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From Micro Data to Causality: Forty Years of Empirical Labor Economics

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  • van der Klaauw, Bas

    ()
    (VU University Amsterdam)

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    Abstract

    This overview describes the development of methods for empirical research in the field of labor economics during the past four decades. This period is characterized by the use of micro data to answer policy relevant research question. Prominent in the literature is the search for exogenous variation in treatment assignment which can be exploited to estimate causal effects. With the increased availability of detailed administrative data empirical labor economics and more generally empirical microeconomics will become an even more prominent field in economics research.

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    Bibliographic Info

    Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 8047.

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    Length: 38 pages
    Date of creation: Mar 2014
    Date of revision:
    Publication status: forthcoming in a special issue of Labour Economics
    Handle: RePEc:iza:izadps:dp8047

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    Related research

    Keywords: treatment effects; endogeneity; selection; experiments; labor market behavior; microeconometrics;

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    References

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    1. Rafael LALIVE, 2006. "How do Extended Benefits affect Unemployment Duration? A Regression Discontinuity Approach," Cahiers de Recherches Economiques du Département d'Econométrie et d'Economie politique (DEEP), Université de Lausanne, Faculté des HEC, DEEP 06.06, Université de Lausanne, Faculté des HEC, DEEP.
    2. Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Working Papers 13039, National Bureau of Economic Research, Inc.
    3. Orley Ashenfelter & David Card, 1984. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," NBER Working Papers 1489, National Bureau of Economic Research, Inc.
    4. Richard Blundell & Alan Duncan & Costas Meghir, 1995. "Estimating labour supply responses using tax reforms," IFS Working Papers, Institute for Fiscal Studies W95/07, Institute for Fiscal Studies.
    5. Stephen G. Donald & Kevin Lang, 2007. "Inference with Difference-in-Differences and Other Panel Data," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 221-233, May.
    6. Bosch, Nicole & van der Klaauw, Bas, 2012. "Analyzing female labor supply — Evidence from a Dutch tax reform," Labour Economics, Elsevier, Elsevier, vol. 19(3), pages 271-280.
    7. Joshua Angrist, 2013. "The Perils of Peer Effects," NBER Working Papers 19774, National Bureau of Economic Research, Inc.
    8. Jeremy Lise & Shannon Seitz & Jeffrey Smith, 2005. "Equilibrium Policy Experiments and the Evaluation of Social Programs," Working Papers, Queen's University, Department of Economics 1076, Queen's University, Department of Economics.
    9. Heckman, James J, 1974. "Shadow Prices, Market Wages, and Labor Supply," Econometrica, Econometric Society, Econometric Society, vol. 42(4), pages 679-94, July.
    10. repec:dgr:uvatin:2005047 is not listed on IDEAS
    11. David Card & Alan Krueger, 1993. "Minimum Wages and Employment: A Case Study of the Fast Food Industry in New Jersey and Pennsylvania," Working Papers, Princeton University, Department of Economics, Industrial Relations Section. 694, Princeton University, Department of Economics, Industrial Relations Section..
    12. Abbring, Jaap H. & Berg, Gerard J. van den & Ours, Jan C. van, 1996. "The effect of unemployment insurance sanctions on the transition rate from unemployment to employment," Serie Research Memoranda, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics 0038, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    13. Susan Athey & Guido W. Imbens, 2002. "Identification and Inference in Nonlinear Difference-In-Differences Models," NBER Technical Working Papers 0280, National Bureau of Economic Research, Inc.
    14. Robert Shimer & Iván Werning, 2007. "Reservation Wages and Unemployment Insurance," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 122(3), pages 1145-1185, 08.
    15. Uri Gneezy & John A. List, 2006. "Putting Behavioral Economics to Work: Testing for Gift Exchange in Labor Markets Using Field Experiments," NBER Working Papers 12063, National Bureau of Economic Research, Inc.
