Abertura financeira e a incidência da crise financeira global de 2008-2009: uma abordagem Bayesiana

Autores

DOI:

https://doi.org/10.1590/1980-53575312moad

Palavras-chave:

Abertura financeira, Fluxos de capitais, Crise financeira global

Resumo

O objetivo deste trabalho é realizar uma investigação econométrica sobre o papel da abertura financeira na incidência da crise financeira global de 2008-2009. A análise empírica será realizada para uma amostra de 72 países com dados que abrangem o período 1990-2009. A metodologia econométrica utilizada é o bayesian model averaging (BMA). O trabalho
contribui para a literatura em duas dimensões: i) utiliza-se o bayesian model averaging para lidar com o problema de incerteza com relação ao conjunto de variáveis explanatórias em modelos de incidência da crise financeira global de 2008-2009; ii) ademais, utiliza-se um amplo conjunto de índices de abertura financeira (de jure e de facto) e um amplo conjunto
de medidas de incidência da crise financeira global de 2008-2009. Os resultados sugerem: i) não há evidências de que o nível de abertura financeira dos países no período anterior à crise é um determinante robusto da incidência da crise financeira global de 2008-2009; ii) há evidências de que a crise financeira global de 2008-2009 incidiu de forma mais severa em países com maior PIB per capita, maior participação da produção de manufaturas no PIB, maior crescimento do crédito e maior taxa de inflação, no período anterior à crise.

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Biografia do Autor

  • Marcos Santos de Oliveira Júnior, Universidade Federal de Uberlândia

    Mestre em Economia

  • Aderbal Oliveira Damasceno, Universidade Federal de Uberlândia

    Professor Associado

Referências

Amini, S. e Christopher F. Parmeter. 2011. “Bayesian model averaging in R”. Journal of Economic and Social Measurement 36: 253-287.

Babecky, J., Tomas Havranek, Jakub Mateju, Marek Rusnak, Katerina Smidkova e Borek Vasicek. 2013. “Leading indicators of crisis incidence: evidence from developed countries”. Journal of International Money and Finance 35 (4): 1-19.

Berglof, E., Yevgeniya Korniyenko, Alexander Plekhanov e Jeromin Zettelmeyer. 2010. “Understanding the crisis in Emerging Europe”. Public Policy Review 6 (6): 985-1008.

Berkmen, S. P., Gaston Gelos, Robert Rennhack e James P. Walsh. 2012. “The global financial crisis: Explaining cross-country differences in the output impact”. Journal of International Money and Finance 31 (1): 42-59.

Bernanke, B. 2010. Statement by Ben Bernanke Chairman Board of Governors of the Federal Reserve System before the FCIC Washington. 2 de setembro.

Blanchard, O. J., Mitali Das e Hamid Faruqee. 2010. “The Initial Impact of the Crisis on Emerging Market Countries”. Brookings Papers on Economic Activity 41: 263-323.

Chinn, M. D. e Hiro Ito. 2008. “A New Measure of Financial Openness”. Journal of Comparative Policy Analysis 10 (3): 309-322. Versão atualizada do banco de dados.

Chipman, H. 1996. “Bayesian Variable Selection with Related Predictors”. Canadian Journal of Statistics 24: 17-36.

Claessens, S., Giovanni Dell’Ariccia, Deniz Igan e Luc Laeven. 2010a. “Cross-country experiences and policy implications from the global financial crisis”. Economic Policy 25 (62): 267–293.

Claessens, S., Giovanni Dell’Ariccia, Deniz Igan e Luc Laeven. 2010b. “Lessons and Policy Implications from the Global Financial Crisis”. IMF Working Papers, nº 2010/044. International Monetary Fund. 1º de fevereiro.

Cuaresma, J. C., Gernot Doppelhofer e Martin Feldkircher. 2014. “The Determinants of Economic Growth in European Regions”. Regional Studies 48 (1): 44-67.

Didier, T., Constantino Hevia e Sergio L. Schmukler. 2012. “How resilient and countercyclical were emerging economies during the global financial crisis?”. Journal of International Money and Finance 31 (8): 2052-2077.

