Using the American Hospital Association’s annual survey data from 2019 and 2020 and state-level COVID-19 severity measures, this study aims to characterize the reallocation of hospital beds by examining the change in beds not related to the needs of COVID-19 patients before and during the pandemic using a two-level hierarchical linear model.