This paper investigates factors affecting Vietnam’s stock prices including US stock prices,
foreign exchange rates, gold prices and crude oil prices. Using the daily data from 2005 to 2012,
the results indicate that Vietnam’s stock prices are influenced by crude oil prices. In addition,
Vietnam’s stock prices are also affected significantly by US stock prices, and foreign exchange
rates over the period before the 2008 Global Financial Crisis. There is evidence that Vietnam’s
stock prices are highly correlated with US stock prices, foreign exchange rates and gold prices
for the same period. Furthermore, Vietnam’s stock prices were cointegrated with US stock prices
both before and after the crisis, and with foreign exchange rates, gold prices and crude oil prices
only during and after the crisis.
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n the VN-Index and the S&P
500 Index was very high before the Global
Financial crisis of 2008, and relatively high
during and after the crisis. In addition, the re-
sults of the correlation test also indicate that the
VN-Index is highly correlated with gold prices
and the US Dollar - VN Dong exchange rates
in the first sub-period (1/4/2005 – 12/28/2007).
Secondly, the empirical results of bivariate
cointegration tests indicate a very low degree
of integration between the VN-Index and the
prices of the others for the period 2005-2012.
There is only one cointegrating equilibrium
at the 5% level between the VN-Index and
crude oil prices. The results are consistent with
(Narayan and Narayan, 2009). Therefore, it
can be concluded that the VN-Index and crude
oil prices are cointegrated for the whole peri-
od. Moreover, there is one cointegrating equi-
librium at 0.05 level before the crisis and two
cointegrating equilibriums at 0.05 level during
and after the crisis between the VN-Index and
the S&P 500 Index. Furthermore, the analysis
also shows that the VN-Index is cointegrated
with the US Dollar - VN Dong exchange rates,
gold prices and oil prices during and after the
crisis. In addition, the multivariate cointegra-
tion tests show two cointegrating equations at
the 0.05 level in the first sub-period and one
Table 7: Granger causality test results
Note: * and ** denote rejection of the hypothesis at the 5% and 1% level respectively.
Null Hypothesis
F-statistic
Whole period First sub-period Second sub-period
VN-Index does not Granger Cause S&P 500 0.48518 9.10210** 0.19866
S&P 500 does not Granger Cause VN-Index 1.04893 10.1539** 0.32815
VN-Index does not Granger Cause USD/VND 0.93236 0.02137 1.04715
USD/VND does not Granger Cause VN-Index 0.20041 8.22734** 1.78912
VN-Index does not Granger Cause Gold price 0.20153 1.44975 0.33275
Gold price does not Granger Cause VN-Index 0.97192 0.00337 1.42186
VN-Index does not Granger Cause Oil price 1.82438 3.04353 4.80186**
Oil price does not Granger Cause VN-Index 3.08231* 4.82355* 0.06973
Journal of Economics and Development Vol. 16, No.1, April 201486
cointegrating equation at the 0.05 level in the
second sub-period.
Finally, the bivariate Granger causality tests
reveal causality running from crude oil pric-
es to the VN-Index in the whole period and
in the first sub-period. Conversely, in the sec-
ond sub-period, the VN-Index affects crude oil
prices. In addition, in the first-sub period, the
S&P 500 Index and the VN-Index affect each
other significantly; the US Dollar - VN Dong
exchange rates have a significant impact on the
VN-Index. The above findings are meaningful
for the governments’ decisions about monetary
and fiscal policy because the exchange rate in
Vietnam is not determined by the market, but
mainly controlled by the government.
The empirical analysis results provide impli-
cations for investors who contemplate invest-
ing in Vietnam’s stock market. The paper indi-
cates a high level of correlation and cointegra-
tion tie between the VN-Index and the crude oil
price. In addition, in the short-term, investors
can get more reference information by moni-
toring the price movement of the S&P 500 In-
dex and the US Dollar - VN Dong exchange
rates. Moreover, in the long-run, the low lev-
el of cointegration between the VN-Index and
gold prices indicate diversification benefits for
those investing in both Vietnam’s stock and
gold markets.
Understanding the relationship between key
financial variables is also important for oth-
er stakeholders including academic, financial
practitioners and policy makers. This paper
focuses on a number of variables that poten-
tially affect Vietnamese stock prices. Further
research should focus on the relationship at the
firm level.
References
Ajayi, R.A. and Mougoue, M. (1996), ‘On the Dynamic Relation between Stock Prices and Exchange
Rates’, Journal of Financial Research, Vol. 19, No. 2 (Summer), pp. 193-207.
Alaganar, V.T. and Bhar, R. (2001), ‘Diversification gains from American depositary receipts and foreign
equities: evidence from Australian stocks’, Journal of International Financial Markets, Institutions
and Money, Vol. 11, No.1, pp. 97-113.
Allen, D.E. and MacDonald, G. (1995), ‘The long run gains from international diversification: Australian
evidence from cointegration tests’, Applied Financial Economics, Vol. 5, No. 1, pp. 33-42.
Arouri, M.E.H. (2011), ‘Does crude oil move stock markets in Europe? A sector investigation’, Economic
Modelling, Vol. 28, No.4, pp. 1716-1725.
