groups. Data-driven analyses suggest that most attractive white men often occupy the "top tier" of the digital dating hierarchy, receiving the highest volume of positive signals from a broad spectrum of female users, which researchers interpret as a convergence of hypergamy and existing social hierarchies.

By income

In a 2016 paper that explored the income difference between couples in 1980 and 2012, researcher Yue Qian noted that the tendency for women to marry men with higher incomes

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