IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/9988.html
   My bibliography  Save this paper

A New Method of Estimating Risk Aversion

Author

Listed:
  • Raj Chetty

Abstract

This paper develops a method of estimating the coefficient of relative risk aversion (g) from data on labor supply. The main result is that existing estimates of labor supply elasticities place a tight bound on g, without any assumptions beyond those of expected utility theory. It is shown that the curvature of the utility function is directly related to the ratio of the income elasticity of labor supply to the wage elasticity, holding fixed the degree of complementarity between consumption and leisure. The degree of complementarity can in turn be inferred from data on consumption choices when employment is stochastic. Using a large set of existing estimates of wage and income elasticities, I find a mean estimate of g = 1. I also give a calibration argument showing that a positive uncompensated wage elasticity, as found in most studies of labor supply, implies g

Suggested Citation

  • Raj Chetty, 2003. "A New Method of Estimating Risk Aversion," NBER Working Papers 9988, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:9988
    Note: AP PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w9988.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Robert B. Barsky & Miles S. Kimball & F. Thomas Juster & Matthew D. Shapiro, 1995. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Survey," NBER Working Papers 5213, National Bureau of Economic Research, Inc.
    2. N. Eissa & H. W. Hoynes, "undated". "The Earned Income Tax Credit and the Labor Supply of Married Couples," Institute for Research on Poverty Discussion Papers 1194-99, University of Wisconsin Institute for Research on Poverty.
    3. Edward C. Prescott, 2004. "Why do Americans work so much more than Europeans?," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 28(Jul), pages 2-13.
    4. Philippe Weil, 1990. "Nonexpected Utility in Macroeconomics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(1), pages 29-42.
    5. Bodie, Zvi & Merton, Robert C. & Samuelson, William F., 1992. "Labor supply flexibility and portfolio choice in a life cycle model," Journal of Economic Dynamics and Control, Elsevier, vol. 16(3-4), pages 427-449.
    6. Steven J. Davis & Magnus Henrekson, 2004. "Tax Effects on Work Activity, Industry Mix and Shadow Economy Size: Evidence from Rich-Country Comparisons," NBER Working Papers 10509, National Bureau of Economic Research, Inc.
    7. 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.
    8. Gerald Auten & Robert Carroll, 1999. "The Effect Of Income Taxes On Household Income," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 681-693, November.
    9. Kandel, Shmuel & Stambaugh, Robert F., 1991. "Asset returns and intertemporal preferences," Journal of Monetary Economics, Elsevier, vol. 27(1), pages 39-71, February.
    10. Hall, Robert E, 1988. "Intertemporal Substitution in Consumption," Journal of Political Economy, University of Chicago Press, vol. 96(2), pages 339-357, April.
    11. Victor R. Fuchs & Alan B. Krueger & James M. Poterba, 1998. "Economists' Views about Parameters, Values, and Policies: Survey Results in Labor and Public Economics," Journal of Economic Literature, American Economic Association, vol. 36(3), pages 1387-1425, September.
    12. Guido W. Imbens & Donald B. Rubin & Bruce I. Sacerdote, 2001. "Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players," American Economic Review, American Economic Association, vol. 91(4), pages 778-794, September.
    13. Feldstein, Martin, 1995. "The Effect of Marginal Tax Rates on Taxable Income: A Panel Study of the 1986 Tax Reform Act," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 551-572, June.
    14. Laurie J. Bassi & Stephen A. Woodbury, 1998. "Reform of the Unemployment Insurance System: Research in Employment Policy," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, volume 1, number ljbsaw1998, August.
    15. Alma Cohen & Liran Einav, 2007. "Estimating Risk Preferences from Deductible Choice," American Economic Review, American Economic Association, vol. 97(3), pages 745-788, June.
    16. Hans G. Bloemen & Elena G. F. Stancanelli, 2005. "Financial Wealth, Consumption Smoothing and Income Shocks Arising from Job Loss," Economica, London School of Economics and Political Science, vol. 72(3), pages 431-452, August.
