Natural experiment from German reunification shows labor demand shock disperses hire quality and fails to boost female hires, converging to West German patterns, with simulations indicating higher quality for marginal female hires.
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PATCH model simulations show preferential attachment and homophily increase segregation and degree inequality while triadic closure reduces segregation but amplifies overall inequality, and the model accounts for observed gender disparities in 50 years of physics and CS collaboration networks.
Early brokerage in academic networks produces cumulative advantage in later participation and career impact for physicists, equally for men and women.
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A missed opportunity? Labor demand and workforce diversity
Natural experiment from German reunification shows labor demand shock disperses hire quality and fails to boost female hires, converging to West German patterns, with simulations indicating higher quality for marginal female hires.
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Network Inequality through Preferential Attachment, Triadic Closure, and Homophily
PATCH model simulations show preferential attachment and homophily increase segregation and degree inequality while triadic closure reduces segregation but amplifies overall inequality, and the model accounts for observed gender disparities in 50 years of physics and CS collaboration networks.
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Cumulative Advantage of Brokerage in Academia
Early brokerage in academic networks produces cumulative advantage in later participation and career impact for physicists, equally for men and women.