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Earnings functions when wages and prices vary by location

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Author Info
Dan Black
Natalia Kolesnikova
Lowell J. Taylor

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Abstract

In this paper we study whether location-specific price variation likely affects statistical inference and theoretical interpretation in the empirical implementation of human capital earnings functions. We demonstrate, in a model of local labor markets, that the ?return to schooling" is a constant across locations if and only if preferences are homothetic ? a special case that seems unlikely to generally pertain. Examination of U.S. Census data (for 1980, 1990, and 2000) provides persuasive evidence that the return to a college education, relative to a high school education, does indeed vary widely across cities, e.g., in 1990 the return in Houston is 0.54 while in Seattle it is only 0.33. We provide theoretical reasons to suspect that the returns to education are relatively lower in expensive high-amenity locations, and present evidence consistent with this prediction. Finally, we raise concerns about standard empirical exercises in labor economics which treat the returns to education as a single parameter.

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Paper provided by Federal Reserve Bank of St. Louis in its series Working Papers with number 2007-031.

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Date of creation: 2007
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Handle: RePEc:fip:fedlwp:2007-031

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Keywords: Wages Labor market Education

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  2. Harmon, Oskar R., 1988. "The income elasticity of demand for single-family owner-occupied housing: An empirical reconciliation," Journal of Urban Economics, Elsevier, vol. 24(2), pages 173-185, September. [Downloadable!] (restricted)
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    Other versions:
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  5. Angrist, Joshua D & Krueger, Alan B, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, MIT Press, vol. 106(4), pages 979-1014, November. [Downloadable!] (restricted)
    Other versions:
  6. Murphy, Kevin M & Welch, Finis, 1992. "The Structure of Wages," The Quarterly Journal of Economics, MIT Press, vol. 107(1), pages 285-326, February. [Downloadable!] (restricted)
  7. Acemoglu, Daron, 1996. "A Microfoundation for Social Increasing Returns in Human Capital Accumulation," The Quarterly Journal of Economics, MIT Press, vol. 111(3), pages 779-804, August. [Downloadable!] (restricted)
  8. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2003. "Fifty Years of Mincer Earnings Regressions," IZA Discussion Papers 775, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  9. Harvey S. Rosen, 1985. "Housing Subsidies: Effects on Housing Decisions, Efficiency, and Equity," NBER Working Papers 1161, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  10. Olsen, Edgar O., 1987. "The demand and supply of housing service: A critical survey of the empirical literature," Handbook of Regional and Urban Economics, in: E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 2, chapter 25, pages 989-1022 Elsevier. [Downloadable!] (restricted)
  11. Beeson, Patricia E., 1991. "Amenities and regional differences in returns to worker characteristics," Journal of Urban Economics, Elsevier, vol. 30(2), pages 224-241, September. [Downloadable!] (restricted)
  12. William C. Horrace & Peter Schmidt, 2000. "Multiple comparisons with the best, with economic applications," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(1), pages 1-26. [Downloadable!]
  13. Stuart A. Gabriel & Stuart S. Rosenthal, 2004. "Quality of the Business Environment Versus Quality of Life: Do Firms and Households Like the Same Cities?," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 438-444, 02. [Downloadable!] (restricted)
  14. Hausman, J. A. & Newey, W. K. & Powell, J. L., 1995. "Nonlinear errors in variables Estimation of some Engel curves," Journal of Econometrics, Elsevier, vol. 65(1), pages 205-233, January. [Downloadable!] (restricted)
  15. Glaeser, Edward L & Mare, David C, 2001. "Cities and Skills," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 316-42, April. [Downloadable!] (restricted)
    Other versions:
  16. Rosen, Harvey S., 1985. "Housing subsidies: Effects on housing decisions, efficiency, and equity," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 1, chapter 7, pages 375-420 Elsevier. [Downloadable!] (restricted)
  17. Gyourko, Joseph & Kahn, Matthew & Tracy, Joseph, 1999. "Quality of life and environmental comparisons," Handbook of Regional and Urban Economics, in: P. C. Cheshire & E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 3, chapter 37, pages 1413-1454 Elsevier. [Downloadable!] (restricted)
  18. Gordon B. Dahl, 2002. "Mobility and the Return to Education: Testing a Roy Model with Multiple Markets," Econometrica, Econometric Society, vol. 70(6), pages 2367-2420, November. [Downloadable!] (restricted)
  19. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-42, June. [Downloadable!] (restricted)
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