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BRIEF RESEARCH REPORT article

Front. Sports Act. Living

Sec. Women in Sport

Volume 7 - 2025 | doi: 10.3389/fspor.2025.1644415

This article is part of the Research TopicRelative Age Effect in Sports: Talent Identification, Performance, and Fair PracticesView all 3 articles

The Relative Age Effect among Female Basketball Players in the Israeli Premier League

Provisionally accepted
Simcha  AvugosSimcha Avugos*Michal  MalulMichal Malul
  • The Academic College Levinsky-Wingate, Netanya, Israel

The final, formatted version of the article will be published soon.

In sports, the term relative age effect refers to the asymmetrical distribution of athletes based on their birth dates relative to an arbitrary cut-off date. Some studies indicate that athletes who were born shortly after this cut-off tend to have higher representation in elite sports leagues compared to those who were born later in the year. Yet the literature presents inconsistencies in empirical support for this effect. The aim of this study, therefore, was to examine the relative age effect in female basketball players from the Israeli Premier League, while distinguishing between domestic and foreign players (n = 215, Mage = 24.08 years, SD = 5.17; and n = 120, Mage = 30.33 years, SD = 3.68, respectively), and examining two alternative cut-off dates (January 1 and September 1). Data were collected over six seasons, 2018– 2024. Chi-square values and odds ratios were calculated to examine the distribution of birth quarters compared to uniform distribution in general, and to Israeli and U.S. live birth data. The findings reveal that the relative age effect was insignificant among the players, regardless of their nationality. While a higher number of players were found to have been born in the second quarter of the year, this difference was statistically insignificant, regardless of whether a uniform distribution of births or normative population values were applied. As such, the findings of the current study do not support the existence of selection bias among coaches based on the birth dates of female professional basketball players in Israel.

Keywords: relative age effect, female athletes, talent development, Elite sports, selection bias

Received: 10 Jun 2025; Accepted: 13 Aug 2025.

Copyright: © 2025 Avugos and Malul. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Simcha Avugos, The Academic College Levinsky-Wingate, Netanya, Israel

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