Eichengreen, B. J., Michael Mussa, Giovanni Dell’Ariccia, Enrica Detragiache, Gian Maria Milesi-Ferretti e Andrew Tweedie. 1998. “Capital Account Liberalization: Theoretical and Practical Aspects”. IMF Occasional Papers, nº 1998/016. International Monetary Fund. 30 de setembro.

Eichengreen, B. J. 2007. “The Cautious Case for Capital Flows”. University of California, Berkeley. Julho.

Eicher, T. S., Chris Papageorgiou e Adrian E. Raftery. 2011. “Default priors and predictive performance in Bayesian model averaging, with application to growth determinants”. Journal of Applied Economics 26 (1): 30-55.

Feldkircher, M., Roman Horvath e Marek Rusnak. 2014. “Exchange market pressures during the financial crisis: A Bayesian model averaging evidence”. Journal of International Money and Finance 40: 21-41.

Feldkircher, M. e Stefan Zeugner. 2009. “Benchmark Priors Revisited: on Adaptive Shrinkage and the Supermodel Effect in Bayesian Model Averaging”. IMF Working Papers, nº 2009/202. International Monetary Fund. 1º de setembro.

Feldkircher, M. e Stefan Zeugner. 2012. “The impact of data revisions on the robustness of growth determinants – a note on determinants of economic growth: will data tell?’”. Journal of Applied Economics 27 (4): 686-694.

Fernández, A., Michael W. Klein, Alessandro Rebucci, Martin Schindler e Martín Uribe. 2016. “Capital Control Measures: A New Dataset”. IMF Economic Review 64 (3): 548-574.

Fernández, C., Eduardo Ley e Mark F. J. Steel. 2001. “Benchmark Priors for Bayesian Model Averaging”. Journal of Econometrics 100 (2): 381-427.

Frankel, J. e George Saravelos. 2012. “Can Leading Indicators Assess Country Vulnerability? Evidence from the 2008-09 Global Financial Crisis”. Journal of International Economics 87 (2): 216-231.

Gertler, M. e Simon Gilchrist. 2018. “What happened: Financial factors in the Great Recession”. Journal of Economic Perspectives 32 (3): 3-30.

Giannone, D., Michele Lenza e Lucrezia Reichlin. 2011. “Market Freedom and the Global Recession”. IMF Economic Review 59 (1): 111-135.

Gwartney, J., Joshua Hall, Robert Lawson e Ryan Murphy. 2018. “Economic Freedom of the World: 2018 Annual Report”. Fraser Institute.

Ho, T. K. 2015. “Looking for a Needle in a Haystack: Revisiting the Cross-country Causes of the 2008-9 Crisis by Bayesian Model Averaging”. Economia 82: 813-840.

Ilzetzki, E., Carmen M. Reinhart e Kenneth S. Rogoff. 2017. “Exchange Rate Arrangements Entering the 21st Century: Which Anchor Will Hold?”. NBER Working Papers, nº 23134. National Bureau of Economic Research Fevereiro.

International Monetary Fund. 2018a. “The Annual Report on Exchange Arrangements and Exchange Restrictions (AREAER)”. IMF: Washington.

International Monetary Fund. 2018b. “World Economic Outlook”. IMF: Washington.

International Monetary Fund. 2022. “World Economic Outlook”. IMF: Washington.

Jahan, S. e Daili Wang. 2016. “Capital account openness in low-income developing countries: Evidence from a new database”. IMF Working Paper, nº 2016/252. International Monetary Fund. 23 de dezembro.

Knyazeva, A., Diana Knyazeva e Joseph E. Stiglitz. 2012. “Crises and Contagion: A Survey”. Em What if Ireland Defaults, editado por Brian Lucey, Charles Larkin e Constantin Gurdgiev, 17-49. Dublin: Orpen Press.

Koop, G. 2003. Bayesian Econometrics. Chichester: Wiley-Interscience.

Kose, M. A., Eswar Prasad, Kenneth Rogoff e Shang-Jin Wei. 2009. “Financial Globalization: A Reappraisal”. IMF Staff Papers 56 (1): 8-62.

Lane, P. R. 2013. “Financial Globalization and the Crisis”. Open Economies Review 24 (3): 555-580.

