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Sufficient Statistics for Welfare Analysis: A Bridge Between Structural and Reduced-Form Methods

  • Chetty, Nadarajan

The debate between structural and reduced-form approaches has generated substantial controversy in applied economics. This article reviews a recent literature in public economics that combines the advantages of reduced-form strategies—transparent and credible identification—with an important advantage of structural models—the ability to make predictions about counterfactual outcomes and welfare. This literature has developed formulas for the welfare consequences of various policies that are functions of reduced-form elasticities rather than structural primitives. I present a general framework that shows how many policy questions can be answered by estimating a small set of sufficient statistics using program-evaluation methods. I use this framework to synthesize the modern literature on taxation, social insurance, and behavioral welfare economics. Finally, I discuss problems in macroeconomics, labor, development, and industrial organization that could be tackled using the sufficient statistic approach.

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Paper provided by Harvard University Department of Economics in its series Scholarly Articles with number 9748528.

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Date of creation: 2009
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Publication status: Published in Annual Review of Economics
Handle: RePEc:hrv:faseco:9748528
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  1. Genesove, David & Mayer, Christopher, 2001. "Loss Aversion and Seller Behaviour: Evidence from the Housing Market," CEPR Discussion Papers 2813, C.E.P.R. Discussion Papers.
  2. Eissa, Nada & Liebman, Jeffrey B, 1996. "Labor Supply Response to the Earned Income Tax Credit," The Quarterly Journal of Economics, MIT Press, vol. 111(2), pages 605-37, May.
  3. Robert M. Townsend, . "Risk and Insurance in Village India," University of Chicago - Population Research Center 91-3a, Chicago - Population Research Center.
  4. Stefano DellaVigna & M. Daniele Paserman, 2005. "Job Search and Impatience," Journal of Labor Economics, University of Chicago Press, vol. 23(3), pages 527-588, July.
  5. Bruce D. Meyer & Dan T. Rosenbaum, 1998. "Welfare, the Earned Income Tax Credit, and the Labor Supply of Single Mothers," JCPR Working Papers 32, Northwestern University/University of Chicago Joint Center for Poverty Research.
  6. Laibson, David I., 1997. "Golden Eggs and Hyperbolic Discounting," Scholarly Articles 4481499, Harvard University Department of Economics.
  7. David H. Autor & Mark G. Duggan, 2003. "The Rise In The Disability Rolls And The Decline In Unemployment," The Quarterly Journal of Economics, MIT Press, vol. 118(1), pages 157-205, February.
  8. John Rust & Christopher Phelan, 1994. "How Social Security and Medicare Affect Retirement Behavior in a World of Incomplete Markets," Public Economics 9406005, EconWPA, revised 06 Jul 1994.
  9. Richard Blundell & Luigi Pistaferri & Ian Preston, 2004. "Consumption inequality and partial insurance," IFS Working Papers W04/28, Institute for Fiscal Studies.
  10. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
  11. Liran Einav & Amy Finkelstein & Mark R. Cullen, 2010. "Estimating Welfare in Insurance Markets Using Variation in Prices," The Quarterly Journal of Economics, MIT Press, vol. 125(3), pages 877-921, August.
  12. David S. Lee & Emmanuel Saez, 2008. "Optimal Minimum Wage Policy in Competitive Labor Markets," Working Papers 1105, Princeton University, Department of Economics, Industrial Relations Section..
  13. Guido W. Imbens, 2009. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," NBER Working Papers 14896, National Bureau of Economic Research, Inc.
  14. Lalive, Rafael & van Ours, Jan C. & Zweimüller, Josef, 2004. "How Changes in Financial Incentives Affect the Duration of Unemployment," IZA Discussion Papers 1363, Institute for the Study of Labor (IZA).
  15. Lawrence H. Summers, 1981. "Taxation and Corporate Investment: A q-Theory Approach," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 12(1), pages 67-140.
  16. Austan Goolsbee, 1997. "What Happens When You Tax the Rich? Evidence from Executive Compensation," NBER Working Papers 6333, National Bureau of Economic Research, Inc.
  17. Raj Chetty & Emmanuel Saez, 2013. "Teaching the Tax Code: Earnings Responses to an Experiment with EITC Recipients," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 1-31, January.
  18. Hamermesh, Daniel S, 1982. "Social Insurance and Consumption: An Empirical Inquiry," American Economic Review, American Economic Association, vol. 72(1), pages 101-13, March.
  19. Raj Chetty & Adam Szeidl, 2007. "Consumption Commitments and Risk Preferences," The Quarterly Journal of Economics, MIT Press, vol. 122(2), pages 831-877, 05.
  20. Baily, Martin Neil, 1978. "Some aspects of optimal unemployment insurance," Journal of Public Economics, Elsevier, vol. 10(3), pages 379-402, December.
  21. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-20, September.
  22. 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.
  23. Matthew Rabin, 2001. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Method and Hist of Econ Thought 0012001, EconWPA.
  24. B. Douglas Bernheim & Antonio Rangel, 2008. "Beyond Revealed Preference: Choice Theoretic Foundations for Behavioral Welfare Economics," NBER Working Papers 13737, National Bureau of Economic Research, Inc.
