Comparison of decision-making skills among female football players from U-12 to professional age groups

Authors

DOI: https://doi.org/10.6018/sportk.654011
Keywords: Tactical Awareness, Perceptual-Cognitive Skills, Talent Development, Soccer, Women

Abstract

The aim of this study was to compare the decision-making skills of female football players of different age groups (U-12, U-14, U-16, U-18 and Professional). For this purpose, the decision-making quality and the decision-making time were measured based on the core tactical principles of the offensive and defensive phases. The sample comprised a total of 63 Spanish female football players from U-12 (n=12), U-14 (n=9), U-16 (n=15), U-18 (n=12), and professional (n=15) age groups participating in national and regional competitions for their age group. The TacticUP® platform was used to assess the decision-making skills (quality and time). The results showed no significant differences in decision-making quality (p>0.05), whereas significant differences in decision-making time were found between age groups in both offensive and defensive phases (p< 0.05). Specifically, professional players made significantly (p<0.05) quicker decisions compared to U-16 and U-12 players. Therefore, it is concluded that Spanish female football players’ decision-making skills differ between professional and youth players, although such differences are not linear.

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References

1. Andrade, L., Machado, G., Gonçalves, E., & Teoldo, I. (2021). Decision making in soccer: effect of positional role of U-13 soccer players. Journal of Physical Education and Sport, 21(3), 1413–1420. https://doi.org/10.7752/jpes.2021.03180

2. Barcellos, A., Teoldo, I., & Machado, G. (2022). The Influence of 25 Training Sessions on the Decision-Making Skill of U-12 Soccer Players. Psicologia: Teoria e Pesquisa, 38, 1-12. https://doi.org/10.1590/0102.3772E38211.EN

3. Barquero-Ruiz, C., Arias-Estero, J. L., & Kirk, D. (2020). Assessment for tactical learning in games: A systematic review. European Physical Education Review, 26(4), 827–847. https://doi.org/10.1177/1356336X19889649

4. Bennett, K. J. M., Novak, A. R., Pluss, M. A., Coutts, A. J., & Fransen, J. (2020). A multifactorial comparison of Australian youth soccer players’ performance characteristics. International Journal of Sports Science and Coaching, 15(1), 17–25. https://doi.org/10.1177/1747954119893174

5. Cardoso, F., González-Víllora, S., Guilherme, J., & Teoldo, I. (2019). Young soccer players with higher tactical knowledge display lower cognitive effort. Perceptual & Motor Skills, 126(3), 499–514. https://doi.org/https://doi.org/10.1177/0031512519826437

6. Cardoso, F., Neves, J., Roca, A., & Teoldo, I. (2020). The association between perceptual-cognitive processes and response time in decision making in young soccer players. Journal of Sports Sciences, 39(8), 926–935. https://doi.org/10.1080/02640414.2020.1851901

7. Corrêa, U. C., Alegre, F. A. M., Freudenheim, A. M., Dos Santos, S., & Tani, G. (2012). The game of futsal as an adaptive process. Nonlinear Dynamics, Psychology, and Life Sciences, 16, 185–204.

8. Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates. https://doi.org/10.4324/9780203771587

9. Côté, J., Baker, J., & Abernethy, B. (2007). Practice and play in the development of sport expertise. In R. Eklund & G. Tenenbaum (Eds.), Handbook of Sport Psychology (3rd ed., pp. 184–202). John Wiley & Sons.

10. Curran, O., MacNamara, A., & Passmore, D. (2019). What about the girls? Exploring the gender data gap in talent development. Frontiers in Sports and Active Living, 1, 1–7. https://doi.org/10.3389/fspor.2019.00003

11. Dambroz, F., & Teoldo, I. (2023). Better decision-making skills support tactical behaviour and reduce physical wear under physical fatigue in soccer. Frontiers in Physiology, 14, 1-9. https://doi.org/10.3389/FPHYS.2023.1116924

12. de Oliveira, G. I. S., de Lima, J. A., Vasconcellos, F., da Silva, D. C., & de Moura, E. J. L. (2024). Decision-making of U-17 soccer players according to positional role. Retos, 54, 754–760. https://doi.org/10.47197/RETOS.V54.103213

13. Di Salvo, V., Baron, R., Tschan, H., Calderon-Montero, F. J., Bachl, N., & Pigozzi, F. (2007). Performance characteristics according to playing position in elite soccer. International Journal of Sports Medicine, 28, 222–227. https://doi.org/10.1055/s-2006-924294

14. Faber, J., & Fonseca, L. M. (2014). How sample size influences research outcomes. Dental Press Journal of Orthodontics, 19(4), 27–29. https://doi.org/10.1590/2176-9451.19.4.027-029.ebo

15. Figueiredo, A. J., Gonçalves, C. E., Coelho E Silva, M. J., & Malina, R. M. (2009). Youth soccer players, 11-14 years: maturity, size, function, skill and goal orientation. Annals of Human Biology, 36(1), 60–73. https://doi.org/10.1080/03014460802570584

