Background: COVID-19 efforts were often ineffective in controlling the spread of the pandemic. Thus. identifying ineffective controls during a pandemic is vital. Method: Utilizing publicly available data on COVID deaths in the counties of US states. https://www.chiggate.com/stagg-sdm70-dynamic-microphone-online-now/