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Replicating business cycles and asset returns with sentiment and low risk aversion

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  • Lansing, Kevin J.

Abstract

I solve for the sequences of shocks (or wedges) that allow a standard real business cycle model to exactly replicate the quarterly time paths of U.S. macroeconomic variables and asset returns since 1960. The resulting shock sequences can be grouped into three main categories: (1) shocks that affect household sentiment and preferences, (2) shocks that appear in the law of motion for capital, and (3) shocks that appear in the production function for output. For most variables including output, no single shock category is clearly dominant in explaining the observed movements in U.S. data. While some variables are driven by a single dominant shock category, the dominant category is different for each of those variables. The results imply that there is no “most important shock.” Rather, U.S. economic outcomes have been shaped by a complex and time-varying mixture of fundamental and non-fundamental disturbances.

Suggested Citation

  • Lansing, Kevin J., 2024. "Replicating business cycles and asset returns with sentiment and low risk aversion," Journal of Economic Dynamics and Control, Elsevier, vol. 167(C).
  • Handle: RePEc:eee:dyncon:v:167:y:2024:i:c:s0165188924001131
    DOI: 10.1016/j.jedc.2024.104921
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    1. Ivo Welch & Amit Goyal, 2008. "A Comprehensive Look at The Empirical Performance of Equity Premium Prediction," The Review of Financial Studies, Society for Financial Studies, vol. 21(4), pages 1455-1508, July.
    2. Kevin J. Lansing, 2019. "Real business cycles, animal spirits, and stock market valuation," International Journal of Economic Theory, The International Society for Economic Theory, vol. 15(1), pages 77-94, March.
    3. Alexander Falter & Dennis Wesselbaum, 2018. "Correlated shocks in estimated DSGE models," Economics Bulletin, AccessEcon, vol. 38(4), pages 2026-2036.
    4. Adam, Klaus & Merkel, Sebastian, 2019. "Stock Price Cycles and Business Cycles," CEPR Discussion Papers 13866, C.E.P.R. Discussion Papers.
    5. Alois Kneip & Monika Merz & Lidia Storjohann, 2020. "Aggregation and Labor Supply Elasticities [Do Reservation Wages Really Decline? Some International Evidence on the Determinants of Reservation Wages]," Journal of the European Economic Association, European Economic Association, vol. 18(5), pages 2315-2358.
    6. Rhys Bidder & Ian Dew-Becker, 2016. "Long-Run Risk Is the Worst-Case Scenario," American Economic Review, American Economic Association, vol. 106(9), pages 2494-2527, September.
    7. Kevin J. Lansing & Agnieszka Markiewicz, 2018. "Top Incomes, Rising Inequality and Welfare," Economic Journal, Royal Economic Society, vol. 128(608), pages 262-297, February.
    8. Lansing, Kevin J., 2012. "Speculative growth, overreaction, and the welfare cost of technology-driven bubbles," Journal of Economic Behavior & Organization, Elsevier, vol. 83(3), pages 461-483.
    9. George‐Marios Angeletos & Fabrice Collard & Harris Dellas, 2018. "Quantifying Confidence," Econometrica, Econometric Society, vol. 86(5), pages 1689-1726, September.
    10. Francesco Bianchi & Sydney C. Ludvigson & Sai Ma, 2022. "Belief Distortions and Macroeconomic Fluctuations," American Economic Review, American Economic Association, vol. 112(7), pages 2269-2315, July.
    11. Maria Kosolapova & Michael Hanke & Alex Weissensteiner, 2023. "Estimating time-varying risk aversion from option prices and realized returns," Quantitative Finance, Taylor & Francis Journals, vol. 23(1), pages 1-17, January.
    12. Hall, Robert E, 1997. "Macroeconomic Fluctuations and the Allocation of Time," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 223-250, January.
