Zimbabwe Stock Exchange (“ZSE”)’s Exposure to Global Crude Oil Price Volatility
Date
2014-12-08
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Zimbabwe Stock Exchange (“ZSE”)’s Exposure to Global Crude Oil Price Volatility
Abstract
The major aim of this paper is to investigate Zimbabwe’s Stock Exchange indices’ exposure to
global oil price volatility for the period 2009-2012.To determine the relationship between volatility of
crude oil returns and volatility of stock returns of the ZSE indices using econometric GARCH
models. Also to investigate the correlation of the global oil price in the form of Brent Crude oil prices
index and Western Texas Intermediate (WTI) oil prices index with ZSE Industrial Index and the ZSE
Mining index between 2009 and 2012. A GARCH approach is employed to analyse data from ZSE
and Chicago Mercantile Exchange, OPEC and Datastream® Data. Daily data for crude oil prices
and Zimbabwe stock exchange indices were collected for the period 2009-2012 and analysed. The
variables of the Zimbabwe stock exchange are ZSE Industrial Index; and ZSE Mining index.
Variables on Crude oil prices comprised of Western Texas Intermediate (“WTI”) spot prices index; and Brent Crude oil spot prices index. Returns of stock on all the four indices were calculated. It
was assumed that returns on stocks would mirror stock price movements. Volatility of returns on
ZSE industrial index was very low with standard deviations ranging between -.01 to +.01. Volatility
of returns on the ZSE Mining index was significant relative to the industrial index with standard
between-0.1 to -0.1. Volatility of stock returns on Brent Crude spot price index was very high with
standard deviations ranging between -0.6 to +0.6, while stock returns on Western Texas
Intermediate (“WTI”) spot prices index displayed high volatility, standard deviations ranged from -
0.1 to +0.1. Standard deviation indicates the level of dispersion from the the mean. GARCH
coefficients indicated that the mean of stock returns as represented by were generally negative for
the two domestic stock indices while the means of global oil stock returns were positive.
Parameters ∝ and of the four indices were statistically significant. The coefficients of all the
indices were highly significant ranging between 0.6300 to 0.9300 indicating that volatility was
persistent in the period under investigation and that volatility was to a large extend driven by the
prices and values of the previous time period (past performance).There was a positive correlation
between industrial index and Brent crude with a correlation coefficient of 0.505 as well as a
positive correlation between the ZSE Industrial index and the WTI oil price index with a coefficient
of 0.520. There was a negative correlation coefficient of -0.332 between the Mining index and the
global Brent crude oil prices as well as a negative correlation coefficient of -0.201 between Mining
index and WTI Crude. The results of the study confirmed the hypothesis that the ZSE stock
markets are indeed exposed to significant exogenous risks emanating from rising global crude oil
price movements. There are however, moderating factors as the standard deviations on ZSE stock
returns are much lower compared to standard deviations of stock returns on the global oil indices.
Also the correlation coefficients are on the low side. Increases in crude oil prices have the potential
to subdue any favourable factors to share price increases.
Description
Zimbabwe Stock Exchange (“ZSE”)’s Exposure to Global Crude Oil Price Volatility
Keywords
: Volatility; global oil index; GARCH model; correlation; stock returns
Citation
Chiwanza, W., Nkomo, D., Gachira, W., & Chikore, R. (2015). Zimbabwe Stock Exchange (“ZSE”)’s Exposure to Global Crude Oil Price Volatility. British Journal of Economics, Management and Trade, 6, 22-37.