The relative age effect among female basketball players in the Israeli Premier League

In sports, the term <i>relative age effect</i> 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 (<i>n</i> = 215, M<sub>age</sub> = 24.08 years, SD = 5.17; and <i>n</i> = 120, M<sub>age</sub> = 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.

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Publication Details

Journal
Frontiers in Sports and Active Living
Published
2025-08-29
DOI
https://doi.org/10.3389/fspor.2025.1644415
Primary Topic
Sport Psychology and Performance
Type
article
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article

The relative age effect among female basketball players in the Israeli Premier League

Simcha Avugos, Michal Malul
Frontiers in Sports and Active Living
Sport Psychology and Performance
article

The relative age effect among female basketball players in the Israeli Premier League

Simcha Avugos, Michal Malul
article en

Abstract

In sports, the term <i>relative age effect</i> 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 (<i>n</i> = 215, M<sub>age</sub> = 24.08 years, SD = 5.17; and <i>n</i> = 120, M<sub>age</sub> = 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.

Frontiers in Sports and Active LivingVol. 7
Academic College at Wingate (IL)
Openalex Percentile: Top 75%
Sport Psychology and Performance
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The relative age effect among female basketball players in the Israeli Premier League — Simcha Avugos, Michal Malul · Frontiers in Sports and Active Living (2025) | TGRS Research Map | TGRS