Finds financial incentives increase male GP residents in Catalonia, indicating potential for gender parity.
We find that gender-neutral financial incentives increased the share of male General Practice (GP) residents by 30% in Catalonia, Spain. Exploiting a salary supplement policy for GP residents and a synthetic difference-in-differences design, we estimate an increase of 8.3 percentage points, with effects concentrated in areas receiving larger wage increases. We also document suggestive evidence of lower GP vacancy rates in treated regions after the policy, although this pattern cannot be interpreted causally. To our knowledge, these results provide the first causal evidence that gender-neutral financial incentives can attract men into a highly feminized occupation.
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Cobreros et al. (2026) studied this question.
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