, the GKs were those who reflected the lowest values according to the Avg. HR.

Conclusions: the inclusion of kinematics, neuromuscular, and cardiac variables allows the coaching staff a higher comprehension of the sports performance and facilitates the decision-making of the performance manager.

References

Alanen, A.-M., Gibson, E., Critchley, M., Benson, L., Jordan, M. J., Ferber, R., & Pasanen, K. (2023). Diffe-rences in Situational Patterns During Change of Direction Movements Greater than 90° in Youth Male and Female Soccer Players. Journal of Human Kinetics, 89, 149–160. https://doi.org/10.5114/jhk/169524

Altundağ, E., Soylu, Ç., Yıldız, B. K., Sağıroğlu, İ., & Akyıldız, Z. (2025). Positional Differences in Internal and External Training Load Metrics in Elite Football Academy League Players. Journal of Physi-cal Education and Sports Studies, 17(1), 88–98. https://doi.org/10.55929/besad.1638831

Altundağ, E., Yıldız, M., & Alemdaroğlu, U. (2025). Positional differences in internal and external load during official matches in elite U17 soccer players. Journal of Human Kinetics, 92(1), 45–56.

Babic, M., Holienka, M., & Mikulič, M. (2018). Internal load of soccer goalkeepers during the improve-ment of selected game activities. Journal of Physical Education and Sport, 18(3), 1731–1737.

Bourdon, P. C., Cardinale, M., Murray, A., Gastin, P., Kellmann, M., Varley, M. C., Gabbett, T. J., Coutts, A. J., Burgess, D. J., Gregson, W., & Cable, N. T. (2017). Monitoring athlete training loads: consensus statement. International Journal of Sports Physiology and Performance, 12(s2), 161–170. https://doi.org/10.1123/IJSPP.2017-0208

Cavaca, M. L., Valamatos, M. J., Carita, A. I., Marques, T., Pinho, G. R., & Fatela, P. (2025). External training load dynamic during short-term and long-term periods in an elite football team. Sport Sciences for Health, 21(3), 2115–2123. https://doi.org/10.1007/s11332-025-01440-8

Clemente, F., Aquino, R., Praça, G. M., Rico-González, M., Oliveira, R., Filipa Silva, A., Sarmento, H., & Afonso, J. (2022). Variability of internal and external loads and technical/tactical outcomes dur-ing small-sided soccer games: a systematic review. Biology of Sport, 39(3), 647–672. https://doi.org/10.5114/biolsport.2022.107016

Cohen, J. (2013). Statistical Power Analysis for the Behavioral Sciences (2nd Edition). Routledge. https://doi.org/10.4324/9780203771587

Coutinho, D., Oliveira, D., Lisboa, P., Campos, F., Nakamura, F. Y., Baptista, J., & Abade, E. (2024). Weekly external load distribution in football teams of different competitive levels. Biology of Sport, 41(4), 155–164. https://doi.org/10.5114/biolsport.2024.133668

Coutts, A. J., Rampinini, E., Marcora, S. M., Castagna, C., & Impellizzeri, F. M. (2009). Heart rate and blood lactate correlates of perceived exertion during small-sided soccer games. Journal of Science and Medicine in Sport, 12(1), 79–84. https://doi.org/10.1016/j.jsams.2007.08.005

Espada, M. C., Gamonales, J. M., Verardi, C. E. L., Pessôa Filho, D. M., Ferreira, C. C., Robalo, R. A. M., Dias, A. A. P., Hernández-Beltrán, V., & Santos, F. J. (2023). The effect of pitch size manipulation dur-ing small sided-games performed by different age category football players: a pilot study. Jour-nal of Men’s Health, 19(11), 1–10. https://doi.org/10.22514/jomh.2023.110

