Exploring board gender diversity: a co-word analysis and conceptual framework of themes and trends in literature
- 9 April 2026
- journal article
- Published by Emerald Publishing in Equality, Diversity and Inclusion: An International Journal
- p. 1-25
Abstract
Purpose: This study employs co-word analysis to map thematic patterns in board gender diversity (BGD) research and reveal how themes interconnect and evolve. Design/methodology/approach: A total of 1,015 peer-reviewed articles from Web of Science were analyzed using co-word analysis. In lieu of a full-text review, a computational approach is adopted, whereby metadata (keywords, titles, abstracts) is analyzed using Python-based tools. This process facilitates the detection of term co-occurrences and the visualization of thematic clusters. Thematic clusters are captured through pattern recognition, thereby offering an in-depth look at field development. Findings: Five thematic clusters were identified: corporate performance and governance; policy and regulation; diversity and inclusion; sustainability and corporate responsibility; and methodology and research approaches. Performance terms frequently co-occur with contextual moderators and institutional factors, reflecting recognition that diversity effects operate through complex, contingent mechanisms. Research limitations/implications: Reliance on single-database metadata and absence of full-text analysis are key limitations. Future research should integrate multiple databases and mixed-methods approaches, focusing on contingency and complexity. Practical implications: Policymakers should move beyond numerical quotas to foster inclusive board cultures. Practitioners should recognize that diversity benefits require strategic integration of diverse voices. Originality/value: This study provides the first large-scale mapping of BGD scholarship’s conceptual architecture through keyword co-occurrence. In contradistinction to citation-based bibliometrics, this methodology unveils the manner in which researchers frame investigations and the ways in which themes converge, thereby identifying opportunities for future inquiry.Keywords
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