16. Ford, P. R. & Williams, A. (2012). The developmental activities engaged in by elite youth soccer players who progressed to professional status compared to those who did not. Psychology of Sport and Exercise, 13, 349–352. https://doi.org/10.1016/j.psychsport.2011.09.004

17. Fritz, C., Morris, P., & Richler, J. (2012). Effect size estimates: Current use, calculations, and interpretation. Journal of Experimental Psychology: General, 141(1), 2–18. https://doi.org/10.1037/a0024338

18. Gledhill, A., Harwood, C., & Forsdyke, D. (2017). Psychosocial factors associated with talent development in football: A systematic review. Psychology of Sport and Exercise, 31, 93–112. https://doi.org/10.1016/j.psychsport.2017.04.002

19. Gonçalves, E., Noce, F., Barbosa, M. A. M., Figueiredo, A. J., Hackfort, D., & Teoldo, I. (2020). Correlation of the peripheral perception with the maturation and the effect of the peripheral perception on the tactical behaviour of soccer players. International Journal of Sport and Exercise Psychology, 18(5), 687–699. https://doi.org/10.1080/1612197X.2017.1329222

20. González-Víllora, S., García-López, L. M., & Contreras-Jordán, O. R. (2015). Decision making and skill development in youth football players. International Journal of Medicine and Science of Physical Education, 15(59), 467–487. https://doi.org/10.15366/rimcafd2015.59.005

21. González-Víllora, S., Machado, G., Gualda, A., & Teoldo, I. (2025). The effect of 14 training sessions on the development of decision-making skills in U-13 soccer players. International Journal of Performance Analysis in Sport, 25(5), 995-1012. https://doi.org/10.1080/24748668.2025.2481691

22. González-Víllora, S., Serra-Olivares, J., Pastor-Vicedo, J., & Teoldo, I. (2015). Review of the tactical evaluation tools for youth players, assessing the tactics in team sports: football. Springerplus, 4(663), 1–17. https://doi.org/https://doi.org/10.1186/s40064-015-1462-0

23. Güllich, A. (2019). “Macro-structure” of developmental participation histories and “micro-structure” of practice of German female world-class and national-class football players. Journal of Sports Sciences, 37(12), 1347–1355. https://doi.org/10.1080/02640414.2018.1558744

24. Gutiérrez Díaz, D., Pastor-Vicedo, J. C., González-Víllora, S., Contreras-Jordán, O. R. (2010). The relative age effect in youth soccer players from Spain. Journal of Sports Sciences and Medicine, 9(2), 190-198.

25. Hartigh, R., Steen, S., Hakvoort, B., Frencken, W., & Lemmink, K. (2018). Differences in game reading between selected and non-selected youth soccer players. Journal of Sports Sciences, 36(4), 422–428. https://doi.org/10.1080/02640414.2017.1313442

26. Ivarsson, A., Kilhage-Persson, A., Martindale, R., Priestley, D., Huijgen, B., Ardern, C., & McCall, A. (2020). Psychological factors and future performance of football players: A systematic review with meta-analysis. Journal of Science and Medicine in Sport, 23(4), 415–420. https://doi.org/10.1016/j.jsams.2019.10.021

27. Machado, G., González-Víllora, S., Sarmento, H., & Teoldo, I. (2020). Development of tactical decision-making skills in youth soccer players: Macro- and microstructure of soccer developmental activities as a discriminant of different skill levels. International Journal of Performance Analysis in Sport, 20(6), 1072–1091. https://doi.org/10.1080/24748668.2020.1829368

28. Machado, G., González-Víllora, S., Pastor-Vicedo, J., & Teoldo, I. (2024). Mapping talent pathways: A comparative study of developmental activities and practice structure in Brazilian and Spanish U-18 elite youth male soccer players. International Journal of Sports Science and Coaching, 19(5), 2006–2015. https://doi.org/10.1177/17479541241241487

29. Machado, G., González-Víllora, S., & Teoldo, I. (2022). Contribution of deliberate practice, play, and futsal to the acquisition of decision-making skills in Brazilian professional female soccer players. International Journal of Sport and Exercise Psychology, 22(3), 756-774.

30. Machado, G, González-Víllora, S., & Teoldo, I. (2023a). Selected soccer players are quicker and better decision-makers in elite Brazilian youth academies. International Journal of Performance Analysis in Sport, 23(2), 65–82. https://doi.org/10.1080/24748668.2023.2181609

31. Machado, G, González-Víllora, S., & Teoldo, I. (2023b). The relationship between deliberate practice, play, and futsal in childhood and adolescence and the development of different decision-making skills in professional female soccer players. Psychology of Sport & Exercise, 68, 1-10. https://doi.org/10.1016/j.psychsport.2023.102470

32. Machado, G., & Teoldo, I. (2020). TacticUP Video Test for soccer: Development and validation. Frontiers in Psychology, 11(1690), 1–12. https://doi.org/10.3389/fpsyg.2020.01690

33. Machado, G., González-Víllora, S., Roca, A., & Teoldo, I. (2024). Developing cognitive and motor decision-making skills through tactical principles and small-sided games in youth soccer. International Journal of Performance Analysis in Sport, 24(5), 444-463. https://doi.org/10.1080/24748668.2024.2321039

