Racial/Ethnic Bias in AI Systems: PRISMA Systematic Review of Magnitude, Domains, and Mitigation Strategies (2014–2025)
Published: 11 November 2025| Version 1 | DOI: 10.17632/pjfmsy3d9s.1
Contributors:
Juan Sebastián Fernández-Prados, Yolanda Cara-Fernández, Description
This dataset supports the systematic review “Racial/Ethnic Bias in AI Systems: PRISMA Review (2014–2025)”, conducted using Scopus as the sole source. It includes bibliographic records, screening decisions, extraction matrices, and risk of bias assessments for 555 retrieved studies. The dataset enables transparency, reproducibility, and meta-research on algorithmic fairness. It follows PRISMA 2020 and PRISMA-S guidelines.
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Institutions
- Universidad de Almeria
Categories
Artificial Intelligence, Systematic Review, Racial Discrimination, Algorithmic Efficiency