Filter, A., Olivares-Jabalera, J., Dos’Santos, T., Madruga, M., Lozano, J., Molina, A., Santalla, A., Requena, B., & Loturco, I. (2023). High-intensity Actions in Elite Soccer: Current Status and Future Perspec-tives. International Journal of Sports Medicine, 44(8), 535–544. https://doi.org/10.1055/a-2013-1661

Font, R., Karcher, C., Reche, X., Carmona, G., Tremps, V., & Irurtia, A. (2021). Monitoring external load in elite male handball players depending on playing positions. Biology of Sport, 38(3), 475–481. https://doi.org/10.5114/biolsport.2021.101123

Gamonales, J. M., Hernández-Beltrán, V., Escudero-Tena, A., & Ibáñez, S. J. (2023a). Analysis of the Ex-ternal and Internal Load in Professional Basketball Players. Sport, 11(10), 195. https://doi.org/10.3390/sports11100195

Gamonales, J. M., Hernández-Beltrán, V., Escudero-Tena, A., & Ibáñez, S. J. (2023b). Analysis of the train-ing tasks of a professional basketball team. E-Motion: Revista de Educación, Motricidad e Inves-tigación, (20), 43–56. https://doi.org/10.33776/remo.vi20.7738

Gamonales, J. M., León, K., Arias-García, F., Sánchez-Ureña, B., & Muñoz-Jiménez, J. (2022). Analysis of the self-defined profile and mode of action of the coaches in school age. Retos, 46, 467-479. https://doi.org/10.47197/retos.v46.93665

Georgiadis, G., Van Gaal Appelhof, R., Stoop, R., Peters, J., & Essers, J. (2024). Association between Exter-nal Load and Injury Incidence in Professional and Elite-Youth Football Players. Physical Educa-tion and Sports: Studies and Research, 3(1), 10–25. https://doi.org/10.56003/pessr.v3i1.316

Gómez-Carmona, C. D., Bastida-Castillo, A., González-Custodio, A., Olcina, G., & Pino-Ortega, J. (2020). Using an inertial device (WIMU PRO) to quantify neuromuscular load in running: reliability, convergent validity, and influence of type of surface and device location. Journal of Strength and Conditioning Research, 34(2), 365–373. https://doi.org/10.1519/JSC.0000000000003106

Harriss, D. J., Jones, C., & MacSween, A. (2022). Ethical Standards in Sport and Exercise Science Re-search: 2022 Update. International Journal of Sports Medicine, 43(13), 1065–1070. https://doi.org/10.1055/a-1957-2356

Hernández-Beltrán, V., Becerra-Patiño, B. A., Perdomo-Alonso, A., Bargueiras-Martínez, J., Gómez-Carrero, S., Espada, M. C., & Gamonales, J. M. (2024). Characterization of the External Load of Soccer Goalkeepers Depending on the Category and Sports Context. Sports, 12(12), 318. https://doi.org/10.3390/sports12120318

Ho, R. (2013). Handbook of Univariate and Multivariate Data Analysis with IBM SPSS (CRC Press). CRC Press.

Ibáñez, S. J., & Feu, S. (2026). Research designs in Sports Science. E-Balonmano Com, Journal of Sports Science, 22(1), 1–44. https://doi.org/10.17398/1885-7019.22.1

Ibáñez, S. J., Gómez-Carmona, C. D., & Mancha-Triguero, D. (2022). Individualization of Intensity Thresholds on External Workload Demands in Women’s Basketball by K-Means Clustering: Dif-ferences Based on the Competitive Level. Sensors, 22(1), 324. https://doi.org/10.3390/s22010324

Ibáñez, S. J., López-Sierra, P., Lorenzo, A., & Feu, S. (2023). Kinematic and Neuromuscular Ranges of External Loading in Professional Basketball Players during Competition. Applied Sciences, 13(21), 11936. https://doi.org/10.3390/app132111936

Ingebrigtsen, J., Dalen, T., Hjelde, G. H., Drust, B., & Wisløff, U. (2015). Acceleration and sprint profiles of a professional elite football team in match play. European Journal of Sport Science, 15(2), 101–110. https://doi.org/10.1080/17461391.2014.933879

