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Relationship between Crude Oil Prices and Stock Market: Evidence from India

Author

Listed:
  • Ankit Sharma

    (Accendere Knowledge Management Private Limited, Chennai, Tamil Nadu, India)

  • Sasmita Giri

    (Institute of Finance and International Management, Business School, Bangalore, Karnataka, India,)

  • Harsh Vardhan

    (Institute of Finance and International Management, Business School, Bangalore, Karnataka, India)

  • Sujeet Surange

    (Institute of Finance and International Management, Business School, Bangalore, Karnataka, India,)

  • Rohan Shetty

    (Institute of Finance and International Management, Business School, Bangalore, Karnataka, India)

  • Vishwaroop Shetty

    (Institute of Finance and International Management, Business School, Bangalore, Karnataka, India.)

Abstract

This paper estimates the linear interdependencies between international crude oil prices and stock market indices of India using weekly data spanning from January 2010 to January 2017 in a vector autoregressive (VAR) framework. The time series used for the analysis are crude oil futures prices, nifty index, and BSE energy index. Augmented Dickey-Fuller and Philips-Perron unit root tests reveal that all the time series are non-stationary at level and stationary at first difference. Cointegration test reveals the absence of cointegrating factor i.e., absence of long run relationship. VAR model captures all the time series as endogenous variables and independent variables are studied at two lags. Result shows that the Energy Index is very well explained by the lagged values of crude oil futures prices, nifty index, and BSE energy Index. impulse response function reveals that crude oil prices are affected negatively when one standard deviation shocks are given to stock indices.

Suggested Citation

  • Ankit Sharma & Sasmita Giri & Harsh Vardhan & Sujeet Surange & Rohan Shetty & Vishwaroop Shetty, 2018. "Relationship between Crude Oil Prices and Stock Market: Evidence from India," International Journal of Energy Economics and Policy, Econjournals, vol. 8(4), pages 331-337.
    • Handle: RePEc:eco:journ2:2018-04-41
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    References listed on IDEAS

    as
    1. Basher, Syed Abul & Haug, Alfred A. & Sadorsky, Perry, 2012. "Oil prices, exchange rates and emerging stock markets," Energy Economics, Elsevier, vol. 34(1), pages 227-240.
    2. Laura Cueppers & Dieter Smeets, 2015. "How Do Oil Price Changes Affect German Stock Returns?," International Journal of Energy Economics and Policy, Econjournals, vol. 5(1), pages 321-334.
    3. Ciner Cetin, 2001. "Energy Shocks and Financial Markets: Nonlinear Linkages," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 5(3), pages 1-11, October.
    4. Farzanegan, Mohammad Reza & Markwardt, Gunther, 2009. "The effects of oil price shocks on the Iranian economy," Energy Economics, Elsevier, vol. 31(1), pages 134-151, January.
    5. Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-248, April.
    6. El-Sharif, Idris & Brown, Dick & Burton, Bruce & Nixon, Bill & Russell, Alex, 2005. "Evidence on the nature and extent of the relationship between oil prices and equity values in the UK," Energy Economics, Elsevier, vol. 27(6), pages 819-830, November.
    7. Arouri, Mohamed El Hedi & Lahiani, Amine & Nguyen, Duc Khuong, 2011. "Return and volatility transmission between world oil prices and stock markets of the GCC countries," Economic Modelling, Elsevier, vol. 28(4), pages 1815-1825, July.
    8. Cong, Rong-Gang & Wei, Yi-Ming & Jiao, Jian-Lin & Fan, Ying, 2008. "Relationships between oil price shocks and stock market: An empirical analysis from China," Energy Policy, Elsevier, vol. 36(9), pages 3544-3553, September.
    9. Ghosh, Sajal & Kanjilal, Kakali, 2016. "Co-movement of international crude oil price and Indian stock market: Evidences from nonlinear cointegration tests," Energy Economics, Elsevier, vol. 53(C), pages 111-117.
    10. Berna Aydogan & Istemi Berk, 2015. "Crude Oil Price Shocks and Stock Returns: Evidences from Turkish Stock Market under Global Liquidity Conditions," International Journal of Energy Economics and Policy, Econjournals, vol. 5(1), pages 54-68.
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    Cited by:

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    2. Mohamed Albaity & Ray Saadaoui Mallek & Hasan Mustafa, 2022. "Bank Stock Return Reactions to the COVID-19 Pandemic: The Role of Investor Sentiment in MENA Countries," Risks, MDPI, vol. 10(2), pages 1-15, February.
    3. Hani El-Chaarani, 2019. "The Impact of Oil Prices on Stocks Markets: New Evidence During and After the Arab Spring in Gulf Cooperation Council Economies," International Journal of Energy Economics and Policy, Econjournals, vol. 9(4), pages 214-223.
    4. Togonidze, Sophio & Kočenda, Evžen, 2022. "Macroeconomic responses of emerging market economies to oil price shocks: An analysis by region and resource profile," Economic Systems, Elsevier, vol. 46(3).
    5. Parul Bhatia, 2021. "Sustainability Of Exchange Rates And Crude Oil Prices Connection With Covid-19: An Investigation For Brics," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 5, pages 19-29, October.
    6. Theophilus Teye Osah & Andre Varella Mollick, 2023. "Stock and oil price returns in international markets: Identifying short and long-run effects," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 47(1), pages 116-141, March.
    7. Rodrigo A. Morales Fernández Rafaelly & Roberto J. Santillán-Salgado, 2021. "Oil price effect on sectoral stock returns: A conditional covariance and correlation approach for Mexico," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 16(1), pages 1-15, Enero - M.
    8. Muhammad Ali, Khalid M. Iraqi, Abdul Waheed Khan, 2019. "Impact of Oil Prices on Stock Market Performance: Evidence from Top Oil Importing Countries," Journal of Finance and Economics Research, Geist Science, Iqra University, Faculty of Business Administration, vol. 4(2), pages 1-14, October.
    9. Adnan Ali Shahzad & Shabbir Ahmad & Naveed Hayat & Muhammad Imran & Jamshaid Ur Rehman, 2022. "Impact Of Oil Price, Exchange Rate, And Interest Rate On Stock Market Of Pakistan," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 11(1), pages 172-183.
    10. Muhammad Hanif, 2024. "Co-movement of Oil and Stock Markets During COVID-19: Evidence from the Gulf Corporation Council," Contemporary Review of the Middle East, , vol. 11(3), pages 338-359, September.

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    More about this item

    Keywords

    Crude oil; BSE Energy Index; Nifty; Vector Autoregression;
    All these keywords.

    JEL classification:

    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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