Amid extreme uncertainty during the COVID-19 pandemic, economic policymakers have struggled to respond to rapidly changing circumstances with appropriate speed and scale. One policy obstacle is the dearth of real-time indicators of the pandemic’s economic impacts, especially in low and middle...