Izquierdo, J. M., Marqués-Jiménez, D., & Redondo, J. C. (2023). Running demands and tactical individual actions of wingers appear to depend on the playing formations within an amateur football team. Scientific Reports, 13(1), 8927. https://doi.org/10.1038/s41598-023-36157-6

Kisilewicz, A., Smoter, M., & Trybulski, R. (2026). Physiological determinants of heart rate responses and bout-to-bout stability during 2v2 and 4v4 small-sided games in football players. Frontiers in Public Health, 14. https://doi.org/10.3389/fpubh.2026.1766471

López-Sierra, P., Hernández-Beltrán, V., Gamonales, J. M., & Ibáñez, S. J. (2026). Basketball load man-agement according to match day during the preseason. Sport Sciences for Health, 22(2), 183. https://doi.org/10.1007/s11332-026-01786-7

Macedo, A. G., Almeida, T. A. F., Massini, D. A., de Oliveira, D. M., Espada, M. C., Robalo, R. A. M., Hernández-Beltrán, V., Gamonales, J. M., Vilela Terra, A. M. S., & Pessôa Filho, D. M. (2024). Load Monitoring Methods for Controlling Training Effectiveness on Physical Conditioning and Plan-ning Involvement: A Narrative Review. Applied Sciences, 14(22), 10465. https://doi.org/10.3390/app142210465

Mäkiniemi, J. K., Savolainen, E. H. J., Finni, T., & Ihalainen, J. (2023). Position specific physical demands in different phases of competitive matches in national level women’s football. Biology of Sport, 40(3), 629–637. https://doi.org/10.5114/biolsport.2023.118337

McGuigan, M. (2017). Monitoring Training and Performance in Athletes. Human Kinetics.

Miguel, M., Oliveira, R., Brito, J. P., Loureiro, N., García-Rubio, J., & Ibáñez, S. J. (2022). External Match Load in Amateur Soccer: The Influence of Match Location and Championship Phase. Healthcare, 10(4), 594. https://doi.org/10.3390/healthcare10040594

Modena, R., & Schena, F. (2024). External training load and performance recovery after small-sided games in soccer: Insights for return-to-play management. AIMS Public Health, 11(1), 315–329. https://doi.org/10.3934/publichealth.2024016

Modena, R., Togni, A., Fanchini, M., Pellegrini, B., & Schena, F. (2021). Influence of pitch size and goal-keepers on external and internal load during small-sided games in amateur soccer players. Sport Sciences for Health, 17(3), 797–805. https://doi.org/10.1007/s11332-021-00766-3

Modric, T., Versic, S., Sekulic, D., & Liposek, S. (2019). Analysis of the Association between Running Per-formance and Game Performance Indicators in Professional Soccer Players. International Journal of Environmental Research and Public Health, 16(20), 4032. https://doi.org/10.3390/ijerph16204032

Mohd Razali, N. (2011). Power comparisons of Shapiro-Wilk, Kolmogorov-Smirnov, Lilliefors and An-derson-Darling tests. Journal of Statistical Modeling and Analytics, 2(1), 21–33.

Morgans, R., Mandorino, M., Beato, M., Ryan, B., Zmijewski, P., Moreira, A., Ceylan, H., & Oliveira, R. (2025). Contextualized high-speed running and sprinting during English Premier League match-play with reference to possession, positional demands and opponent ranking. Biology of Sport, 42(3), 119–127. https://doi.org/10.5114/biolsport.2025.147011

O’Donoghue, P. (2010). Research Methods for Sports Performance Analysis. Routledge.

