Inflation and Market Uncertainty in South Africa

Comparison of the movements in the VIX index, the rand – dollar exchange rate and South African CPI inflation reveals a striking resemblance between them, raising the question as to whether or not there is an empirical relationship among them. The aim of this paper is to determine whether or not changes in market uncertainty, as reflected in the VIX index, influence South African inflation. Given that the VIX index reflects market uncertainty, its impact on the inflation rate may differ between times of heightened uncertainty and normality, thus suggesting the presence of multiple regimes. To cater for this possibility, the analysis first uses the general‐to‐specific procedure (including squared and cubed values of dependent and independent variables) with impulse indicator saturation dummies to look for non‐linear behaviour in the form of statistically significant squared and cubed variables and clustered periods of outlier dummies that might reflect an alternative regime. Finding such periods, the analysis next uses a Markov‐switching model to model this non‐linear behaviour explicitly. The results show that market volatility as measured by the VIX indeed explains South African inflation. Moreover, as shown by the second regime of the Markov‐switching model, when market volatility is elevated, its influence on inflation also increases.     

The Impact of Political Instability on Inflation Volatility in Africa

This paper investigates whether political instability leads to volatile inflation using a panel of 49 African countries. The study uses novel measures of political instability, particularly the state failure index and state fragility index. In the field of political instability and inflation volatility, this is the first study to measure inflation volatility as the conditional variance of inflation estimated from GARCH (1, 1) model. Adopting the system‐generalized method of moments estimator for linear dynamic panel models for the sample period 1985‐2009, the study documents a positive statistically significant effect of political instability on inflation volatility.     

A Sticky Information Phillips Curve for South Africa

Mankiw and Reis propose the Sticky Information Phillips Curve (SIPC) as an alternative to the standard New Keynesian Phillips Curve to address empirical shortcomings in the latter. A SIPC for South Africa is estimated, and we find estimates of information updating probability between 0.69 and 0.81, somewhat higher than suggested by methods using micro‐evidence. Because the estimation requires data on expectations of current period inflation and output gap conditional on sequences of earlier period information sets, we provide a detailed analysis of the impact on our estimates of alternative proxies available in South Africa.     

Measuring Core Inflation in South Africa

Measures of core inflation convey critical information about an economy. They have a direct effect on the policymaking process, particularly in inflation‐targeting countries, and are utilised in forecasting and modelling exercises. In South Africa, the price indices on which inflation is based have been subject to important structural breaks following changes to the underlying basket of goods and the methodology for constructing price indices. This paper seeks to identify a consistent measure of core inflation for South Africa using trimmed means estimates, measures that exclude changes in food and energy prices, dynamic factor models, and wavelet decompositions. After considering the forecasting ability of these measures, which provide an indication of expected second‐round inflationary effects, traditional in‐sample criteria were used for further comparative purposes. The results suggest that wavelet decompositions provide a useful measure of this critical variable.     

An investigation into food-away-from-home consumption in South Africa

Food policy that ignores food-away-from-home (FAFH) in a developing country like South Africa will be misleading given changes in demand for food over time. This study contributes to our understanding of the factors that influence the demand for FAFH in South Africa. Using panel data from the Income and Expenditure Survey, this study analyses the effects of income and socio-demographic variables on FAFH expenditure using a double-hurdle model. The results show that small-sized households headed by younger white females/males and living in an urban settlement are most likely to purchase FAFH while male-headed households spend more than female-headed households. Furthermore, income of the household head is an important determinant of household FAFH expenditures. The income elasticity of expenditure on FAFH is inelastic and a normal good. The small size of the participation elasticities means that growth in the FAFH sector will be driven by households with existing expenditure.     

Bank Lending and Inflation in Malaysia: Assessment from Unrestricted Error-Correction Models

The paper estimates inflation models for Malaysia by considering the influence of bank lending. The unrestricted error-correction model (UECM) proposed in Pesaran et al. (2000) was employed as being appropriate for small sample analysis such as the present study which covered annual data from 1973 to 1997. The results of 'bounds' tests confirmed a long-run equilibrium relationship between inflation and its determinants, namely import price, money supply (M3), bank credit and real income. The estimated UECMs revealed that the important factors in the Malaysian inflation process are import price and real-income variables. It was found that concurrent fiscal policies had a major influence on the impact of the depreciation of the naira on inflation. The UECMs appear to perform well and to provide an appropriate framework for forecasting the Malaysian inflation behaviour.     

