Configurations of Ancestral Norms and Women’s Empowerment

This paper examines how combinations of ancestral cultural norms are associated with women’s empowerment across ethnic groups worldwide. Linking Demographic and Health Surveys to ancestral traits from the Ethnographic Atlas, we develop a hybrid supervised– unsupervised approach combining Partial Least Squares with k-means clustering to identify multidimensional normative configurations. We identify five probabilistic regimes spanning the empowerment gradient. Severe disempowerment is associated with an accumulation of restrictive norms, while religious norms and women’s role in agriculture distinguish higherempowerment environments within otherwise broadly patriarchal configurations. Further up the gradient, contrasts concern first hierarchical social institutions, then kinship structures and the loosening of patriarchal arrangements, before less traditional, more gender-neutral configurations become widespread at the highest levels of empowerment. The salience of norms varies with the configurations in which they are embedded, revealing strongly non-monotonic patterns. These findings remain robust to accounting for contemporary socioeconomic conditions and to a range of sensitivity checks. Overall, the analysis provides a global mapping of ancestral normative environments associated with women’s agency and helps identify the configurations most closely related to severe intrahousehold inequality.