Arshanapalli, B. and Doukas, J. (1993), ‘International stock linkages: Evidence from the pre- and post-
October 1987 period’, Journal of Banking and Finance, Vol. 17, No.1, pp. 193-208.
Bachman, D., Choi, J.J., Jeon, B.N. and Kopecky, K.J. (1996), ‘Common factors in international Stock
prices: Evidence from a cointegration study’, International Review of Financial Analysis, Vol. 5,
No.1, pp. 39-53.
Basher, S.A. and Sadorsky, P. (2006), ‘Oil price risk and emerging stock markets’, Global Finance Journal,
Vol. 17, No.2, pp. 224-251.
Baur, D.G. and Lucey, B.M. (2010), ‘Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and
Gold’, Financial Review, Vol. 45, No. 2, pp. 217-29.
Bodurtha, J., James N., Cho, D.C. and Senbet, L.W. (1989), ‘Economic forces and the stock market: An
international perspective’, Global Finance Journal, Vol. 1, No.1, pp. 21-46.
Journal of Economics and Development Vol. 16, No.1, April 201487
Bracker, K. and Koch, P.D. (1999), ‘Economic determinants of the correlation structure across international
equity markets’, Journal of Economics and Business, Vol. 51, No.6, pp. 443-471.
Brooks, C.(2002), Introductory Econometrics for Finance, Cambridge University Press, Cambridge.
Campbell, J.Y. and Hamao, Y. (1992), ‘Predictable Returns in the United States and Japan: A Study of
Long-Term Capital Market Integration’, Journal of Finance, Vol. 47, No.1, pp. 43-69.
Chan, C.K., Gup, B.E. and Pan, M.S. (1992), ‘An Empirical Analysis of Stock Prices in Major Asian
Markets and the United States’, The Financial Review, Vol. 27, No.2, pp. 289-307.
Chan, K.C., Gup, B.E. and Pan, M.-S. (1997), ‘International Stock Market Efficiency and Integration: A
Study of Eighteen Nations’, Journal of Business Finance and Accounting, Vol. 24, No.6, pp. 803-813.
Chou, R.Y., Ng, V.K. and Pi, L.K. (1994), ‘Cointegration of International Stock Market Indices’, IMF
Working Paper, No. 94/94.
Chua, J.H., Sick, G. and Woodward, R.S. (1990), ‘Diversifying with Gold Stocks’, Financial Analysts
Journal, Vol. 46, No.4, pp. 76-79.
Dimitrova, D. (2005), ‘The Relationship between Exchange Rates and Stock Prices: Studied in a Multivariate
Model’, Political Economy, Vol. 14.
El-Sharifa, I., Browna, D., Burtona, B., Nixona, B. and Russellb, A. (2005), ‘Evidence on the nature and
extent of the relationship between oil prices and equity values in the UK’, Energy Economics, Vol.
27, No. 6, pp. 819-830.
Fayyad, A. and Daly, K. (2011), ‘The impact of oil price shocks on stock market returns: Comparing GCC
countries with the UK and USA ‘, Emerging Markets Review, Vol. 12, No.1, pp. 61-78.
Filis, G., Degiannakisa, S. and Floros, C. (2011), ‘Dynamic correlation between stock market and oil prices:
The case of oil-importing and oil-exporting countries’, International Review of Financial Analysis,
Vol. 20, No.3, pp. 152-164.
Fischer, K.P. and Palasvirta, A.P. (1990), ‘High road to a global marketplace: the international transmission
of stock market fluctuations’, The Financial Review, Vol. 25, No.3, pp. 371-394.
Gallagher, L. (1995), ‘Interdependencies among the Irish, British and German Stock Markets’, The
Economic and Social Review, Vol. 26, No.2, pp. 131-147.
Gilmore, C.G. and McManus, G.M. (2002), ‘International portfolio diversification: US and Central
European equity markets’, Emerging Markets Review, Vol. 3, No.1, pp. 69-83.
Granger, C.W.J., Huangb, B.-N. and Yangc, C.-W. (2000), ‘A bivariate causality between stock prices and
exchange rates: evidence from recent Asianflu’, The Quarterly Review of Economics and Finance,
Vol. 40, No.3, pp. 337-354.
Grubel, H.G. and Fadner, K. (1971), ‘The Independence of International Equity Markets’, Journal of
Finance, Vol. 26, No.1, pp. 89-94.
Hung, B.W.-S. and Cheung, Y.-L. (1995), ‘Interdependence of Asian emerging equity markets’, Journal of
Business Finance and Accounting, Vol. 22, No.2, pp. 281-288.
Kanas, A. (1998), ‘Linkages between the US and European equity markets: further evidence from
cointegration tests’, Applied Financial Economics, Vol. 8, No. 6, pp. 607-614.
Karolyi, G.A. and Stulz, R.M. (1996), ‘Why do markets move together? An investigation of U.S.-Japan
stock return comovements’, Journal of Finance, Vol. 51, No.3, pp. 951-986.
Kasa, K. (1992), ‘Common stochastic trends in international stock markets’, Journal of Monetary
Economics, Vol. 29, No.1, pp. 95-124.