  25. David Card & Raj Chetty & Andrea Weber, 2007. "Cash-On-Hand and Competing Models of Intertemporal Behavior: New Evidence from the Labor Market," The Quarterly Journal of Economics, MIT Press, vol. 122(4), pages 1511-1560, November.
  26. Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2.
  27. David Lee & Emmanuel Saez, 2008. "Optimal Minimum Wage Policy in Competitive Labor Markets," NBER Working Papers 14320, National Bureau of Economic Research, Inc.
  28. 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, pages 393-438.
  29. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
  30. Michael Greenstone & Justin Gallagher, 2008. "Does Hazardous Waste Matter? Evidence from the Housing Market and the Superfund Program," The Quarterly Journal of Economics, MIT Press, vol. 123(3), pages 951-1003, August.
  31. Dean Karlan & Nava Ashaf & Wesley Yin, 2004. "Tying odysseus to the mast: Evidence from a commitment savings product in the philippines," Natural Field Experiments 00206, The Field Experiments Website.
  32. Saez, Emmanuel, 2001. "Using Elasticities to Derive Optimal Income Tax Rates," Review of Economic Studies, Wiley Blackwell, vol. 68(1), pages 205-29, January.
  33. Diamond, Peter A, 1998. "Optimal Income Taxation: An Example with a U-Shaped Pattern of Optimal Marginal Tax Rates," American Economic Review, American Economic Association, vol. 88(1), pages 83-95, March.
  34. Angus Deaton, 2009. "Instruments of development: Randomization in the tropics, and the search for the elusive keys to economic development," Working Papers 1122, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
  35. Rasmus Lentz, 2003. "Optimal Unemployment Insurance in an Estimated Job Search Model with Savings," CAM Working Papers 2004-10, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
  36. Raj Chetty & Emmanuel Saez, 2008. "Optimal Taxation and Social Insurance with Endogenous Private Insurance," NBER Working Papers 14403, National Bureau of Economic Research, Inc.
  37. Robert Shimer & Iván Werning, 2007. "Reservation Wages and Unemployment Insurance," The Quarterly Journal of Economics, MIT Press, vol. 122(3), pages 1145-1185, 08.
  38. James R. Hines, 1999. "Three Sides of Harberger Triangles," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 167-188, Spring.
  39. Yuriy Gorodnichenko & Jorge Martinez-Vazquez & Klara Sabirianova Peter, 2009. "Myth and Reality of Flat Tax Reform: Micro Estimates of Tax Evasion Response and Welfare Effects in Russia," Journal of Political Economy, University of Chicago Press, vol. 117(3), pages 504-554, 06.
  40. Martin Feldstein, 1999. "Tax Avoidance And The Deadweight Loss Of The Income Tax," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 674-680, November.
  41. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-78, December.
  42. Chetty, Raj & Looney, Adam, 2006. "Consumption smoothing and the welfare consequences of social insurance in developing economies," Journal of Public Economics, Elsevier, vol. 90(12), pages 2351-2356, December.
  43. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July.
  44. Gruber, Jon & Saez, Emmanuel, 2002. "The elasticity of taxable income: evidence and implications," Journal of Public Economics, Elsevier, vol. 84(1), pages 1-32, April.
  45. Richard Blundell & Alan Duncan & Costas Meghir, 1998. "Estimating Labor Supply Responses Using Tax Reforms," Econometrica, Econometric Society, vol. 66(4), pages 827-862, July.
  46. Slemrod, Joel, 2006. "The Role of Misconceptions in Support for Regressive Tax Reform," National Tax Journal, National Tax Association, vol. 59(1), pages 57-75, March.
  47. Tuomala, Matti, 1990. "Optimal Income Tax and Redistribution," OUP Catalogue, Oxford University Press, number 9780198286059, March.
  48. Jonathan Gruber & David A. Wise, 1999. "Introduction to "Social Security and Retirement around the World"," NBER Chapters, in: Social Security and Retirement around the World, pages 1-35 National Bureau of Economic Research, Inc.
  49. David Lee & Emmanuel Saez, 2008. "Optimal Minimum Wage Policy in Competitive Labor Markets," Working Papers 1099, Princeton University, Department of Economics, Center for Economic Policy Studies..
  50. Angrist, Joshua D & Graddy, Kathryn & Imbens, Guido W, 2000. "The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish," Review of Economic Studies, Wiley Blackwell, vol. 67(3), pages 499-527, July.
  51. Slemrod, Joel, 1995. "Income Creation or Income Shifting? Behavioral Responses to the Tax Reform Act of 1986," American Economic Review, American Economic Association, vol. 85(2), pages 175-80, May.
  52. Hausman, J.A. & Newey, W.K., 1992. "Nonparametric Estimation of Exact Consumers Surplus and Deadweight Loss," Working papers 93-2, Massachusetts Institute of Technology (MIT), Department of Economics.
  53. Mirrlees, James A, 1971. "An Exploration in the Theory of Optimum Income Taxation," Review of Economic Studies, Wiley Blackwell, vol. 38(114), pages 175-208, April.
  54. Shoven, John B, 1976. "The Incidence and Efficiency Effects of Taxes on Income from Capital," Journal of Political Economy, University of Chicago Press, vol. 84(6), pages 1261-83, December.
  55. Lawrence H. Goulder & Roberton C. Williams III, 2003. "The Substantial Bias from Ignoring General Equilibrium Effects in Estimating Excess Burden, and a Practical Solution," Journal of Political Economy, University of Chicago Press, vol. 111(4), pages 898-927, August.
  56. Jonathan Gruber & David A. Wise, 1999. "Social Security and Retirement around the World," NBER Books, National Bureau of Economic Research, Inc, number grub99-1, August.
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