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Return and volatility spillovers among stock markets: BRICS countries experience

Author

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  • Pradiptarathi Panda
  • M. Thiripalraju

Abstract

This study examines the spillovers among stock markets for Brazil, Russia, India, China and South Africa (BRICS). We consider daily data for BRICS countries from 26 June 2002 to 31 July 2014 with 2,866 observations. We first test the stationarity of data series, employ VAR Granger causality test among stock indices to capture return spillover effect and to proceed we employ exponential generalised autoregressive conditional heteroscadasticity (EGARCH) model to capture the volatility spillover effect as well as asymmetric spillover effect. We find the presence of bidirectional and unidirectional return spillover and negative news impacts more on volatility of these countries' stock markets. Further, we find diversification does not give any economic value from India, Russia and Brazil stock markets to China stock market. The knowledge of transformation of information from one market to another market helps to develop hedging strategy, finds diversification opportunities and captures the efficiency of the market.

Suggested Citation

  • Pradiptarathi Panda & M. Thiripalraju, 2018. "Return and volatility spillovers among stock markets: BRICS countries experience," Afro-Asian Journal of Finance and Accounting, Inderscience Enterprises Ltd, vol. 8(2), pages 148-166.
    • Handle: RePEc:ids:afasfa:v:8:y:2018:i:2:p:148-166
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    Citations

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    Cited by:

    1. Pradiptarathi Panda & Wasim Ahmad & M. Thiripalraju, 2023. "Better to Give than to Receive: A Study of BRICS Countries Stock Markets," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 22(2), pages 164-188, June.
    2. Kai Shi, 2021. "Spillovers of Stock Markets among the BRICS: New Evidence in Time and Frequency Domains before the Outbreak of COVID-19 Pandemic," JRFM, MDPI, vol. 14(3), pages 1-37, March.
    3. Francisco Jareño & Ana Escribano & Zaghum Umar, 2023. "The impact of the COVID-19 outbreak on the connectedness of the BRICS’s term structure," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    4. Panda, Ajaya Kumar & Panda, Pradiptarathi & Nanda, Swagatika & Parad, Atul, 2021. "Information bias and its spillover effect on return volatility: A study on stock markets in the Asia-Pacific region," Pacific-Basin Finance Journal, Elsevier, vol. 69(C).
    5. Vlasova, E. & Luo, D., 2022. "Volatility spillover between the Russia-India-China triad and the United States: A multivariate generalized autoregressive conditional heteroscedasticity analysis," Journal of the New Economic Association, New Economic Association, vol. 54(2), pages 111-128.
    6. Cynthia Sari DEWI & Florentina KURNIASARI & Helena DEWI & Eko ENDARTO & Nurhuda NIZAR, 2021. "Return Spillover Between The U.S., Japanese, And Indonesian Stock Market During Covid-19," Business Excellence and Management, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 11(5), pages 196-207, October.

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