    17. Louis Kaplow, 2005. "The Value of a Statistical Life and the Coefficient of Relative Risk Aversion," Journal of Risk and Uncertainty, Springer, vol. 31(1), pages 23-34, July.
    18. 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.
    19. Saez, Emmanuel, 2003. "The effect of marginal tax rates on income: a panel study of 'bracket creep'," Journal of Public Economics, Elsevier, vol. 87(5-6), pages 1231-1258, May.
    20. Epstein, Larry G & Zin, Stanley E, 1991. "Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: An Empirical Analysis," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 263-286, April.
    21. Hans G. Bloemen & Elena G. F. Stancanelli, 2005. "Financial Wealth, Consumption Smoothing and Income Shocks Arising from Job Loss," Economica, London School of Economics and Political Science, vol. 72(287), pages 431-452, August.
    22. Joseph G. Altonji & Christina H. Paxson, 1992. "Labor Supply, Hours Constraints, and Job Mobility," Journal of Human Resources, University of Wisconsin Press, vol. 27(2), pages 256-278.
    23. Mark Aguiar & Erik Hurst, 2005. "Consumption versus Expenditure," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 919-948, October.
    24. Raj Chetty, 2006. "A Bound on Risk Aversion Using Labor Supply Elasticities," NBER Working Papers 12067, National Bureau of Economic Research, Inc.
    25. Matthew Rabin, 2000. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Econometrica, Econometric Society, vol. 68(5), pages 1281-1292, September.
    26. Wolf, Charles & Pohlman, Larry, 1983. "The Recovery of Risk Preferences from Actual Choices," Econometrica, Econometric Society, vol. 51(3), pages 843-850, May.
    27. Hausman, Jerry A., 1985. "Taxes and labor supply," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 1, chapter 4, pages 213-263, Elsevier.
    28. Melvin Stephens, 2001. "The Long-Run Consumption Effects Of Earnings Shocks," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 28-36, February.
    29. Mehra, Rajnish & Prescott, Edward C., 1985. "The equity premium: A puzzle," Journal of Monetary Economics, Elsevier, vol. 15(2), pages 145-161, March.
    30. 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.
    31. 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.
    32. Leora Friedberg, 2000. "The Labor Supply Effects of the Social Security Earnings Test," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 48-63, February.
    33. MaCurdy, Thomas E, 1981. "An Empirical Model of Labor Supply in a Life-Cycle Setting," Journal of Political Economy, University of Chicago Press, vol. 89(6), pages 1059-1085, December.
    34. Feldstein, Martin, 1995. "The Effect of Marginal Tax Rates on Taxable Income: A Panel Study of the 1986 Tax Reform Act," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 551-572, June.
    35. Szpiro, George G, 1986. "Measuring Risk Aversion: An Alternative Approach," The Review of Economics and Statistics, MIT Press, vol. 68(1), pages 156-159, February.
    36. Metrick, Andrew, 1995. "A Natural Experiment in "Jeopardy!"," American Economic Review, American Economic Association, vol. 85(1), pages 240-253, March.
    37. Chris Starmer, 2000. "Developments in Non-expected Utility Theory: The Hunt for a Descriptive Theory of Choice under Risk," Journal of Economic Literature, American Economic Association, vol. 38(2), pages 332-382, June.
    38. Robert Gertner, 1993. "Game Shows and Economic Behavior: Risk-Taking on "Card Sharks"," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(2), pages 507-521.
    39. B. Douglas Bernheim & Jonathan Skinner & Steven Weinberg, 2001. "What Accounts for the Variation in Retirement Wealth among U.S. Households?," American Economic Review, American Economic Association, vol. 91(4), pages 832-857, September.
    40. repec:hoo:wpaper:e-90-11 is not listed on IDEAS
    41. Drazen Prelec, 1998. "The Probability Weighting Function," Econometrica, Econometric Society, vol. 66(3), pages 497-528, May.
    42. Browning, Martin & Deaton, Angus & Irish, Margaret, 1985. "A Profitable Approach to Labor Supply and Commodity Demands over the Life-Cycle," Econometrica, Econometric Society, vol. 53(3), pages 503-543, May.
    43. Gruber, Jonathan, 1997. "The Consumption Smoothing Benefits of Unemployment Insurance," American Economic Review, American Economic Association, vol. 87(1), pages 192-205, March.
