At the onset of the coronavirus disease (COVID-19) lockdown in the Philippines in April 2020, the Asian Development Bank, in partnership with the Philippine government and the private sector, implemented the Bayan Bayanihan (BB) food relief program which served approximately 162,000 households...

Innovations in big data and algorithms are enabling new approaches to target interventions at scale. We compare the accuracy of three different systems for identifying the poor to receive benefit transfers - proxy means-testing, nominations from community members, and an algorithmic approach...