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Updated: Jul 5, 2026

Comparing Bibliometric Analysis Using PubMed, Scopus, and Web of Science Databases
Published on: October 24, 2019
The Evolution of Digit Ratio (2D:4D) From 1998 to 2025: A Bibliometric Analysis
Serkan Karaismailoglu1, Eda Karaismailoglu2
1Department of Physiology, Faculty of Medicine, Hacettepe University, Ankara, Türkiye.
Introduction:
The second-to-fourth digit ratio (2D:4D) has been extensively investigated as a potential biomarker of prenatal sex hormone exposure across biological, psychological, and behavioral sciences. Despite rapid growth in this field, a comprehensive evaluation of its developmental course and conceptual framework has been limited.
Methods:
This study provides a comprehensive bibliometric analysis of global 2D:4D research from 1998 to 2025. Bibliometrix (R software) and VOSviewer were employed to evaluate publication trends, influential authors, countries, institutions, journals, collaboration networks, keyword co-occurrence, and co-citation structures.
Results:
A total of 1692 articles and reviews were included. The results reveal a steady growth in publications, with an average annual increase of 17.51%, alongside expanding international collaboration. Early studies focused on sexual dimorphism, prenatal androgen exposure, and developmental biology, whereas recent research emphasizes psychological traits, stress-related outcomes, and health associations. Keyword and co-citation analyses identified multiple thematic clusters, highlighting the interdisciplinary evolving nature of the field.
Conclusion:
Overall, this study demonstrates the historical evolution, current landscape, and emerging trends of 2D:4D research. The findings underscore the need for greater methodological standardization, increased use of longitudinal and cross-cultural designs, and closer integration of biological and translational models to advance future research.
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