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Financial forecasts accuracy in Brazil’s social security system

Author

Listed:
  • Carlos Patrick Alves da Silva
  • Claudio Alberto Castelo Branco Puty
  • Marcelino Silva da Silva
  • Solon Venâncio de Carvalho
  • Carlos Renato Lisboa Francês

Abstract

Long-term social security statistical forecasts produced and disseminated by the Brazilian government aim to provide accurate results that would serve as background information for optimal policy decisions. These forecasts are being used as support for the government’s proposed pension reform that plans to radically change the Brazilian Constitution insofar as Social Security is concerned. However, the reliability of official results is uncertain since no systematic evaluation of these forecasts has ever been published by the Brazilian government or anyone else. This paper aims to present a study of the accuracy and methodology of the instruments used by the Brazilian government to carry out long-term actuarial forecasts. We base our research on an empirical and probabilistic analysis of the official models. Our empirical analysis shows that the long-term Social Security forecasts are systematically biased in the short term and have significant errors that render them meaningless in the long run. Moreover, the low level of transparency in the methods impaired the replication of results published by the Brazilian Government and the use of outdated data compromises forecast results. In the theoretical analysis, based on a mathematical modeling approach, we discuss the complexity and limitations of the macroeconomic forecast through the computation of confidence intervals. We demonstrate the problems related to error measurement inherent to any forecasting process. We then extend this exercise to the computation of confidence intervals for Social Security forecasts. This mathematical exercise raises questions about the degree of reliability of the Social Security forecasts.

Suggested Citation

  • Carlos Patrick Alves da Silva & Claudio Alberto Castelo Branco Puty & Marcelino Silva da Silva & Solon Venâncio de Carvalho & Carlos Renato Lisboa Francês, 2017. "Financial forecasts accuracy in Brazil’s social security system," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-20, August.
    • Handle: RePEc:plo:pone00:0184353
    DOI: 10.1371/journal.pone.0184353
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    References listed on IDEAS

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    1. Kashin, Konstantin & King, Gary & Soneji, Samir, 2015. "Explaining Systematic Bias and Nontransparency in U.S. Social Security Administration Forecasts," Political Analysis, Cambridge University Press, vol. 23(3), pages 336-362, July.
    2. Thomas I. Palley, 1998. "The Economics of Social Security: An Old Keynesian Perspective," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 21(1), pages 93-110, September.
    3. Konstantin Kashin & Gary King & Samir Soneji, 2015. "Systematic Bias and Nontransparency in US Social Security Administration Forecasts," Journal of Economic Perspectives, American Economic Association, vol. 29(2), pages 239-258, Spring.
    4. Thomas R. Michl & Duncan K. Foley, 2004. "Social security in a Classical growth model," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 28(1), pages 1-20, January.
    5. Sergio Cesaratto, 2002. "The Economics of Pensions: A non-conventional approach," Review of Political Economy, Taylor & Francis Journals, vol. 14(2), pages 149-177.
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    Cited by:

    1. Filipe Costa Souza & Wilton Bernardino & Silvio C. Patricio, 2024. "How life-table right-censoring affected the Brazilian social security factor: an application of the gamma-Gompertz-Makeham model," Journal of Population Research, Springer, vol. 41(3), pages 1-38, September.

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