Investigation
Was the U.S. COVID-19 death toll substantially inflated by 'with COVID' deaths?
A Minnesota comparison of death certificates with a more intensive standardized mortality definition found over 90% agreement for most groups, with undercounting observed more often than overcounting.
Minnesota's 14,004-death analytic comparison recorded 13,108 concordant COVID deaths, 483 case-defined COVID deaths absent from certificates and 413 COVID-attributed certificates ruled out. This is not a national misclassification fraction.
The Minnesota analysis also identified both ruled-out deaths that mentioned COVID-19 and confirmed COVID-19 deaths omitted from death certificates, demonstrating real bidirectional classification error.
Supports caution about individual certificates without supporting large net national overcount.