WORKERS WHO want to move for better pay might start by comparing average wages in cities under consideration. But there are two forces that can drive up such figures: a city might attract skilled people who would earn lots wherever they live or it might be somewhere that lifts wages for almost everyone via the productivity-enhancing magic of agglomeration. A migrant should aim for this second class of city.Untangling the impact of “place” and “person” is tricky, however. In a recent paper Gaurav Khanna of the University of California, San Diego and his co-authors do so by looking at the job histories of more than 500m people on LinkedIn, a careers platform. By tracking white-collar workers as they move to various cities, the researchers are able to estimate how much changes in their pay can be explained by place alone. Their results offer a guide to pay for like-for-like work. Our tool below compares location premiums across more than 300 cities.
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