The “fast drop, slow recovery” idea plays out when looking at data from the Quad Cities region. We calculate an index for regions showing how well their economies are recovering from the COVID-induced recession. It is called our “Return to Normal” index and is comprised of 4 “high frequency” time series of economic activity (high frequency means that the data is available more frequently than traditional economic indicators that are released monthly, quarterly, or semi-annually). The idea for this index came from work on developing regional economic indices done by the Federal Reserve Banks of Chicago, Philadelphia, and St. Louis. Our four high-frequency indicators are the Dallas Federal Reserve Mobility and Engagement Index, an index of individual’s mobility in visiting retail, recreation, and other venues versus staying home, taken from cell phone data; Earnest Research Aggregate Spending data, taken from credit card transactions processed by many different credit card companies; Unemployment claims, obtained from the U.S. Bureau of Labor Statistics; and Womply’s All Merchants Open index, a measure of how many small businesses are open in a given week (the last two of these indicators are available through Opportunity Insights Economic Tracker). We combine these indicators into a single index using a technique called dynamic factor analysis. This technique has been used by many economists at the institutions mentioned earlier to derive indices of economic activity.
The region experienced a strong loss in economic activity in April below its pre-COVID baseline (calculated as the level of activity in the first week of March when COVID cases began to increase dramatically). The worst of the economic crisis occurred the second week of April and the nation recovered slowly during the rest of the quarter. By the end of June, the regional economy was estimated to have recovered about 62% of the loss it experienced during the early weeks of COVID. Part of this recovery was likely due to the large stimulus received in the region. A recent Quad-City Times article reported that businesses in the region received between $312 million and $593 million in Paycheck Protection Program loans, and we calculate that the region received around $300 million in stimulus checks.

Source Data from Opportunity Insights Economic Tracker, the Dallas Federal Reserve Bank and Earnest Research, Inc. Calculations by author
As the region moved into the third quarter, expectations were high for a further economic recovery. However, caution regarding the path of the virus, prospects for vaccines or therapeutics for patients, and a further economic stimulus from Washington weighed on these expectations. Most economists expect a strong rebound in the third quarter, but the magnitude of this is yet undetermined.