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The Sensitivity of Labor-Supply Parameter Estimates to Unobserved Individual Effects: Fixed- and Random-Effects Estimates in a Nonlinear Model Using Panel Data

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  • Jakubson, George

Abstract

Life-cycle models of labor supply predict the presence of an unobserved individual effect in the labor-supply equation that is correlated with observed explanatory variables, leading to an omitted variables bias in the cross section. The author examines the sensitivity of parameter estimates to the presence of these effects, using fixed- and random-effect tobit models. The estimated effects of children are too large in the cross section. The estimated intertemporal substitution elasticity ranges from 1.1 to 1.7. The results are similar for fixed- and random-effects models and for models using different specifications of the dependent variable. Copyright 1988 by University of Chicago Press.

Suggested Citation

  • Jakubson, George, 1988. "The Sensitivity of Labor-Supply Parameter Estimates to Unobserved Individual Effects: Fixed- and Random-Effects Estimates in a Nonlinear Model Using Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 6(3), pages 302-329, July.
    • Handle: RePEc:ucp:jlabec:v:6:y:1988:i:3:p:302-29
    DOI: 10.1086/298185
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    Cited by:

    1. Meyerhoefer, Chad D. & Ranney, Christine K. & Sahn, David E., 2004. "Consistent Estimation Of Longitudinal Censored Demand Systems," 2004 Annual meeting, August 1-4, Denver, CO 19992, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    2. Kathleen Carey, 2000. "Hospital Cost Containment and Length of Stay: An Econometric Analysis," Southern Economic Journal, John Wiley & Sons, vol. 67(2), pages 363-380, October.
    3. Laisney, François & Pohlmeier, Winfried & Staat, Matthias, 1991. "Estimation of labour supply functions using panel data: a survey," ZEW Discussion Papers 91-05, ZEW - Leibniz Centre for European Economic Research.
    4. Enrica Croda & Ekaterini Kyriazidou & Iannis Polycarpou, 2011. "Intertemporal Labor Force Participation of Married Women in Germany: A Panel Data Analysis," Working Papers 2011_17, Department of Economics, University of Venice "Ca' Foscari".
    5. Zabel, Jeffrey E., 1997. "Estimating wage elasticities for life-cycle models of labour supply behavior," Labour Economics, Elsevier, vol. 4(3), pages 223-244, September.
    6. Felteau, Claude, 1989. "Commentaire sur le texte de Bernard Fortin," L'Actualité Economique, Société Canadienne de Science Economique, vol. 65(4), pages 508-514, décembre.
    7. M. P. Keane & R. M. Sauer, 2008. "Implications of Classification Error for the Dynamics of Female Labor Supply," CHILD Working Papers wp13_08, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
    8. Del Boca, Daniela & Sauer, Robert M., 2009. "Life cycle employment and fertility across institutional environments," European Economic Review, Elsevier, vol. 53(3), pages 274-292, April.
    9. George Jakubson & Kap-Young Jeong & Donghun Kim & Robert T. Masson, 2004. "Oligopolistic 'Agreement' and/or 'Superiority'?: New Findings from New Methodologies and Data," Food Marketing Policy Center Research Reports 081, University of Connecticut, Department of Agricultural and Resource Economics, Charles J. Zwick Center for Food and Resource Policy.
    10. Pourya Valizadeh & Shu Wen Ng, 2021. "Would A National Sugar‐Sweetened Beverage Tax in the United States Be Well Targeted?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 961-986, May.
    11. Debra Sabatini Dwyer & Olivia S. Mitchell & Robert Cole & Sylvia K. Reed, 1995. "Evaluating Mental Health Capitation Treatment: Lessons from Panel Data," NBER Working Papers 5297, National Bureau of Economic Research, Inc.
    12. Fischer, Christoph, 2019. "Equilibrium real exchange rate estimates across time and space," Discussion Papers 14/2019, Deutsche Bundesbank.
    13. Andrew E. Clark & Yarine Fawaz, 2015. "Retirement and the Marginal Utility of Income," PSE Working Papers halshs-01189009, HAL.
    14. William Greene, 2007. "Discrete Choice Modeling," Working Papers 07-6, New York University, Leonard N. Stern School of Business, Department of Economics.
    15. Rosario Crinò, 2010. "Service Offshoring and White-Collar Employment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 595-632.
    16. Michael P. Keane & Robert M. Sauer, 2009. "Classification Error in Dynamic Discrete Choice Models: Implications for Female Labor Supply Behavior," Econometrica, Econometric Society, vol. 77(3), pages 975-991, May.
    17. Melvin Stephens, 2002. "Worker Displacement and the Added Worker Effect," Journal of Labor Economics, University of Chicago Press, vol. 20(3), pages 504-537, July.
    18. Anil Kumar, 2016. "Lifecycle-consistent female labor supply with nonlinear taxes: evidence from unobserved effects panel data models with censoring, selection and endogeneity," Review of Economics of the Household, Springer, vol. 14(1), pages 207-229, March.
    19. Yermack, David, 1995. "Do corporations award CEO stock options effectively?," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 237-269.
    20. Lizhong Peng & Chad D. Meyerhoefer & Samuel H. Zuvekas, 2016. "The Short‐Term Effect of Depressive Symptoms on Labor Market Outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 25(10), pages 1223-1238, October.
    21. Cäcilia Lipowski & Ralf A. Wilke & Bertrand Koebel, 2022. "Fertility, economic incentives and individual heterogeneity: Register data‐based evidence from France and Germany," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 515-546, December.
    22. Charles Brown & Greg J. Duncan & Frank P. Stafford, 1996. "Data Watch: The Panel Study of Income Dynamics," Journal of Economic Perspectives, American Economic Association, vol. 10(2), pages 155-168, Spring.
    23. Jakubson, George & Jeong, Kap-Young & Kim, Donghun & Masson, Robert T., 2004. "Oligopolistic "Agreement" and/or "Superiority"?: New Findings from New Methodologies and Data," Research Reports 25181, University of Connecticut, Food Marketing Policy Center.
    24. Meyerhoefer, Chad D. & Ranney, Christine K. & Sahn, David E., 2003. "Consistent Estimation Of Longitudinal Censored Demand Systems: An Application To Transition Country Data," Working Papers 127252, Cornell University, Department of Applied Economics and Management.
    25. Rosario Crino, 2006. "Are U.S. White-Collar Really at Risk of Service Offshoring?," KITeS Working Papers 183, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Oct 2006.

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