Kearney, C. (1998), ‘The Causes of Volatility in a Small, Internationally Integrated Stock Market: Ireland,
July 1975-June 1994’, Journal of Financial Research, Vol. 21, No.1, pp. 85-104.
Kearney, C. and Lucey, B.M. (2004), ‘International equity market integration: Theory, evidence and
Journal of Economics and Development Vol. 16, No.1, April 201488
implications’, International Review of Financial Analysis, Vol. 13, No.5, pp. 571-583.
Klement, J. and Longchamp, Y. (2010), ‘Managing currency risks for global families.’, Journal of Wealth
Management, Vol. 13, No.2, pp. 76-87.
Longin, F. and Solnik, B. (1995), ‘Is the correlation in international equity returns constant: 1960-1990?’,
Journal of International Money and Finance, Vol. 14, No.1, pp. 3-26.
Madura, J. and Soenen, L. (1992), ‘Benefits from International Diversification: Across Time and Country
Perspectives’, Managerial Finance, Vol. 18, No.2, pp.1-14.
Makridakis, S.G. and Wheelwright, S.C. (1974), ‘An Analysis of the Interrelationships Among the Major
World Stock Exchanges’, Journal of Business Finance and Accounting, Vol. 1, No.2, pp.195-215.
Maldonado, R. and Sounders, A. (1981), ‘International Portfolio Diversification and the Inter-Temporal
Stability of International Stock Market Relationships, 1957-78.’, Financial Management, Vol. 10,
No.3, pp. 54-63.
Manning, N. (2002), ‘Common trends and convergence? South East Asian equity markets, 1988-1999’,
Journal of International Money and Finance, Vol. 21, No.2, pp.183-202.
Meric, I. and Meric, G. (1989), ‘Potential Gains from International Portfolio Diversification and intertemporal
stability and seasonality in international stock market relationships’, Journal of Banking and Finance,
Vol. 13, No.4-5, pp. 627-640.
Mussa, M. (2000), ‘The Impact of Higher Oil Prices on the Global Economy’, IMF Working paper, Available
at
Nandha, M. and Faffa, R. (2008), ‘Does oil move equity prices? A global view ‘, Energy Economics, Vol.
30, No. 3, pp. 986-997.
Narayan, P.K. and Narayan, S. (2009), ‘Modelling the impact of oil prices on Vietnam’s stock prices’,
Applied Energy, Vol. 87, No. 1, pp. 356-361.
Panton, D.B., Lessig, V.P. and Joy, O.M. (1976), ‘Co-movement of International Equity Markets: A
Taxonomic Approach’, Journal of Financial and Quantitative Analysis, Vol. 11, No. 3, pp. 415-432.
Ratanapakorn, O. and Sharma, S.C. (2002), ‘Interrelationships among regional stock indices’, Review of
Financial Economics, Vol. 11, No. 2, pp. 91-108.
Roll, R. (1992), ‘Industrial Structure and the Competitive behaviour of international stock market indices’,
Journal of Finance, Vol. 47, No. 1, pp. 3-42.
Sadorsky, P. (1999), ‘Oil price shocks and stock market activity ‘, Energy Economics, Vol. 21, No. 5, pp.
449-469.
Scherer, B. (2009), ‘A note on portfolio choice for sovereign wealth funds.’, Financial Markets and
Portfolio Management, Vol. 23, No. 3, pp. 315-327.
Sherman, E. (1982), ‘Gold: A Conservative, Prudent Diversifier’, Journal of Portfolio Management Vol. 8,
No. 3, pp. 21-27.
Taylor, M.P. and Tonks, I. (1989), ‘The Internationalisation of Stock Markets and the Abolition of UK
Exchange Controls’, Review of Economics and Statistics, Vol. 71, No. 2, pp. 332-336.
Vo, X.V. and Daly, K.J. (2005a), ‘European Equity Market Integration - Implication for US Investors’,
Journal of Research in International Business and Finance, Vol. 19, No. 1, pp. 155-170.
Vo, X.V. and Daly, K.J. (2005b), ‘International Financial Integration: an Empirical Investigation into Asian
equity markets pre and post 1997 Asian Financial Crisis’, in T.A. Fetherston and J.A. Batten (eds),
Asian Pacific Financial Markets in Comparative Perspective: Issues and Implications for the 21st
Century, Vol. 87, Elsevier Science, Amsterdam Netherlands.
Wahab, M. and Lashgari, M. (1993), ‘Covariance stationarity of international equity markets returns:
Recent evidence’, The Financial Review, Vol. 28, No. 2, pp. 239-260.
Journal of Economics and Development Vol. 16, No.1, April 201489
Wang, M.-L., Wang, C.-P. and Huang, T.-Y. (2010), ‘Relationships among Oil Price, Gold Price, Exchange
Rate and International Stock Markets’, International Research Journal of Finance and Economics,
Issue. 47.
Watson, J. (1980), ‘The Stationarity of Inter-Country Correlation Coefficients: A Note’, Journal of Business
Finance and Accounting, Vol. 7, No. 2, pp. 297-303.
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