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Fiscal risk and financial fragility

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  • Silva, Thiago Christiano
  • Guerra, Solange Maria
  • Tabak, Benjamin Miranda

Abstract

We propose a new methodology to evaluate the importance of fiscal risk to financial stability. We first develop a method to estimate the probability of non-compliance of public entities, which takes into account the strict legal framework that is mandatory for governments. While in our model the evolution of public entities' revenues is stochastic and heavily depends on expectations about macroeconomic risk factors, the evolution of their personnel expenses and debt is rather deterministic due to the stickiness of the regulation. We then estimate the resilience of the financial sector to the public sector by simulating bank credit defaults in a multilayer network with interacting agents comprising banks, firms, and the public entities. Using Brazilian data at the state level, we establish a statistical link between states' probability of non-compliance and probability of default, enabling us to estimate the expected impact of the public sector in terms of financial losses on the economy. We find that, while most Brazilian states are struggling to comply with budget legal constraints on personnel expenses, the richest states are more likely to not comply with limits on their consolidated debts. We show that financial contagion is small mostly because banks that are more exposed to the public sector are highly capitalized.

Suggested Citation

  • Silva, Thiago Christiano & Guerra, Solange Maria & Tabak, Benjamin Miranda, 2020. "Fiscal risk and financial fragility," Emerging Markets Review, Elsevier, vol. 45(C).
  • Handle: RePEc:eee:ememar:v:45:y:2020:i:c:s1566014119303395
    DOI: 10.1016/j.ememar.2020.100711
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    1. Poledna, Sebastian & Molina-Borboa, José Luis & Martínez-Jaramillo, Serafín & van der Leij, Marco & Thurner, Stefan, 2015. "The multi-layer network nature of systemic risk and its implications for the costs of financial crises," Journal of Financial Stability, Elsevier, vol. 20(C), pages 70-81.
    2. Martin Hellwig, 2009. "Systemic Risk in the Financial Sector: An Analysis of the Subprime-Mortgage Financial Crisis," De Economist, Springer, vol. 157(2), pages 129-207, June.
    3. Gorton, Gary & Santomero, Anthony M, 1990. "Market Discipline and Bank Subordinated Debt," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 22(1), pages 119-128, February.
    4. Berndsen, Ron J. & León, Carlos & Renneboog, Luc, 2018. "Financial stability in networks of financial institutions and market infrastructures," Journal of Financial Stability, Elsevier, vol. 35(C), pages 120-135.
    5. Souza, Sergio Rubens Stancato de & Silva, Thiago Christiano & Tabak, Benjamin Miranda & Guerra, Solange Maria, 2016. "Evaluating systemic risk using bank default probabilities in financial networks," Journal of Economic Dynamics and Control, Elsevier, vol. 66(C), pages 54-75.
    6. in ’t Veld, Daan & van Lelyveld, Iman, 2014. "Finding the core: Network structure in interbank markets," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 27-40.
    7. Silva, Thiago Christiano & de Souza, Sergio Rubens Stancato & Tabak, Benjamin Miranda, 2016. "Network structure analysis of the Brazilian interbank market," Emerging Markets Review, Elsevier, vol. 26(C), pages 130-152.
    8. Acharya, Viral V. & Skeie, David, 2011. "A model of liquidity hoarding and term premia in inter-bank markets," Journal of Monetary Economics, Elsevier, vol. 58(5), pages 436-447.
    9. Corsi, Fulvio & Lillo, Fabrizio & Pirino, Davide & Trapin, Luca, 2018. "Measuring the propagation of financial distress with Granger-causality tail risk networks," Journal of Financial Stability, Elsevier, vol. 38(C), pages 18-36.
    10. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    11. Flannery, Mark J & Sorescu, Sorin M, 1996. "Evidence of Bank Market Discipline in Subordinated Debenture Yields: 1983-1991," Journal of Finance, American Finance Association, vol. 51(4), pages 1347-1377, September.
    12. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    13. Magkonis, Georgios & Tsopanakis, Andreas, 2016. "The financial and fiscal stress interconnectedness: The case of G5 economies," International Review of Financial Analysis, Elsevier, vol. 46(C), pages 62-69.
