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Estimating temptation and commitment over the life-cycle

Author

Listed:
  • Agnes Kovacs

    (Institute for Fiscal Studies and University of Manchester)

  • Hamish Low

    (Institute for Fiscal Studies and University of Oxford & Nuffield College)

  • Patrick Moran

    (Institute for Fiscal Studies and University of Copenhagen)

Abstract

This paper estimates the importance of temptation (Gul and Pesendorfer, 2001) for consumption smoothing and asset accumulation in a structural life-cycle model. We use two complementary estimation strategies: ?rst, we estimate the Euler equation of this model; and second we match liquid and illiquid wealth accumulation using the Method of Simulated Moments. We ?nd that the utility cost of temptation is one-quarter of the utility bene?t of consumption. Further, we show that allowing for temptation is crucial for correctly estimating the elasticity of intertemporal substitution: estimates of the EIS are substantially higher than without temptation. Finally, our Method of Simulated Moments estimation is able to match well the life-cycle accumulation pro?les for both liquid and illiquid wealth only if temptation is part of the preference speci?cation. Our ?ndings on the importance of temptation are robust to the di?erent estimation strategies.

Suggested Citation

  • Agnes Kovacs & Hamish Low & Patrick Moran, 2020. "Estimating temptation and commitment over the life-cycle," IFS Working Papers W20/24, Institute for Fiscal Studies.
  • Handle: RePEc:ifs:ifsewp:20/24
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    1. Erich Battistin & Agar Brugiavini & Enrico Rettore & Guglielmo Weber, 2009. "The Retirement Consumption Puzzle: Evidence from a Regression Discontinuity Approach," American Economic Review, American Economic Association, vol. 99(5), pages 2209-2226, December.
    2. Makoto Nakajima, 2012. "Rising indebtedness and temptation: A welfare analysis," Quantitative Economics, Econometric Society, vol. 3(2), pages 257-288, July.
    3. Zeldes, Stephen P, 1989. "Consumption and Liquidity Constraints: An Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 97(2), pages 305-346, April.
    4. Martin Browning & M. Dolores Collado, 2001. "The Response of Expenditures to Anticipated Income Changes: Panel Data Estimates," American Economic Review, American Economic Association, vol. 91(3), pages 681-692, June.
    5. Richard H. Thaler & Shlomo Benartzi, 2004. "Save More Tomorrow (TM): Using Behavioral Economics to Increase Employee Saving," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 164-187, February.
    6. Richard Blundell & Martin Browning & Costas Meghir, 1994. "Consumer Demand and the Life-Cycle Allocation of Household Expenditures," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(1), pages 57-80.
    7. Attanasio, Orazio P, et al, 1999. "Humps and Bumps in Lifetime Consumption," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 22-35, January.
    8. Kevin X.D. Huang & Zheng Liu, 2005. "Temptation and Self-Control: Some Evidence from the Consumer Expenditure Survey," 2005 Meeting Papers 770, Society for Economic Dynamics.
    9. Matthew Chambers & Carlos Garriga & Don E. Schlagenhauf, 2009. "Accounting For Changes In The Homeownership Rate," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(3), pages 677-726, August.
    10. Piazzesi, Monika & Schneider, Martin & Tuzel, Selale, 2007. "Housing, consumption and asset pricing," Journal of Financial Economics, Elsevier, vol. 83(3), pages 531-569, March.
    11. Attanasio, Orazio P & Weber, Guglielmo, 1995. "Is Consumption Growth Consistent with Intertemporal Optimization? Evidence from the Consumer Expenditure Survey," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1121-1157, December.
    12. Toussaert, Séverine, 2018. "Eliciting temptation and self-control through menu choices: a lab experiment," LSE Research Online Documents on Economics 88107, London School of Economics and Political Science, LSE Library.
    13. Harris, Christopher & Laibson, David, 2001. "Dynamic Choices of Hyperbolic Consumers," Econometrica, Econometric Society, vol. 69(4), pages 935-957, July.
    14. Kevin X.D. Huang & Zheng Liu & John Qi Zhu, 2015. "Temptation and Self‐Control: Some Evidence and Applications," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(4), pages 581-615, June.
