Increasing weather volatility poses a significant threat to the livelihood of rural households in developing countries. While how rainfall shocks affect agricultural households has been well documented, there is not much evidence on the indirect effects on non-agricultural households. Combining...

We propose a new approach to detect and quantify informal employment resulting from irregular migration shocks. Focusing on a largely informal sector, agriculture, and on the exogenous variation from the Arab Spring wave on southern Italian coasts, we use machine-learning techniques to document...