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      Prevalence of the Relative Age Effect in Elite Brazilian Volleyball: An Analysis Based on Gender, the Playing Position, and Performance Indicators

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          Abstract

          Athletes born closer to an arbitrary cut-off date are more likely to reach an elite level in sport, which is supported by a phenomenon called the relative age effect (RAE). It is important to determine whether this phenomenon is present in a sport to minimize this selection bias. This study aimed to investigate the prevalence of RAE in elite volleyball athletes, considering the influence of gender, the playing position (Setter, Middle, Libero, Opposite, and Outside Hitter) and the performance level (attack points, aces, and block points). The sample comprised 203 male and 193 female athletes competing in the Superliga A in the 2020/2021 season, which was equivalent to all of the teams of the championship. The data collection was performed during May and June, 2021. Athletes were organized according to gender, the playing position, and performance in the Superliga. For performance variables, athletes were separated based on the median value (90.0), and classified as high- or low-performance. Chi-squared tests were performed to verify differences between birth date distributions in relation to the aforementioned variables. Results indicated overrepresentation of relatively older male athletes (Q1 = 35.96%; Q2 = 27.59%; Q3 = 19.21%; Q4 = 17.24%), especially in Middles, Opposites, and Outside Hitters, regardless of their performance level. Considering females, no differences were found. Our findings suggest that RAE operates differently for men and women in elite Brazilian volleyball. The characteristics of the games played by male and female elite athletes may lead to different talent selection processes, affecting the likelihood of RAE prevalence.

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          Multiple Regression Approach to Analyzing Contingency Tables: Post Hoc and Planned Comparison Procedures

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            The relative age effect in youth soccer across Europe.

            The potential asymmetries in the birth-date distributions of youth soccer players across ten European countries (2175 age citations) were considered. First, we examined the birth-dates of players representing national youth teams in international competitions. Second, the birth-dates of players representing professional club teams in international youth tournaments were analysed. Kolmogorov-Smirnov tests were used to assess differences between observed and expected birth-date distributions. Regression analyses were employed to examine the relationship between month of birth and number of players in the different samples. The results showed an over-representation of players born in the first quarter of the selection year (from January to March) for all the national youth selections at the under-15 (U-15), U-16, U-17 and U-18 age categories, as well as for the UEFA U-16 tournaments and Meridian Cup. Players with a greater relative age are more likely to be identified as "talented" because of the likely physical advantages they have over their "younger" peers. Some options for reducing the relative age effect are offered.
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              Biological maturation of youth athletes: assessment and implications.

              The search for talent is pervasive in youth sports. Selection/exclusion in many sports follows a maturity-related gradient largely during the interval of puberty and growth spurt. As such, there is emphasis on methods for assessing maturation. Commonly used methods for assessing status (skeletal age, secondary sex characteristics) and estimating timing (ages at peak height velocity (PHV) and menarche) in youth athletes and two relatively recent anthropometric (non-invasive) methods (status-percentage of predicted near adult height attained at observation, timing-predicted maturity offset/age at PHV) are described and evaluated. The latter methods need further validation with athletes. Currently available data on the maturity status and timing of youth athletes are subsequently summarised. Selection for sport and potential maturity-related correlates are then discussed in the context of talent development and associated models. Talent development from novice to elite is superimposed on a constantly changing base-the processes of physical growth, biological maturation and behavioural development, which occur simultaneously and interact with each other. The processes which are highly individualised also interact with the demands of a sport per se and with involved adults (coaches, trainers, administrators, parents/guardians).
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                Author and article information

                Journal
                J Hum Kinet
                J Hum Kinet
                hukin
                Journal of Human Kinetics
                Sciendo
                1640-5544
                1899-7562
                08 November 2022
                October 2022
                : 84
                : 148-157
                Affiliations
                [1 ]Physical Education Department, Federal University of Mato Grosso , Cuiabá, Brazil
                [2 ]Physical Education Department, University Center UDF, Brasília , Distrito Federal, Brazil
                [3 ]Physical Education Department, Federal University of Juiz de Fora – Governador Valadares Advanced Campus , Governador Valadares, Brazil
                [4 ]Center for Advanced Study and Research in Sports, Center of Physical Education and Sport, Federal University of Santa Maria , Santa Maria, Brazil
                [5 ]Center for Advanced Study and Research in Sports, Faculty of Physical Education and Dance, Federal University of Goiás , Goiânia, Brazil
                [6 ]Centre for Research, Education, Innovation, and Intervention in Sport, University of Porto , Porto, Portugal
                [7 ]Graduate Program in Physical Education, Catholic University of Brasília , Taguatinga, Brazil
                [8 ]Physical Education Department, University Center UniCEUB , Brasília, Brazil
                [9 ]Physical Education Department, University Center IESB , Brasília, Brazil
                [10 ]Bioscience Institute, São Paulo State University , Rio Claro, Brazil
                Author notes
                [* ] Henrique de Oliveira Castro. Physical Education Department, Faculty of Physical Education, Universidade Federal de Mato Grosso – FEF/UFMT. Av. Fernando Corrêa da Costa, 2367. Boa Esperança, Cuiabá, Mato Grosso, Brazil. Zip code: 78060-900. Phone: +55 61 99868-5563 henriquecastro88@ 123456yahoo.com.br
                Article
                hukin-2022-0093
                10.2478/hukin-2022-0093
                9679195
                36457470
                cdd49a48-8c63-43f5-ac92-9dc66fa6f513
                © 2022 Henrique de Oliveira Castro, Samuel da Silva Aguiar, Lucas Savassi Figueiredo, Lorenzo Laporta, Gustavo De Conti Teixeira Costa, José Afonso, Sérgio Adriano Gomes, Vivian de Oliveira, published by Sciendo

                This work is licensed under the Creative Commons Attribution 4.0 International License.

                History
                Page count
                Pages: 10
                Categories
                Section III – Sports Training

                talent selection,selection bias,athletes
                talent selection, selection bias, athletes

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