Dissertation
“The Local Economic Impacts of Amazon: Evidence from From Fulfillment Centers and Lessons for Local Economic Development"”
Does the entry of a large employer to a local labor market increase welfare for residents? What are the implications for local economic development policy? To answer these questions, this dissertation conducts the first, comprehensive analysis of the dramatic expansion of Amazon’s fulfillment center (FC) network from 2010 onward. In Chapter 1, I exploit the staggered roll-out of FCs across large U.S. metros in a difference-in-difference framework. I find Amazon’s entry to a new metro increases the total employment rate by 1.0 percentage points and average wages by 0.7 percent. The industrial composition of employment shifts from retail and wholesale trade to warehousing and tradeable services, primarily driven by younger workers. Employment gains are concentrated among non-college workers. Local rents increase by 1.1 percent, utility costs by 6.0 percent, and home values by 5.6 percent. In Chapter 2, I present a detailed spatial equilibrium model of the U.S. economy. My model is an extension of the classic urban economics models of Rosen (1979) and Roback (1982), combined with elements of modern quantitative spatial equilibrium models, such as Kline and Moretti (2014) and Redding and Rossi-Hansberg (2017). It incorporates worker heterogeneity in education and home ownership, productivity spillovers across sectors, local government financed public goods, and unobserved non-wage amenities. The model yields welfare expressions that transparently map the impact of eight distinct channels, all of which have been shown to be empirically important for the welfare incidence of local labor demand shocks. These channels include: (1) direct employment effects, (2) cross-sector spillovers, (3) local cost of living, (4) average home values, (5) local public goods, (6) corporate subsidies, (7) non-wage amenities, and (8) migration. In the third and final chapter, I calibrate my spatial equilibrium model to the U.S. economy before and after Amazon’s expansion. I estimate welfare effects in the aggregate and by education and home ownership status. I find a net increase in welfare: the average worker is willing to pay $329 per year (0.8 percent of income) to live in a large U.S. city after Amazon’s entry. The welfare gains are primarily driven by rising home values; the increase in employment, wages, and benefits of the sectoral shifts are partially offset by rising costs of living and a declining average value of non-wage amenities in large cities. Corporate subsidies have a negligible impact on welfare as they are a small share of state and local budgets. I conclude with recommendations for state and local leaders when evaluating local economic development policies.
Awards: 2023 North American Regional Science Council (NARSC) Graduate Student Author Competition
Media: CBC, Marginal Revolution, Reason Magazine
Work in Progress
“Measuring the Intensive Margin of Occupational Licensing,” with Keith Cunnien, Ethan Ellis, Jason Hicks, Morris Kleiner, and Corissa Marson
Introduce a new, comprehensive database of the details of occupational licensing regulation across the U.S. from 1990-2021 collected directly from the statutes and regulations.
“Benefits Cliffs and Labor Supply” with Anusha Nath
Use unique administrative data from Minnesota to better understand labor supply decisions of low-income families and improve the design of economic assistance programs.
U.S. Bureau of Labor Statistics Publications
“Professional Certifications and Occupational Licenses: Evidence from the Current Population Survey,” Monthly Labor Review, June 2019, https://doi.org/10.21916/mlr.2019.15.
Current Population Survey Staff, “Electronically Mediated Work: New Questions in the Contingent Worker
Supplement,” Monthly Labor Review, September 2018, https://doi.org/10.21916/mlr.2018.24.
“Great Recession, Great Recovery? Trends from the Current Population Survey,” Monthly Labor Review, April 2018, https://doi.org/10.21916/mlr.2018.10.
“Unemployment Holds Steady for Much of 2016, Edges Down in Fourth Quarter,” with Vernon Brundage, Jr., Monthly Labor Review, March 2017, https://doi.org/10.21916/mlr.2017.11.