Measuring Persistence in Inflation: Evidence For angola

The purpose of this paper is to examine the degree of persistence in five inflation indicators for Angola, and to identify the implications for decision making. Our results suggest that when structural breaks are accounted for, all five inflation indicators are stationary. Second, our findings suggest that persistence is not too high. Moreover, the degree of persistence is similar among the five inflation indicators and throughout the sample period. Finally, our results also show that extracting the most volatile components of the headline inflation indicator does not generate a new inflation indicator that is less volatile and more persistent than the original. These results have important policy implications as the National Bank of Angola is preparing to change its monetary policy focus to a more inflation‐targeting regime.     

Underemployment in South Africa

With the introduction of the Quarterly Labour Force Survey since 2008, a newly derived variable, namely underemployed, has become available. It is derived according to the ‘time-related’ approach (i.e. those who are employed, but would like to work longer hours and are available to work longer hours in the near future). However, underemployment could also be derived according to the ‘inadequate employment situations’ approach (e.g. under-utilisation of skills, over-qualification). Because underemployment is a seriously under-researched topic in South Africa, this article investigates the extent of underemployment according to these two definitions, before examining whether the characteristics of the two groups of underemployed are significantly different.     

Inflation and Inflation Expectations in South Africa: an Attempt at Explanation

This paper examines the relationship between inflation and inflation expectations in South Africa. We use inflation expectations derived from the quarterly surveys conducted by the Bureau of Economic Research from 2001Q1 to 2011Q4 . Using these data, we estimate the model assuming that private sector expectations are a linear function of the inflation target and lagged inflation. The results indicate that economic agents' expectations largely depend on lagged inflation. This suggests that the South African Reserve Bank (SARB) has not been successful in anchoring expectations of the private sector since the adoption of the inflation targeting (IT) regime in 2000. We also find evidence indicating that the SARB's implicit inflation target lies above the upper bound of the official IT band. Finally, it appears that the SARB has been more concerned about output stabilisation than inflation stabilisation.     

INFLATION IN SOUTH AFRICA: A TIME‐SERIES VIEW ACROSS SECTORS USING LONG‐RANGE DEPENDENCE

In this paper I examine the time‐series evolution of the log consumer price index series in South Africa, disaggregating the data by sectors. I examine the time period 1990m1‐2008m12, i.e. focusing on the post‐apartheid period. I used methodologies based on fractional integration using parametric and semiparametric techniques. The results indicate that the (total) inflation rate in South Africa is long memory, with an order of integration in the range (0, 0.5). The same happens with most of the data disaggregated by sectors with values of d above 1 in the log prices. Evidence of I(0) inflation is obtained in some cases for “fruits and nuts”, “vegetables” and “sugar”, and evidence of mean reversion in the log prices is only obtained in the case of “fish and other seafood”.     

An Index‐Based Model for Determining the Investment Benchmark of Renewable Energy Projects in South Africa

In a globalised world, financial markets observe the optimal level of asset allocation and returns based on risk inherent in the economies. Whether public or private investors, they need to have an optimal return on their investment given the finite resources. In relatively new sectors like grid‐connected renewable energy, many investors face difficulty in assessing proper return, making them more averse to financing such projects, affecting transborder project development opportunities. In developing countries like South Africa, which has tremendous potential for renewable energy projects, an arbitrary choice of the required rate of return for project evaluations can negatively affect funding decisions. This paper explores an index‐based model to make fair estimates of the required equity benchmark internal rate of return (IRR) using financial markets observation for renewable energy projects in South Africa. The index‐based model is parsimonious and captures common macroeconomic factors. More specifically, it provides a simple and effective mechanism to calculate IRR for renewable energy projects given different gestation periods.     

Wages,Productivity and Labour's Declining Income Share in Post‐Apartheid South Africa

The Marikana incident in 2012, as well as the protracted strikes by platinum miners, metal and postal workers in 2014 suggest that not all is well in the South African labour market. Even though those in employment are better off than the unemployed poor, macroeconomic data indicate that labour's share in gross value added has declined significantly during the first two decades following the first democratic election in 1994. A falling share of labour in income also means, by definition, that average labour productivity growth outstrips real wages growth. Data for South Africa suggest that productivity has indeed increased faster than wages in South Africa. This article argues that financialisation and more aggressive returns‐oriented investment strategies applied by for instance large investment institutions translated into higher required rates of return on capital, which in turn caused an increased implementation of capital‐augmenting labour‐saving technology that reduces labour's share in income.     

