The Impact of the COVID-19 Pandemic on Consumption ...

These cities were at a higher risk of importing cases and spreading the disease; accordingly, offline consumption decreased by 12% more in these more-exposed cities than the rest of the cities in our sample. For the cities reporting 0 cases (as of late March), the decrease in offline consumption was

  Cities, Exposed, Exposed cities