Lane, P. R. e Gian Maria Milesi-Ferretti. 2007. “The External Wealth of Nations Mark II: Revised and Extended Estimates of Foreign Assets and Liabilities, 1970-2004”. Journal of International Economics 73 (2): 263-294. Versão atualizada do banco de dados.

Lane, P. R. e Gian Maria Milesi-Ferretti. 2011. “The Cross-Country Incidence of the Global Crisis”. IMF Economic Review 59 (1): 77-110.

Liang, F., Rui Paulo, German Molina, Merlise A. Clyde e Jim O. Berger. 2008. “Mixtures of g-Priors for Bayesian Variable Selection”. Journal of the American Statistical Association 103: 410-423.

Madigan, D. e Jeremy York. 1995. “Bayesian graphical models for discrete data”. International Statistical Review 63 (2): 215-232.

Moral-Benito, E. 2015. “Model Averaging in Economics: An Overview”. Journal of Economic Surveys 29 (1): 46-75.

Moral-Benito, E. 2012. “Determinants of economic growth: a Bayesian panel data approach”. Review of Economics and Statistics 94 (2): 566-79.

Ostry, J. D., Atish R. Ghosh, Karl F. Habermeier, Marcos Chamon, Mahvash S. Qureshi e Dennis B. S. Reinhardt. 2010. “Capital Inflows: The Role of Controls”. IMF Staff Position Note, nº 2010/004. International Monetary Fund. 19 de fevereiro.

Rajan, G. R. 2009. “The Credit Crisis and Cycle-Proof. Regulation”. Federal Reserve Bank of St. Louis Review 91 (5): 397-402.

Rodrik, D. 2017. “The trouble with globalization”. Milken Institute Review. Acessado em 31 de dezembro de 2018. https://www.milkenreview.org/articles/the-trouble-with-globalization.

Rodrik, D. 2018. “Populism and the economics of globalization”. Journal of International Business Policy 1 (1): 12-33.

Rose, A. K. e Mark M. Spiegel. 2012. “Cross-Country Causes and Consequences of the 2008 Crisis: Early Warning”. Japan and the World Economy 24 (1): 1-16.

Rose, A. K. e Mark M. Spiegel. 2011. “Cross-country Causes and Consequences of the Crisis: An Update”. European Economic Review 55 (3): 309-324.

Schindler, M. 2009. “Measuring Financial Integration: A New Data Set”. IMF Staff Papers 56 (1): 222–238.

Stiglitz, J. E. 2010. “Contagion, Liberalization, and the Optimal Structure of Globalization”. Journal of Globalization and Development 1 (2): 1-45.

Stiglitz, J. E. 2004. “Capital-Market Liberalization, Globalization, and the IMF”. Oxford Review of Economic Policy 20 (1): 57-71.

Stiglitz, J. E. 2000. “Capital Market Liberalization, Economic Growth, and Instability”. World Development 28 (6): 1075-1086.

Thakor, A. V. 2015. “The Financial Crisis of 2007-09: Why Did It Happen and What Did We Learn?”. Review of Corporate Finance Studies 4 (2): 155-205.

World Bank. 2018. “World Development Indicators”. WB: Washington.

World Bank. 2017. “Financial Structure Database”. WB: Washington.

World Bank. 2019. “Financial Structure Database”. WB: Washington.

Zellner, A. 1986. “On Assessing Prior Distributions and Bayesian Regression Analysis with g-Prior Distributions”. Em Bayesian Inference and Decision Techniques: Essays in Honor of Bruno de Finetti, editado por Prem K. Goel e Arnold Zellner, 233-243. Amsterdam: NorthHolland/Elsevier.

Zeugner, S. e Martin Feldkircher. 2015. “Bayesian Model Averaging Employing Fixed and Flexible Priors: The BMS Package for R”. Journal of Statistical Software 68 (4): 1-37.

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Publicado

30-03-2023

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Artigo

Como Citar

Oliveira Júnior, M. S. de ., & Damasceno, A. O. (2023). Abertura financeira e a incidência da crise financeira global de 2008-2009: uma abordagem Bayesiana. Estudos Econômicos (São Paulo), 53(1), 41-94. https://doi.org/10.1590/1980-53575312moad