Oliveira, R., Brito, J. P., Fernandes, R., Espada, M. C., Santos, F. J., Nalha, M., Zmijewski, P., & Morgans, R. (2025). Comparison of external load during differing microcycle structures across two compet-itive seasons in elite female Portuguese soccer players. Frontiers in Sports and Active Living, 7(1608382). https://doi.org/10.3389/fspor.2025.1608382

Palucci Vieira, L. H., Carling, C., Barbieri, F. A., Aquino, R., & Santiago, P. R. P. (2019). Match Running Per-formance in Young Soccer Players: A Systematic Review. Sports Medicine, 49(2), 289–318. https://doi.org/10.1007/s40279-018-01048-8

Panduro, J., Ermidis, G., Røddik, L., Vigh‐Larsen, J. F., Madsen, E. E., Larsen, M. N., Pettersen, S. A., Krustrup, P., & Randers, M. B. (2022). Physical performance and loading for six playing posi-tions in elite female football: full‐game, end‐game, and peak periods. Scandinavian Journal of Medicine & Science in Sports, 32(S1), 115–126. https://doi.org/10.1111/sms.13877

Penalva-Salmerón, F. J., Crespo, M., Martínez-Gallego, R., Ramón-Llin, J., & Guzmán, J. F. (2026). External Load in High-Level Tennis Training: Influence of Game-Specific Drills in Junior and Professional Players Across Playing Situations. Applied Sciences, 16(1), 492. https://doi.org/10.3390/app16010492

Pillitteri, G., Giustino, V., Petrucci, M., Rossi, A., Bellafiore, M., Thomas, E., Iovane, A., Bianco, A., Palma, A., & Battaglia, G. (2023). External load profile during different sport-specific activities in semi-professional soccer players. BMC Sports Science, Medicine and Rehabilitation, 15(1), 22. https://doi.org/10.1186/s13102-023-00633-3

Pillitteri, G., Petrigna, L., Ficarra, S., Giustino, V., Thomas, E., Rossi, A., Clemente, F. M., Paoli, A., Petrucci, M., Bellafiore, M., Palma, A., & Battaglia, G. (2024). Relationship between external and internal load indicators and injury using machine learning in professional soccer: a systematic review and meta-analysis. Research in Sports Medicine, 32(6), 902–938. https://doi.org/10.1080/15438627.2023.2297190

Pino-Ortega, J., Oliva-Lozano, J. M., Gantois, P., Nakamura, F. Y., & Rico-González, M. (2022). Compari-son of the validity and reliability of local positioning systems against other tracking technolo-gies in team sport: A systematic review. Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology, 236(2), 73–82. https://doi.org/10.1177/1754337120988236

Reina, M., García-Rubio, J., Esteves, P. T., & Ibáñez, S. J. (2020). How external load of youth basketball players varies according to playing position, game period and playing time. International Jour-nal of Performance Analysis in Sport, 1–14. https://doi.org/10.1080/24748668.2020.1818973

Saberisani, R., Barati, A. H., Zarei, M., Santos, P., Gorouhi, A., Ardigò, L. P., & Nobari, H. (2025). Prediction of football injuries using GPS-based data in Iranian professional football players: a machine learning approach. Frontiers in Sports and Active Living, 7. https://doi.org/10.3389/fspor.2025.1425180

Santos, F., Clemente, F. M., Sarmento, H., Ferreira, C., Figueiredo, T., Hernández-Beltrán, V., Gamonales, J. M., & Espada, M. (2024). External load of different format small-sided games in youth football players in relation to age. International Journal of Sports Science & Coaching, 19(5), 2024–2034. https://doi.org/10.1177/17479541241231485

Sarmento, H., Martinho, D. V., Gouveia, É. R., Afonso, J., Chmura, P., Field, A., Savedra, N. O., Oliveira, R., Praça, G., Silva, R., Barrera-Díaz, J., & Clemente, F. M. (2024). The Influence of Playing Position on Physical, Physiological, and Technical Demands in Adult Male Soccer Matches: A Systematic Scoping Review with Evidence Gap Map. Sports Medicine, 54(11), 2841–2864. https://doi.org/10.1007/s40279-024-02088-z

Slimani, M., & Nikolaidis, P. T. (2017). Anthropometric and Physiological Characteristics of Male Soccer Players According to their Competitive Level, Playing Position and Age Group: A Systematic Review. Journal of Sports Medicine and Physical Fitness, 59(1), 141–163.