    14. Carlos León, 2012. "Implied probabilities of default from Colombian money market spreads: The Merton Model under equity market informational constraints," Borradores de Economia 10075, Banco de la Republica.
    15. Kanno, Masayasu, 2015. "Assessing systemic risk using interbank exposures in the global banking system," Journal of Financial Stability, Elsevier, vol. 20(C), pages 105-130.
    16. Castro, Carlos & Ferrari, Stijn, 2014. "Measuring and testing for the systemically important financial institutions," Journal of Empirical Finance, Elsevier, vol. 25(C), pages 1-14.
    17. Bernanke, Ben S & Blinder, Alan S, 1992. "The Federal Funds Rate and the Channels of Monetary Transmission," American Economic Review, American Economic Association, vol. 82(4), pages 901-921, September.
    18. Guerra, Solange Maria & Silva, Thiago Christiano & Tabak, Benjamin Miranda & de Souza Penaloza, Rodrigo Andrés & de Castro Miranda, Rodrigo César, 2016. "Systemic risk measures," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 442(C), pages 329-342.
    19. Silva, Thiago Christiano & Souza, Sergio Rubens Stancato & Tabak, Benjamin Miranda, 2017. "Monitoring vulnerability and impact diffusion in financial networks," Journal of Economic Dynamics and Control, Elsevier, vol. 76(C), pages 109-135.
    20. Silva, Thiago Christiano & Guerra, Solange Maria & Tabak, Benjamin Miranda & de Castro Miranda, Rodrigo Cesar, 2016. "Financial networks, bank efficiency and risk-taking," Journal of Financial Stability, Elsevier, vol. 25(C), pages 247-257.
    21. Hojman, Daniel A. & Szeidl, Adam, 2008. "Core and periphery in networks," Journal of Economic Theory, Elsevier, vol. 139(1), pages 295-309, March.
    22. Battiston, Stefano & Delli Gatti, Domenico & Gallegati, Mauro & Greenwald, Bruce & Stiglitz, Joseph E., 2012. "Liaisons dangereuses: Increasing connectivity, risk sharing, and systemic risk," Journal of Economic Dynamics and Control, Elsevier, vol. 36(8), pages 1121-1141.
    23. Craig, Ben & von Peter, Goetz, 2014. "Interbank tiering and money center banks," Journal of Financial Intermediation, Elsevier, vol. 23(3), pages 322-347.
    24. Glasserman, Paul & Young, H. Peyton, 2015. "How likely is contagion in financial networks?," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 383-399.
    25. Kartik Anand & Ben Craig & Goetz von Peter, 2015. "Filling in the blanks: network structure and interbank contagion," Quantitative Finance, Taylor & Francis Journals, vol. 15(4), pages 625-636, April.
    26. L. Randall Wray, 2015. "Modern Money Theory," Palgrave Macmillan Books, Palgrave Macmillan, edition 2, number 978-1-137-53992-2.
    27. Zivney, Terry L & Marcus, Richard D, 1989. "The Day the United States Defaulted on Treasury Bills," The Financial Review, Eastern Finance Association, vol. 24(3), pages 475-489, August.
    28. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    29. Arnold, Bruce & Borio, Claudio & Ellis, Luci & Moshirian, Fariborz, 2012. "Systemic risk, macroprudential policy frameworks, monitoring financial systems and the evolution of capital adequacy," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3125-3132.
    30. Larry Eisenberg & Thomas H. Noe, 2001. "Systemic Risk in Financial Systems," Management Science, INFORMS, vol. 47(2), pages 236-249, February.
    31. Paul Glasserman & Peyton Young, 2015. "Contagion in Financial Networks," Economics Series Working Papers 764, University of Oxford, Department of Economics.
    32. Gai, Prasanna & Haldane, Andrew & Kapadia, Sujit, 2011. "Complexity, concentration and contagion," Journal of Monetary Economics, Elsevier, vol. 58(5), pages 453-470.
    33. Marco Bardoscia & Stefano Battiston & Fabio Caccioli & Guido Caldarelli, 2015. "DebtRank: A Microscopic Foundation for Shock Propagation," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-13, June.
    34. Richard Cantor & Frank Packer, 1995. "Sovereign credit ratings," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 1(Jun).
    35. Silva, Thiago Christiano & da Silva, Michel Alexandre & Tabak, Benjamin Miranda, 2017. "Systemic risk in financial systems: A feedback approach," Journal of Economic Behavior & Organization, Elsevier, vol. 144(C), pages 97-120.
    36. Guyot, Alexis & Doumpos, Michael & Zopounidis, Constantin, 2016. "A novel multi-attribute benchmarking approach for assessing the financial performance of local governments: Empirical evidence from FranceAuthor-Name: Galariotis, Emilios," European Journal of Operational Research, Elsevier, vol. 248(1), pages 301-317.
