Comparison of internal and external loads in different friendly and official matches of professional female soccer players
DOI:
https://doi.org/10.24310/riccafd.14.3.2025.22006Keywords:
soccer female, external load, gps, preseason trainingAbstract
Objectives: To describe the internal and external load during friendly matches and compare their performance with official matches in a professional women's soccer team. Methodology: Seventeen professional soccer players from the Mexican first division league participated. Three friendly matches were analyzed, played against an Under-18 women's team (U-18 F), an Under-14 men's team (U-14 M), and a university team (COLL), as well as three regular season matches. External load was assessed using total distance (TD), high-intensity distance (HID), number of accelerations (ACC), number of decelerations (DCC), maximum speed (MS), and Player Load (PL), recorded with the WIMU PRO™ system. Internal load was estimated through the perceived exertion of the session (s-RPE). Differences between matches were analysed using effect sizes (ES) with 90% confidence intervals (90%CL). Results: The friendly match against the U14M team had the highest internal and external load values compared to the other friendly matches. Large effect sizes (ES > 2.0) were observed in total distance when comparing some friendly matches with official matches. No relevant differences were identified in the internal and external load variables between the U-14 M friendly match and two of the official matches analysed. Conclusion: In the context of this study, the friendly matches against the U-18 F and COLL teams did not reproduce the demands observed in official matches. In contrast, the friendly match against the U-14 M team showed similar internal and external demands in some variables recorded during official competition. These findings should be interpreted considering the limitations of the study and should not be generalized to other contexts.
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References
Okholm Kryger K, Wang A, Mehta R, Impellizzeri FM, Massey A, McCall A. Research on women’s football: a scoping review. Vol. 6, Science and Medicine in Football. Taylor and Francis Ltd.; 2022. p. 549–58. DOI: https://doi.org/10.1080/24733938.2020.1868560
Kobal R, Carvalho L, Jacob R, Rossetti M, de Paula Oliveira L, Do Carmo EC, et al. Comparison among U-17, U-20, and Professional Female Soccer in the GPS Profiles during Brazilian Championships. Int J Environ Res Public Health. 2022 Dec 1;19(24). DOI: https://doi.org/10.3390/ijerph192416642
Nobari H, Ramachandran AK, Brito JP, Oliveira R. Quantification of Pre-Season and In-Season Training Intensity across an Entire Competitive Season of Asian Professional Soccer Players. Healthcare (Switzerland). 2022 Aug 1;10(8). DOI: https://doi.org/10.3390/healthcare10081367
Nuñez J, Suarez-Arrones L, De Hoyo M, Loturco I. Strength Training in Professional Soccer: Effects on Short-sprint and Jump Performance. Int J Sports Med. 2022 Jun 1;43(6):485–95. DOI: https://doi.org/10.1055/a-1653-7350
Hill-Haas S V, Dawson B, Impellizzeri FM, Coutts AJ. Physiology of Small-Sided Games Training in Football A Systematic Review. Sport medicine. 2012;41(13):199–220. DOI: https://doi.org/10.2165/11539740-000000000-00000
Silva JR, Brito J, Akenhead R, Nassis GP. The Transition Period in Soccer: A Window of Opportunity. Sports Medicine. 2016 Mar 1;46(3):305–13. DOI: https://doi.org/10.1007/s40279-015-0419-3
Calleja-Gonzalez J, Lalín C, Cos F, Marques-Jimenez D, Alcaraz PE, Gómez-Díaz AJ, et al. SOS to the Soccer World. Each Time the Preseason Games Are Less Friendly. Front Sports Act Living. 2020 Dec 18;2:1–3. DOI: https://doi.org/10.3389/fspor.2020.559539
Choice E, Tufano J, Jagger K, Hooker K, Cochrane-Snyman KC. Differences across Playing Levels for Match-Play Physical Demands in Women’s Professional and Collegiate Soccer: A Narrative Review. Vol. 10, Sports. MDPI; 2022.
Costa JA, Rago V, Brito P, Figueiredo P, Sousa A, Abade E, et al. Training in women soccer players: A systematic review on training load monitoring. Front Psychol. 2022 Jul 29;13. DOI: https://doi.org/10.3389/fpsyg.2022.943857
Cardoso de Araújo M, Arau´jo DE, Arau´jo A, Baumgart C, Jansen CT, Ju¨ J, et al. SEX DIFFERENCES IN PHYSICAL CAPACITIES OF GERMAN BUNDESLIGA SOCCER PLAYERS [Internet]. 2018. Available from: www.nsca.com
The Local-news@thelocal.se CET [Internet]. 2013. Available from: https://www.thelocal.se/20130116/45646
CARL FOSTER, JESSICA A. A New Approach to Monitoring Exercise Training.
Foster C, FLORHAUG JA, FRANKLIN J, GOTTSCHALL L, HROVATIN LA, PARKER S, et al. A New Approach to Monitoring Exercise Training. J Strength Cond Res. 2001 Feb;15(1):109–15. DOI: https://doi.org/10.1519/00124278-200102000-00019
Cohen J. Statistical Power Analysis for the Behavioral Sciences Second Edition. 1988.