Tan, B., Hu, A., & Zheng, Y. (2025). Exploring The Physiological and Physical Basis of RPE Responses in Soccer: A Comparative Analysis of Internal and External Load Determinants Across Different Training Drills. Journal of Sports Science and Medicine, 24(4), 881–890. https://doi.org/10.52082/jssm.2025.881

Tereso, D., Gamonales, J. M., Hernández-Beltrán, V., & Paulo, R. (2026). Assessment of Internal Load and External Load in Senior Football Players: Differences Between Competitive Levels. Journal of Functional Morphology and Kinesiology, 11(2), 242. https://doi.org/10.3390/jfmk11020242

Tienza-Valverde, A., Hernández-Beltrán, V., Espada, M. C., Bravo-Sánchez, A., Santos, F. J., & Gamonales, J. M. (2023). Analysis of individual performance indicators of football goalkeeper. Apunts Sports Medicine, 58(219), 100420. https://doi.org/10.1016/j.apunsm.2023.100420

Tierney, P. J., Young, A., Clarke, N. D., & Duncan, M. J. (2016). Match play demands of 11 versus 11 pro-fessional football using Global Positioning System tracking: Variations across common playing formations. Human Movement Science, 49, 1–8. https://doi.org/10.1016/j.humov.2016.05.007

Tomczak, M., & Tomczak, E. (2014). The need to report effect size estimates revisited. An overview of some recommended measures of effect size. Trends in Sport Sciences, 1(21), 19–25.

Toro-Román, V., Grijota, F. J., Muñoz, D., Maynar-Mariño, M., Clemente-Gil, S., & Robles-Gil, M. C. (2023). Anthropometry, Body Composition, and Physical Fitness in Semi-Professional Soccer Players: Differences between Sexes and Playing Position. Applied Sciences, 13(3), 1249. https://doi.org/10.3390/app13031249

Vega, J. M., Gonzalez-Artetxe, A., Aguinaco, J. A., & Los Arcos, A. (2020). Assessing the Anthropometric Profile of Spanish Elite Reserve Soccer Players by Playing Position over a Decade. International Journal of Environmental Research and Public Health, 17(15), 5446. https://doi.org/10.3390/ijerph17155446

Vigh-Larsen, J. F., Dalgas, U., & Andersen, T. B. (2018). Position-Specific Acceleration and Deceleration Profiles in Elite Youth and Senior Soccer Players. Journal of Strength and Conditioning Re-search, 32(4), 1114–1122. https://doi.org/10.1519/JSC.0000000000001918

Villaseca-Vicuña, R., Molina-Sotomayor, E., Zabaloy, S., & Gonzalez-Jurado, J. A. (2021). Anthropometric Profile and Physical Fitness Performance Comparison by Game Position in the Chile Women’s Senior National Football Team. Applied Sciences, 11(5), 2004. https://doi.org/10.3390/app11052004

Vladovic, J., Versic, S., Foretic, N., Morgans, R., & Modric, T. (2023). Quantification of External Training Load among Elite-Level Goalkeepers within Competitive Microcycle. Applied Sciences, 13(19), 10880. https://doi.org/10.3390/app131910880

World Medical Association Declaration of Helsinki. Ethical Principles for Medical Research Involving Human Subjects. (2013). JAMA, 310(20), 2191. https://doi.org/10.1001/jama.2013.281053

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11-11-2026

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Tereso, D., Paulo, R., Ibáñez, S. J., Espada, M. C., Hernández-Beltrán, V., & Gamonales, J. M. (2026). Differences in the external and internal load according to the player’s position. Retos, 85, 280-292. https://doi.org/10.47197/retos.v85.120195