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Validating Structural Labor Supply Models

  • Löffler, Max
  • Peichl, Andreas
  • Siegloch, Sebastian

Although discrete hours choice models have become the workhorse in labor supply analyses. Yet, they are often criticized for being a black box due to their numerous underlying modeling assumptions, with respect to, e.g., the functional form, unobserved error components or several exogeneity assumptions. In this paper, we open the black box and show how these assumptions affect the statistical fit of the models and, more importantly, the estimated outcomes, i.e., estimated labor supply elasticities. In total we estimate 2,219 different model specifications. Our results show that the specification of the utility function is not crucial for performance and predictions of the model. We find however that the estimates are extremely sensitive to the treatment of the wages a neglected dimension so far. We show that, e.g., the choice between predicting wages for the full sample instead of using predicted wages only for non-workers two methods frequently used increases labor supply elasticities by up to 100 percent. As a consequence, we propose a new estimation strategy which overcomes the highly restrictive but commonly made assumption of independence between wages and the labor supply decision.

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File URL: http://econstor.eu/bitstream/10419/79819/1/VfS_2013_pid_441.pdf
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Paper provided by Verein für Socialpolitik / German Economic Association in its series Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order with number 79819.

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Date of creation: 2013
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Handle: RePEc:zbw:vfsc13:79819
Contact details of provider: Web page: http://www.socialpolitik.org/
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  1. 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).
  2. Richard Blundell & Andrew Shephard, 2008. "Employment, hours of work and the optimal taxation of low income families," IFS Working Papers W08/01, Institute for Fiscal Studies.
  3. Steinar Str�m & John K. Dagsvik, 2006. "Sectoral labour supply, choice restrictions and functional form," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 803-826.
  4. Moffitt, Robert, 1984. "The Estimation of a Joint Wage-Hours Labor Supply Model," Journal of Labor Economics, University of Chicago Press, vol. 2(4), pages 550-66, October.
  5. John Dagsvik & Zhiyang Jia & Kristian Orsini & Guy Camp, 2011. "Subsidies on low-skilled workers’ social security contributions: the case of Belgium," Empirical Economics, Springer, vol. 40(3), pages 779-806, May.
  6. Michael Keane & Richard Rogerson, 2012. "Micro and Macro Labor Supply Elasticities: A Reassessment of Conventional Wisdom," Journal of Economic Literature, American Economic Association, vol. 50(2), pages 464-76, June.
  7. Peter A. Diamond & Emmanuel Saez, 2011. "The Case for a Progressive Tax: From Basic Research to Policy Recommendations," CESifo Working Paper Series 3548, CESifo Group Munich.
  8. Martijn P. Tummers & Isolde Woittiez, 1991. "A Simultaneous Wage and Labor Supply Model with Hours Restrictions," Journal of Human Resources, University of Wisconsin Press, vol. 26(3), pages 393-423.
  9. Peter Haan, 2006. "Much ado about nothing: conditional logit vs. random coefficient models for estimating labour supply elasticities," Applied Economics Letters, Taylor & Francis Journals, vol. 13(4), pages 251-256.
  10. Chiou, Lesley & Walker, Joan L., 2007. "Masking identification of discrete choice models under simulation methods," Journal of Econometrics, Elsevier, vol. 141(2), pages 683-703, December.
  11. Richard Blundell & Alan Duncan & Julian McCrae & Costas Meghir, 2000. "Evaluating In-Work Benefit Reform: The Working Families Tax Credit in the U.K," JCPR Working Papers 160, Northwestern University/University of Chicago Joint Center for Poverty Research.
  12. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
  13. Rolf Aaberge & Ugo Colombino & Steinar Strøm, 2004. "Do more equal slices shrink the cake? An empirical investigation of tax-transfer reform proposals in Italy," Journal of Population Economics, Springer, vol. 17(4), pages 767-785, December.
  14. R. Aaberge & U. Colombino & T. Wennemo, 2009. "Evaluating Alternative Representations Of The Choice Sets In Models Of Labor Supply," Journal of Economic Surveys, Wiley Blackwell, vol. 23(3), pages 586-612, 07.
  15. Michael Keane & Richard Rogers, 2012. "Reconciling Micro and Macro Labor Supply Elasticities: A Structural Perspective," Economics Series Working Papers 2012-W12, University of Oxford, Department of Economics.
