ORIGINAL PAPER
The relative age effect in Brazilian elite soccer depending on age category, playing position, and competitive level
 
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1
Federal University of Minas Gerais, Belo Horizonte, Brazil
 
2
Aeronautical Instruction and Adaptation Centre, Lagoa Santa, Brazil
 
3
Federal Rural University of Pernambuco, Recife, Brazil
 
4
Federal University of Pernambuco, Recife, Brazil
 
5
Federal University of Paraíba, João Pessoa, Brazil
 
6
América Soccer Club, Belo Horizonte, Brazil
 
 
Submission date: 2021-04-24
 
 
Acceptance date: 2021-08-05
 
 
Publication date: 2021-10-26
 
 
Hum Mov. 2022;23(2):112-120
 
KEYWORDS
TOPICS
ABSTRACT
Purpose:
This study investigated the occurrence of relative age effect (RAE) in Brazilian elite soccer athletes depending on age categories, playing position, and competitive level.

Methods:
Data from 2660 male elite soccer athletes who participated in the 2019 Brazilian soccer championships were analysed. To determine RAE, the players were divided by their quarter of birth: Q1 (January-March), Q2 (April-June), Q3 (July-September), and Q4 (October-December). Data were obtained from the Brazilian Soccer Confederation (CBF) official website, and from each club’s website when no information was available at the CBF website. Were included the athletes who participated in the 2019 Brazilian soccer championships in series A and B. Data were organized in accordance with age categories (under-20 or senior), playing position (forwards, midfielders, defenders, and goalkeepers), and competitive level (Series A or B).

Results:
An overrepresentation of soccer players born in the first quarter of the year was found when compared with the other quarters, whereas players born in the last quarter of the year were underrepresented, regardless of the age category and competitive level. Regarding playing position, an overrepresentation of soccer players born in the first quarter of the year was found for all playing positions in both age categories, except for the goalkeepers in the senior category.

Conclusions:
Our results showed a prevalence of RAE in U-20 and senior age categories in elite Brazilian soccer athletes, in both competitive levels, and for all playing positions, except for goalkeepers in the senior category.

REFERENCES (33)
1.
Musch J, Grondin S. Unequal competition as an impediment to personal development: a review of the relative age effect in sport. Dev Rev. 2001;21(2):147–167; doi: 10.1006/drev.2000.0516.
 
2.
Malina RM, Rogol AD, Cumming SP, Coelho e Silva MJ, Figueiredo AJ. Biological maturation of youth athletes: assessment and implications. Br J Sports Med. 2015;49(13):852–859; doi: 10.1136/bjsports-2015-094623.
 
3.
Cobley S, Baker J, Wattie N, McKenna J. Annual agegrouping and athlete development: a meta-analytical review of relative age effects in sport. Sports Med. 2009;39(3):235–256; doi: 10.2165/00007256-200939030-00005.
 
4.
Helsen WF, Starkes JL, Winckel JV. The influence of relative age on success and dropout in male soccer players. Am J Hum Biol. 1998;10(6):791–798; doi: 10.1002/(SICI)1520-6300(1998)10:6<791::AID-AJHB10>3.0.CO;2-1.
 
5.
Rađa A, Padulo J, Jelaska I, Ardigò LP, Fumarco L. Relative age effect and second-tiers: no second chance for later-born players. PLoS One. 2018;13(8):e0201795; doi: 10.1371/journal.pone.0201795.
 
6.
Morales Júnior VR, Garcia Alves IV, Galatti LR, Rodrigues Marques RF. The relative age effect on Brazilian elite futsal: men and women scenarios. Motriz Rev EducFis. 2017;23(3):e101704; doi: 10.1590/s1980-6574201700030016.
 
7.
Figueiredo LS, Gantois P, de Lima-Junior D, se Sousa Fortes L, de Souza Fonseca F. The relationship between relative age effects and sex, age categories and playing positions in Brazilian National Handball Teams. Motriz Rev Educ Fis. 2020;26(4):e10200045; doi: 10.1590/S1980-6574202000040045.
 
8.
Wattie N, Schorer J, Baker J. The relative age effect in sport: a developmental systems model. Sports Med. 2015;45(1):83–94; doi: 10.1007/s40279-014-0248-9.
 
9.
Villar R, Zühl CA. Effect of chronological age and biological maturation on physical fitness in soccer players aged 13 to 17 years [in Portuguese]. Motricidade. 2006;2(2):69–79.
 
10.
Massa M, Costa EC, Moreira A, Thiengo CR, de Lima MR, Marquez WQ, et al. The relative age effect in soccer: a case study of the São Paulo Football Club. Rev Bras Cineantropom Desempenho Hum. 2014;16(4):399–405; doi: 10.5007/1980-0037.2014v16n4p399.
 
11.
Altimari JM, Bortolotti H, dos Santos-Junior N, Altimari LR, de Moraes AC. Birth month distribution and anthropometric measures of U-15 national elite soccer players. Rev Bras Cineantropom Desempenho Hum. 2018;20(2):211–218; doi: 10.5007/1980-0037.2018v20n2p211.
 
12.
Reilly T. The science of training – soccer: a scientific approach to developing strength, speed and endurance. Abingdon: Routledge; 2007.
 
