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Stewart Berry
Stewart Berry
Mapping is in my blood. I am a third generation professional “mapper” and I am extremely fortunate that from high school onward I have been able to specialize in geography, geospatial systems, and geo-data.

Is Your County in Recession? A Growing Geographic Divide

September 19th, 2019 by Stewart Berry

For the full article with comments please visit:

It is ten years since the Great Recession, and the economy has sustained growth for the longest period on record, but the latest data available for county gross domestic product (GDP) reveals enduring disparity among counties, and a pattern of nearly a quarter of all counties nationwide being far outstripped in GDP and employment by so-called “Superstar Cities.” We use maps to explore how this growth is playing out across the USA, revealing patterns that may not otherwise be obvious.

“Superstar” Cities

We first looked at growth in the total number of jobs between June 2010 and June 2019. We found that 41% of the new jobs were in only 20 metropolitan areas.

This would be unsurprising given that most people are urban dwellers and cities are drawing more of the population to them. Maps are a great way to emphasize this: The red areas in the map below cover half of America. No this isn’t an optical illusion; half of all Americans live in the 27 urban areas highlighted.

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However, the top 20 employment growth Metropolitan Statistical Areas (MSAs) identified accounted for only 22% of the total population of the USA. These so-called “superstar” cities are concentrated in the rapidly expanding urban areas of the south and along the coasts.

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Is Your County in Recession?

Digging a bit deeper, we pulled the latest data available for county gross domestic product (GDP). This analysis revealed that nearly a quarter of all counties nationwide were in recession.

According to our analysis, through the end of 2015 approximately one-quarter of the nation’s 3,242 county economies were exhibiting signs of recession. Our findings are based on GDP and unemployment rates, where GDP is the market value of the goods and services produced in a year in each county. The counties identified as being in recession had a GDP decline between 2014-2015 and an unemployment rate of over 5% for the same period.

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Source: Census American Community Survey (ACS); Bureau of Economic Analysis; Maptitude mapping software

This map shows GDP change by county for 2014-2015. Counties, where GDP increased, are shown in green, and those that increased over the 2.9% national average are shown in dark green. Counties that saw their GDP decrease are shown in orange, and counties that had a decline in GDP and an unemployment rate over 5% are shown in dark red.

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The maps show distinct differences: While a small number of places are doing very well, many others are struggling. This pattern shows a widening geographic gap between a few richer cities and the rest of the country.

For comparison, the Bureau of Economic Analysis, the government agency that compiles gross domestic product data, said the nation’s economy grew 2.9% in 2015, the strongest growth since 2005. Only 35% of counties (1,126) equaled or exceeded this national rate. In comparison, the counties performing economically well saw impressive growth. The top 10% had economies that grew by 8.4% to 72% between 2014 and 2015.

The bottom third of U.S. counties saw their economies shrink, some seeing as much as a 38% change in GDP for 2014 to 2015. For example, St. Louis City, MO, saw a 9.3% decrease in GDP coupled with a 9.4% unemployment rate. For another 20% of counties, growth was not above 1.65% during that period.

“We are seeing new urban areas expanding their share of jobs while other areas, even other large urban areas, are not enjoying the benefits of one of the best economies in history,” said Stewart Berry, VP of Caliper Corporation, a data mapping software, GIS, and business consulting company, adding that “geographical differences tell a different story than national figures alone can explain.”

GDP is a critical economic measure and having this data at the county level is unprecedented. We include the most current version of county-level GDP and unemployment data for free with Maptitude 2019.

For more information on Maptitude GIS Software please visit .

The Maptitude team is passionate about providing information that is as accurate as possible, whether it is our own ZIP Codes or externally sourced data such as the HERE streets. Check us out:

Like what you read? Share, like, and comment. Follow me for more pieces on mapping, political and school redistricting, and geographical information systems and data. All opinions are my own.

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