A Financial Conditions Index for South Africa


Book Description

The main purpose of this paper is to construct a financial conditions index (FCI) for South Africa. The analysis extracts the index by applying two alternative approaches (principal component analysis and Kalman filter), which identify an unobservable common factor from a group of external and domestic financial indicators. The alternative estimated FCIs, which share a similar trajectory over time, seem to have a powerful predictive information for the near-term GDP growth (up to four quarters), and they outperform the South African Reserve Bank’s (SARB) leading indicator as well as individual financial variables. Their recent dynamics suggest that following a strong recovery in late-2009 and 2010, reflecting in part domestic factors such as systematic reductions in the policy rate, the rebound in real economic activity, and a benign inflationary environment, the financial conditions have deteriorated in recent months, though not as sharply as in end-2008. Given their relatively high predictive power regarding GDP growth, a further deterioration may imply that economic activity is likely to slow in the period ahead.







South Africa


Book Description

This Selected Issues paper estimates the potential growth rate for South Africa using different methodologies. In line with existing studies and findings for other emerging markets, the paper finds that South Africa’s potential growth rate has declined in the post global financial crisis period. Though there is substantial uncertainty, South Africa’s potential growth is estimated to have fallen from an average of 3.5 to 4 percent during 2000–08 to 2.25 to 2.50 percent in 2010–14, implying that the output gap in 2014 would be between –0.5 and –1.3 percent of GDP.




A Financial Conditions Index for Poland


Book Description

This paper constructs a financial conditions index for Poland to explore the link between financial conditions and real economic activity. The index in constructed by applying two complementary approaches—factor analysis and vector auto-regression approach. We evaluate the index’s forecasting performance against a composite leading indicator developed by the OECD. We found that the FCI is highly correlated with GDP growth, attesting to the importance of financial sector in Poland’s economy. In-sample and out-of-sample forecasting exercises indicate that the FCI can outperform the CLI in predicting near-term GDP growth.




A Financial Conditions Index for Greece


Book Description

We construct a Financial Conditions Index (FCI) for Greece as a surveillance tool to quantify the degree of the stress in the financial sector. We use principal component analysis to capture the information content of several financial indicators through a single index. We also construct an alternative FCI by purging the business cycle and monetary policy effects on the input variables, and argue that this alternative index is a better indicator of exogenous financial shocks, and thus could be interpreted as a measure of the efficacy of transmission mechanism. We replicate the index for the euro area (EA) as a whole and show that although the developments in the EA were qualitatively in line with those in Greece, they were quantitatively much milder. Our results confirm that monetary transmission was less effective in Greece compared to the EA as a whole. Finally, we argue that our index can be a potentially useful forecasting tool for credit growth.




Bank Credit Extension and Real Economic Activity in South Africa


Book Description

This book presents empirical evidence that supports and facilitates a practical, integrated approach to how bank regulatory and selected macro-prudential tools interact with monetary policy to achieve price and financial stability. The empirical results contained in various chapters accompany in-depth historical analysis and counterfactual scenarios that enable proper policy evaluation and the interaction of bank regulatory, macro-prudential and monetary policy tools in South Africa. The presented evidence also identifies financial asset boom and bust episodes and the associated costly output losses. In addition, the authors explore the amplification of credit dynamics by commodity prices and sector credit re-allocation due to capital inflows shocks. The book’s empirical analysis uses a wide range of statistical and econometric approaches on granular data and economic variables to derive policy implications and recommendations. This in-depth quantitative analysis includes determining inverse transmission of global liquidity, as well as the effects of capital flows, lending-rate margins, financial regulatory uncertainty, the National Credit Act, bank capital-adequacy ratios, bank loan loss provisions, loan-to-value ratios and repayment-to-income ratios on the macro-economy.




Africa Index


Book Description




Mauritius


Book Description

This Selected Issues paper develops a Financial Conditions Index (FCI) for Mauritius—an instrument to gauge the operational state of the financial sector and predict real economy activity. The evolution of Mauritius’ financial services sector has been supported by a vibrant offshore corporate sector. Given the strong macro-financial linkages, it is imperative to closely monitor domestic financial developments. Financial developments are broader than monetary developments depicting money supply and interest rates. The FCI is a robust predictor of real GDP growth in Mauritius. The FCI can also help inform macroprudential policy decisions. Decisions on setting the countercyclical capital buffer of Basel III could be informed by analyzing developments in the FCI. As historically Mauritius has not experienced drastic swings in financial credit, testing the constructed FCIs for predicting boom-bust episodes is difficult. Nevertheless, the FCI signaled lax financial conditions in 2009 and again in 2012 that likely contributed to accelerated credit growth in 2012–2013 and a subsequent acceleration in nonperforming loans during 2014–2016.




The Riskiness of Credit Allocation and Financial Stability


Book Description

We explore empirically how the time-varying allocation of credit across firms with heterogeneous credit quality matters for financial stability outcomes. Using firm-level data for 55 countries over 1991-2016, we show that the riskiness of credit allocation, captured by Greenwood and Hanson (2013)’s ISS indicator, helps predict downside risks to GDP growth and systemic banking crises, two to three years ahead. Our analysis indicates that the riskiness of credit allocation is both a measure of corporate vulnerability and of investor sentiment. Economic forecasters wrongly predict a positive association between the riskiness of credit allocation and future growth, suggesting a flawed expectations process.




Global Financial Stability Report, October 2019


Book Description

The October 2019 Global Financial Stability Report (GFSR) identifies the current key vulnerabilities in the global financial system as the rise in corporate debt burdens, increasing holdings of riskier and more illiquid assets by institutional investors, and growing reliance on external borrowing by emerging and frontier market economies. The report proposes that policymakers mitigate these risks through stricter supervisory and macroprudential oversight of firms, strengthened oversight and disclosure for institutional investors, and the implementation of prudent sovereign debt management practices and frameworks for emerging and frontier market economies.