13.
Turner AN, Stewart PF. Strength and conditioning for soccer players. Strength Cond J. 2014;36(4):1–13; doi: 10.1519/SSC.0000000000000054.
 
14.
Campos FAD, Campos LCB, Pellegrinotti IL, Gómez MA. The relative age effect in soccer: an analysis of the U20 Libertadores Cup. Int J Exerc Sci. 2017;10(8):1157–1164.
 
15.
Fonseca FS, Figueiredo LS, Gantois P, de Lima-Junior D, Fortes LS. Relative age effect is modulated by playing position but is not related to competitive success in elite under-19 handball athletes. Sports. 2019;7(4):91; doi: 10.3390/sports7040091.
 
16.
Romann M, Fuchslocher J. Relative age effects in Swiss junior soccer and their relationship with playing position. Eur J Sport Sci. 2013;13(4):356–363; doi: 10.1080/17461391.2011.635699.
 
17.
Sierra-Díaz MJ, González-Víllora S, Pastor-Vicedo JC, Serra-Olivares J. Soccer and relative age affect: a walk among elite players and young players. Sports. 2017;5(1):5; doi: 10.3390/sports5010005.
 
18.
Götze M, Hoppe MW. Relative age effect in elite German soccer: influence of gender and competition level. Front Psychol. 2021;11:587023; doi: 10.3389/fpsyg.2020.587023.
 
19.
Teoldo I, Cardoso F. Talent map: how demographic rate, human development index and birthdate can be decisive for the identification and development of soccer players in Brazil. Sci Med Football. Published online: 22 Feb 2021; doi: 10.1080/24733938.2020.1868559.
 
20.
Costa VT, Simim MA, Noce F, Costa IT, Samulski DM, Moraes LC. Comparison of relative age of elite athletes participating in the 2008 Brazilian soccer championship series A and B. Motricidade. 2009;5(3):13–17; doi: 10.6063/motricidade.5(3).190.
 
21.
Teoldo Da Costa I, Albuquerque RM, Garganta J. Relative age effect in Brazilian soccer players: a historical analysis. Int J Perform Anal Sport. 2012;12(3):563–570; doi: 10.1080/24748668.2012.11868619.
 
22.
Delorme N, Boiché J, Raspaud M. Relative age effect in elite sports: methodological bias or real discrimination? Eur J Sport Sci. 2010;10(2):91–96; doi: 10.1080/17461390903271584.
 
23.
Bronson FH. Seasonal variation in human reproduction: environmental factors. Q Rev Biol. 1995;70(2):141–164; doi: 10.1086/418980.
 
24.
Ramos-Filho L, Ferreira MP. The reverse relative age effect in professional soccer: an analysis of the Brazilian National League of 2015. Eur Sport Manag Q. 2021;21(1):78–93; doi: 10.1080/16184742.2020.1725089.
 
25.
Teixeira AS, da Silva JF, dos Santos PC, do Nascimento Salvador PC, de Souza Campos F, de Lucas RD, et al. Relative age effect, skeletal maturation and aerobic running performance in youth soccer players. Motriz Rev Educ Fis. 2018;24(4):e101864; doi: 10.1590/s1980-6574201800040018.
 
26.
Ashworth J, Heyndels B. Selection bias and peer effects in team sports: the effect of age grouping on earnings of German soccer players. J Sports Econ. 2007;8(4):355–377; doi: 10.1177/1527002506287695.
 
27.
Salinero JJ, Pérez González B, Burillo P, Lesma ML. Relative age effect in European professional football. Analysis by position. J Hum Sport Exerc. 2013;8(4):966–973; doi: 10.4100/jhse.2013.84.07.
 
28.
Wallace JL, Norton KI. Evolution of World Cup soccer final games 1966–2010: game structure, speed and play patterns. J Sci Med Sport. 2014;17(2):223–228; doi: 10.1016/j.jsams.2013.03.016.
 
29.
De Souza IS, Vicentini L, dos Reis Morbi M, Rodrigues Marques RF. The relative age effect on soccer goalkeeper training in Brazil: scenarios of the male and female elites. J Phys Educ. 2020;31(1):e-3173; doi: 10.4025/jphyseduc.v31i1.3173.
 
30.
Da Cunha Voser R, Vieira Guimarães MG, Rodrigues Ribeiro E. Football: history, technique and goalkeeper training [in Portuguese]. Porto Alegre: EDIPUCRS; 2006.
 
31.
Krahenbühl T, Leonardo L. The relative age effect: coaches’ choices as evidence of social influence on youth handball. J Phys Educ Sport. 2020;20(5):2460–2467; doi: 10.7752/jpes.2020.05337.
 
32.
Hancock DJ, Adler AL, Côté J. A proposed theoretical model to explain relative age effects in sport. Eur J Sport Sci. 2013;13(6):630–637; doi: 10.1080/17461391.2013.775352.
 
33.
Mann DL, van Ginneken PJMA. Age-ordered shirt numbering reduces the selection bias associated with the relative age effect. J Sports Sci. 2017;35(8):784–790; doi: 10.1080/02640414.2016.1189588.
 
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