34. Mann, D. T. Y., Williams, A. M., Ward, P., & Janelle, C. M. (2007). Perceptual-cognitive expertise in sport: A meta-analysis. Journal of Sport and Exercise Psychology, 29(4), 457–478. https://doi.org/10.1123/jsep.29.4.457

35. Murr, D., Feichtinger, P., Larkin, P., O’Connor, D., & Höner, O. (2018). Psychological talent predictors in youth soccer: A systematic review of the prognostic relevance of psychomotor, perceptual-cognitive and personality-related factors. PLoS ONE, 13(10), 1–24. https://doi.org/10.1371/journal.pone.0205337

36. Paucar-Uribe, J. D., Becerra-Patiño, B. A., Yáñez-Sepúlveda, R., Reyes-Amigo, T., Mello, J. B., Martins, J., Gaya, A. R., López-Gil, J. F., & Olivares-Arancibia, J. (2025). Visualization of the research panorama of decision-making in soccer: Bibliometric analysis with VOSviewer and review of the most cited studies of the last 15 Years (2010–2024). Sports, 13(177), 1–24. https://doi.org/10.3390/ sports13060177

37. Roca, A., & Ford, P. R. (2020). Decision-making practice during coaching sessions in elite youth football across European countries. Science and Medicine in Football, 4(4), 263–268. https://doi.org/10.1080/24733938.2020.1755051

38. Roca, A., Williams, A. M., & Ford, P. R. (2012). Developmental activities and the acquisition of superior anticipation and decision making in soccer players. Journal of Sports Sciences, 30(15), 1643–1652. https://doi.org/10.1080/02640414.2012.701761

39. Romann, M., & Fuchslocher, J. (2011). Influence of the selection level, age and playing position on relative age effects in Swiss Women’s soccer. Talent Develpment and Excellent, 3(2), 239-247.

40. Sarmento, H., Anguera, M., Pereira, A., & Araújo, D. (2018). Talent identification and development in male football: A systematic review. Sports Medicine, 48(4), 907–931. https://doi.org/10.1007/s40279-017-0851-7

41. Sun, H., Soh, K. G., & Xu, X. (2022). Nature Scenes Counter Mental Fatigue-Induced Performance Decrements in Soccer Decision-Making. Frontiers in Psychology, 13, 1-12. https://doi.org/10.3389/FPSYG.2022.877844

42. Teixeira, J. E., Maio, E., Afonso, P., Encarnação, S., Machado, G., Morgans, R., Barbosa, T., Monteiro, A., Forte, P., Ferraz, R., & Branquinho, L. (2025). Mapping football tactical behavior and collective dynamics with artificial intelligence: a systematic review. Frontiers in Sports and Active Living, 7, 1-23. https://doi.org/10.3389/fspor.2025.1569155

43. Teoldo, Garganta, J., Greco, P., & Mesquita, I. (2009). Tactical Principles of Soccer Game: concepts and application. Motriz, 15(3), 657–668. https://doi.org/10.5016/2488

44. Teoldo, I., Guilherme, J., & Garganta, J. (2022). Football Intelligence: Training and Tactics for Soccer Success. Routledge.

45. Teoldo, I., Mezzadri, I., Cardoso, F., & Machado, G. (2023). Speed of decision-making as a key element for professional and academy soccer players’ performances. Retos, 50(4), 1195–1203. https://doi.org/https://doi.org/10.47197/retos.v50.100355

46. Wallace, J. L., & Norton, K. I. (2014). Evolution of World Cup soccer final games 1966-2010: Game structure, speed and play patterns. Journal of Science and Medicine in Sport, 17(2), 223–228. https://doi.org/10.1016/j.jsams.2013.03.016

47. Ward, P., Hodges, N., Starkes, J. L., & Williams, A. M. (2007). The road to excellence: deliberate practice and the development of expertise. High Ability Studies, 18(2), 119–153. https://doi.org/10.1080/13598130701709715

48. Ward, P., & Williams, A. M. (2003). Perceptual and cognitive skill development in soccer: The multidimensional nature of expert performance. Journal of Sport Exercise and Psychology, 25, 93-111.

49. Williams, A. M., Ford, P. R., & Drust, B. (2020). Talent identification and development in soccer since the millennium. Journal of Sports Sciences, 38(11–12), 1199–1210. https://doi.org/10.1080/02640414.2020.1766647

50. Williams, A. M., Ford, P. R., Eccles, D. W., & Ward, J. D. (2011). Perceptual-cognitive expertise in sport and its acquisition: Implications for applied cognitive psychology. Applied Cognitive Psychology, 25(3), 432–442. https://doi.org/10.1002/acp.1710

Published
03-04-2026
How to Cite
Figueiredo Machado, G., Práxedes, A., González-Víllora, S., & Teoldo da Costa, I. (2026). Comparison of decision-making skills among female football players from U-12 to professional age groups. SPORT TK-EuroAmerican Journal of Sport Sciences, 15, 19. https://doi.org/10.6018/sportk.654011
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