  16. Aaberge, Rolf & Colombino, Ugo & Strom, Steinar, 1999. "Labour Supply in Italy: An Empirical Analysis of Joint Household Decisions, with Taxes and Quantity Constraints," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(4), pages 403-22, July-Aug..
  17. Chetty, Nadarajan, 2012. "Bounds on Elasticities With Optimization Frictions: A Synthesis of Micro and Macro Evidence on Labor Supply," Scholarly Articles 9748524, Harvard University Department of Economics.
  18. Lennart Flood & Roger Wahlberg & Elina Pylkkänen, 2007. "From Welfare to Work: Evaluating a Tax and Benefit Reform Targeted at Single Mothers in Sweden," LABOUR, CEIS, vol. 21(3), pages 443-471, 09.
  19. Euwals, R.W. & van Soest, A.H.O., 1996. "Desired and Actual Labour Supply of Unmarried Men and Women in the Netherlands," Discussion Paper 1996-23, Tilburg University, Center for Economic Research.
  20. Lennart Flood & Jörgen Hansen & Roger Wahlberg, 2004. "Household Labor Supply and Welfare Participation in Sweden," Journal of Human Resources, University of Wisconsin Press, vol. 39(4).
  21. Bloemen, Hans G. & Kapteyn, Arie, 2003. "The estimation of utility consistent labor supply models by means of simulated scores," Serie Research Memoranda 0019, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
  22. 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.
  23. Hoynes, Hilary Williamson, 1996. "Welfare Transfers in Two-Parent Families: Labor Supply and Welfare Participation under AFDC-UP," Econometrica, Econometric Society, vol. 64(2), pages 295-332, March.
  24. Michiel Evers & Ruud Mooij & Daniel Vuuren, 2008. "The Wage Elasticity of Labour Supply: A Synthesis of Empirical Estimates," De Economist, Springer, vol. 156(1), pages 25-43, March.
  25. repec:cup:cbooks:9780521747387 is not listed on IDEAS
  26. Richard Blundell & Alan Duncan & Julian McCrae & Costas Meghir, 2000. "The labour market impact of the working families’ tax credit," Fiscal Studies, Institute for Fiscal Studies, vol. 21(1), pages 75-103, March.
  27. Alberto Alesina & Edward Glaeser & Bruce Sacerdote, 2005. "Work and Leisure in the U. S. and Europe: Why so Different?," Harvard Institute of Economic Research Working Papers 2068, Harvard - Institute of Economic Research.
  28. van Soest, Arthur & Das, Marcel & Gong, Xiaodong, 2002. "A structural labour supply model with flexible preferences," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 345-374, March.
  29. Ericson, Peter & Flood, Lennart, 1997. "A Monte Carlo Evaluation of Labor Supply Models," Empirical Economics, Springer, vol. 22(3), pages 431-60.
  30. Raj Chetty & Adam Guren & Day Manoli & Andrea Weber, 2011. "Are Micro and Macro Labor Supply Elasticities Consistent? A Review of Evidence on the Intensive and Extensive Margins," American Economic Review, American Economic Association, vol. 101(3), pages 471-75, May.
  31. M. Keane & R. Moffitt, . "A structural model of multiple welfare program participation and labor supply," Institute for Research on Poverty Discussion Papers 1080-96, University of Wisconsin Institute for Research on Poverty.
  32. Keane, Michael P., 2010. "Structural vs. atheoretic approaches to econometrics," Journal of Econometrics, Elsevier, vol. 156(1), pages 3-20, May.
  33. George J. Borjas, 1980. "The Relationship between Wages and Weekly Hours of Work: The Role of Division Bias," Journal of Human Resources, University of Wisconsin Press, vol. 15(3), pages 409-423.
  34. Lennart Flood & Nizamul Islam, 2005. "A Monte Carlo evaluation of discrete choice labour supply models," Applied Economics Letters, Taylor & Francis Journals, vol. 12(5), pages 263-266.
  35. 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.
  36. Michael Keane, 2010. "Labor Supply and Taxes: A Survey," Working Paper Series 160, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
  37. Aaberge, Rolf & Dagsvik, John K & Strom, Steinar, 1995. " Labor Supply Responses and Welfare Effects of Tax Reforms," Scandinavian Journal of Economics, Wiley Blackwell, vol. 97(4), pages 635-59, December.
  38. Thomas MaCurdy & David Green & Harry Paarsch, 1990. "Assessing Empirical Approaches for Analyzing Taxes and Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 25(3), pages 415-490.
  39. repec:cup:cbooks:9780521766555 is not listed on IDEAS
  40. 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.
  41. Peichl, Andreas & Schneider, Hilmar & Siegloch, Sebastian, 2010. "Documentation IZAΨMOD: The IZA Policy SImulation MODel," IZA Discussion Papers 4865, Institute for the Study of Labor (IZA).
  42. Immervoll, Herwig & Kleven, Henrik Jacobsen & Kreiner, Claus Thustrup & Verdelin, Nicolaj, 2011. "Optimal tax and transfer programs for couples with extensive labor supply responses," Journal of Public Economics, Elsevier, vol. 95(11), pages 1485-1500.
  43. Moffitt, Robert, 1983. "An Economic Model of Welfare Stigma," American Economic Review, American Economic Association, vol. 73(5), pages 1023-35, December.
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