The time-varying propagation between oil market and stock market- An evidence of Pakistan Stock Exchange, PSX
Keywords:
Augmented Dickey Filler test, Johanson cointegration, vector error correction, variance decomposition, impulse responseAbstract
The prime objective of this study is to find out the time-varying propagation between the oil market and stock market. For this purpose the crudeoil future contracts in real time was chosen as proxy for an oil market determinant while two indices at Pakistan stock exchange were taken as stock market determinants. In this regard KSE100 index and KMI30 index (the Islamic index) were considered as stock market variables to examine short run or long run relationship amongst the oil market and stock market. The analysis was based on time series data. The weekly closing prices were collected for the period ranging from June, 2009 to August, 2020 with 583 total observations. The study used the Johanson and Juselius (1990) technique to examine the long run cointegration between the variables. The ADF test postulated that all series were at 1(0) nonstationary but it became stationary when taking it at 1st difference. The Johanson cointegration test examined that Pakistani stock indices were cointegrated in the long run with the crudeoil. Once Johanson test founded the long run relationship among the variable, VECM is used to examine the short run dynamics of long run equilibrium relationship. The variance decomposition revealed that fluctuations in the oil prices were strongly endogenous from its own variance in the short run but strongly exogenous in the long run from others independent variable in the model. The impulse response function demonstrated that response of KSE100 and KMI30 both to the shock of crudeoil showed increasing trend in the short run but in long run they have constantly decreasing trend.
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References
Adam, C. (1992), “On the dynamic specification of money demand in Kenya” Journal of African Economies, 1(2), 233–270.
Anorou, E, & Ahmad, Y (2001) “Causal relationship between domestic savings and economic growth” Evidence from seven countries. African Development Review, 13(2), 238–249.
Arouri, M.E.H., Jouini, J. and Nguyen, D.K. (2011), “Volatility spillover between oil prices and stock sector returns”: implications for portfolio management”, Journal of International Money and Finance, Vol. 30 No. 7, pp. 1387-1405.
Aryeetey, E. (2004), “Financing Africa‟s future growth and development”: Some innovations, Logon, Accra: ISSER, University of Ghana.
Benhabib, J. & Jovanovic, B. (1991), “Externalities and growth accounting”: American Economic Review, 81(1), 82–113.
Blomstrom M., Lipsey, R., & Zejan, M. (1996), “Is fixed investment the key to economic growth”? Quarterly Journal of Economics, 111 (1), 269–276.
Brownbridge, M., Gockel, A. F., & Harrington, R. (2000), “Savings and investment”.
Charles M. Jones and Gautam Kaul (1996), “Oil and the stock markets”, the Journal of Finance, Vol. 1.1, No.2, June, 1996.
Ciner, C., Gurdgiev, C. and Lucey, B.M. (2013), “Hedges and safe havens: An examination of stocks, bonds, gold, oil and exchange rates”, International Review of Financial Analysis, Vol. 29, pp. 202-211.
E. Aryeetey, J. Harrigan, & M. Nissanke (Eds.), “Economic reforms in Ghana, the miracle &
mirage” (pp. 132–149). Accra: Wolli Publishing Services.
Bylik, V. (2006), “Financial innovation and the demand for money in Ukraine”: Unpublished
master‟s thesis, National University „„Kyiv-Mohyla Academy‟‟, Kyiv.
Deaton, A. S. (1977), “Involuntary savings through unanticipated inflation”: American Economic Review, 67, 899–910.
Derek, H. (2005), “Why personal savings rate might remain negative”: RBC Economics
retrieved from www.rbc.com/economics.
Dickey, D. A., & Fuller, W. A. (1979), “Distribution of the estimators for autoregressive time series with a unit root”: In T. Mannah-Blankson & F. Belnye (Eds.), financial innovation and the demand for money in Ghana, (pp. 1–23). Accra: Bank of Ghana.
Enders, W. (1995), “Applied econometrics time series”: New York, NY: Wiley and Sons.
Engle, R., & Granger, C. W. J. (1987), “ Co-integration and error correction”: Representation, Estimation and testing, in T. Mannah-Blankson & F. Belnye (Eds.).
Eze, E. (2001), “A critical examination of information technology strategic variables from developing countries‟ perspective”: The case of banking industry, Journal of African Business, 2(3), 7–31.
Hans-Martin, B. (1994), “Ghana financial sector review: Bringing savers and investors together” (Report No. 13423-GH), retrieved from The World Bank Group website: http://www- wds.worldbank.org.
Haron, S. (2005). “Determinants of Islamic and conventional deposits in the Malaysian banking
system”: Managerial Finance, 34(9), 618–643.
Hammoudeh, S. and Yuan, Y. (2008), “Metal volatility in presence of oil and interest rate
shocks”, Energy Economics, Vol. 30 No. 2, pp. 606-620.