    16. David Card & Stefano DellaVigna & Ulrike Malmendier, 2011. "The Role of Theory in Field Experiments," NBER Working Papers 17047, National Bureau of Economic Research, Inc.
    17. David Card, 1990. "The impact of the Mariel boatlift on the Miami labor market," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 43(2), pages 245-257, January.
    18. Heckman, James J & Lochner, Lance & Taber, Christopher, 1998. "General-Equilibrium Treatment Effects: A Study of Tuition Policy," American Economic Review, American Economic Association, American Economic Association, vol. 88(2), pages 381-86, May.
    19. Jinyong Hahn & Jerry Hausman, 2010. "Estimation with Valid and Invalid Instruments," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 25-57 National Bureau of Economic Research, Inc.
    20. Gerard J. van den Berg & Bas van der Klaauw & Jan C. van Ours, 1998. "Punitive Sanctions and the Transition Rate from Welfare to Work," Tinbergen Institute Discussion Papers 98-076/3, Tinbergen Institute.
    21. Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
    22. Pieter Gautier & Paul Muller & Bas van der Klaauw & Michael Rosholm & Michael Svarer, 2012. "Estimating Equilibrium Effects of Job Search Assistance," Tinbergen Institute Discussion Papers 12-071/3, Tinbergen Institute.
    23. James J. Heckman & Jeffrey A. Smith, 1999. "The Pre-Program Earnings Dip and the Determinants of Participation in a Social Program: Implications for Simple Program Evaluation Strategies," NBER Working Papers 6983, National Bureau of Economic Research, Inc.
    24. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, Econometric Society, vol. 69(1), pages 201-09, January.
    25. Kastoryano, Stephen & van der Klaauw, Bas, 2011. "Dynamic Evaluation of Job Search Assistance," IZA Discussion Papers 5424, Institute for the Study of Labor (IZA).
    26. Johannes F. Schmieder & Till von Wachter & Stefan Bender, 2012. "The Effects of Extended Unemployment Insurance Over the Business Cycle: Evidence from Regression Discontinuity Estimates Over 20 Years," The Quarterly Journal of Economics, Oxford University Press, vol. 127(2), pages 701-752.
    27. Raj Chetty, 2008. "Sufficient Statistics for Welfare Analysis: A Bridge Between Structural and Reduced-Form Methods," NBER Working Papers 14399, National Bureau of Economic Research, Inc.
    28. Lee, David S., 2008. "Randomized experiments from non-random selection in U.S. House elections," Journal of Econometrics, Elsevier, Elsevier, vol. 142(2), pages 675-697, February.
    29. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2002. "How Much Should We Trust Differences-in-Differences Estimates?," NBER Working Papers 8841, National Bureau of Economic Research, Inc.
    30. Manski, C.F., 1991. "Identification of Endogenous Social Effects: the Reflection Problem," Working papers, Wisconsin Madison - Social Systems 9127, Wisconsin Madison - Social Systems.
    31. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, American Economic Association, vol. 76(4), pages 604-20, September.
    32. Chetty, Raj, 2006. "A general formula for the optimal level of social insurance," Journal of Public Economics, Elsevier, Elsevier, vol. 90(10-11), pages 1879-1901, November.
    33. Alan Krueger, 1997. "Experimental Estimates of Education Production Functions," Working Papers, Princeton University, Department of Economics, Industrial Relations Section. 758, Princeton University, Department of Economics, Industrial Relations Section..
    34. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
    35. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4 National Bureau of Economic Research, Inc.
    36. Wilbert van der Klaauw, 2002. "Estimating the Effect of Financial Aid Offers on College Enrollment: A Regression-Discontinuity Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1249-1287, November.
    37. Paul Schultz, T., 2004. "School subsidies for the poor: evaluating the Mexican Progresa poverty program," Journal of Development Economics, Elsevier, Elsevier, vol. 74(1), pages 199-250, June.
    38. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, American Economic Association, vol. 80(2), pages 313-18, May.
    39. David Card & Dean R. Hyslop, 2004. "Estimating the Effects of a Time Limited Earnings Subsidy for Welfare Leavers," NBER Working Papers 10647, National Bureau of Economic Research, Inc.
