Early data shows promising signs of COVID-19 vaccine efficacy in long term care facilities (LTCF), with cases declining more quickly than in the rest of the population. With roughly 20% of the population accounting for ~60% of cases, targeted vaccine distribution may already be improving health outcomes. We expect that ~50% of the US population will be inoculated by May.