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Survey Data and Subjective Beliefs in Business Cycle Models

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  • Anmol Bhandari
  • Jaroslav Borovicka
  • Paul Ho

Abstract

This paper develops a theory of subjective beliefs that departs from rational expectations, and shows that biases in household beliefs have quantitatively large effects on macroeconomic aggregates. The departures are formalized using model-consistent notions of pessimism and optimism and are disciplined by data on household forecasts. The role of subjective beliefs is quantified in a business cycle model with goods and labor market frictions. Consistent with the survey evidence, an increase in pessimism generates upward biases in unemployment and inflation forecasts and lowers economic activity. The underlying belief distortions reduce aggregate demand and propagate through frictional goods and labor markets. As a by-product of the analysis, solution techniques that preserve the effects of time-varying belief distortions in the class of linear solutions are developed.

Suggested Citation

  • Anmol Bhandari & Jaroslav Borovicka & Paul Ho, 2019. "Survey Data and Subjective Beliefs in Business Cycle Models," Working Paper 19-14, Federal Reserve Bank of Richmond.
  • Handle: RePEc:fip:fedrwp:19-14
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    Cited by:

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    2. Karantounias, Anastasios G., 2023. "Doubts about the model and optimal policy," Journal of Economic Theory, Elsevier, vol. 210(C).
    3. Saki Bigio & Eduardo Zilberman, 2020. "Speculation-Driven Business Cycles," Working Papers Central Bank of Chile 865, Central Bank of Chile.
    4. Szőke, Bálint, 2022. "Estimating robustness," Journal of Economic Theory, Elsevier, vol. 199(C).
    5. Hassan Afrouzi & Laura Veldkamp, 2019. "Biased Inflation Forecasts," 2019 Meeting Papers 894, Society for Economic Dynamics.
    6. 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.
    7. Harmenberg, Karl & Öberg, Erik, 2021. "Consumption dynamics under time-varying unemployment risk," Journal of Monetary Economics, Elsevier, vol. 118(C), pages 350-365.
    8. Cosmin L. Ilut & Martin Schneider, 2022. "Modeling Uncertainty as Ambiguity: a Review," NBER Working Papers 29915, National Bureau of Economic Research, Inc.
    9. George-Marios Angeletos & Zhen Huo & Karthik A. Sastry, 2021. "Imperfect Macroeconomic Expectations: Evidence and Theory," NBER Macroeconomics Annual, University of Chicago Press, vol. 35(1), pages 1-86.
    10. Bassanin, Marzio & Faia, Ester & Patella, Valeria, 2021. "Ambiguity attitudes and the leverage cycle," Journal of International Economics, Elsevier, vol. 129(C).
    11. Ambrocio, Gene, 2019. "Measuring household uncertainty in EU countries," Research Discussion Papers 17/2019, Bank of Finland.
    12. Sonan Memon, 2023. "Expectation Shocks and Business Cycles," PIDE-Working Papers 2023:2, Pakistan Institute of Development Economics.
    13. Giulia Piccillo & Poramapa Poonpakdee, 2023. "Ambiguous Business Cycles, Recessions and Uncertainty: A Quantitative Analysis," CESifo Working Paper Series 10646, CESifo.
    14. Wang, Hailong & Hu, Duni, 2022. "Heterogenous beliefs with sentiments and asset pricing," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
    15. Ambrocio, Gene, 2020. "Inflationary household uncertainty shocks," Bank of Finland Research Discussion Papers 5/2020, Bank of Finland.
    16. 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.
    17. Ambrocio, Gene, 2020. "European household and business expectations during COVID-19: Towards a v-shaped recovery in confidence?," BoF Economics Review 6/2020, Bank of Finland.
    18. repec:zbw:bofrdp:2020_005 is not listed on IDEAS
    19. Ambrocio, Gene, 2020. "Inflationary household uncertainty shocks," Research Discussion Papers 5/2020, Bank of Finland.
    20. repec:zbw:bofrdp:2019_017 is not listed on IDEAS
    21. Tao Wang, 2023. "Perceived versus Calibrated Income Risks in Heterogeneous-Agent Consumption Models," Staff Working Papers 23-59, Bank of Canada.
    22. George-Marios Angeletos, 2023. "Comment on "Long Term Expectations and Aggregate Fluctuations" 2," NBER Chapters, in: NBER Macroeconomics Annual 2023, volume 38, National Bureau of Economic Research, Inc.
    23. Francesco Carbonero & Jeremy Davies & Ekkehard Ernst & Sayantan Ghosal & Leaza McSorley, 2021. "Anxiety, Expectations Stabilization and Intertemporal Markets: Theory, Evidence and Policy," Working Papers 2021_12, Business School - Economics, University of Glasgow.

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    More about this item

    Keywords

    Subjective beliefs; pessimism; business cycles; survey data;
    All these keywords.

    JEL classification:

    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E71 - Macroeconomics and Monetary Economics - - Macro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on the Macro Economy

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