    13. Ascari, Guido & Mavroeidis, Sophocles, 2022. "The unbearable lightness of equilibria in a low interest rate environment," Journal of Monetary Economics, Elsevier, vol. 127(C), pages 1-17.
    14. Nagel, Stefan & Xu, Zhengyang, 2023. "Dynamics of subjective risk premia," Journal of Financial Economics, Elsevier, vol. 150(2).
    15. Gilchrist, Simon & Himmelberg, Charles P. & Huberman, Gur, 2005. "Do stock price bubbles influence corporate investment?," Journal of Monetary Economics, Elsevier, vol. 52(4), pages 805-827, May.
    16. Stefan Nagel & Zhengyang Xu, 2022. "Asset Pricing with Fading Memory," The Review of Financial Studies, Society for Financial Studies, vol. 35(5), pages 2190-2245.
    17. Cogley, Timothy & Sargent, Thomas J., 2008. "The market price of risk and the equity premium: A legacy of the Great Depression?," Journal of Monetary Economics, Elsevier, vol. 55(3), pages 454-476, April.
    18. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    19. Xiwen Bai & Jesús Fernández-Villaverde & Yiliang Li & Francesco Zanetti, 2024. "The Causal Effects of Global Supply Chain Disruptions on Macroeconomic Outcomes: Evidence and Theory," Economics Series Working Papers 1033, University of Oxford, Department of Economics.
    20. Malcolm Baker & Jeffrey Wurgler, 2007. "Investor Sentiment in the Stock Market," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 129-152, Spring.
    21. Fatih Guvenen, 2009. "A Parsimonious Macroeconomic Model for Asset Pricing," Econometrica, Econometric Society, vol. 77(6), pages 1711-1750, November.
    22. George-Marios Angeletos & Fabrice Collard & Harris Dellas, 2020. "Business-Cycle Anatomy," American Economic Review, American Economic Association, vol. 110(10), pages 3030-3070, October.
    23. Greg Kaplan & Sam Schulhofer-Wohl, 2018. "The Changing (Dis-)utility of Work," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 239-258, Summer.
    24. Andrew Young, 2004. "Labor's Share Fluctuations, Biased Technical Change, and the Business Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(4), pages 916-931, October.
    25. Shiller, Robert J, 1981. "Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends?," American Economic Review, American Economic Association, vol. 71(3), pages 421-436, June.
    26. John Y. Campbell & Carolin Pflueger & Luis M. Viceira, 2020. "Macroeconomic Drivers of Bond and Equity Risks," Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 3148-3185.
    27. Atif Mian & Amir Sufi, 2010. "The Great Recession: Lessons from Microeconomic Data," American Economic Review, American Economic Association, vol. 100(2), pages 51-56, May.
    28. Klaus Adam & Albert Marcet & Johannes Beutel, 2017. "Stock Price Booms and Expected Capital Gains," American Economic Review, American Economic Association, vol. 107(8), pages 2352-2408, August.
    29. Lansing, Kevin J. & LeRoy, Stephen F. & Ma, Jun, 2022. "Examining the sources of excess return predictability: Stochastic volatility or market inefficiency?," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 50-72.
    30. Furlanetto, Francesco & Seneca, Martin, 2014. "New Perspectives On Depreciation Shocks As A Source Of Business Cycle Fluctuations," Macroeconomic Dynamics, Cambridge University Press, vol. 18(6), pages 1209-1233, September.
    31. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    32. Jermann, Urban J., 1998. "Asset pricing in production economies," Journal of Monetary Economics, Elsevier, vol. 41(2), pages 257-275, April.
    33. Vidhan K. Goyal & Takeshi Yamada, 2004. "Asset Price Shocks, Financial Constraints, and Investment: Evidence from Japan," The Journal of Business, University of Chicago Press, vol. 77(1), pages 175-200, January.
    34. Adam, Klaus & Matveev, Dmitry & Nagel, Stefan, 2021. "Do survey expectations of stock returns reflect risk adjustments?," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 723-740.
