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cs.DL2025
Survivors in Science: A Comprehensive Analysis
Marek Kwiek, Lukasz Szymula
Gender inequality in scientific careers can emerge at two analytically distinct margins: inequality in who remains in science and inequality among those who remain. While the forme…
cs.DL2024★ 2 cited
Quantifying Lifetime Productivity Changes: A Longitudinal Study of 320,000 Late-Career Scientists
Marek Kwiek, Lukasz Szymula
The present study focuses on persistence in research productivity over the course of an individual's entire scientific career. We track 'late-career' scientists - scientists with a…
cs.DL2023
Young Male and Female Scientists: A Quantitative Exploratory Study of the Changing Demographics of the Global Scientific Workforce
Marek Kwiek, Lukasz Szymula
In this study, the global scientific workforce is explored through large-scale, generational, cross-sectional, and longitudinal approaches. We examine 4.3 million nonoccasional sci…