    37. Anand, Kartik & van Lelyveld, Iman & Banai, Ádám & Friedrich, Soeren & Garratt, Rodney & Hałaj, Grzegorz & Fique, Jose & Hansen, Ib & Jaramillo, Serafín Martínez & Lee, Hwayun & Molina-Borboa, José Lu, 2018. "The missing links: A global study on uncovering financial network structures from partial data," Journal of Financial Stability, Elsevier, vol. 35(C), pages 107-119.
    38. Samuel G. Hanson & Anil K. Kashyap & Jeremy C. Stein, 2011. "A Macroprudential Approach to Financial Regulation," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 3-28, Winter.
    39. Silva, Thiago Christiano & Tabak, Benjamin Miranda & Guerra, Solange Maria, 2017. "Why do vulnerability cycles matter in financial networks?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 471(C), pages 592-606.
    40. Fang, Libing & Sun, Boyang & Li, Huijing & Yu, Honghai, 2018. "Systemic risk network of Chinese financial institutions," Emerging Markets Review, Elsevier, vol. 35(C), pages 190-206.
    41. Spelta, A. & Pecora, N. & Rovira Kaltwasser, P., 2019. "Identifying Systemically Important Banks: A temporal approach for macroprudential policies," Journal of Policy Modeling, Elsevier, vol. 41(1), pages 197-218.
    42. Wilmar Cabrera-Rodríguez & Santiago Segovia-Baquero & Juan Sebastián Mariño-Montaña & Eduardo Yanquen, 2019. "Probabilidad de incumplimiento de entidades financieras colombianas: una aproximación estructural," Borradores de Economia 1097, Banco de la Republica de Colombia.
    43. Roukny, Tarik & Battiston, Stefano & Stiglitz, Joseph E., 2018. "Interconnectedness as a source of uncertainty in systemic risk," Journal of Financial Stability, Elsevier, vol. 35(C), pages 93-106.
    44. Benjamin Miranda Tabak & Thiago Christiano Silva & Ahmet Sensoy, 2018. "Financial Networks," Complexity, Hindawi, vol. 2018, pages 1-2, April.
    45. Lux, Thomas, 2015. "Emergence of a core-periphery structure in a simple dynamic model of the interbank market," Journal of Economic Dynamics and Control, Elsevier, vol. 52(C), pages 11-23.
    46. Cohen, Sandra & Doumpos, Michael & Neofytou, Evi & Zopounidis, Constantin, 2012. "Assessing financial distress where bankruptcy is not an option: An alternative approach for local municipalities," European Journal of Operational Research, Elsevier, vol. 218(1), pages 270-279.
    47. Souza, Sergio R.S. & Tabak, Benjamin M. & Silva, Thiago C. & Guerra, Solange M., 2015. "Insolvency and contagion in the Brazilian interbank market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 431(C), pages 140-151.
    48. Emilios C. C Galariotis & Alexis Guyot & Michael Doumpos & Constantin Zopounidis, 2016. "A novel multi-attribute benchmarking approach for assessing the financial performance of local governments: Empirical evidence from France," Post-Print hal-02879848, HAL.
    49. Silva, Thiago Christiano & Alexandre, Michel da Silva & Tabak, Benjamin Miranda, 2018. "Bank lending and systemic risk: A financial-real sector network approach with feedback," Journal of Financial Stability, Elsevier, vol. 38(C), pages 98-118.
    50. Cajueiro, Daniel O. & Tabak, Benjamin M., 2008. "The role of banks in the Brazilian interbank market: Does bank type matter?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(27), pages 6825-6836.
    51. Liu, Fan & Hua, Zhongsheng & Lim, Andrew, 2015. "Identifying future defaulters: A hierarchical Bayesian method," European Journal of Operational Research, Elsevier, vol. 241(1), pages 202-211.
    52. Emilios C. C Galariotis & Alexis Guyot & Michael Doumpos & Constantin Zopounidis, 2016. "A novel multi-attribute benchmarking approach for assessing the financial performance of local governments: Empirical evidence from France," Post-Print hal-01194629, HAL.
    53. Lin, Ming-Ian & Lee, Yuan-Duen & Ho, Tsai-Neng, 2011. "Applying integrated DEA/AHP to evaluate the economic performance of local governments in China," European Journal of Operational Research, Elsevier, vol. 209(2), pages 129-140, March.
    54. Hamed Amini & Andreea Minca, 2016. "Inhomogeneous Financial Networks and Contagious Links," Operations Research, INFORMS, vol. 64(5), pages 1109-1120, October.
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    More about this item

    Keywords

    Fiscal risk; Financial stability; Multilayer networks; Probability of non-compliance; Contagion;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • H81 - Public Economics - - Miscellaneous Issues - - - Governmental Loans; Loan Guarantees; Credits; Grants; Bailouts

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