The Effect of Oil Price Uncertainty on Food Price in South Africa
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The Effect of Oil Price Uncertainty on Food Price in South Africa

Authors: Goodness C. Aye

Abstract:

This paper examines the effect of the volatility of oil prices on food price in South Africa using monthly data covering the period 2002:01 to 2014:09. Food price is measured by the South African consumer price index for food while oil price is proxied by the Brent crude oil. The study employs the GARCH-in-mean VAR model, which allows the investigation of the effect of a negative and positive shock in oil price volatility on food price. The model also allows the oil price uncertainty to be measured as the conditional standard deviation of a one-step-ahead forecast error of the change in oil price. The results show that oil price uncertainty has a positive and significant effect on food price in South Africa. The responses of food price to a positive and negative oil price shocks is asymmetric.

Keywords: Oil price volatility, Food price, Bivariate GARCH-in- mean VAR, Asymmetric.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1100434

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References:


[1] G. Tadesse, B. Algieri, M. Kalkuhl, and J. von Braun, “Drivers and triggers of international food price spikes and volatility,” Food Policy, vol. 47, pp. 117–128, 2014.
[2] Statistics South Africa, “Consumer price index”. Statistical release P0141, January 2014. http://beta2.statssa.gov.za/publications/P0141/ P0141January2014.pdf.
[3] OECD, “Rising food prices causes and consequences”, 2008, http://www.oecd.org/trade/agricultural-trade/40847088.pdf.
[4] C.L. Gilbert, “How to understand high food prices”. J. Agric. Econ., vol. 61, pp. 398–425, 2010.
[5] J. Baffes, and T. Haniotis, “Placing the 2006/08 commodity price boom into perspective”, World Bank Policy Research Paper, No. 5371, 2010.
[6] M. Kaltalioglu, and U. Soytas, “Volatility spillover from oil to food and agricultural raw material markets”, Modern Economy, vol. 2, 71–76, 2011.
[7] X. Du, C.L. Yu, and D.J. Hayes, “Speculation and volatility spillover in the crude oil and agricultural commodity markets: A Bayesian analysis”. Energy Economics, vol. 33, no. 3, pp. 497–503, May 2011.
[8] F. Lescaroux, and V. Mignon, “On the influence of oil prices on economic activity and other macroeconomic and financial variables”, OPEC Energy Review, vol. 32, no. 4, pp. 343–380, 2008.
[9] C. Baumeister, and L. Kilian, “Do oil price increases cause higher food prices?”, Economic Policy, vol. 29, no. 80, pp. 691–747, 2014.
[10] S. Nazlioglu, and U. Soytas, “Oil price, agricultural commodity prices, and the dollar: A panel cointegration and causality analysis”. Energy Economics, 34, pp. 1098–1104, 2012.
[11] P.C. Abbott, C. Hurt, and W.E. Tyner, “What’s driving food prices?”, Farm Foundation Issue Report, July 2008.
[12] S. Nazlioglu, C. Erdem, and U. Soytas, “Volatility spillover between oil and agricultural commodity markets”, Energy Economics, vol. 36, pp. 658–665, 2013.
[13] J. Baffes, “Oil spills on other commodities”, Resources Policy, vol. 32, pp 126–134, 2007.
[14] A. Harri, L. Nalley and D. Hudson “The relationship between oil, exchange rates, and commodity prices”, Journal of Agricultural and Applied Economics, vol. 41, pp. 501–510.
[15] S. Nazlioglu, and U. Soytas, “World oil prices and agricultural commodity prices: evidence from an emerging market” Energy Econ., vol. 33, no. 3, pp. 488–496, 2011.
[16] S. Nazlioglu, “World oil and agricultural commodity prices: Evidence from nonlinear causality”, Energy Policy, vol. 39, pp. 2935–2943, 2011.
[17] G. Gozgor, and B. Kablamaci, “The linkage between oil and agricultural commodity prices in the light of the perceived global risk”, Agric. Econ. – Czech, vol. 60, no. 7, pp. 332–342, 2014.
[18] S. Rafiq, R. Salim, and H. Bloch, “Impact of crude oil price volatility on economic activities: An empirical investigation in the Thai economy”, Resources Policy, vol. 34, pp. 121–132, 2009.
[19] B.S. Bernanke, “Irreversibility, uncertainty, and cyclical investment”, Quarterly Journal of Economics, vol. 98, no. 1, pp. 85-106, Feb. 1983.
[20] J.P. Ferderer, “Oil price volatility and the macroeconomy”, Journal of Macroeconomics, vol. 18, no. 1, pp. 1–26, 1996.
[21] J.D. Hamilton, “A neoclassical model of unemployment and the business cycle”, Journal of Political Economy, vol. 96, pp. 593–617, 1988.
[22] T. Chang and H. Su, “The substitutive effect of biofuels on fossil fuels in the lower and higher crude oil price periods”, Energy, vol. 35, no. 7, pp. 2807–2813, 2010.
[23] M. Alghalith, “The interaction between food prices and oil prices”, Energy Econ. vol. 32, pp. 1520–1522, 2010.
[24] T. Serra, “Volatility spillovers between food and energy markets: a semiparametric approach”, Energy Econ. vol. 33, no. 6, pp. 1155–1164, 2011.
[25] F. Alom, B. Ward, and H. Baiding, “Spillover effects of world oil prices on food prices: Evidence from Asia and Pacific countries”, 52nd New Zealand Association of Economists Annual Conference, Wellington, New Zealand, 29 June–1 July 2011.
[26] P. Boonyanuphong, S. Sriboonchitta, and C. Chaiboonsri, “Modeling dependency of crude oil price and agricultural commodity prices”, Advances in Intelligent Systems and Computing, vol. 200, pp. 255–267, 2013.
[27] K.A. Mork, “Oil and the macroeconomy when prices goes up and down: an extension of Hamilton’s results”, Journal of Political Economy, vol. 97, no. 3, pp. 740–744.
[28] J.D. Hamilton, “Oil and the macroeconomy since World War II”. Journal of Political Economy, vol. 91, no. 2, pp. 228–248, 1983.
[29] B.S. Bernanke, M. Gertler, and M, Watson, “Systematic monetary policy and the effects ofoil price shocks”, Brookings Papers on Economic Activity, vol. 1, pp. 91–157, 1997.
[30] R. Pindyck, “Irreversibility, uncertainty and investment”. Journal of Economic Literature, vol. 29,no. 3, pp. 1110–1148, 1991.
[31] R.W. Bacon, “Rockets and feathers: the asymmetric speed of adjustment of U.K. retail gasoline prices to cost changes”, Energy Economics, vol. 13, pp. 211–218, 1991.
[32] N.S. Balke, P.A. Brown, and M.K. Yücel, “Crude oil and gasoline prices: an asymmetric relationship?” Federal Reserve Bank of Dallas Economic Review vol. 1, pp. 2–11, 1998.
[33] J. Elder, “Macroeconomic and financial effects of monetary policy and monetary policy uncertainty. Unpublished doctoral dissertation, Department of Economics University of Virginia, 1995.
[34] J. Elder, “Another perspective on the effects of inflation volatility”, Journal of Money, Credit, and Banking, vol. 36, pp. 911−28, 2004.
[35] J. Elder, and A. Serletis, “Oil price uncertainty”. Journal of Money, Credit and Banking, vol. 42, no. 6, pp. 1137-1159, 2010.