Epidemiologists broadly agree that reopening "nonessential" businesses and public spaces will lead to increased transmission of the virus that causes COVID-19, though the uptick won't be visible immediately.
It's already happening in some states that reopened nonessential businesses, like Alabama, South Dakota and Texas, former Food and Drug Administration Commissioner Dr. Scott Gottlieb has said. Minnesota is gradually allowing nonessential businesses and public spaces to reopen, based on judgments about how well each kind of setting can prevent transmission and monitor for new cases.
But because some increased transmission is inevitable when economies reopen, the big question is whether the increase will be manageable, or if it will lead to soaring rates of new transmissions that trigger a "second wave" and force governments to reimpose mitigation strategies.
Some data experts are using a statistic called the reproduction rate to predict if a spike will occur after reopening, while others in public health say more attention should focus on adequately preparing for a potential surge in cases.
Michael Osterholm, director of the University of Minnesota Center for Infectious Disease Research and Policy, said special attention needs to be paid to the 36% or more of Minnesota's population who are at increased risk for severe or fatal COVID-19 disease because of conditions including advanced age, heart disease, chronic obstructive pulmonary disease, uncontrolled asthma, diabetes, and obesity with a BMI of more than 40.
New York-based data scientist and machine-learning expert Youyang Gu has produced national and state-specific models that show Minnesota's social distancing and mitigation strategies have successfully brought the state's level of transmission just a hair below a self-sustaining outbreak.
The model — one of a dozen tracked by the Centers for Disease Control and Prevention — uses death data to conclude that Minnesota has moved just slightly below 1.0 in a critical threshold that measures how many people a person with the virus is expected to infect, known as the virus' reproductive rate.
And that's a success: Moving the reproduction rate of the virus below 1.0 is an overarching goal of social-distancing efforts and the mass closures of schools, offices and event venues.