    35. Stefano Giglio & Matteo Maggiori & Johannes Stroebel & Stephen Utkus, 2021. "Five Facts about Beliefs and Portfolios," American Economic Review, American Economic Association, vol. 111(5), pages 1481-1522, May.
    36. Mark Gertler & Simon Gilchrist, 2018. "What Happened: Financial Factors in the Great Recession," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 3-30, Summer.
    37. James C. Morley & Charles R. Nelson & Eric Zivot, 2003. "Why Are the Beveridge-Nelson and Unobserved-Components Decompositions of GDP So Different?," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 235-243, May.
    38. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    39. Abel, Andrew B., 2002. "An exploration of the effects of pessimism and doubt on asset returns," Journal of Economic Dynamics and Control, Elsevier, vol. 26(7-8), pages 1075-1092, July.
    40. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    41. Lansing, Kevin J., 2006. "Lock-In Of Extrapolative Expectations In An Asset Pricing Model," Macroeconomic Dynamics, Cambridge University Press, vol. 10(3), pages 317-348, June.
    42. Beaubrun-Diant, Kevin E. & Tripier, Fabien, 2005. "Asset returns and business cycles in models with investment adjustment costs," Economics Letters, Elsevier, vol. 86(1), pages 141-146, January.
    43. James H. Stock & Mark W. Watson, 2003. "Has the Business Cycle Changed and Why?," NBER Chapters, in: NBER Macroeconomics Annual 2002, Volume 17, pages 159-230, National Bureau of Economic Research, Inc.
    44. Robin Greenwood & Andrei Shleifer, 2014. "Expectations of Returns and Expected Returns," The Review of Financial Studies, Society for Financial Studies, vol. 27(3), pages 714-746.
    45. Pedro Brinca & João Ricardo Costa Filho & Francesca Loria, 2024. "Business cycle accounting: What have we learned so far?," Journal of Economic Surveys, Wiley Blackwell, vol. 38(4), pages 1276-1316, September.
    46. Brinca, P. & Chari, V.V. & Kehoe, P.J. & McGrattan, E., 2016. "Accounting for Business Cycles," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 1013-1063, Elsevier.
    47. Pok-sang Lam & Stephen G. Cecchetti & Nelson C. Mark, 2000. "Asset Pricing with Distorted Beliefs: Are Equity Returns Too Good to Be True?," American Economic Review, American Economic Association, vol. 90(4), pages 787-805, September.
    48. Otrok, Christopher & Ravikumar, B. & Whiteman, Charles H., 2002. "Habit formation: a resolution of the equity premium puzzle?," Journal of Monetary Economics, Elsevier, vol. 49(6), pages 1261-1288, September.
    49. Gene Amromin & Steven A. Sharpe, 2014. "From the Horse's Mouth: Economic Conditions and Investor Expectations of Risk and Return," Management Science, INFORMS, vol. 60(4), pages 845-866, April.
    50. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2007. "Business Cycle Accounting," Econometrica, Econometric Society, vol. 75(3), pages 781-836, May.
    51. Greenwood, Jeremy & Hercowitz, Zvi & Huffman, Gregory W, 1988. "Investment, Capacity Utilization, and the Real Business Cycle," American Economic Review, American Economic Association, vol. 78(3), pages 402-417, June.
    52. Ferroni, Filippo & Fisher, Jonas D.M. & Melosi, Leonardo, 2024. "Unusual shocks in our usual models," Journal of Monetary Economics, Elsevier, vol. 147(C).
    53. Francois Gourio, 2012. "Disaster Risk and Business Cycles," American Economic Review, American Economic Association, vol. 102(6), pages 2734-2766, October.
    54. Shelby R. Buckman & Reuven Glick & Kevin J. Lansing & Nicolas Petrosky-Nadeau & Lily Seitelman, 2020. "Replicating and Projecting the Path of COVID-19 with a Model-Implied Reproduction Number," Working Paper Series 2020-24, Federal Reserve Bank of San Francisco.
    55. Michal Andrle & Jan Bruha & Serhat Solmaz, 2016. "On the Sources of Business Cycles: Implications for DSGE Models," Working Papers 2016/03, Czech National Bank.
