Math Misconceptions Abound When Adults Reason about COVID-19 Health Statistics

Widespread early confusion that COVID-19 was less fatal than the flu stemmed from whole number bias, a misconception leading people to consider absolute deaths or infections, not rates. Across two RCTs, adults learned to calculate case-fatality rates with worked examples or visualizations. Treatments diminished math misconceptions and increased COVID-19 worry.