Inclusion Criteria:  All patients presenting to Beaumont Health emergency departments who have tested positive for COVID-19 between December 15, 2020 and April 30, 2021 with available vaccination data through state of Michigan registry.  Exclusion Criteria:  Patients who have previously tested positive for COVID-19 prior to the study period will be excluded. Patients with missing vaccine status will be excluded.