The coronavirus disease (COVID-19) pandemic profoundly impacted people's lives, social activities, and businesses. It particularly affected micro, small, and medium-sized enterprises (MSMEs), which account for the vast majority of firms and most of the labor force. Compared to larger firms,...

This paper explores how migration to local towns, big cities, and overseas has halted the transmission of poverty from parents to children in rural Philippines. Parents’ income has come mainly from agricultural sources while children’s income has come largely from nonfarm sources. Initially,...

The coronavirus disease (COVID-19) pandemic profoundly impacted people's lives, social activities, and businesses. It particularly affected micro, small, and medium-sized enterprises (MSMEs), which account for the vast majority of firms and most of the labor force. Compared to larger firms,...

The lack of suitable data is a key challenge in ex-post policy evaluations. This paper proposes a novel data to measure local economic activities using vehicle counts in each 500 meter (m) x 500 m tile. The metric is derived from high resolution satellite images using a machine learning...