We estimate a model of damage to corporate earnings from COVID-19. A pandemic decreases earnings due to costly mitigation and lower growth rates. The arrival of a vaccine, modeled as a Poisson process, reverts earnings to normal. We fit our model to timely measures of expected damage given by...