    56. Meenagh, David & Minford, Patrick & Wickens, Michael, 2021. "Estimating macro models and the potentially misleading nature of Bayesian estimation," Cardiff Economics Working Papers E2021/22, Cardiff University, Cardiff Business School, Economics Section.
    57. Paolo Gelain & Kevin J. Lansing & Gisle J. Natvik, 2018. "Explaining the Boom–Bust Cycle in the U.S. Housing Market: A Reverse‐Engineering Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(8), pages 1751-1783, December.
    58. repec:bla:jfinan:v:59:y:2004:i:1:p:407-446 is not listed on IDEAS
    59. LeRoy, Stephen F & Porter, Richard D, 1981. "The Present-Value Relation: Tests Based on Implied Variance Bounds," Econometrica, Econometric Society, vol. 49(3), pages 555-574, May.
    60. Lansing, Kevin J., 2021. "Endogenous forecast switching near the zero lower bound," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 153-169.
    61. Frydman, Roman & Stillwagon, Joshua R., 2018. "Fundamental factors and extrapolation in stock-market expectations: The central role of structural change," Journal of Economic Behavior & Organization, Elsevier, vol. 148(C), pages 189-198.
    62. Kevin J. Lansing & Agnieszka Markiewicz, 2018. "Top Incomes, Rising Inequality and Welfare," Economic Journal, Royal Economic Society, vol. 128(608), pages 262-297, February.
    63. Schmeling, Maik, 2009. "Investor sentiment and stock returns: Some international evidence," Journal of Empirical Finance, Elsevier, vol. 16(3), pages 394-408, June.
    64. repec:dau:papers:123456789/1869 is not listed on IDEAS
    65. Kevin J. Lansing, 2015. "Asset Pricing with Concentrated Ownership of Capital and Distribution Shocks," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 67-103, October.
    66. Rietz, Thomas A., 1988. "The equity risk premium a solution," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 117-131, July.
    67. KevinJ. Lansing, 2010. "Rational and Near-Rational Bubbles Without Drift," Economic Journal, Royal Economic Society, vol. 120(549), pages 1149-1174, December.
    68. Lansing, Kevin J., 2016. "On variance bounds for asset price changes," Journal of Financial Markets, Elsevier, vol. 28(C), pages 132-148.
    69. Robert J. Barro, 2009. "Rare Disasters, Asset Prices, and Welfare Costs," American Economic Review, American Economic Association, vol. 99(1), pages 243-264, March.
    70. Lansing, Kevin J. & LeRoy, Stephen F., 2014. "Risk aversion, investor information and stock market volatility," European Economic Review, Elsevier, vol. 70(C), pages 88-107.
    71. Ambler, Steve & Paquet, Alain, 1994. "Stochastic Depreciation and the Business Cycle," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(1), pages 101-116, February.
    72. Zhu, Xiaodong, 1995. "Endogenous capital utilization, investor's effort, and optimal fiscal policy," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 655-677, December.
    73. Drago Bergholt & Francesco Furlanetto & Nicolò Maffei-Faccioli, 2022. "The Decline of the Labor Share: New Empirical Evidence," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(3), pages 163-198, July.
    74. Macnamara Patrick, 2016. "Understanding entry and exit: a business cycle accounting approach," The B.E. Journal of Macroeconomics, De Gruyter, vol. 16(1), pages 47-91, January.
    75. Campello, Murillo & Graham, John R., 2013. "Do stock prices influence corporate decisions? Evidence from the technology bubble," Journal of Financial Economics, Elsevier, vol. 107(1), pages 89-110.
    76. Narayana R. Kocherlakota, 2010. "Modern macroeconomic models as tools for economic policy," The Region, Federal Reserve Bank of Minneapolis, vol. 24(May), pages 5-21.
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    More about this item

    Keywords

    Business cycle accounting; Sentiment; Animal spirits; Risk aversion; Equity risk premium; Bond term premium;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models

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