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Inflation and Market Uncertainty in South Africa

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  • Philippe Burger

Abstract

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.

Suggested Citation

  • Philippe Burger, 2014. "Inflation and Market Uncertainty in South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 82(4), pages 583-602, December.
  • Handle: RePEc:bla:sajeco:v:82:y:2014:i:4:p:583-602
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    File URL: http://hdl.handle.net/10.1111/saje.12057
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    as
    1. Naraidoo, Ruthira & Paya, Ivan, 2012. "Forecasting monetary policy rules in South Africa," International Journal of Forecasting, Elsevier, vol. 28(2), pages 446-455.
    2. repec:bla:ecorec:v:69:y:1993:i:206:p:233-38 is not listed on IDEAS
    3. Mr. Srideep D Ganguly & Roberto Benelli, 2007. "Financial Linkages Between the U.S. and Latin America: Evidence from Daily Data," IMF Working Papers 2007/262, International Monetary Fund.
    4. repec:zbw:rwirep:0334 is not listed on IDEAS
    5. repec:bla:intfin:v:5:y:2002:i:3:p:401-36 is not listed on IDEAS
    6. Khemiri, Rim & Ali, Mohamed Sami Ben, 2012. "Exchange rate pass-through and inflation dynamics in Tunisia: A Markov-Switching approach," Economics Discussion Papers 2012-39, Kiel Institute for the World Economy (IfW Kiel).
    7. Jovanovic, Mario, 2012. "Empirical Evidence on the Generalized Taylor Principle," Ruhr Economic Papers 334, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    8. Naraidoo, Ruthira & Raputsoane, Leroi, 2011. "Optimal monetary policy reaction function in a model with target zones and asymmetric preferences for South Africa," Economic Modelling, Elsevier, vol. 28(1-2), pages 251-258, January.
    9. Kasai Ndahiriwe & Ruthira Naraidoo, 2011. "The Opportunistic approach to monetary policy and financial markets," Working Papers 201103, University of Pretoria, Department of Economics.
    10. Assenmacher-Wesche, Katrin, 2006. "Estimating Central Banks' preferences from a time-varying empirical reaction function," European Economic Review, Elsevier, vol. 50(8), pages 1951-1974, November.
    11. Kevin S. Nell, 2000. "Is Low Inflation a Precondition for Faster Growth? The Case of South Africa," Studies in Economics 0011, School of Economics, University of Kent.
    12. Franses,Philip Hans & Dijk,Dick van, 2000. "Non-Linear Time Series Models in Empirical Finance," Cambridge Books, Cambridge University Press, number 9780521770415, October.
    13. John Simon, 1996. "A Markov-switching Model of Inflation in Australia," RBA Research Discussion Papers rdp9611, Reserve Bank of Australia.
    14. Athanasios Orphanides & David W. Wilcox, 2002. "The Opportunistic Approach to Disinflation," International Finance, Wiley Blackwell, vol. 5(1), pages 47-71.
    15. John Cairns & Corrinne Ho & Robert McCauley, 2007. "Exchange rates and global volatility: implications for Asia-Pacific currencies," BIS Quarterly Review, Bank for International Settlements, March.
    16. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    17. Hamilton, James D., 1996. "Specification testing in Markov-switching time-series models," Journal of Econometrics, Elsevier, vol. 70(1), pages 127-157, January.
    18. Vítor, Castro, 2011. "Can central banks' monetary policy be described by a linear (augmented) Taylor rule or by a nonlinear rule?," Journal of Financial Stability, Elsevier, vol. 7(4), pages 228-246, December.
    19. P. Burger & M. Marinkov, 2006. "The South African Phillips Curve: How Applicable Is The Gordon Model?," South African Journal of Economics, Economic Society of South Africa, vol. 74(2), pages 172-189, June.
    20. Maral Kichian, 2001. "On the Nature and the Stability of the Canadian Phillips Curve," Staff Working Papers 01-4, Bank of Canada.
    21. Robert J. Gordon, 1998. "Foundations of the Goldilocks Economy: Supply Shocks and the Time-Varying NAIRU," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(2), pages 297-346.
    22. J.W. Fedderke & E. Schaling, 2005. "Modelling Inflation In South Africa: A Multivariate Cointegration Analysis," South African Journal of Economics, Economic Society of South Africa, vol. 73(1), pages 79-92, March.
    23. D Hodge, 2002. "Inflation Versus Unemployment in South Africa: Is There a Trade‐Off?," South African Journal of Economics, Economic Society of South Africa, vol. 70(3), pages 193-204, March.
    24. Alex Bara & Gift Mugano & Pierre Le Roux, 2017. "Spatial Externality, Openness and Financial Development in SADC: Beyond the Multilateral Monetary Agreement," Working Papers 115, Economic Research Southern Africa.
    25. Massimiliano La Marca, 2012. "Propagation of Speculative Cycles: The Exchange Rate Channel," Journal of Development Studies, Taylor & Francis Journals, vol. 48(6), pages 695-713, June.
    26. Jovanović, Mario, 2012. "Empirical evidence on the generalized Taylor principle," Economics Letters, Elsevier, vol. 117(1), pages 78-80.
    27. Murray, Christian & Nikolsko-Rzhevskyy, Alex & Papell, David, 2008. "Inflation Persistence and the Taylor Principle," MPRA Paper 11353, University Library of Munich, Germany.
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    1. J. Kemp & B. Smit, 2016. "Estimating and Explaining Changes in Potential Growth in South Africa," Studies in Economics and Econometrics, Taylor & Francis Journals, vol. 40(3), pages 21-38, December.
    2. Rangan Gupta & Charl Jooste & Omid Ranjbar, 2015. "The Changing Dynamics of South Africa's Inflation Persistence: Evidence from a Quantile Regression Framework," Working Papers 201563, University of Pretoria, Department of Economics.

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