Relative age effect on male futsal national leagues of Brazil and Spain: impact of foreign players.

Authors

  • Julio Wilson Dos Santos Universidade Estadual Paulista (UNESP), Bauru, São Paulo, Brazil https://orcid.org/0000-0002-4423-7486
  • Matheus de Toledo Garcia Universidade Estadual Paulista (UNESP), Bauru, São Paulo, Brazil
  • Henrique de Oliveira Castro Universidade Federal de Mato Grosso (UFMT), Cuiabá, Mato Grosso, Brazil
  • Lucas Savassi Figueiredo Universidade Federal de Juiz de Fora (UFJF), Governador Valadares, Minas Gerais, Brazil https://orcid.org/0000-0001-5853-4978
  • Vivian de Oliveira Universidade Estadual Paulista (UNESP), Rio Claro, São Paulo, Brazil; Centro Universitário IESB, Brasília, Distrito Federal, Brazil
  • Antonio Carlos Tavares Junior Universidade Estadual Paulista (UNESP), Bauru, São Paulo, Brazil https://orcid.org/0000-0002-8658-4881
  • Rubens Venditti Junior Universidade Estadual Paulista (UNESP), Bauru, São Paulo, Brazil https://orcid.org/0000-0003-0341-2767

DOI:

https://doi.org/10.47197/retos.v67.109871

Keywords:

Futsal High-level, Foreigners, Birth Date, Team Sport, Birth Quartile

Abstract

Introduction: The Relative Age Effect (RAE) encompasses variations associated with the age of athletes within the same category and is present in various sports, including futsal.

Objective: This study aimed to compare the RAE in male professional players from the Brazilian National Futsal League (Liga Nacional de Futsal [LNF]) and the Spanish National Futsal League (Liga Nacional de Fútbol Sala [LNFS]), considering differences between native and foreign players.

Methodology: The sample consisted of 401 players registered in LNF and 307 in LNFS during the 2020/2021 season. Players were grouped according to their birth quartiles (Q1-Q4) and semesters (S1 and S2). The goodness-of-fit chi-square test (χ2) was used in the statistical analysis of RAE, comparing differences between observed and expected distributions. Cramer’s V was calculated as an effect size measurement. Odds ratios were also calculated for the likelihood of being born in Q1 vs. Q4 and for the first vs. second semester of the year. Results: The main results indicated that RAE was observed only in Brazilian players from the LNF, where players born in Q1 were more frequent than those born in Q3 and Q4.

Discussion: Considering the natives and foreigners in the LNFS no deviation from the expected birthdate distribution was observed.

Conclusions: Therefore, the conclusion is that RAE is a phenomenon in Brazil's LNF. However, no evidence exists in the LNFS of Spain, whether considering natives or foreigners.

References

Andronikos, G., Elumaro, A. I., Westbury, T., & Martindale, R. J. J. (2016). Relative age effect: implications for effective practice. Journal of Sports Sciences, 34(12), 1124–1131. https://doi.org/10.1080/02640414.2015.1093647

Bergh, D. (2015). Chi-squared test of fit and sample size - A comparison between a random sample approach and a chi-square value adjustment method. Journal of Applied Measurement, 16(2), 204–217.

Bilgiç, M., Brustio, P. R., Uğurlu, A., & Işın, A. (2025). The Road to the Hoop: Relative Age Effects and Game-Related Performance in Youth Basketball. Perceptual and Motor Skills, Online ahead of print. https://doi.org/10.1177/00315125241310270

Braz, G. P., & Ré, A. H. N. (2013). Relações entre Aptidão Física, Envolvimento com Bola e Desempenho Técnico de Adolescentes no Futsal. Revista Brasileira de Ciência e Movimento, 21(1), 151–157. https://doi.org/10.18511/0103-1716/rbcm.v21n1p151-157

Cabezón, J. M. Y., Fernández García, B., Redondo Castán, J. C., & Izquierdo Velasco, J. M. (2024). El Efecto de la Edad Relativa en las siete mejores ligas profesionales de fútbol femenino de la Unión de Federaciones Europeas de Fútbol (UEFA). Retos, 54, 518–528. https://doi.org/10.47197/retos.v54.103292

