We were able to analyze detailed retail industry employment data for roughly 700 counties, areas that account for 82 percent of jobs nationwide. Such data are not available for more than 2, 000 rural counties, however; to include those areas in our analysis, we have combined statistics on rural counties by state. In New York, for example, we had detailed data for only thirty-five of the state's sixty-two counties, so we combined the other twenty-seven into one area, which we can think of as a really big, sparsely populated county. When these amalgamations are added in, we have a nationwide data set spanning 742 "counties" (as we will call them for simplicity). Between 2012 and 2016, 561 (about 75 percent) of the counties we studied lost department store jobs. While a majority of those counties did see some increase in nonstore retail jobs, four-fifths of these counties lost out on net—that is, department stores shed more jobs than nonstore retailers added. Of those counties that came out ahead—that is, gained more in nonstore retail jobs than they lost in department store jobs—some came out way ahead: none did better than King County, Washington, home of In 2012, King County's nonstore employment represented 1.
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