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Slower than it appears? A statistical representation of the evolution of gender equality in Europe
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  • Published: 16 March 2026

Slower than it appears? A statistical representation of the evolution of gender equality in Europe

  • Jon Olaskoaga-Larrauri1,
  • Judith Ranilla-Arija1 &
  • Ernesto Cilleruelo-Carrasco1 

Humanities and Social Sciences Communications , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Cultural and media studies
  • Development studies
  • Politics and international relations
  • Social policy
  • Sociology

Abstract

Since the 1990s, social and media interest in gender (in)equality has spawned several synthetic measurement projects. Compared with the rest of the world, the specific characteristics of European countries and the European Union’s commitment to gender equality justify a unique initiative in this area: the Gender Equality Index (GEI) of the European Institute for Gender Equality (EIGE). However, scholars have raised critical concerns regarding the theoretical foundations of the GEI, its metric design, and other aspects of its construction. In particular, three technical features have sparked debate: the correction coefficient applied to raw equality scores, the use of geometric means to aggregate indicators, and the inclusion of certain indicators that are not updated as frequently as desired. In this article, we describe and quantify how these three methodological choices influence the portrayal of the speed at which EU countries advance towards full equality between men and women.

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Data availability

The datasets generated during and/or analysed during the current study are available in the Zenodo repository, https://zenodo.org/records/18147483 (https://doi.org/10.5281/zenodo.18147483).

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Authors and Affiliations

  1. Department of Business Administration, University of the Basque Country (UPV/EHU), Leioa, Spain

    Jon Olaskoaga-Larrauri, Judith Ranilla-Arija & Ernesto Cilleruelo-Carrasco

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  1. Jon Olaskoaga-Larrauri
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  2. Judith Ranilla-Arija
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  3. Ernesto Cilleruelo-Carrasco
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Contributions

All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by JO-L and JR-A. The first draft of the manuscript was written by JO-L, JR-A and EC-C, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

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Correspondence to Jon Olaskoaga-Larrauri.

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Olaskoaga-Larrauri, J., Ranilla-Arija, J. & Cilleruelo-Carrasco, E. Slower than it appears? A statistical representation of the evolution of gender equality in Europe. Humanit Soc Sci Commun (2026). https://doi.org/10.1057/s41599-026-06966-x

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  • Received: 03 September 2025

  • Accepted: 05 March 2026

  • Published: 16 March 2026

  • DOI: https://doi.org/10.1057/s41599-026-06966-x

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