    40. Bruno Crépon & Esther Duflo & Marc Gurgand & Roland Rathelot & Philippe Zamora, 2013. "Do Labor Market Policies have Displacement Effects? Evidence from a Clustered Randomized Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 128(2), pages 531-580.
    41. repec:dgr:uvatin:2012071 is not listed on IDEAS
    42. Manski, C.F., 1989. "Nonparametric Bounds On Treatment Effects," Working papers, Wisconsin Madison - Social Systems 8909, Wisconsin Madison - Social Systems.
    43. Jaap H. Abbring & Gerard J. van den Berg, 2005. "Social Experiments and Instrumental Variables with Duration Outcomes," Tinbergen Institute Discussion Papers 05-047/3, Tinbergen Institute.
    44. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    45. Nada Eissa & Jeffrey B. Liebman, 1995. "Labor Supply Response to the Earned Income Tax Credit," NBER Working Papers 5158, National Bureau of Economic Research, Inc.
    46. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, Elsevier, vol. 32(3), pages 385-397, August.
    47. Gruber, Jonathan, 1997. "The Consumption Smoothing Benefits of Unemployment Insurance," American Economic Review, American Economic Association, American Economic Association, vol. 87(1), pages 192-205, March.
    48. Kenneth I. Wolpin & Mark R. Rosenzweig, 2000. "Natural "Natural Experiments" in Economics," Journal of Economic Literature, American Economic Association, vol. 38(4), pages 827-874, December.
    49. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    50. Douglas Staiger & James H. Stock, 1994. "Instrumental Variables Regression with Weak Instruments," NBER Technical Working Papers 0151, National Bureau of Economic Research, Inc.
    51. Joshua D. Angrist & Alan B. Krueger, 1990. "Does Compulsory School Attendance Affect Schooling and Earnings?," NBER Working Papers 3572, National Bureau of Economic Research, Inc.
    52. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, Econometric Society, vol. 72(1), pages 159-217, 01.
    53. Raj Chetty, 2008. "Moral Hazard vs. Liquidity and Optimal Unemployment Insurance," NBER Working Papers 13967, National Bureau of Economic Research, Inc.
    54. Edward Vytlacil & James J. Heckman, 2001. "Policy-Relevant Treatment Effects," American Economic Review, American Economic Association, American Economic Association, vol. 91(2), pages 107-111, May.
    55. Ham, John C & LaLonde, Robert J, 1996. "The Effect of Sample Selection and Initial Conditions in Duration Models: Evidence from Experimental Data on Training," Econometrica, Econometric Society, Econometric Society, vol. 64(1), pages 175-205, January.
    56. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, American Economic Association, vol. 77(3), pages 251-77, June.
    57. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, Econometric Society, vol. 58(5), pages 1121-49, September.
    58. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule To Estimate The Effect Of Class Size On Scholastic Achievement," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 114(2), pages 533-575, May.
    59. Heckman, James J & Smith, Jeffrey A, 1999. "The Pre-programme Earnings Dip and the Determinants of Participation in a Social Programme. Implications for Simple Programme Evaluation Strategies," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 109(457), pages 313-48, July.
    60. Jaap H. Abbring & Gerard J. van den Berg, 2003. "The Nonparametric Identification of Treatment Effects in Duration Models," Econometrica, Econometric Society, Econometric Society, vol. 71(5), pages 1491-1517, 09.
    61. Dan A. Black & Jeffrey A. Smith & Mark C. Berger & Brett J. Noel, 2003. "Is the Threat of Reemployment Services More Effective Than the Services Themselves? Evidence from Random Assignment in the UI System," American Economic Review, American Economic Association, American Economic Association, vol. 93(4), pages 1313-1327, September.
    62. Michael P. Keane, 2010. "A Structural Perspective on the Experimentalist School," Journal of Economic Perspectives, American Economic Association, American Economic Association, vol. 24(2), pages 47-58, Spring.
    63. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, Elsevier, vol. 30(1-2), pages 239-267.
    64. Ashenfelter, Orley C, 1978. "Estimating the Effect of Training Programs on Earnings," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 47-57, February.
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