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

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.

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Publication Details

Journal
Journal of risk and financial management
Published
2025-02-03
DOI
https://doi.org/10.3390/jrfm18020076
Citations
4
Primary Topic
Banking stability, regulation, efficiency
Type
article
Field-Weighted Citation Impact
8.83
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article

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

Khwazi Magubane
4 citations
Journal of risk and financial management
Banking stability, regulation, efficiency
8.83
article

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

Khwazi Magubane
article en
4 citations

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.

Journal of risk and financial managementVol. 18(2)
North-West University (ZA)
Openalex Percentile: Top 3%
Banking stability, regulation, efficiency
8.83
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The Stability of the Financial Cycle: Insights from a Markov Switching Regression in South Africa — Khwazi Magubane · Journal of risk and financial management (2025) | TGRS Research Map | TGRS