    15. Attanasio, Orazio P & Browning, Martin, 1995. "Consumption over the Life Cycle and over the Business Cycle," American Economic Review, American Economic Association, vol. 85(5), pages 1118-1137, December.
    16. Viola Angelini & Agar Brugiavini & Guglielmo Weber, 2009. "Ageing and unused capacity in Europe: is there an early retirement trap? [‘The strategic bequest motive: evidence from SHARE’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 24(59), pages 463-508.
    17. Carroll, Christopher D., 2006. "The method of endogenous gridpoints for solving dynamic stochastic optimization problems," Economics Letters, Elsevier, vol. 91(3), pages 312-320, June.
    18. Andra Ghent, 2015. "Home Ownership, Household Leverage and Hyperbolic Discounting," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 43(3), pages 750-781, September.
    19. Thurow, Lester C, 1969. "The Optimum Lifetime Distribution of Consumption Expenditures," American Economic Review, American Economic Association, vol. 59(3), pages 324-330, June.
    20. Nava Ashraf & Dean Karlan & Wesley Yin, 2006. "Tying Odysseus to the Mast: Evidence From a Commitment Savings Product in the Philippines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 635-672.
    21. Martin Browning & Mette Ejrnæs, 2009. "Consumption and Children," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 93-111, February.
    22. Hamish Low & Costas Meghir & Luigi Pistaferri, 2010. "Wage Risk and Employment Risk over the Life Cycle," American Economic Review, American Economic Association, vol. 100(4), pages 1432-1467, September.
    23. E. S. Phelps & R. A. Pollak, 1968. "On Second-Best National Saving and Game-Equilibrium Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 35(2), pages 185-199.
    24. Greg Kaplan & Giovanni L. Violante, 2014. "A Model of the Consumption Response to Fiscal Stimulus Payments," Econometrica, Econometric Society, vol. 82(4), pages 1199-1239, July.
    25. Annamaria Lusardi & Olivia S. Mitchell & Noemi Oggero, 2018. "The Changing Face of Debt and Financial Fragility at Older Ages," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 407-411, May.
    26. King, Robert G & Watson, Mark W, 1996. "Money, Prices, Interest Rates and the Business Cycle," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 35-53, February.
    27. Orazio Attanasio & Renata Bottazzi & Hamish Low & Lars Nesheim & Matthew Wakefield, 2012. "Modelling the Demand for Housing over the Lifecycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(1), pages 1-18, January.
    28. Beshears, John & Choi, James J. & Harris, Christopher & Laibson, David & Madrian, Brigitte C. & Sakong, Jung, 2020. "Which early withdrawal penalty attracts the most deposits to a commitment savings account?," Journal of Public Economics, Elsevier, vol. 183(C).
    29. Orazio P. Attanasio & Susann Rohwedder, 2003. "Pension Wealth and Household Saving: Evidence from Pension Reforms in the United Kingdom," American Economic Review, American Economic Association, vol. 93(5), pages 1499-1521, December.
    30. Emma Aguila & Orazio Attanasio & Costas Meghir, 2011. "Changes in Consumption at Retirement: Evidence from Panel Data," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 1094-1099, August.
    31. Emma Aguila & Orazio P. Attanasio & Costas Meghir, 2008. "Changes in Consumption at Retirement," Working Papers WR-621, RAND Corporation.
    32. George-Marios Angeletos & David Laibson & Andrea Repetto & Jeremy Tobacman & Stephen Weinberg, 2001. "The Hyberbolic Consumption Model: Calibration, Simulation, and Empirical Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 47-68, Summer.
    33. Alessandro Bucciol, 2012. "Measuring Self-Control Problems: A Structural Estimation," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1084-1115, October.
    34. Séverine Toussaert, 2018. "Eliciting Temptation and Self†Control Through Menu Choices: A Lab Experiment," Econometrica, Econometric Society, vol. 86(3), pages 859-889, May.
    35. Patrick Bajari & Phoebe Chan & Dirk Krueger & Daniel Miller, 2013. "A Dynamic Model Of Housing Demand: Estimation And Policy Implications," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(2), pages 409-442, May.
    36. Flavin, Marjorie A, 1981. "The Adjustment of Consumption to Changing Expectations about Future Income," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 974-1009, October.
