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Discrete Choice Models for Estimating Labor Supply: Working Paper 2021-04

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  • Naveen Singhal

Abstract

This paper evaluates discrete choice models as tools for analyzing the effects of tax and transfer policies on labor supply. An advantage of discrete choice models is that they distinguish changes in labor force participation from changes in the hours of work. Such models can also capture the heterogeneity in labor supply response among and within demographic subpopulations.In this paper, two types of discrete choice models are estimated using cross-sectional data from the Current Population Survey: quadratic models and quasi-linear models. The models are

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  • Naveen Singhal, 2021. "Discrete Choice Models for Estimating Labor Supply: Working Paper 2021-04," Working Papers 57027, Congressional Budget Office.
  • Handle: RePEc:cbo:wpaper:57027
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    1. Robert McClelland & Shannon Mok, 2012. "A Review of Recent Research on Labor Supply Elasticities: Working Paper 2012-12," Working Papers 43675, Congressional Budget Office.
    2. Bruce D. Meyer & Dan T. Rosenbaum, 2001. "Welfare, the Earned Income Tax Credit, and the Labor Supply of Single Mothers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 1063-1114.
    3. Diane Whitmore Schanzenbach & Michael R. Strain, 2021. "Employment Effects of the Earned Income Tax Credit: Taking the Long View," Tax Policy and the Economy, University of Chicago Press, vol. 35(1), pages 87-129.
    4. Olivier Bargain & Kristian Orsini & Andreas Peichl, 2012. "Comparing Labor Supply Elasticities in Europe and the US: New Results," SOEPpapers on Multidisciplinary Panel Data Research 525, DIW Berlin, The German Socio-Economic Panel (SOEP).
    5. Fraker, Thomas & Moffitt, Robert, 1988. "The effect of food stamps on labor supply : A bivariate selection model," Journal of Public Economics, Elsevier, vol. 35(1), pages 25-56, February.
    6. Löffler, Max & Peichl, Andreas & Siegloch, Sebastian, 2013. "Validating Structural Labor Supply Models," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79819, Verein für Socialpolitik / German Economic Association.
    7. Bradley T. Heim, 2007. "The Incredible Shrinking Elasticities: Married Female Labor Supply, 1978–2002," Journal of Human Resources, University of Wisconsin Press, vol. 42(4).
    8. Francine D. Blau & Lawrence M. Kahn, 2007. "Changes in the Labor Supply Behavior of Married Women: 1980–2000," Journal of Labor Economics, University of Chicago Press, vol. 25(3), pages 393-438.
    9. Austin Nichols & Jesse Rothstein, 2015. "The Earned Income Tax Credit," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 1, pages 137-218, National Bureau of Economic Research, Inc.
    10. Keane, Michael & Moffitt, Robert, 1998. "A Structural Model of Multiple Welfare Program Participation and Labor Supply," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 553-589, August.
    11. Cogan, John F, 1981. "Fixed Costs and Labor Supply," Econometrica, Econometric Society, vol. 49(4), pages 945-963, June.
    12. Ellwood, David T., 2000. "The Impact of the Earned Income Tax Credit and Social Policy Reforms on Work, Marriage, and Living Arrangements," National Tax Journal, National Tax Association, vol. 53(n. 4), pages 1063-1106, December.
    13. Thoresen, Thor O. & Vattø, Trine E., 2015. "Validation of the discrete choice labor supply model by methods of the new tax responsiveness literature," Labour Economics, Elsevier, vol. 37(C), pages 38-53.
    14. Blundell, Richard & Macurdy, Thomas, 1999. "Labor supply: A review of alternative approaches," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 27, pages 1559-1695, Elsevier.
    15. Daniel Feenberg & Elisabeth Coutts, 1993. "An introduction to the TAXSIM model," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 12(1), pages 189-194.
    16. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    17. Anil Kumar & Che-Yuan Liang, 2016. "Declining Female Labor Supply Elasticities in the United States and Implications for Tax Policy: Evidence From Panel Data," National Tax Journal, National Tax Association;National Tax Journal, vol. 69(3), pages 481-516, September.
