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Measuring Brazilian Economic Uncertainty

Author

Listed:
  • Pedro Costa Ferreira

    (Getulio Vargas Foundation – FGV)

  • Raíra Marotta B. Vieira

    (Getulio Vargas Foundation – FGV)

  • Felipi Bruno Silva

    (Graduate School of Economics – EPGE - FGV/RJ)

  • Ingrid C. L. Oliveira

    (Brazilian Institute of Geography and Statistics – IBGE)

Abstract

We propose a measure of economic uncertainty, the Brazilian Economic Uncertainty Indicator, based on the news as well as business forecasts. The index expands the variety of newspapers handled by Baker et al. (Q J Econ 131(4):1593–1636, 2016) for Brazil. Our indicator captures Brazilian recent events such as the corruption scandals, the fiscal and economic crisis, the 2016 impeachment, the 2008 financial crisis and the 2002 presidential elections as moments of high uncertainty. An econometric study using a Bayesian Vector Autoregressive approach was carried out and revealed that uncertainty shocks cause an economic downturn in subsequent periods, as emphasized in the relevant literature.

Suggested Citation

  • Pedro Costa Ferreira & Raíra Marotta B. Vieira & Felipi Bruno Silva & Ingrid C. L. Oliveira, 2019. "Measuring Brazilian Economic Uncertainty," Journal of Business Cycle Research, Springer;Centre for International Research on Economic Tendency Surveys (CIRET), vol. 15(1), pages 25-40, April.
  • Handle: RePEc:spr:jbuscr:v:15:y:2019:i:1:d:10.1007_s41549-018-00034-3
    DOI: 10.1007/s41549-018-00034-3
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    References listed on IDEAS

    as
    1. N. Bloom, 2016. "Fluctuations in uncertainty," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 4.
    2. Luigi Guiso & Giuseppe Parigi, 1999. "Investment and Demand Uncertainty," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 185-227.
    3. Karlsson, Sune, 2013. "Forecasting with Bayesian Vector Autoregression," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 791-897, Elsevier.
    4. R?diger Bachmann & Steffen Elstner & Eric R. Sims, 2013. "Uncertainty and Economic Activity: Evidence from Business Survey Data," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 217-249, April.
    5. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    6. Leahy, John V & Whited, Toni M, 1996. "The Effect of Uncertainty on Investment: Some Stylized Facts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(1), pages 64-83, February.
    7. Susanto Basu & Brent Bundick, 2017. "Uncertainty Shocks in a Model of Effective Demand," Econometrica, Econometric Society, vol. 85, pages 937-958, May.
    8. Morikawa, Masayuki, 2016. "Business uncertainty and investment: Evidence from Japanese companies," Journal of Macroeconomics, Elsevier, vol. 49(C), pages 224-236.
    9. Haddow, Abigail & Hare, Chris & Hooley, John & Shakir, Tamarah, 2013. "Macroeconomic uncertainty: what is it, how can we measure it and why does it matter?," Bank of England Quarterly Bulletin, Bank of England, vol. 53(2), pages 100-109.
    10. Hayne E. Leland, 1968. "Saving and Uncertainty: The Precautionary Demand for Saving," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 82(3), pages 465-473.
    11. repec:zbw:bofrdp:2017_008 is not listed on IDEAS
    12. Andrew B. Abel & Janice C. Eberly, 1996. "Optimal Investment with Costly Reversibility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(4), pages 581-593.
    13. Miklós Koren & Silvana Tenreyro, 2007. "Volatility and Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 243-287.
    14. Christina D. Romer, 1990. "The Great Crash and the Onset of the Great Depression," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(3), pages 597-624.
    15. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    16. Dieppe, Alistair & van Roye, Björn & Legrand, Romain, 2016. "The BEAR toolbox," Working Paper Series 1934, European Central Bank.
    17. Kyle Jurado & Sydney C. Ludvigson & Serena Ng, 2015. "Measuring Uncertainty," American Economic Review, American Economic Association, vol. 105(3), pages 1177-1216, March.
    18. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 85-106.
    19. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    20. Giovanni Caggiano & Efrem Castelnuovo & Gabriela Nodari, 2014. "Uncertainty and Monetary Policy in Good and Bad Times," "Marco Fanno" Working Papers 0188, Dipartimento di Scienze Economiche "Marco Fanno".
    21. Sheila C. Dow, 2004. "Uncertainty and monetary policy," Oxford Economic Papers, Oxford University Press, vol. 56(3), pages 539-561, July.
    22. Jon Cohen & Michelle Alexopoulos, 2009. "Uncertain Times, Uncertain Measures," 2009 Meeting Papers 1211, Society for Economic Dynamics.
    23. Aastveit, Knut Are & Natvik, Gisle James & Sola, Sergio, 2017. "Economic uncertainty and the influence of monetary policy," Journal of International Money and Finance, Elsevier, vol. 76(C), pages 50-67.
    24. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    25. Lawrence J. Christiano & Roberto Motto & Massimo Rostagno, 2014. "Risk Shocks," American Economic Review, American Economic Association, vol. 104(1), pages 27-65, January.
    26. Joseph Vavra, 2011. "Inflation Dynamics and Time-Varying Uncertainty: New Evidence and an Ss Interpretation," 2011 Meeting Papers 126, Society for Economic Dynamics.
    27. Skinner, Jonathan, 1988. "Risky income, life cycle consumption, and precautionary savings," Journal of Monetary Economics, Elsevier, vol. 22(2), pages 237-255, September.
    28. Joseph Vavra, 2014. "Inflation Dynamics and Time-Varying Volatility: New Evidence and an Ss Interpretation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 215-258.
    29. Chris Woolston, 2014. "Rice," Nature, Nature, vol. 514(7524), pages 49-49, October.
    30. repec:oup:qjecon:v:129:y:2013:i:1:p:215-258 is not listed on IDEAS
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    Cited by:

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    3. Gabriel Caldas Montes & Igor Mendes Marcelino, 2023. "Uncertainties and disagreements in expectations of professional forecasters: Evidence from an inflation targeting developing country," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(4), pages 937-956, July.
    4. Caixe, Daniel Ferreira, 2022. "Corporate governance and investment sensitivity to policy uncertainty in Brazil," Emerging Markets Review, Elsevier, vol. 51(PB).
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    6. Schwarz, Lucas Allan Diniz & Dalmácio, Flávia Zóboli, 2021. "The relationship between economic policy uncertainty and corporate leverage: Evidence from Brazil," Finance Research Letters, Elsevier, vol. 40(C).

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    More about this item

    Keywords

    Uncertainty; Economy; Web-scraping;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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