    37. Heckman, James J, 1974. "Life Cycle Consumption and Labor Supply: An Explanation of the Relationship Between Income and Consumption Over the Life Cycle," American Economic Review, American Economic Association, vol. 64(1), pages 188-194, March.
    38. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    39. Emma Aguila & Orazio P. Attanasio & Costas Meghir, 2008. "Changes in Consumption at Retirement," Working Papers 621, RAND Corporation.
    40. Manuel Amador & Iván Werning & George-Marios Angeletos, 2006. "Commitment vs. Flexibility," Econometrica, Econometric Society, vol. 74(2), pages 365-396, March.
    41. Faruk Gul & Wolfgang Pesendorfer, 2004. "Self Control, Revealed Preferences and Consumption Choice," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(2), pages 243-264, April.
    42. Clausen, Andrew & Strub, Carlo, 2020. "Reverse Calculus and nested optimization," Journal of Economic Theory, Elsevier, vol. 187(C).
    43. Faruk Gul & Wolfgang Pesendorfer, 2001. "Temptation and Self-Control," Econometrica, Econometric Society, vol. 69(6), pages 1403-1435, November.
    44. Ariel Rubinstein, 2003. ""Economics and Psychology"? The Case of Hyperbolic Discounting," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(4), pages 1207-1216, November.
    45. Carrillo, Paul E. & Pope, Jaren C., 2012. "Are homes hot or cold potatoes? The distribution of marketing time in the housing market," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 189-197.
    46. Deaton, Angus, 1985. "Panel data from time series of cross-sections," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 109-126.
    47. Viola Angelini & Alessandro Bucciol & Matthew Wakefield & Guglielmo Weber, 2020. "Can temptation explain housing choices over the life cycle?," Manchester School, University of Manchester, vol. 88(2), pages 229-261, March.
    48. Cagetti, Marco, 2003. "Wealth Accumulation over the Life Cycle and Precautionary Savings," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(3), pages 339-353, July.
    49. Orazio P. Attanasio & Hamish Low, 2004. "Estimating Euler Equations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(2), pages 405-435, April.
    50. Campbell, John Y. & Mankiw, N. Gregory, 1991. "The response of consumption to income : A cross-country investigation," European Economic Review, Elsevier, vol. 35(4), pages 723-756, May.
    51. 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.
    52. Merton, Robert C, 1969. "Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case," The Review of Economics and Statistics, MIT Press, vol. 51(3), pages 247-257, August.
    53. Christopher D. Carroll & Lawrence H. Summers, 1991. "Consumption Growth Parallels Income Growth: Some New Evidence," NBER Chapters, in: National Saving and Economic Performance, pages 305-348, National Bureau of Economic Research, Inc.
    54. Agnes Kovacs & Patrick Moran, 2019. "Temptation and commitment: understanding the demand for illiquidity," IFS Working Papers W19/18, Institute for Fiscal Studies.
    55. Fedor Iskhakov & Thomas H. Jørgensen & John Rust & Bertel Schjerning, 2017. "The endogenous grid method for discrete‐continuous dynamic choice models with (or without) taste shocks," Quantitative Economics, Econometric Society, vol. 8(2), pages 317-365, July.
    56. Shoven, John B. & Bernheim, B. Douglas (ed.), 1991. "National Saving and Economic Performance," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226044040.
    57. Kovacs, Agnes & Moran, Patrick, 2022. "Financial Innovation, the Decline in Household Savings, and the Trade-off between Flexibility and Commitment," CEPR Discussion Papers 16634, C.E.P.R. Discussion Papers.
    58. DeJong, David N. & Ripoll, Marla, 2007. "Do self-control preferences help explain the puzzling behavior of asset prices?," Journal of Monetary Economics, Elsevier, vol. 54(4), pages 1035-1050, May.
    59. Attanasio, Orazio P., 1993. "An analysis of life-cycle accumulation of financial assets," Ricerche Economiche, Elsevier, vol. 47(4), pages 323-354, December.
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    3. Holger Strulik, 2019. "Limited self‐control and longevity," Health Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 57-64, January.

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    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand

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