    18. Bilal Habib, 2018. "How CBO Adjusts for Survey Underreporting of Transfer Income in Its Distributional Analyses: Working Paper 2018-07," Working Papers 54234, Congressional Budget Office.
    19. Jesse Rothstein, 2005. "The Mid-1990s EITC Expansion: Aggregate Labor Supply Effects and Economic Incidence," Working Papers 883, Princeton University, Department of Economics, Industrial Relations Section..
    20. John Creedy & Guyonne Kalb, 2005. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Journal of Economic Surveys, Wiley Blackwell, vol. 19(5), pages 697-734, December.
    21. Raj Chetty, 2012. "Bounds on Elasticities With Optimization Frictions: A Synthesis of Micro and Macro Evidence on Labor Supply," Econometrica, Econometric Society, vol. 80(3), pages 969-1018, May.
    22. Moffitt, Robert & Wolfe, Barbara L, 1992. "The Effect of the Medicaid Program on Welfare Participation and Labor Supply," The Review of Economics and Statistics, MIT Press, vol. 74(4), pages 615-626, November.
    23. Bradley T. Heim, 2009. "Structural Estimation of Family Labor Supply with Taxes: Estimating a Continuous Hours Model Using a Direct Utility Specification," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    24. Nada Eissa & Jeffrey B. Liebman, 1996. "Labor Supply Response to the Earned Income Tax Credit," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 605-637.
    25. Emmanuel Saez, 2001. "Using Elasticities to Derive Optimal Income Tax Rates," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(1), pages 205-229.
    26. Moffitt, Robert, 1986. "The Econometrics of Piecewise-Linear Budget Constraints: A Survey and Exposition of the Maximum Likelihood Method," Journal of Business & Economic Statistics, American Statistical Association, vol. 4(3), pages 317-328, July.
    27. Henrik Kleven, 2019. "The EITC and the Extensive Margin: A Reappraisal," NBER Working Papers 26405, National Bureau of Economic Research, Inc.
    28. V. Joseph Hotz, 2003. "The Earned Income Tax Credit," NBER Chapters, in: Means-Tested Transfer Programs in the United States, pages 141-198, National Bureau of Economic Research, Inc.
    29. Olivier Bargain & Kristian Orsini & Andreas Peichl, 2014. "Comparing Labor Supply Elasticities in Europe and the United States: New Results," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 723-838.
    30. Eissa, Nada & Hoynes, Hilary Williamson, 2004. "Taxes and the labor market participation of married couples: the earned income tax credit," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1931-1958, August.
    31. Jesse Rothstein, 2005. "The Mid-1990s EITC Expansion: Aggregate Labor Supply Effects and Economic Incidence," Working Papers 883, Princeton University, Department of Economics, Industrial Relations Section..
    32. Arthur van Soest, 1995. "Structural Models of Family Labor Supply: A Discrete Choice Approach," Journal of Human Resources, University of Wisconsin Press, vol. 30(1), pages 63-88.
    33. Eissa, Nada & Kleven, Henrik Jacobsen & Kreiner, Claus Thustrup, 2008. "Evaluation of four tax reforms in the United States: Labor supply and welfare effects for single mothers," Journal of Public Economics, Elsevier, vol. 92(3-4), pages 795-816, April.
    34. Hilary W. Hoynes & Ankur J. Patel, 2015. "Effective Policy for Reducing Inequality? The Earned Income Tax Credit and the Distribution of Income," NBER Working Papers 21340, National Bureau of Economic Research, Inc.
    35. Ellwood, David T., 2000. "The Impact of the Earned Income Tax Credit and Social Policy Reforms on Work, Marriage, and Living Arrangements," National Tax Journal, National Tax Association;National Tax Journal, vol. 53(4), pages 1063-1106, December.
    36. Chinhui Juhn & Kristin McCue, 2017. "Specialization Then and Now: Marriage, Children, and the Gender Earnings Gap across Cohorts," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 183-204, Winter.
    37. Robert A. Moffitt, 2003. "Means-Tested Transfer Programs in the United States," NBER Books, National Bureau of Economic Research, Inc, number moff03-1.
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    More about this item

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • H31 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Household
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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