As the COVID-19 pandemic surged throughout the United States, increased demand for health workers led to the implementation of health workforce data and tools to aid planning and response at local, state, and national levels.

This article describes the development of 2 estimator tools—the State Hospital Workforce Deficit Estimator and the Contract Tracing Workforce Estimator—designed to inform health workforce planning during COVID-19.