    44. Machina, Mark J, 1987. "Choice under Uncertainty: Problems Solved and Unsolved," Journal of Economic Perspectives, American Economic Association, vol. 1(1), pages 121-154, Summer.
    45. Narayana R. Kocherlakota, 1996. "The Equity Premium: It's Still a Puzzle," Journal of Economic Literature, American Economic Association, vol. 34(1), pages 42-71, March.
    46. A. J. Auerbach & M. Feldstein (ed.), 1985. "Handbook of Public Economics," Handbook of Public Economics, Elsevier, edition 1, volume 1, number 1.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Raj Chetty, 2006. "A Bound on Risk Aversion Using Labor Supply Elasticities," NBER Working Papers 12067, National Bureau of Economic Research, Inc.
    2. Adam Looney & Monica Singhal, 2005. "The effect of anticipated tax changes on intertemporal labor supply and the realization of taxable income," Finance and Economics Discussion Series 2005-44, Board of Governors of the Federal Reserve System (U.S.).
    3. 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.
    4. Florian Scheuer & Iván Werning, 2017. "The Taxation of Superstars," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 211-270.
    5. Roger Hartley & Gauthier Lanot & Ian Walker, 2014. "Who Really Wants To Be A Millionaire? Estimates Of Risk Aversion From Gameshow Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(6), pages 861-879, September.
    6. Emmanuel Saez & Joel Slemrod & Seth H. Giertz, 2012. "The Elasticity of Taxable Income with Respect to Marginal Tax Rates: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 50(1), pages 3-50, March.
    7. Kumar, Anil, 2008. "Labor supply, deadweight loss and tax reform act of 1986: A nonparametric evaluation using panel data," Journal of Public Economics, Elsevier, vol. 92(1-2), pages 236-253, February.
    8. Saez, Emmanuel, 2003. "The effect of marginal tax rates on income: a panel study of 'bracket creep'," Journal of Public Economics, Elsevier, vol. 87(5-6), pages 1231-1258, May.
    9. Seth H. Giertz, 2004. "Recent Literature on Taxable-Income Elasticities: Technical Paper 2004-16," Working Papers 16189, Congressional Budget Office.
    10. Philipp Doerrenberg & Andreas Peichl & Sebastian Siegloch, 2017. "The Elasticity of Taxable Income in the Presence of Deduction Possibilities," NBER Chapters, in: Personal Income Taxation and Household Behavior (TAPES), National Bureau of Economic Research, Inc.
    11. Raj Chetty & Amy Finkelstein, 2012. "Social Insurance: Connecting Theory to Data," NBER Working Papers 18433, National Bureau of Economic Research, Inc.
    12. Bessho, Shun-ichiro & Hayashi, Masayoshi, 2011. "Labor supply response and preferences specification: Estimates for prime-age males in Japan," Journal of Asian Economics, Elsevier, vol. 22(5), pages 398-411, October.
    13. Michaël Sicsic, 2022. "Does labour income react more to income tax or means‐tested benefits reforms?," Fiscal Studies, John Wiley & Sons, vol. 43(3), pages 291-319, September.
    14. Reichling, Felix, 2006. "Optimal Unemployment Insurance in Labor Market Equilibrium when Workers can Self-Insure," MPRA Paper 5362, University Library of Munich, Germany, revised 16 Oct 2007.
    15. Jakobsen, Katrine Marie & Søgaard, Jakob Egholt, 2022. "Identifying behavioral responses to tax reforms: New insights and a new approach," Journal of Public Economics, Elsevier, vol. 212(C).
    16. Emmanuel Saez, 2004. "Reported Incomes and Marginal Tax Rates, 1960–2000: Evidence and Policy Implications," NBER Chapters, in: Tax Policy and the Economy, Volume 18, pages 117-174, National Bureau of Economic Research, Inc.
    17. Hans Schytte Sigaard, 2022. "Labor Supply Responsiveness to Tax Reforms," Economics Working Papers 2022-04, Department of Economics and Business Economics, Aarhus University.
    18. 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.
    19. Alpert, Abby & Powell, David, 2014. "Estimating Intensive and Extensive Tax Responsiveness: Do Older Workers Respond to Income Taxes?," Working Papers 987-1, RAND Corporation.
    20. Aspen Gorry & Kevin A. Hassett & R. Glenn Hubbard & Aparna Mathur, 2017. "The Response of Deferred Executive Compensation to Changes in Tax Rates," NBER Chapters, in: Personal Income Taxation and Household Behavior (TAPES), National Bureau of Economic Research, Inc.

    More about this item

    JEL classification:

    • D8 - Microeconomics - - Information, Knowledge, and Uncertainty
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:9988. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.