This article first appeared at Forbes.
We often conflate high salaries with prosperity, but that can be deceptive. Someone who lives in New York or San Francisco might make more money than a counterpart in the same profession in Houston or Dallas-Fort Worth, but when the cost of living is factored in, their Southern colleagues may actually come out ahead.
At the Center for Opportunity Urbanism, we developed a Standard of Living Index to get a better sense of where workers are getting the most for their paychecks. We began with the Bureau of Economic Analysis regional price parities for the 107 metropolitan statistical areas with more than 500,000 residents, added the costs for purchasing the average house and weighted the index based on the national distribution of renting and owning (63 percent owning, 37 percent renting). Housing plays a disproportionate role in the difference in costs between the most and least expensive metro areas, as we will detail later.