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The Stability of the Financial Cycle: Insights from a Markov Switching Regression in South Africa

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  • Khwazi Magubane

    (Economic Sciences, North-West University, Vaal 1900, Gauteng, South Africa)

Abstract

The stability of the financial cycle is paramount for the effective formulation and implementation of macroprudential policy in South Africa. The South African Reserve Bank (SARB) and the Prudential Authority strive to mitigate excessive fluctuations in the financial cycle, recognising that a stable cycle provides more reliable signals for financial sector activity and anchors macroprudential policy decisions. However, the tightening of macroprudential policy by the SARB and the Prudential Authority during the post-2009 recovery period, despite mild signs of recovery from the global financial crisis, raises concerns about the stability of the South African financial cycle. This study aims to construct a financial cycle volatility index to assess its stability and identify the key macroeconomic drivers of financial instability in South Africa. Employing monthly data from 1970 to 2024, the study utilises a dynamic conditional correlation model and a Markov switching regression model to analyse the relationship between macroeconomic variables and financial stability. The findings reveal heightened financial cycle volatility around crisis periods and demonstrate that macroeconomic variables such as exchange rate fluctuations, price level changes, and implementing monetary and macroprudential policies can significantly increase financial instability. These results suggest a need for proactive and aggressive macroprudential policy measures in the years preceding potential crises. Moreover, the study’s findings emphasise the importance of considering macroeconomic conditions when calibrating financial cycle policies.

Suggested Citation

  • Khwazi Magubane, 2025. "The Stability of the Financial Cycle: Insights from a Markov Switching Regression in South Africa," JRFM, MDPI, vol. 18(2), pages 1-30, February.
  • Handle: RePEc:gam:jjrfmx:v:18:y:2025:i:2:p:76-:d:1582545
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    1. Leroy, Aurélien & Lucotte, Yannick, 2019. "Competition and credit procyclicality in European banking," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 237-251.
    2. Hyman P. Minsky, 1977. "The Financial Instability Hypothesis: An Interpretation of Keynes and an Alternative to“Standard” Theory," Challenge, Taylor & Francis Journals, vol. 20(1), pages 20-27, March.
    3. Schüler, Yves S. & Hiebert, Paul P. & Peltonen, Tuomas A., 2020. "Financial cycles: Characterisation and real-time measurement," Journal of International Money and Finance, Elsevier, vol. 100(C).
    4. Goodness C. Aye & Prosper E. Edoja & Sarah Enwa & Rangan Gupta & Emmanuel Eshoforen, 2024. "Role of Inflation and Exchange Rates in Shaping the Country's Food Security Landscape: Nigeria's Food Price Puzzle," Working Papers 202430, University of Pretoria, Department of Economics.
    5. Potjagailo, Galina & Wolters, Maik H., 2023. "Global financial cycles since 1880," Journal of International Money and Finance, Elsevier, vol. 131(C).
    6. David Aikman & Andrew G. Haldane & Benjamin D. Nelson, 2015. "Curbing the Credit Cycle," Economic Journal, Royal Economic Society, vol. 125(585), pages 1072-1109, June.
    7. Agur, Itai & Demertzis, Maria, 2019. "Will macroprudential policy counteract monetary policy’s effects on financial stability?," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 65-75.
    8. Kim, Soyoung & Mehrotra, Aaron, 2022. "Examining macroprudential policy and its macroeconomic effects – Some new evidence," Journal of International Money and Finance, Elsevier, vol. 128(C).
    9. Christian Menden & Christian R. Proaño, 2017. "Dissecting the financial cycle with dynamic factor models," Quantitative Finance, Taylor & Francis Journals, vol. 17(12), pages 1965-1994, December.
    10. Amat Adarov, 2022. "Financial cycles around the world," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3163-3201, July.
    11. David Martinez-Miera & Rafael Repullo, 2019. "Monetary Policy, Macroprudential Policy, and Financial Stability," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 809-832, August.
    12. Leroy, Aurélien & Lucotte, Yannick, 2019. "Competition and credit procyclicality in European banking," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 237-251.
    13. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2018. "Diagnostic Expectations and Credit Cycles," Journal of Finance, American Finance Association, vol. 73(1), pages 199-227, February.
    14. Maake Trecy & Semosa Donald & Ogujiuba Kanayo & Lethabo Maponya, 2024. "An Econometric Analysis of Inflation, Exchange Rate, and Interest Rate on Stock Market Performance in South Africa," International Journal of Economics and Financial Issues, Econjournals, vol. 14(6), pages 357-368, October.
    15. Meuleman, Elien & Vander Vennet, Rudi, 2020. "Macroprudential policy and bank systemic risk," Journal of Financial Stability, Elsevier, vol. 47(C).
    16. Helios Herrera & Guillermo Ordoñez & Christoph Trebesch, 2020. "Political Booms, Financial Crises," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 507-543.
    17. O’Brien, Martin & Velasco, Sofia, 2025. "Macro-financial imbalances and cyclical systemic risk dynamics: understanding the factors driving the financial cycle in the presence of non-linearities," Macroeconomic Dynamics, Cambridge University Press, vol. 29, pages 1-1, January.
    18. Khwazi Magubane, 2024. "Financial cycles synchronisation in South Africa. A dynamic conditional correlation (DCC) Approach," Cogent Economics & Finance, Taylor & Francis Journals, vol. 12(1), pages 2321069-232, December.
    19. Gian Piero Aielli, 2013. "Dynamic Conditional Correlation: On Properties and Estimation," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 282-299, July.
    20. Ali, Amjad, 2022. "Foreign Debt, Financial Stability, Exchange Rate Volatility and Economic Growth in South Asian Countries," MPRA Paper 116328, University Library of Munich, Germany, revised 2022.
    21. Zlatko J. Kovacic & Milos Vilotic, 2017. "Characterising and testing European business cycles asymmetry," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 12(3), pages 453-468, September.
    22. Laeven, Luc & Maddaloni, Angela & Mendicino, Caterina, 2022. "Monetary policy, macroprudential policy and financial stability," Working Paper Series 2647, European Central Bank.
    23. Borio, Claudio & Drehmann, Mathias & Xia, Fan Dora, 2020. "Forecasting recessions: the importance of the financial cycle," Journal of Macroeconomics, Elsevier, vol. 66(C).
    24. Ken Miyajima, 2020. "Exchange rate volatility and pass‐through to inflation in South Africa," African Development Review, African Development Bank, vol. 32(3), pages 404-418, September.
    25. Claudio Borio & Robert Neil McCauley & Patrick McGuire & Vladyslav Sushko, 2016. "Covered interest parity lost: understanding the cross-currency basis," BIS Quarterly Review, Bank for International Settlements, September.
    26. Moyo, Delani & Tursoy, Turgut, 2020. "Impact of Inflation and Exchange Rate on the Financial Performance of Commercial Banks in South Africa," MPRA Paper 101383, University Library of Munich, Germany.
    27. Annari De Waal & Reneé van Eyden, 2016. "The Impact of Economic Shocks in the Rest of the World on South Africa: Evidence from a Global VAR," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(3), pages 557-573, March.
    28. U. Michael Bergman & Michael Hutchison, 2020. "Fiscal procyclicality in emerging markets: The role of institutions and economic conditions," International Finance, Wiley Blackwell, vol. 23(2), pages 196-214, August.
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