“…While the nature of our data prevents us from identifying the specific imperfections that prevent full risk sharing in the new environment, we stress the reduction in the importance of local TVEs and agriculture in the economy as well as the increase in migration to explain this shift. In this sense, our paper and findings relate to a literature that studies the effect of changes in the economic or policy environment on informal insurance, including migration incentives (Meghir, Mobarak, Mommaerts et al, 2021), aid programs (Angelucci and De Giorgi, 2009), savings accounts (Dupas, Keats, and Robinson, 2019), credit markets (Banerjee, Breza, Chandrasekhar et al, 2021), microfinance (Feigenberg, Field, and Pande, 2013), and formal insurance (Munshi and Rosenzweig, 2016). 3 As large panel datasets from developing countries become increasingly available, our framework has potentially wide application for further study of these issues.…”