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We focus our study on knowledge workers for a variety of reasons. First, the importance of these occupations in the U.S. economy has grown significantly over past decades (Autor & Dorn, 2009, 2013) and is expected to continue to grow in importance over time. Second, many knowledge workers engage in activities that can readily be
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