The challenges of data usage for the United States’ COVID-19 response

•The coronavirus pandemic requires policy makers to quickly translate public health data into decisions.•Public health data has demonstrated many pitfalls in the United States.•These pitfalls include problems with data presentation, availability, and aggregation.•Both individuals collecting data and institutions providing data have opportunities to improve the data management process.