An Alternative Business Cycle Dating Procedure for South Africa

This paper applies a factor‐augmented Markov‐switching model to the South African economy to provide an alternative classification of the business cycle and its turning points. In the principal components step, 123 variables are used to establish the aggregate cyclicality in all sectors of the economy with the number of factors chosen using a modified Bai and Ng method. By exploiting the rich nature of the dataset, we provide a model with well‐defined statistical properties that compares favourably with the South African Reserve Bank (SARB) dating points. Combining the results of the parametric approach followed in the Markov‐switching model and the non‐parametric approach followed by the SARB should allow for a robust turning point analysis. A Markov‐switching model of real gross domestic product is also estimated because this variable is commonly used in the literature and provides a benchmark for the factor models.     

One Kind of Freedom: Poverty Dynamics in Post-apartheid South Africa

A 1993 South African living standards survey documented the legacy of apartheid in the form high levels of inequality and human insecurity. Drawing on a 1998 re-survey of households in the 1993 study, this paper explores whether this legacy has been superseded, or whether apartheid's end has been only one kind of freedom that has left households in a poverty trap from which they cannot escape. After proposing a theoretically grounded dynamic poverty typology that distinguishes stochastic from structural poverty transitions, the paper goes on to estimate that significant numbers of the South African poor are potentially trapped in a structural poverty trap and lack the means to escape poverty over time.     

Macroeconomic Uncertainty in South Africa

This paper develops a new index of economic uncertainty for South Africa for the period 1990–2014. The index is constructed from three sources: (1 ) Disagreement among professional forecasters, (2 ) a count of international and local newspaper articles discussing economic uncertainty in South Africa and (3 ) mentions of uncertainty in the quarterly economic review of the South African Reserve Bank. The index shows high levels of uncertainty around the period of democratic transition in 1992–1994, the large depreciation of the currency in 2001 and the financial crisis of 2008. The uncertainty index is a leading indicator of a recession. An unanticipated increase in the index is associated with a fall in GDP, investment, industrial production and private sector employment. Contrary to evidence for the U.S.A and the U.K., uncertainty shocks are inflationary. These results are robust to controlling for global uncertainty shocks, consumer confidence and financial shocks.     

Social Assistance Amidst the COVID-19 Epidemic in South Africa: A Policy Assessment

In an attempt to minimise the negative economic impacts of COVID-19 on vulnerable households the South African government allocated R50 billion in additional social assistance spending. The cash transfer package included a temporary increase in existing grants and introduced a new “Covid grant.” We assess the chosen package and compare it with an initial proposal to increase the Child Support Grant (CSG). Coverage, cost and welfare effects are calculated to measure the relative impacts in each case. We find that while a significant increase in the CSG delivers resources most progressively, the addition of the COVID-19 grant may potentially reach a much larger group of otherwise uncovered, vulnerable individuals. Critically, this extended coverage comes at a cost to the poorest households, via additional transfers to the upper income deciles. However, we identify several categories of vulnerable household groups which suggests that the workers most negatively affected by the pandemic are not necessarily those in the poorest households. The paper emphasises that social assistance to mitigate the consequences of COVID-19 should not be viewed necessarily as a standard poverty reduction exercise, but rather as an attempt to mitigate COVID-19-related income shocks for the vulnerable who were most negatively affected by the pandemic.     

Estimating a poverty line: An application to free basic municipal services in South Africa

One of the key interventions aimed at improving the welfare of South African households has been local government's provision of a package of free basic municipal services to poor households. It is, however, not completely clear how different municipalities identify households that are eligible for these services. Evidence suggests that many municipalities currently provide services to all households with a monthly income of less than R1500 a month. This ‘free basic services poverty line’ is, however, low in comparison with a number of unofficial poverty lines used by policymakers and researchers in South Africa. This paper considers the impact of increasing the value of the free basic services line, in terms of the additional share and number of households eligible for support and the additional financial cost. We find that urban municipalities would face the steepest increases in their free basic services budgets with any potential increase in the free basic services poverty line.     

The relationship between financial sector development and savings mobilisation in South Africa: An empirical study

This article examines the link between financial sector development and savings mobilisation in South Africa for the period 1980–2012. Taking the life-cycle hypothesis as our theoretical background and using Johansen co-integration that allows for hypothesis testing, the empirical results revealed a long-run relationship between savings, interest rates and financial sector development. We find an inverse relationship between the interest rate and savings, implying that South Africans are net borrowers because the income effect overwhelms the substitution effect. This in part explains the low level of savings in recent time. Important policy lessons for boosting the national savings rate are discussed.