Working Papers:

Abstract: Agricultural technology raised farm productivity and released labor from farming. But does non-farm employment grow in the places where productivity rises? I study this question using the diffusion of higher-yielding rice varieties from 1976 to 2015 in China. By using a new manually collected rice approval records, I build a shift-share technology exposure measure, which combines local rice suitability with national variety diffusion. Using five waves of census data, I track migration and employment across counties, prefectures, and provinces. This paper find technology exposure pushed workers out of farming everywhere. For rural workers with one standard deviation more exposure, the probability of leaving the home province rose by 1.7 to 3.8 percentage points. Within prefectures, farm employment fell most in counties without industry, and their non-farm employment did not replace it. Across prefectures, non-farm employment grew more where industry was already larger, mostly among local workers. Those who left followed established routes to industrial destinations. Thus, although rising non-farm employment shares suggest widespread structural transformation, the employment gains are unevenly distributed across space.

Conference: CCER Summer Institute and the Global South Development Conference 2026