Structural change in labor supply and cross-country differences in hours worked

•This paper builds a model of structural change in labor supply.•We estimate the model to cross-country employment and hours data.•Sectoral reallocation out of self employment helps explains why employment rates fall between low- and middle-income countries.•Declining fixed costs of work help explain why employment rates rise and hours per worker fall between middle-income and rich countries.