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A computable general equilibrium model for banking sector risk assessment in South Africa

Author

Listed:
  • Conrad F. J. Beyers

    (University of Pretoria)

  • Allan Freitas

    (University of Pretoria)

  • Kojo A. Essel-Mensah

    (University of Pretoria)

  • Reyno Seymore

    (Western Australian Department of Treasury)

  • Dimitrios P. Tsomocos

    (University of Oxford)

Abstract

In this article a banking sector Computable general equilibrium (CGE) model for South Africa is developed. The model is used to estimate the potential effect of regulatory policy on the economy and as a risk assessment tool to assess how changes in regulation affect the economy. The model provides a methodology for regulators of the banking sector and policy makers in South Africa to deal with risk assessment and future regulatory planning. The CGE model allows interactions amongst various entities of the economy so that policy makers could detect the risks in the banking sector. The CGE model used in this paper performed well as a risk assessment tool for the South African banking sector. The results of the various shocks from the model are consistent with the results obtained from similar shocks done in the UK. We establish that default penalty has a higher effect on the banks’ profits and the interest rates than capital requirement infringement penalty. Our results also suggest that interest rate targeting has more controlled effects than monetary base targeting since pecuniary externalities are reduced.

Suggested Citation

  • Conrad F. J. Beyers & Allan Freitas & Kojo A. Essel-Mensah & Reyno Seymore & Dimitrios P. Tsomocos, 2020. "A computable general equilibrium model for banking sector risk assessment in South Africa," Annals of Finance, Springer, vol. 16(2), pages 195-218, June.
  • Handle: RePEc:kap:annfin:v:16:y:2020:i:2:d:10.1007_s10436-020-00362-4
    DOI: 10.1007/s10436-020-00362-4
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    References listed on IDEAS

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    1. Fabio Rumler, 1999. "Computable General Equilibrium Modeling, Numerical Simulations in a 2-Country Monetary General Equilibrium Model," Department of Economics Working Papers wuwp065, Vienna University of Economics and Business, Department of Economics.
    2. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    3. Benjamin Tabak & Daniel Cajueiro & Dimas Fazio, 2013. "Financial fragility in a general equilibrium model: the Brazilian case," Annals of Finance, Springer, vol. 9(3), pages 519-541, August.
    4. Eva Catarineu-Rabell & Patricia Jackson & Dimitrios Tsomocos, 2005. "Procyclicality and the new Basel Accord - banks’ choice of loan rating system," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 26(3), pages 537-557, October.
    5. Charles A.E. Goodhart & Pojanart Sunirand & Dimitrios P. Tsomocos, 2005. "A risk assessment model for banks," Annals of Finance, Springer, vol. 1(2), pages 197-224, September.
    6. Freixas, Xavier & Parigi, Bruno M & Rochet, Jean-Charles, 2000. "Systemic Risk, Interbank Relations, and Liquidity Provision by the Central Bank," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(3), pages 611-638, August.
    7. Hellwig, Martin, 1994. "Liquidity provision, banking, and the allocation of interest rate risk," European Economic Review, Elsevier, vol. 38(7), pages 1363-1389, August.
    8. Altig, David E & Carlstrom, Charles T & Lansing, Kevin J, 1995. "Computable General Equilibrium Models and Monetary Policy Advice," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(4), pages 1472-1493, November.
    9. Franklin Allen & Masahiko Aoki & Jean-Paul Fitoussi & Nobuhiro Kiyotaki & Roger Gordon & Joseph E. S (ed.), 2012. "The Global Macro Economy and Finance," International Economic Association Series, Palgrave Macmillan, number 978-1-137-03425-0, December.
    10. Mark Carey & René M. Stulz, 2007. "The Risks of Financial Institutions," NBER Books, National Bureau of Economic Research, Inc, number care06-1, March.
    11. Rob Davies & James Thurlow, 2010. "Formal–Informal Economy Linkages And Unemployment In South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 78(4), pages 437-459, December.
    12. Nadine M Walters & Conrad Beyers & Gusti van Zyl & Rolf van den Heever, 2018. "A framework for simulating systemic risk and its application to the South African banking sector," Papers 1811.04223, arXiv.org.
    13. Burfisher,Mary E., 2011. "Introduction to Computable General Equilibrium Models," Cambridge Books, Cambridge University Press, number 9780521766968, December.
    14. Dimitrios P. Tsomocos & Lea Zicchino, 2012. "On Modelling Endogenous Default," Chapters, in: The Challenge of Financial Stability, chapter 6, pages 134-152, Edward Elgar Publishing.
    15. Emmanuel Owusu-Sekyere, 2016. "The impact of monetary policy on household consumption in South Africa. Evidence from Vector Autoregressive Techniques," Working Papers 598, Economic Research Southern Africa.
    16. Goodhart, C.A.E. & Sunirand, P. & Tsomocos, D.P., 2011. "The optimal monetary instrument for prudential purposes," Journal of Financial Stability, Elsevier, vol. 7(2), pages 70-77, June.
    17. Carey, Mark & Stulz, René M. (ed.), 2007. "The Risks of Financial Institutions," National Bureau of Economic Research Books, University of Chicago Press, number 9780226092850, December.
    18. Franklin Allen & Douglas Gale, 2007. "Systemic Risk and Regulation," NBER Chapters, in: The Risks of Financial Institutions, pages 341-368, National Bureau of Economic Research, Inc.
    19. Agustín Saade & Daniel Osorio & Dairo Estrada, 2007. "An equilibrium approach to financial stability analysis: the Colombian case," Annals of Finance, Springer, vol. 3(1), pages 75-105, January.
    20. Martin Hellwig, 1995. "Systemic Aspects of Risk Management in Banking and Finance," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 131(IV), pages 723-737, December.
    21. Burfisher,Mary E., 2011. "Introduction to Computable General Equilibrium Models," Cambridge Books, Cambridge University Press, number 9780521139779, December.
    22. Jalilian, Hossein & Kirkpatrick, Colin & Parker, David, 2007. "The Impact of Regulation on Economic Growth in Developing Countries: A Cross-Country Analysis," World Development, Elsevier, vol. 35(1), pages 87-103, January.
    23. Franklin Allen & Elena Carletti, 2012. "Systemic Risk and Macroprudential Regulation," International Economic Association Series, in: Franklin Allen & Masahiko Aoki & Jean-Paul Fitoussi & Nobuhiro Kiyotaki & Roger Gordon & Joseph E. S (ed.), The Global Macro Economy and Finance, chapter 10, pages 191-210, Palgrave Macmillan.
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    Cited by:

    1. Frederik J.C. Beyers & Allan De Freitas & Kojo A. Essel‐Mensah & Reyno Seymore & Dimitrios P. Tsomocos, 2022. "A computable general equilibrium model as a banking sector regulatory tool in South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 90(1), pages 93-120, March.

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    More about this item

    Keywords

    Computable general equilibrium; Banking regulation; Systemic risk;
    All these keywords.

    JEL classification:

    • D52 - Microeconomics - - General Equilibrium and Disequilibrium - - - Incomplete Markets
    • D58 - Microeconomics - - General Equilibrium and Disequilibrium - - - Computable and Other Applied General Equilibrium Models
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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