New metropolitan rankings regarding knowledge-based industries and entrepreneurship


New research provides insight into the Wichita metropolitan area economy and dynamism.

The Walton Family Foundation has released a study titled “The Most Dynamic Metropolitans,” saying it is new research ranking the economic performance of metropolitan areas in the Heartland and across the country. 1

Of the study, the authors write “Our Most Dynamic Metropolitan Index, and the analysis contained in this report provides objective insight into the communities providing economic opportunity for their residents, separating high performers from the low. Most Dynamic Metropolitans provides fact-based metrics on near-term and medium-term performance and prospects for long-term growth. The index allows economic development officials the ability to monitor their metro’s vivacity relative to others on a national basis or within their region and state.”

In the overall rankings, Wichita was number 319 of 379 metropolitan areas examined. Of note, this research recognizes the importance of young firms:

While most of our metrics are commonly used indicators of economic development, the young firm employment ratio is a relatively new measure. We use factor analysis to test our hypothesis that the ratio is an indicator of longer-term economic growth. Factor analysis is a statistical tool that can derive categories, called factors, from several variables by finding the ways clusters of variables move together. A factor analysis on all of our metrics tells us that we generally have the two factors we claimed to have above: one closely relating to variables such as 2016-2017 growth in average annual pay and 2017-2018 job growth. The second most closely relating to per-capita personal income, 2013-2017 growth in real GDP, 2013-2017 average annual pay growth and the young firm employment ratio. Thus, our hypothesis regarding the young firm employment ratio seems valid.

There have been some rankings showing Wichita doing well in jobs at young firms. 2 That’s good, as young firms — which are different from small business — are vitally important to economic growth. 3

This study, however, shows Wichita lagging in young firm employment ratio. In these rankings, Wichita came in at position 247 of 379 metro areas. That is better than the overall ranking for Wichita, which is at number 319.

The young firm employment ratio is calculated using data from 2016. Perhaps newer data will show something different.


  1. Walton Family Foundation. New Metropolitan Rankings Show Knowledge-Based Industries and Entrepreneurship Drive Success. June 10, 2019. Press release with links to documents available at
  2. Weeks, Bob. Metro Monitor evaluates the Wichita economy. Available at
  3. Jason Wiens and Chris Jackson. The Importance of Young Firms for Economic Growth. Available at


Leave a Reply

This site uses Akismet to reduce spam. Learn how your comment data is processed.