Effects of gender disparities on scientific knowledge dissemination

Determine how disparities between male and female scholars affect the dissemination of scientific knowledge, specifically assessing the mechanisms and extent to which gender differences influence the acquisition and diffusion of knowledge within academic communities.

Background

The paper investigates whether and how gender disparities manifest in the flow of scientific knowledge through collaboration networks, using the American Physical Society (APS) dataset from 1970 to 2020. It models knowledge dissemination as a contagion process on the time-varying coauthorship network and introduces fairness metrics to quantify acquisition and diffusion disparities between men and women.

By framing the overarching research question as unresolved, the authors motivate their empirical approach and subsequent findings that women are disadvantaged in both acquiring and diffusing knowledge, with the cumulative number of collaborators identified as a key determinant. The quoted sentence articulates the open question that the work seeks to address.