Horan, T. F. (1980), “Outlook for EFT technology in computer and banking: Electronic funds transfer systems and public”: New York and London: Plenu Press.
Johansen, S. and Juselius, K. (1990), “Maximum likelihood estimation and inference on cointegration with applications to the demand for money”: Oxford Bulletin of Economics and Statistics, Vol. 52 No. 2, pp. 169-210.
Kanjilal, K. and Ghosh, S. (2014), “Income and price elasticity of gold import demand in India”: empirical evidence from threshold and ARDL bounds test cointegration”, Resources Policy, Vol. 41, pp. 135-142.
King, R. G., & Levine, R. (1994), “Capital fundamentalism, economic development, and
economic growth”: Carnegie-Rochester Conference Series on Public Policy 40(1), 259–292. Levine, R. (1997), “Financial development and economic growth, views and agenda”: Journal of Economic Literature, 35(2), 688–726.
Mannah-Blankson, T., & Belnye, F. (2004), “Financial innovation and the demand for money in
Ghana”: Accra Bank of Ghana, Working Paper, 1–23.
Mavrotas, G., & Santillana, M. (1999), “Savings and financial sector development”: Key issues, presented at the International Conference on Finance and Development, July 9–10, Manchester. Mishra, P. K. (2008a), “Financial innovation and economic growth”: A theoretical approach, Institute of Technical Education and Research (ITER), retrieved from papers.ssrn.com/so13/papers.cfm?abstract_id=1262658.
Mishra, P. K. (2008b), “Financial innovation in emerging markets-possible benefits and risks”:
Social Science Research Network, retrieved from http://ssrn.com/ abstract=1262650.
Ndekwu, E. C. (1991), “Interest rates, bank deposits and growth of the Nigerian economy”:
NISER Monograph Series 4, Ibadan: NISER.
Odularu, G. O., & Okunrinboye, O. A. (2008), “Modeling the impact of financial innovation on the demand for money in Nigeria. African Journal of Business Management, 3(2), 39–51.
Onyemaechi Joseph Onwe,(2012), “Economic implications of petroleum policies in Nigeria” An
overview, American International Journal of Contemporary Research, vol. 2, No. 5; May 2012. Oyelaran, Oyeyinka, B. (1991), “Information technology in finance sector: Adoption of computers in Nigeria banks”: (research paper). Ibadan, Nigeria: NISER.
Parker, J. A. (1999), “Spendthrift in America, on two decades of decline in the U.S. saving rate”:
Retrieved from: pages.stern.nyu.edu/~dbackus/CA/Parker%20MA% 2099.pdf.
Montiel, P. J., & Luis, S. (2008), “Real exchange rates, saving and growth, is there a link”? (Working Paper No. 4636), Washington DC, World Bank Policy Research.
Roger D. Huang Ronald W. Masulis Hans R. Stoll (1996), “energy shocks and financial markets” , The journal of future markets, Vol. 16, No.1, pages 1-27 dated Feb., 1996.
Sadorsky, P. (2014), “Modeling volatility and correlations between emerging market stock prices and the prices of copper, oil and wheat”: Energy Economics, Vol. 43, pp. 72-81.
Shabazz, D. (2000), “Electronic commerce: A new paradigm for the African business sector”:
Journal of African Business, 1(3), 29–47.
Sowa, N. K. (1997)., “Central banking and monetary management in Ghana”: (Working Paper Series, 7, 1–23). Accra-North, Ghana: CEPA.
Tongco, M. D. C. (2007), “Purposive sampling as a tool for informant selection”: Retrieved from http://hdl.handle.net/10125/227.
Tufano, P. (2002), “Financial innovation”: A handbook of financial economics. Amsterdam, the Netherlands, Edward Elgar Publishing.
Tufano, P., & Schneider, D. (2008), “Using financial innovation to support savers”: From coercion to excitement (Working Paper No. 08–075). Retrieved from:http://ssrn.com/abstract=1120382.112 A. Ansong et al.
Uremadu, S. O. (2007), “Core determinants of financial savings in Nigeria”: An empirical analysis for National Monetary Policy Formulation. International Review of Business Research Papers, 3(3), 356–367.
Utkulu, U. (n.d.), “How to estimate long-run relationships in economics”: An overview of recent developments. Retrieved from http://kisi.deu.tr/utku.utkulu/dosyalar/ How_to_estimate.DOC. Vijay, K. B., & Camara, K. O. (2007), “Profitability, bank services, and use of computer technology in deposit money banks of Ghana”: The Oguaa Journal of Social Science, 4(2), 94– 95.
Yuan, K. C. (2007), “Modelling financial innovation and economic growth”: Why the financial sector matters to the real economy. Journal of Education, 22(1), 33–37.
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