Fluctuations in Crude, Gold & Forex Prices and its Impact on Stock Market: Evidence from Sensex and Nifty 50

Authors

  • Dr. S. Sathyanarayana Professor MP Birla Institute of Management Bangalore, India
  • Prof. Sudhindra Gargesha Joint Director MP Birla Institute of Management Bangalore, India

Keywords:

GARCH (1,1), Granger’s Casualty, Nifty 50, Brent Crude, ADF statistics, Normal Gaussian

Abstract

Stock markets particularly in developing economies like India play a vital role in overall development of the economy. However, volatility in stock market leads to uncertainty in the economy which in turn hampers the overall development of the economy. Most of the time, the stock market seems to respond irrationally to a new macro and micro economic information and making it too difficult to predict. Therefore, the current empirical paper tried to investigate three major macro-economic indicators such as crude, gold and forex (Dollar) on the performance of the stock market. In order to realise the stated objectives the researcher has collected the daily data from 2000 to 2017. The collected data has been tested for stationarity by running ADF statistics and the lag length for each variable is chosen by using the AIC.  Later, a robust multiple regression model has been run to ascertain the impact of the chosen variables on Indian benchmark indices. The volatility of the Sensex has been measured by applying GARCH (1,1) model. Apart from that the study concludes that the Forex, Gold and Crude prices were significant in the transmission of volatility of the chosen indices and have the competency to transmit shock on Sensex and Nifty50.  Finally, these results have been compared to the available evidence.

References

Abdalla, Issam S A. (1997). Exchange Rate and Stock Price Interaction in Emerging Financial Markets: Evidence on India, Korea, Pakistan and Philippines. Applied Financial Economics. 17(1), 25-35.

Abdalla, S.Z.S. (2013). Modelling the Impact of Oil Price Fluctuations on the Stock Returns in an Emerging Market: The Case of Saudi Arabia. Interdisciplinary Journal of Research in Business, 2(10), 10-20.

Adjasi, C., Harvey, S.K. and Agyapong, D. (2008). Effect of Exchange rate volatility on Ghana Stock Exchange. African Journal of Accounting, Economics, Finance and Banking Research, III (3): 28-47.

Aggarwal R (1981). Exchange rates and stock prices: case study of U.S capital markets under floating exchange rates. Akron Bus. Econ. Rev. 12: 7-12.

Aggarwal R., and L.A. Soenen, (1988). The Nature and Efficiency of the Gold Market. Journal of Portfolio Management, 14, 18-21.

Aggarwal, Rai (1981). Exchange Rate and Stock Price: A study of the U.S. Capital Markets under Floating Exchange. Akron Business and Economic Review. 12(3), 7-12.

Ajayi, R. A. & Mougoue M. (1996). On the Dynamic Relation between Stock Prices and Exchange Rates. The Journal of Financial Research. 19(2), 193-207.

Akinifesi O (1987). The Role and Performance of the Capital market in Adedotun Philips and Eddy Ndekwu, (eds) Economic Policy and Development in Nigeria NISER, Ibadan Nigeria.

Ansar, I. and Asghar, N. (2013). The Impact of Oil Prices on Stock Exchange and CPI in Pakistan. Journal of Business and Management, 7(6), 32-36.

Arouri, M., & Rault, C. (2012). Oil prices and stock markets in GCC countries: empirical evidence from panel analysis. International Journal of Finance and Economics, 17, 242–253.

Asprem, M. (1989). Stock prices, asset portfolios and macroeconomic variables in ten European countries. Journal of Banking and Finance. 13. 589-612.

B Basher S.A., Haug, A.A. and Sadorsky, P. (2012). Oil Price, Exchange Rates and Emerging Stock Markets. Energy Economics, 34(1), 227-240.

Bahmani-Oskooee, M., and A. Sohrabian. (1992). Stock Price and the Effective Exchange Rate of the Dollar. Applied Economics. 24:459-464.

Basher, S. A., & Sadorsky, P. (2006). Oil price risk and emerging stock markets. Global Finance Journal, 17(2), 224-251.

