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Are Shirking and Leisure Substitutable? An Empirical Test of Efficiency Wages Based on Urban Economic Theory

  • Stephen L. Ross

    (University of Connecticut)

  • Yves Zenou

    (Research Institute of Industrial Economics, Stockholm)

Recent theoretical work has examined the spatial distribution of unemployment using the efficiency wage model as the mechanism by which unemployment arises in the urban economy. This paper extends the standard efficiency wage model in order to allow for behavioral substitution between leisure time at home and effort at work. In equilibrium, residing at a location with a long commute affects the time available for leisure at home and therefore affects the trade-off between effort at work and risk of unemployment. This model implies an empirical relationship between expected commutes and labor market outcomes, which is tested using the Public Use Microdata sample of the 2000 U.S. Decennial Census. The empirical results suggest that efficiency wages operate primarily for blue collar workers, i.e. workers who tend to be in occupations that face higher levels of supervision. For this subset of workers, longer commutes imply higher levels of unemployment and higher wages, which are both consistent with shirking and leisure being substitutable.

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Paper provided by University of Connecticut, Department of Economics in its series Working papers with number 2006-21.

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Length: 47 pages
Date of creation: Nov 2006
Date of revision:
Handle: RePEc:uct:uconnp:2006-21
Note: We would like to thank the editor, Richard Arnott, and two anonymous referees for very helpful comments. We are also grateful to Jeffrey Zax and Deborah Garvey as well as the participants of the 2004 SOLE conference for excellent comments. Yves Zenou thanks the Marianne and marcus Wallenberg Foundation for financial support.
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  1. Harry J. Paarsch & Bruce S. Shearer, 1996. "Piece Rates, Fixed Wages, and Incentive Effects: Statistical Evidence from Payroll Records," CIRANO Working Papers 96s-31, CIRANO.
  2. Chen, P. & Edin, P.A., 1996. "Efficiency Wages and Industry Wages Differentials : A Comparison Across Methods of Pay," Papers 314, Australian National University - Department of Economics.
  3. Neal, Derek, 1993. "Supervision and Wages across Industries," The Review of Economics and Statistics, MIT Press, vol. 75(3), pages 409-17, August.
  4. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
  5. ZENOU, Yves & SMITH, Tony E., 1994. "Efficiency Wages, Involuntary Unemployment and Urban Spatial Structure," CORE Discussion Papers 1994076, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  6. Evans, William N & Oates, Wallace E & Schwab, Robert M, 1992. "Measuring Peer Group Effects: A Study of Teenage Behavior," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 966-91, October.
  7. Patrick Bayer & Stephen L. Ross & Giorgio Topa, 2004. "Place of Work and Place of Residence: Informal Hiring Networks and Labor Market Outcomes," Working papers 2004-07, University of Connecticut, Department of Economics, revised Oct 2005.
  8. Madden, Janice Fanning, 1985. "Urban wage gradients: Empirical evidence," Journal of Urban Economics, Elsevier, vol. 18(3), pages 291-301, November.
  9. Timothy, Darren & Wheaton, William C., 2001. "Intra-Urban Wage Variation, Employment Location, and Commuting Times," Journal of Urban Economics, Elsevier, vol. 50(2), pages 338-366, September.
  10. Katherine M. O'Regan & John M. Quigley, 1998. "Spatial Effects upon Employment Outcomes: The Case of New Jersey Teenagers," HEW 9803001, EconWPA.
  11. Deng, Yongheng & Ross, Stephen L. & Wachter, Susan M., 2003. "Racial differences in homeownership: the effect of residential location," Regional Science and Urban Economics, Elsevier, vol. 33(5), pages 517-556, September.
  12. Bruce A. Weinberg & Patricia B. Reagan & Jeffrey J. Yankow, 2004. "Do Neighborhoods Affect Hours Worked? Evidence from Longitudinal Data," Journal of Labor Economics, University of Chicago Press, vol. 22(4), pages 891-924, October.
  13. Ross, Stephen L., 1998. "Racial Differences in Residential and Job Mobility: Evidence Concerning the Spatial Mismatch Hypothesis," Journal of Urban Economics, Elsevier, vol. 43(1), pages 112-135, January.
  14. Caroline Minter Hoxby, 1994. "Does Competition Among Public Schools Benefit Students and Taxpayers?," NBER Working Papers 4979, National Bureau of Economic Research, Inc.
  15. Manning, Alan, 2003. "The real thin theory: monopsony in modern labour markets," Labour Economics, Elsevier, vol. 10(2), pages 105-131, April.