Carraco, D. D. S., Galatti, L. R., Massa, M., Loturco, I., & Abad, C. C. C. (2020). Centesimal age and relative age effect in elite futsal players. International Journal of Exercise Science, 13(6), 329–341. https://doi.org/10.70252/muka1361

Castro, H. O., Aguiar, S. S., Clemente, F. M., Lima, R. F., Costa, G. D. C. T., Figueiredo, L. S., Oliveira, V. de, & Gomes, S. A. (2022a). Relative Age Effect on Brazilian male elite futsal athletes according to playing position and performance by goals scored on Brazil National Futsal Leagues. Motriz, 28, e10220011521. https://doi.org/10.1590/s1980-657420210011521

Castro, H. O., Aguiar, S. S., Figueiredo, L. S., Laporta, L., Costa, G. D. C. T., Afonso, J., Gomes, S. A., & de Oliveira, V. (2022b). Prevalence of Relative Age Effect in Elite Brazilian Volleyball: An Analysis based on gender, the playing position, and performance indicators. Journal of Human Kinetics, 84(2022b), 148-157. https://doi.org/10.2478/hukin-2022-0093

Castro, H. O., da Silva, W. J. B., Nascimento, C. D. dos S., Ribeiro, L., de C., Aguiar, S. S., Aburachid, L. M. C., de Oliveira, V., & Figueiredo, L. S. (2023). Relative Age Effect on student-athletes of Mato Grosso state (Brazil) participating in the National School Games depending on sex, age category, and sport type. Human Movement, 24(1). https://doi.org/10.5114/hm.2023.118990

Castro, H. O., Oliveira, V. de, Adriano Gomes, S., da Silva Aguiar, S., Ribas, S., Vinicius Mizoguchi, M., Maria Campos Aburachid, L., & Savassi Figueiredo, L. (2022c). Is the relative age effect prevalent in elite Brazilian male futsal? An investigation based on age categories and playing positions. Kinesiology, 54(2), 299–306. http://doi.org/10.26582/k.54.2.11

Castro, H. O., Figueiredo, L. S., Ribeiro, L. C., Oliveira, V. de, Silva, S. A., & Gomes, S. A. (2022d). Relative age effect on elite men’s futsal according to region and playing position: A study of the FIFA Futsal World Cup Lithuania 2021. Revista Andaluza de Medicina del Deporte, 15(3): 97-101. https://doi.org/10.33155/j.ramd.2022.08.002

Costa, J. C., Montes, F. A., Weber, V. M. R., Borges, P. H., Ramos-Silva, L. F., & Ron-que, E. R. V. (2021). Relative age effect in Brazilian handball selections. Journal of Physical Education, 32, e3227. https://doi.org/10.4025/jphyseduc.v32i1.3227

Côté, J., Macdonald, D. J., Baker, J., & Abernethy, B. (2006). When “where” is more important than “when”: birthplace and birthdate effects on the achievement of sporting expertise. Journal of Sports Sciences, 24(10), 1065–1073. https://doi.org/10.1080/02640410500432490

Cramer, H. Mathematical methods of statistics. Champaign: Princeton University Press, 1999.

de la Rubia, A., Lorenzo-Calvo, J., Rivilla-García, J., & Marquina, M. (2021). Are the player selection process and performance influenced by relative age effect in elite women’s handball? Journal of Human Kinetics, 80(1), 223–237. https://doi.org/10.2478/hukin-2021-0105

Díaz del Campo, D. G. (2013). Revisión y propuestas de intervención sobre el Efecto de la Edad Relativa en los ámbitos educativo y deportivo. Retos, 23, 51-63. https://doi.org/10.47197/retos.v0i23.34568

Dos-Santos, J. W., da Silva, H. S., da Silva Junior, O. T., Barbieri, R. A., Penafiel, M. L., da Silva, R. N. B., Milioni, F., Vieira, L. H. P., Coledam, D. H. C., Santiago, P. R. P., & Papoti, M. (2020). Physiology responses and players’ stay on the court during a futsal match: A case study with professional players. Frontiers in Psychology, 11, 620108. https://doi.org/10.3389/fpsyg.2020.620108