Baur, D.G. and B.M. Lucey, (2009). Flights and contagion an empirical analysis of stock–bond correlations, Journal of Financial Stability. 5(4), 339–352.

Bhattacharya, B., Mukherjee, J. (2003). Casual Relationship between Stock Market and Exchange Rate, Foreign Exchange Reserves and Value of Trade Balance” Presented in 5th Annual Conference on Money and Finance in India.

Bhunia, A and Mukhuti, S. (2013). The impact of domestic gold price on stock price indices-An empirical study of Indian stock exchanges, Universal Journal of Marketing and Business Research, 2(2), 035-043.

Bhunia, A. (2013). Cointegration and Causal Relationship among Crude Price, Domestic Gold Price and Financial Variables-An Evidence of BSE and NSE, J. Contemp. Issues in Bus. Res, 2(1), 1-10.

Blose L.E., and J.C.P. Shieh, (1995). The Impact of Gold Price on the Value of Gold Mining Stock, Review of Financial Economics, 4, 125-139.

Boyer, M. & Filion, D. (2004). Common and fundamental factors in stock returns of Canadian oil and gas companies. Energy Economics 29: 428-453.

Bruno, M and W Easterly (1998). Inflation Crisis and Long Run Growth. Journal of Monetary Economics, Vol. 41.

Burbidge, J. & Harrison, A. (1984). Testing for the effects of oil-price rises using vector autoregressions. International Economic Review. 25 (2), pp. 459-484.

C. K. Ma, & Kao, G. W. (1990). On Exchange Rate Changes and Stock Price. Reactions. Journal of Business Finance & Accounting, 17, 441-449.

Capie, F., Mills, T., and Wood, G., (2005). Gold as a hedge against the dollar, Journal of International Financial Markets, Institutions, and Money, 15, 343-352

Cartaer, D. and Simkins, B. (2004). The market’s reaction to unexpected, catastrophic events: the case of airline stock returns and the September 11 the attacks. The Quarterly Review of Economics and Finance, 44, pp. 539-558

Carter K.J., J.F. Attleck-Graves, and A.H. Money, (1982). Are Gold Shares Better Than Gold for Diversification? Journal of Portfolio Management, 9, 52-55.

Chen, S.S. (2009). Do Higher Oil Prices Push the Stock Market into Bear Territory? Energy Economics. 32(2), 490-495.

Cheng ACS (1995). The UK Stock Market and Economic Factors: A New Approach, Journal of Business Finance and Accounting. 22, pp. 129-142.

Choi, S, B D Smith and J H Boyd (1996). Inflation, Financial Markets and Capital Formation, Federal Reserve Bank of St Louis Review, Vol. 78(3).

Chow, Edward H., Lee, Wayne Y., and Solt, Michael E. (1997). The exchange rate risk exposure of asset returns. The Journal of Business. 70(1), 105-124.

Ciner, C. (2001). Energy shocks and financial markets: Nonlinear linkages. Studies in Nonlinear Dynamics & Econometrics. 5(3): 203-212.

Cobo-Reyes, R., and Quirós, G. P. (2005). The Effect of Oil Price on Industrial Production and on Stock Returns. Working Paper 05/18. Departamento de Teoria e Historia Económica, Universidad de Granada.

Constantinos, K., Ektor, L. A., & Dimitrios, M. (2010). Oil Price and Stock Market Linkages in a Small and Oil Dependent Economy: The Case of Greece. Journal of Applied Business Research, 26(4), 55-64.

Cunado, J., & Perez de Garcia, F. (2014). Oil price shocks and stock market returns: Evidence for some European countries. Energy Economics, 42, 365-377.

Davies, S.J., and J. Haltiwanger, (2001). Sectoral Job Creation and Destruction Response to oil Price Changes, Journal of Monetary Economics. 48(3):465-512.

Dimitrova, D. (2005). The Relationship between Exchange Rates and Stock Prices – Studied in Multivariate Model, Issues in Political Economy, vol.14.

Divya Verma Gakhar, Neha Kushwaha and Vinita Ashok (2015). Impact of Union Budget on Indian Stock Market. Scholedge International Journal of Management & Development. Vol.02, Issue 1. 21-36.