Sawilowsky SS. New effect size rules of thumb [Internet]. Vol. 8, Journal of Modern Applied Statistical Methods. 2009. Available from: http://digitalcommons.wayne.edu/coe_tbf/4 DOI: https://doi.org/10.22237/jmasm/1257035100
Efron B. Better bootstrap confidence intervals. 1984; DOI: https://doi.org/10.21236/ADA150798
Yatani K. Effect Sizes and Power Analysis in HCI. In 2016. p. 87–110. DOI: https://doi.org/10.1007/978-3-319-26633-6_5
Ravé G, Granacher U, Boullosa D, Hackney AC, Zouhal H. How to Use Global Positioning Systems (GPS) Data to Monitor Training Load in the “Real World” of Elite Soccer. Vol. 11, Frontiers in Physiology. Frontiers Media S.A.; 2020. DOI: https://doi.org/10.3389/fphys.2020.00944
Vescovi JD. Sprint profile of professional female soccer players during competitive matches: Female Athletes in Motion (FAiM) study. J Sports Sci. 2012 Aug;30(12):1259–65. DOI: https://doi.org/10.1080/02640414.2012.701760
Hewitt A, Norton K, Lyons K. Movement profiles of elite women soccer players during international matches and the effect of opposition’s team ranking. J Sports Sci. 2014 Dec 14;32(20):1874–80. DOI: https://doi.org/10.1080/02640414.2014.898854
Vigh-Larsen JF, Dalgas U, Andersen TB. POSITION-SPECIFIC ACCELERATION AND DECELERATION PROFILES IN ELITE YOUTH AND SENIOR SOCCER PLAYERS. Journal of strength and conditioning research [Internet]. 2017;32(4):1114–22. Available from: www.nsca.com DOI: https://doi.org/10.1519/JSC.0000000000001918
Datson N, Drust B, Weston M, Jarman IH, Lisboa PJ, Gregson W. Match Physical Performance of Elite Female Soccer Players during International Competition. J Strength Cond Res. 2017 Sep 1;31(9):2379–87. DOI: https://doi.org/10.1519/JSC.0000000000001575
Goto H, Morris JG, Nevill ME. Influence of Biological Maturity on the Match Performance of 8- to 16-Year-Old, Elite, Male, Youth Soccer Players. J Strength Cond Res. 2019 Nov 1;33(11):3078–84. DOI: https://doi.org/10.1519/JSC.0000000000002510
Hannon MP, Coleman NM, Parker LJF, McKeown J, Unnithan VB, Close GL, et al. Seasonal training and match load and micro-cycle periodization in male Premier League academy soccer players. J Sports Sci. 2021;39(16):1838–49. DOI: https://doi.org/10.1080/02640414.2021.1899610
Romero-Moraleda B, Nedergaard NJ, Morencos E, Casamichana D, Ramirez-Campillo R, Vanrenterghem J. External and internal loads during the competitive season in professional female soccer players according to their playing position: differences between training and competition. Research in Sports Medicine. 2021;29(5):449–61. DOI: https://doi.org/10.1080/15438627.2021.1895781
Thibault V, Guillaume M, Berthelot G, El Helou N, Schaal K, Quinquis L, et al. Women and men in sport performance: The gender gap has not evolved since 1983. J Sports Sci Med [Internet]. 2010;9:214–23. Available from: http://www.jssm.org
Pedersen AV, Aksdal IM, Stalsberg R. Scaling demands of soccer according to anthropometric and physiological sex differences: A fairer comparison of men’s and women’s soccer. Front Psychol. 2019;10(APR). DOI: https://doi.org/10.3389/fpsyg.2019.00762
Ramos GP, Nakamura BY, Penna EM, Wilke CF, Pereira LA, Loturco I, et al. ACTIVITY PROFILES IN U17, U20, AND SENIOR WOMEN’S BRAZILIAN NATIONAL SOCCER TEAMS DURING INTERNATIONAL COMPETITIONS: ARE THERE MEANINGFUL DIFFERENCES? Journal of strength and conditioning research [Internet]. 2017 Dec;33(12):3414–22. Available from: www.nsca.com DOI: https://doi.org/10.1519/JSC.0000000000002170
Fernandes R, Ibrahim Ceylan H, Manuel Clemente F, Brito JP, Martins AD, Nobari H, et al. In-Season Microcycle Quantification of Professional Women Soccer Players—External, Internal and Wellness Measures. Healthcare (Switzerland). 2022 Apr 1;10(4).
