AUTHOR=Lopez Yvette P. , LaVan Helen , Martin William M. TITLE=How to advance employment discrimination research in an era of big data and analytics JOURNAL=Frontiers in Sociology VOLUME=Volume 10 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/sociology/articles/10.3389/fsoc.2025.1605748 DOI=10.3389/fsoc.2025.1605748 ISSN=2297-7775 ABSTRACT=This paper examines recent research on employment discrimination and addresses basic issues concerning who should be the focal subjects of employment discrimination research and which search terms should be examined. This article proposes that the way forward in employment discrimination research is using empirical legal scholarship and various large databases that support a more holistic approach to examining the different subjects of employment discrimination and the various search terms used to identify employment discrimination issues. This article explains how empirical legal scholarship, content analysis, and thematic analysis can be utilized to better understand employment discrimination. The paper concludes with propositions and recommendations for future research, including an intersectional focus.