Doong, S.-C., Yang, S.-Y., & Wang, A. T. (2005). The Emerging Relationship and Pricing of Stocks and Exchange Rates: Empirical Evidence from Asian Emerging Markets. Journal of American Academy of Business, Cambridge, 7, (1), 118-123.

Evangelia P., (2001). Oil price shocks, stock market, economic activity and employment in Greece. Energy Economics, No. 23, pp. 511-532.

Filis, G. (2010). Macro economy, stock market and oil prices: Do meaningful relationships exist among their cyclical fluctuations? Energy Economics, 32(4), 877-886.

Finn, M.G., (2000). Perfect Competition and the Effects of Energy Price Increases in Economic Activity, Journal of Money, Credit and Banking. 32(3):400-416.

Fortune, J.N., (1987). The inflation rate of the price of gold, expected prices and interest rates. Journal of Macroeconomics, 9(1), 71–82.

Franck, P., Young, A. (1972). Stock prices reaction of multinational firms to exchange realignments. Financial Management, 1(3), 66-73.

Garefalakis, A. E., Dimistras, A., Koemtzopoulos, D., & Spinthiropoulos, K. (2011). Determinant factors of Hong Kong stock market. International Research. Journal of Finance and Economics, (62), 50-60.

Gay, R. D. (2008). Effect of Macroeconomic Variables on Stock Market Returns for Four Emerging Economies – Brazil, Russia, India and China. International Business & Economics Research Journal, Vol. 7(3), pp. 1-8.

Graham, J.R. & Harvey, C.R. (2001). The theory and practice of corporate finance: evidence from the field. Journal of Financial Economics. 61. 1-28.

Hamilton, J. D., (1983). Oil and the macroeconomy since World War II, Journal of Political Economy, 88: 829-853.

Hamilton, J. D., (2003). What Is an Oil Shock? Journal of Econometrics 113, 363–398.

Hamilton, J. D., (2005). Oil and the macroeconomy, In: Durlauf, S., Blume, L. (Eds.), The New Palgrave Dictionary of Economics, 2nd Edition. Macmillan, London.

Hamilton, J.D. (1983). Oil and the Macro economy since World War II. Journal of Political Economy 91, pp. 228–248.

Hamilton, J.D., (1983). Oil and the macroeconomy since World War II, Journal of Political Economy, No. 91, pp. 228-248.

Hammoudeh, S., Huimin, L, (2005). Oil Sensitivity and systematic risk in oil sensitive stock indices, Journal of Economics and Business, 57:1, pp. 1-21.

Hasan, S. & Mahbobi, M. (2013). The increasing influence of oil prices on the Canadian stock market. The International Journal of Business and Finance Research, 7(3), 27 -39

Hooker, M. A., (1996). What happened to the oil-price macroeconomy relationship? Journal of Monetary Economics. 38, 195–213.

Huang, R. D., R. W. Masulis and H. R. Stoll, (1996). Energy shocks and financial markets, Journal of Futures Markets, 16: 1-27.

Ibrahim, M., & Aziz, M. (2003). Macroeconomic variables and the Malaysian equity market: A rolling through subsamples. Journal of Economic Studies, 30(1), 6-27.

Ibrahim, M.H. (2000). Cointegration and Granger Causality Tests of Stock Prices and Exchange Rate. ASEAN Economic Bulletin: 1-17.

Irene H & Perry S, (2008). Oil prices and the stock prices of alternative energy companies, Energy Economics, No. 30, pp. 998-1010.

Jones, C. M., and G. Kaul, (1992). Oil and Stock Markets, Working Paper, University of Michigan.

Jones, C. M., Kaul, G., (1996). Oil and the stock markets. Journal of Finance. 51, 463–491.

Jorion, P. (1990). The Exchange Rate Exposure of U.S. Multinationals. Journal of Financial. 63, 331-345.

Joseph, N. (2002). Modelling the impacts of interest rate and exchange rate changes on UK Stock Returns. Derivatives Use, Trading & Regulation, 7(4), 306-323.