Edgar, S., & O’Donoghue, P. (2005). Season of birth distribution of elite tennis players. Journal of Sports Sciences, 23(10), 1013–1020. https://doi.org/10.1080/02640410400021468

Ferreira, R. M., Coelho, E. F., Morais, A. V. de, Werneck, F. Z., Tucher, G., & Lisboa, A. L. R. (2017). The relative age effect in olympic swimmers. Revista Portuguesa de Ciencias do Desporto/Portuguese Journal of Sport Sciences, 2017(S2A), 104–114. https://doi.org/10.5628/rpcd.17.s2a.104

Figueiredo, L. S., da Silva, D. G., Oliveira, B. H. G., Ferreira, A. G., Gantois, P., & Fonseca, F. de S. (2021). Relative age effects in elite Brazilian track and field athletes are modulated by sex, age category, and event type. Motriz, 27, e10210004621. https://doi.org/10.1590/S1980-657420210004621

Franchini, E., Fukuda, D. H., & Lopes-Silva, J. P. (2020). Tracking 25 years of judo results from the World Championships and Olympic Games: Age and competitive achievement. Journal of Sports Sciences, 38(13), 1531–1538. https://doi.org/10.1080/02640414.2020.1747265

Grondin, S., Frotin-Guichard, D., Lemoyne, J., Trudeau, F., & Baker, J. (2025). Relative Age Effects in ice hockey extends to coaching. Frontiers in Sports and Active Living, 10(6), 1507386. https://doi.org/10.3389/fspor.2024.1507386

Harriss, D. J., MacSween, A., & Atkinson, G. (2019). Ethical Standards in Sport and Exercise Science Research: 2020 Update. International Journal of Sports Medicine, 40(13), 813–817. https://doi.org/10.1055/a-1015-3123.

Hurley, E., Comstock, B. A., Haile, L., & Beyer, K. S. (2019). Relative age effect in collegiate soccer: Influence of nationality, playing position, and class: Influence of nationality, playing position, and class. Journal of Strength and Conditioning Research, 33(12), 3295–3301. https://doi.org/10.1519/jsc.0000000000003356

Kyttä, M. (2002). Affordances of children’s environments in the context of cities, small towns, suburbs and rural villages in Finland and Belarus. Journal of Environmental Psychology, 22(1–2), 109–123. https://doi.org/10.1006/jevp.2001.0249

Lago-Fuentes, C., Rey, E., Padrón-Cabo, A., Prieto-Troncoso, J., & Garcia-Núñez, J. (2020). The relative age effect in professional futsal players. Journal of Human Kinetics, 72(1), 173–183. https://doi.org/10.2478/hukin-2019-0105

Lemez, S., Baker, J., Horton, S., Wattie, N., & Weir, P. (2014). Examining the relationship between relative age, competition level, and dropout rates in male youth ice-hockey players: Dropout from youth ice-hockey. Scandinavian Journal of Medicine & Science in Sports, 24(6), 935–942. https://doi.org/10.1111/sms.12127

Lidor, R., Maayan, Z., & Arnon, M. (2021). Relative age effect in 14- to 18-year-old athletes and their initial approach to this effect-has anything changed over the past 10 years? Frontiers in Sports and Active Living, 3, 622120. https://doi.org/10.3389/fspor.2021.622120

López, S. M., & Ferri-Caruana, A. (2024). La fecha de nacimiento y su influencia en el balonmano de élite español. Retos, 51, 1122–1128. https://doi.org/10.47197/retos.v51.99738

LNF 2021. Equipes. Available in: <https://lnfoficial.com.br/equipes/?season=10>. Accessed January 31, 2022.

LNFS, PRIMERA DIVISIÓN. Equipos da Primera División 2020/2021. Available in: <https://www.lnfs.es/competicion/primera/2021/equipos>. Accessed January 31, 2022.

