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A New Test of Compensating Differences: Evidence on the Importance of Unobserved Heterogeneity

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  • Marios Michaelides

    () (Labor and Social Policy Group, IMPAQ International)

Abstract

Previous evidence on the validity of the compensating differences theory has been ambiguous. This is mainly attributed to that, in most contexts, important components of worker skills are unobserved, leading to biased estimates of compensating differences. This article uses data on professional basketball players, which contain rich measures of worker ability, measures of employer nonpecuniary characteristics, and location amenities, to produce a new test of the theory. Empirical results strongly support the theory's predictions in this context. Using this data, we also find that when important measures of player skills are omitted from the specification, there is only limited evidence in support of compensating differences. Our findings indicate that in the presence of unobserved heterogeneity, the quality of the empirical results is distorted and inference on the validity of the theory is misleading.

Suggested Citation

  • Marios Michaelides, 2010. "A New Test of Compensating Differences: Evidence on the Importance of Unobserved Heterogeneity," Journal of Sports Economics, , vol. 11(5), pages 475-495, October.
  • Handle: RePEc:sae:jospec:v:11:y:2010:i:5:p:475-495
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    1. Hall, Robert E, 1978. "Stochastic Implications of the Life Cycle-Permanent Income Hypothesis: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 971-987, December.
    2. John M. Gandar & William H. Dare & Craig R. Brown & Richard A. Zuber, 1998. "Informed Traders and Price Variations in the Betting Market for Professional Basketball Games," Journal of Finance, American Finance Association, vol. 53(1), pages 385-401, February.
    3. W. David Walls, 1995. "An Econometric Analysis of the Market for Natural Gas Futures," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 71-84.
    4. Sauer, Raymond D, et al, 1988. "Hold Your Bets: Another Look at the Efficiency of the Gambling Market for National Football League Games: Comment," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 206-213, February.
    5. McCullough, B. D., 1997. "An analysis of stock market transactions data," The Quarterly Review of Economics and Finance, Elsevier, vol. 37(4), pages 887-903.
    6. Russo, Benjamin & Gandar, John M. & Zuber, Richard A., 1989. "Market rationality tests based on cross-equation restrictions," Journal of Monetary Economics, Elsevier, vol. 24(3), pages 455-470, November.
    7. Gray, Philip K & Gray, Stephen F, 1997. " Testing Market Efficiency: Evidence from the NFL Sports Betting Market," Journal of Finance, American Finance Association, vol. 52(4), pages 1725-1737, September.
    8. Blum, U. & Dudley, L., 1990. "A Spatial Model of the State," Cahiers de recherche 9030, Universite de Montreal, Departement de sciences economiques.
    9. Gandar, John, et al, 1988. " Testing Rationality in the Point Spread Betting Market," Journal of Finance, American Finance Association, vol. 43(4), pages 995-1008, September.
    10. Losey, Robert L & Talbott, John C, Jr, 1980. " Back on the Track with the Efficient Markets Hypothesis," Journal of Finance, American Finance Association, vol. 35(4), pages 1039-1043, September.
    11. Ederington, Louis H. & Huang, Chao-Hsi, 1995. "Parameter uncertainty and the rational expectations model of the term structure," Journal of Banking & Finance, Elsevier, vol. 19(2), pages 207-223, May.
    12. Woodland, Bill M & Woodland, Linda M, 1991. "The Effects of Risk Aversion on Wagering: Point Spread versus Odds," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 638-653, June.
    13. Zuber, Richard A & Gandar, John M & Bowers, Benny D, 1985. "Beating the Spread: Testing the Efficiency of the Gambling Market for National Football League Games," Journal of Political Economy, University of Chicago Press, vol. 93(4), pages 800-806, August.
    14. Golec, Joseph & Tamarkin, Maurry, 1991. "The degree of inefficiency in the football betting market : Statistical tests," Journal of Financial Economics, Elsevier, vol. 30(2), pages 311-323, December.
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