Using a unique panel of rice-producing Chinese households, this paper tests off-farm employment’s effects on agricultural production. We find the sizable rural out-migration in the past two decades has had negligible effects on China’s rice production. This cannot be explained by farm labor market perfection or any technological improvements financed by off-farm income; rather, evidence points to the persistence of disguised unemployment in 21st century China.