  16. Charles R. Nelson & Richard Startz & Eric Zivot, 1996. "Valid Confidence Intervals and Inference in the Presence of Weak Instruments," Econometrics 9612002, EconWPA.
  17. Allgulin, Magnus & Ellingsen, Tore, 1998. "Monitoring and Pay," SSE/EFI Working Paper Series in Economics and Finance 245, Stockholm School of Economics, revised 22 Nov 1999.
  18. Brueckner, Jan & Zenou, Yves, 2000. "Space And Unemployment: The Labour-Market Effects Of Spatial Mismatch," CEPR Discussion Papers 2397, C.E.P.R. Discussion Papers.
  19. repec:cup:cbooks:9780521396455 is not listed on IDEAS
  20. Smith, Tony E. & Zenou, Yves, 1997. "Dual Labor Markets, Urban Unemployment, and Multicentric Cities," Journal of Economic Theory, Elsevier, vol. 76(1), pages 185-214, September.
  21. Ross, Stephen L. & Zenou, Yves, 2007. "Are Shirking and Leisure Substitutable? An Empirical Test of Efficiency Wages Based on Urban Economic Theory," IZA Discussion Papers 2601, Institute for the Study of Labor (IZA).
  22. Lawrence Katz & B. Jeffrey Liebman, 2000. "Moving to Opportunity in Boston: Early Results of a Randomized Mobility Experiment," Working Papers 820, Princeton University, Department of Economics, Industrial Relations Section..
  23. David M. Cutler & Edward L. Glaeser, 1995. "Are Ghettos Good or Bad?," NBER Working Papers 5163, National Bureau of Economic Research, Inc.
  24. Alan B. Krueger & Lawrence H. Summers, 1986. "Reflections on the Inter-Industry Wage Structure," NBER Working Papers 1968, National Bureau of Economic Research, Inc.
  25. Durlauf, Steven N., 2004. "Neighborhood effects," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 50, pages 2173-2242 Elsevier.
  26. Zenou, Yves, 2003. "Efficiency Wages and Unemployment in Cities: The Case of High Relocation Costs," CEPR Discussion Papers 4058, C.E.P.R. Discussion Papers.
  27. Urban J. Jermann & Marianne Baxter, 1999. "Household Production and the Excess Sensitivity of Consumption to Current Income," American Economic Review, American Economic Association, vol. 89(4), pages 902-920, September.
  28. Patrick J. Bayer & Stephen L. Ross, 2010. "Identifying Individual and Group Effects in the Presence of Sorting: A Neighborhood Effects Application," Working Papers 10-50, Duke University, Department of Economics.
  29. Zenou, Yves, 2002. "How do Firms Redline Workers?," CEPR Discussion Papers 3209, C.E.P.R. Discussion Papers.
  30. Shapiro, Carl & Stiglitz, Joseph E, 1984. "Equilibrium Unemployment as a Worker Discipline Device," American Economic Review, American Economic Association, vol. 74(3), pages 433-44, June.
  31. Steven Ross & Yves Zenou, 2003. "Shirking, Commuting and Labor Market Outcomes," Working papers 2003-41, University of Connecticut, Department of Economics.
  32. William T. Dickens & Lawrence F. Katz, 1986. "Interindustry Wage Differences and Industry Characteristics," NBER Working Papers 2014, National Bureau of Economic Research, Inc.
  33. Horrace, William C. & Oaxaca, Ronald L., 2003. "New Wine in Old Bottles: A Sequential Estimation Technique for the LPM," IZA Discussion Papers 703, Institute for the Study of Labor (IZA).
  34. Topa, Giorgio, 2001. "Social Interactions, Local Spillovers and Unemployment," Review of Economic Studies, Wiley Blackwell, vol. 68(2), pages 261-95, April.
  35. Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-93, March.
  36. David Card & Jesse Rothstein, 2006. "Racial Segregation and the Black-White Test Score Gap," NBER Working Papers 12078, National Bureau of Economic Research, Inc.
  37. Epple, Dennis, 1987. "Hedonic Prices and Implicit Markets: Estimating Demand and Supply Functions for Differentiated Products," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 59-80, February.
  38. repec:cup:cbooks:9780521346627 is not listed on IDEAS
  39. Robert Gibbons & Lawrence F. Katz, 1989. "Does Unmeasured Ability Explain Inter-Industry Wage Differentials?," NBER Working Papers 3182, National Bureau of Economic Research, Inc.
  40. Ross, Stephen & Yinger, John, 1995. "Comparative static analysis of open urban models with a full labor market and suburban employment," Regional Science and Urban Economics, Elsevier, vol. 25(5), pages 575-605, October.
  41. Zax, Jeffrey S., 1991. "Compensation for commutes in labor and housing markets," Journal of Urban Economics, Elsevier, vol. 30(2), pages 192-207, September.
  42. Weinberg, Bruce A., 2000. "Black Residential Centralization and the Spatial Mismatch Hypothesis," Journal of Urban Economics, Elsevier, vol. 48(1), pages 110-134, July.
  43. Zax, Jeffrey S. & Kain, John F., 1991. "Commutes, quits, and moves," Journal of Urban Economics, Elsevier, vol. 29(2), pages 153-165, March.
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