Mendes, C., Menegassi, V. M., Jaime, M. D. O., Costa, L. C. A. da C., Marques, P. G., Rechenchosky, L., … Borges, P. H. (2020). Impacto do tamanho corporal, da idade relativa e do índice de desenvolvimento humano sobre a participação de futebolistas brasileiros na Liga dos Campeões da UEFA. Retos, (39), 271–275. https://doi.org/10.47197/retos.v0i39.77895

Morales Júnior, V. R., Alves, I. V. G., Galatti, L. R., & Marques, R. F. R. (2017). The relative age effect on Brazilian Elite Futsal: Men and Women Scenarios. Motriz, 23(3). https://doi.org/10.1590/s1980-6574201700030016

Musch, J., & Grondin, S. (2001). Unequal competition as an impediment to personal development: A review of the relative age effect in sport. Developmental Review, 21(2), 147–167. https://doi.org/10.1006/drev.2000.0516

Oliveira, V., Figueiredo, L. S., Teixeira Fabrício Dos Santos, L. G., Venditti, R., & Castro, H. O. (2023). Does Relative Age Effect exist in Paralympic sport? A study with Brazilian Paralympic swimmers. Perceptual and Motor Skills, 130(3), 999–1012. https://doi.org/10.1177/00315125231168166

Ostapczuk, M., & Musch, J. (2013). The influence of relative age on the composition of professional soccer squads. European Journal of Sport Science, 13(3), 249–255. https://doi.org/10.1080/17461391.2011.606841

Penna, E. M., & Moraes, L. C. C. de A. (2010). Efeito relativo da idade em atletas brasileiros de futsal de alto nível. Motriz, 16(3), 658-663. https://doi.org/10.5016/1980-6574.2010v16n3p658

Schorer, J., Cobley, S., Büsch, D., Bräutigam, H., & Baker, J. (2009). Influences of competition level, gender, player nationality, career stage and playing position on relative age effects. Scandinavian Journal of Medicine & Science in Sports, 19(5), 720–730. https://doi.org/10.1111/j.1600-0838.2008.00838.

Sharpe, Donald (2015). Chi-Square Test is Statistically Significant: Now What? Practical Assessment, Research, and Evaluation, 20 (8), 1-10. https://doi.org/10.7275/tbfa-x148.

Silva, H. S., Nakamura, F. Y., Papoti, M., da Silva, A. S., & Dos-Santos, J. W. (2021). Relationship between heart rate, oxygen consumption, and energy expenditure in futsal. Frontiers in Psychology, 12, 698622. https://doi.org/10.3389/fpsyg.2021.698622

Silva, L. A., Leonardo, L., Rodrigues, H. A., & Krahenbühl, T. (2022). The Relative Age Effect in invasion team sports: A systematic review in youth sports. Retos, 46, 641-652. https://doi.org/10.47197/retos.v46.94211.

van Nieuwstadt, M. H. H., Das, M., & Elferink-Gemser, M. T. (2020). Mechanisms explaining the birthplace effect for male elite football players. Journal of Sports Sciences, 39(5), 576–582. https://doi.org/10.1080/02640414.2020.1835237

Wattie, N., Schorer, J., & Baker, J. (2015). The relative age effect in sport: a developmental systems model. Sports Medicine, 45(1), 83–94. https://doi.org/10.1007/s40279-014-0248-9

Werneck, F. Z., Lima, J. R. P. de, Coelho, E. F., Matta, M. de O., & Figueiredo, A. J. B. (2014). Efeito da idade relativa em atletas olímpicos de triatlo. Revista Brasileira de Medicina do Esporte, 20(5), 394–397. https://doi.org/10.1590/1517-86922014200501705

Downloads

Published

14-05-2025

Issue

Section

Original Research Article

How to Cite

Dos Santos, J. W., de Toledo Garcia, M., de Oliveira Castro, H., Savassi Figueiredo, L., de Oliveira, V., Tavares Junior, A. C., & Venditti Junior, R. (2025). Relative age effect on male futsal national leagues of Brazil and Spain: impact of foreign players. Retos, 67, 1248-1257. https://doi.org/10.47197/retos.v67.109871