Joshi, V. K. (2012). Impact of fluctuation: Stock/ Forex/ Crude oil on gold. Journal of Indian Management, 9(4), 96.

Jungwook P & Ronald A. R, (2008). Oil price shocks and stock markets in the U.S. and 13 European Countries, Energy Economics, No. 30, pp. 2587-2608.

K. S. Sujit and B. R. Kumar, (2011). Study on dynamic relationship among gold price, oil price, exchange rate and stock market returns, International Journal of Applied Business and Economic Research, Vol. 9, No. 2, pp. 145-65.

Kaliyamoorthy S, Parithi S (2012). Relationship of Gold Market and Stock Market: An Analysis, International J. Bus. Manage. Tomorrow, 2(6): 1-6.

Kannan R (1999). Inflation targeting: issues and relevance for India, Economic and Political Weekly, XXXIV, 115-122.

Kapusuzoglu, A. (2011). Relationships between Oil Price and Stock Market: An Empirical Analysis from Istanbul Stock Exchange (ISE). International Journal of Economics and Finance, 3 (6), 99-106.

Kaur, Harvinder (2004). Stock Market Volatility in India. The Indian Journal of Commerce, Volume 57, 4, 55-70.

Larsen, A.B., McQueen,G.R., (1995). REITs, real estate and inflation: Lessons from the gold market, Journal of Real Estate Finance and Economics 10, 285-297.

Levin, E.J., (2006). Montagnoli A. and Wright R.E. Short-run and long-run determinants of the price of gold. World Gold Council Report, Research Study No. 32, Business School, London.

Maghyereh, A., (2004). Oil price shocks and the emerging stock markets: A generalized VAR approach, International Journal of Applied Econometrics and Quantitative Studies, 1: 27-40.

Mahdavi, S., Zhou, S., (1997). Gold and commodity prices as leading indicators of inflation: tests of long-run relationship and predictive performance. Journal of Economics and Business. 49(5), 475–489.

Maysami, R., & Koh, T. (2000). A Vector Error Correction Model of the Singapore Stock Market. International Review of Economics and Finance, 9:1, 79-96.

Mishra RN, Mohan GJ (2012). Gold Prices and Financial Stability in India, RBI working paper series, Department Of Economic And Policy Research, 2: 1-16.

Moore, G.H., (1990). Gold Prices and a Leading Index of Inflation. Challenge, 33(4): 52-56. Available at: http://www.jstor.org/stable/40721178

Muritala, T., Taiwo, A. & Olowookere, D. (2012). Crude oil price, stock price and some selected macroeconomic indicators: Implications on the growth of Nigeria economy. Research Journal of Finance and Accounting. 3(2): 42-48.

Nwosa, P. I. (2014). Oil Prices and stock market price in Nigeria. OPEC Energy Review, 38, 59-74.

Omag, A. (2012). An observation of the relationship between gold prices and selected financial variables in Turkey. Unpublished manuscript, Muhasebeve Finansman Dergisi.

Ong, L.L., Izan, H.Y. (1999). Stocks and currencies: Are they related? Applied Financial Economics, 9(5), 523-532.

Pan, M.S., Fok, R.C.W., Liu, Y.A. (2001). Dynamic linkages between exchange rates and stock prices: Evidence from Pacific Rim Countries. Working Paper, College of Business Shippensburg University Mimeo.

Patel, S. A. (2013). Causal relationship between stock market indices and gold price: Evidence from India. Journal of Applied Finance, 19(1), 100-109.

Peel, D. & Pope, P. (1983). General Election in the U.K. in the Post-1950 Period and the Behaviour of the Stock Market, Investment Analysis 67, 4-10.

Perry Sadorsky (1999). Oil price shocks and stock market activity, Energy Economics, 21 (5), 449-469.

Person, J. (2012). Mastering the Stock Market: High Probability Market Timing and Stock Selection Tools. New Jersey: John Wiley & Sons.