Doyle B, Browne D, Horan D. Quantification of internal and external training load during a training camp in senior international female footballers. Science and Medicine in Football. 2022;6(1):7–14. DOI: https://doi.org/10.1080/24733938.2021.1886320
Diaz-Seradilla E, Rodríguez-Fernández A, Rodríguez-Marroyo JA, Castillo D, Raya-González J, Vicente JGV. Inter- and intra-microcycle external load analysis in female professional soccer players: A playing position approach. PLoS One. 2022 Mar 1;17(3 March). DOI: https://doi.org/10.1371/journal.pone.0264908
Fernandes R, Ibrahim Ceylan H, Manuel Clemente F, Brito JP, Martins AD, Nobari H, et al. In-Season Microcycle Quantification of Professional Women Soccer Players—External, Internal and Wellness Measures. Healthcare (Switzerland). 2022 Apr 1;10(4). DOI: https://doi.org/10.3390/healthcare10040695
Griffin J, Newans T, Horan S, Keogh J, Andreatta M, Minahan C. Acceleration and High-Speed Running Profiles of Women’s International and Domestic Football Matches. Front Sports Act Living. 2021 Mar 25;3. DOI: https://doi.org/10.3389/fspor.2021.604605
Harper DJ, Carling C, Kiely J. High-Intensity Acceleration and Deceleration Demands in Elite Team Sports Competitive Match Play: A Systematic Review and Meta-Analysis of Observational Studies. Sports Medicine. 2019 Dec 1;49(12):1923–47. DOI: https://doi.org/10.1007/s40279-019-01170-1
Choi JH, Joo CH. Match activity profile of professional female soccer players during a season. J Exerc Rehabil. 2022;18(5):324–9. DOI: https://doi.org/10.12965/jer.2244354.177
Vescovi JD, Fernandes E, Klas A. Physical Demands of Women’s Soccer Matches: A Perspective Across the Developmental Spectrum. Front Sports Act Living. 2021 Apr 16;3. DOI: https://doi.org/10.3389/fspor.2021.634696
Perroni F, Fittipaldi S, Falcioni L, Ghizzoni L, Borrione P, Vetrano M, et al. Effect of pre-season training phase on anthropometric, hormonal and fitness parameters in young soccer players. PLoS One. 2019 Nov 1;14(11). DOI: https://doi.org/10.1371/journal.pone.0225471
Rentz LE, Hornsby WG, Gawel WJ, Rawls BG, Ramadan J, Galster SM. Contextual variation in external and internal workloads across the competitive season of a collegiate women’s soccer team. Sports. 2021 Dec 1;9(12). DOI: https://doi.org/10.3390/sports9120165
Andersson HA˚, Randers MB, Heiner-Møller A, Krustrup P, Mohr M. ELITE FEMALE SOCCER PLAYERS PERFORM MORE HIGH-INTENSITY RUNNING WHEN PLAYING IN INTERNATIONAL GAMES COMPARED WITH DOMESTIC LEAGUE GAMES. thr journal of strength and conditioning research [Internet]. 2010;24(4):912–9. Available from: www.nsca-jscr.org DOI: https://doi.org/10.1519/JSC.0b013e3181d09f21
Miguel M, Oliveira R, Loureiro N, García-Rubio J, Ibáñez SJ. Load measures in training/match monitoring in soccer: A systematic review. Vol. 18, International Journal of Environmental Research and Public Health. MDPI AG; 2021. p. 1–26. DOI: https://doi.org/10.3390/ijerph18052721
Askow AT, Lobato AL, Arndts DJ, Jennings W, Kreutzer A, Erickson JL, et al. Session rating of perceived exertion (Srpe) load and training impulse are strongly correlated to gps-derived measures of external load in ncaa division i women’s soccer athletes. J Funct Morphol Kinesiol. 2021 Dec 1;6(4). DOI: https://doi.org/10.3390/jfmk6040090
Marynowicz J, Kikut K, Lango M, Horna D, Andrzejewski M. Relationship Between the Session-RPE and External Measures of Training Load in Youth Soccer Training. the joural of strength and conditioning research [Internet]. 2020;34(10):2800–4. Available from: www.nsca.com DOI: https://doi.org/10.1519/JSC.0000000000003785
Versic S, Modric T, Katanic B, Jelicic M, Sekulic D. Analysis of the Association between Internal and External Training Load Indicators in Elite Soccer; Multiple Regression Study. Sports. 2022 Sep 1;10(9). DOI: https://doi.org/10.3390/sports10090135
Fox JL, Stanton R, Sargent C, Wintour SA, Scanlan AT. The Association Between Training Load and Performance in Team Sports: A Systematic Review. Sports Medicine. 2018 Dec 1;48(12):2743–74. DOI: https://doi.org/10.1007/s40279-018-0982-5
Hauer R, Tessitore A, Knaus R, Tschan H. Lacrosse athletes load and recovery monitoring: Comparison between objective and subjective methods. Int J Environ Res Public Health. 2020 May 1;17(9). DOI: https://doi.org/10.3390/ijerph17093329
Choice E, Tufano J, Jagger K, Hooker K, Cochrane-Snyman KC. Differences across Playing Levels for Match-Play Physical Demands in Women’s Professional and Collegiate Soccer: A Narrative Review. Vol. 10, Sports. MDPI; 2022. DOI: https://doi.org/10.3390/sports10100141
Giménez JV, Castellano J, Lipinska P, Zasada M, Gómez MÁ. Comparison of the physical demands of friendly matches and different types on-field integrated training sessions in professional soccer players. Int J Environ Res Public Health. 2020 Apr 2;17(8). DOI: https://doi.org/10.3390/ijerph17082904
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