Qiao, Y. (1997). Stock Price and Exchange Rates: Experiences in Leading East Asian Financial Centers – Tokyo, Hong Kong and Singapore. The Singapore Economics Review. 41(1997):47-56.

Ramos, S., and Veiga, H. (2010). Asymmetric effects of Oil Price Fluctuations in International Stock Markets. UC3M Working Papers, Statistics and Econometrics.

Ray, S. (2013). Causal nexus between gold price movement and stock market: Evidence from Indian stock market. Econometrics, 1(1), 12-19.

S. P. Narang and R. P. Singh (2012). Causal relationship between gold price and Sensex: A study in Indian context, Vivekananda Journal of Research, Vol. 1, No. 1, pp. 33-7.

Sadorsky, P., (1999). Oil price shocks and stock market activity, Energy Economics, 21: 449 469.

Sathyanarayana, Pushpa B. V. (2016). Global stock markets reaction to special events: evidence from Brexit referendum. International Journal of Business and Administration research review. Vol. 1, Issue No. 4.

Sathyanarayana, S., & Gargesa, S. (2016). Impact of BREXIT Referendum on Indian Stock Market. IRA-International Journal of Management & Social Sciences, 5(1), 104-121.

Sathyanarayana, S., & Gargesa, S. (2017). The Impact of Policy Announcement on Stock Market Volatility: Evidence from Currency Demonetisation in India. IOSR Journal of Business and Management (IOSR-JBM) e-ISSN: 2278-487X, p-ISSN: 2319-7668. Volume 19, Issue 1. Ver. VII (Jan.), PP 47-63

Sathyanarayana, S., Harish S. N., Gargesha, S. (2017). Volatility in crude oil prices and its impact on Indian stock market evidence from BSE Sensex. SDMIMD Journal of Management, Vol. 9, Issue 1. March. Print ISSN: 0976-0652 | Online ISSN: 2320-7906, pp. 65- 76.

Sharma, N. & Khanna, K. (2012). Crude oil price velocity and stock market ripple – A comparative study of BSE with NYSE & LSE. Indian Journal of Exclusive Management Research 2(7): 1-7

Shefali Tiwari & Barkha Gupta (2015). Granger Causality of Sensex with Gold Price: Evidence from India, Global Journal of Multidisciplinary Studies. Volume-4, issue-5 April, pp. 50-54.

Sherman, E.J., (1983). A gold pricing model, Journal of Portfolio Management 9, 68-70.

Smith G (2001). The Price of Gold and Stock Price Indices for the United States, The World Gold Council, 1-35.

Soenen LA, Hennigar ES (1988). An analysis of exchange rates and stock prices: The US experience between 1980 and 1986. Akron Bus. Econ. Rev., 19: 71-76.

Solnik, B. (1987). Using Financial Prices to Test Exchange Rate Models: A Note. Journal of Finance 42:141-149.

Suleman, M.T. (2012). Stock Market Reaction to Terrorist Attacks: Empirical Evidence from a Front Line State. Australasian Accounting Business and Finance Journal. Volume 6 Issue 1.

Teresiene, D. (2009). Lithuanian Stock Market Analysis Using a Set of GARCH Models. Journal of Business Economicsand Management, 10(4), 349-360.

Toraman, C., Basarir, C. & Bayramoglu, M.F. (2011). Effects of crude oil price changes on sector indices of Istanbul stock exchange. European Journal of Economic and Political Studies 4(2): 109-124.

Yahyazadehfar M, Babaie A (2012). Macroeconomic Variables and Stock Price: New Evidence from Iran, Middle-East J. Sci. Res 11(4): 408-415.

Zuwena Zainabu (2014). An assessment of the effect of general elections on the stock market returns in Kenya, a research project submitted to the University of Nairobi.

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Published

16-10-2021

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Dr. S. Sathyanarayana, & Prof. Sudhindra Gargesha. (2021). Fluctuations in Crude, Gold & Forex Prices and its Impact on Stock Market: Evidence from Sensex and Nifty 50. International Journal of Management Studies (IJMS), 5(Spl Issue 4), 01–16. Retrieved from https://researchersworld.com/index.php/ijms/article/view/1534

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