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Spillovers and financial integration in emerging markets: Analysis of BRICS economies within a VAR‐BEKK framework

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  • Saswat Patra
  • Pradiptarathi Panda

Abstract

This study estimates the return and volatility spillovers among the BRICS countries (internal) and between BRICS, gold, oil and US stock markets (external). We find that internal return and volatility spillovers are higher than their external spillover counterparts. Thus, investors would be better off diversifying their investments in gold, oil and US stock markets along with the emerging economies. Interestingly, we also find that the return spillovers are higher than their volatility spillover counterparts, thus presenting investors with an opportunity to diversify their portfolio risk. With respect to portfolio constitution, South Africa emerges as the top choice for investment within the BRICS, whereas gold is the preferred choice for investors outside the BRICS economies.

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  • Saswat Patra & Pradiptarathi Panda, 2021. "Spillovers and financial integration in emerging markets: Analysis of BRICS economies within a VAR‐BEKK framework," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 493-514, January.
  • Handle: RePEc:wly:ijfiec:v:26:y:2021:i:1:p:493-514
    DOI: 10.1002/ijfe.1801
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    as
    1. Majdoub, Jihed & Ben Sassi, Salim, 2017. "Volatility spillover and hedging effectiveness among China and emerging Asian Islamic equity indexes," Emerging Markets Review, Elsevier, vol. 31(C), pages 16-31.
    2. Aloui, Riadh & Aïssa, Mohamed Safouane Ben & Nguyen, Duc Khuong, 2011. "Global financial crisis, extreme interdependences, and contagion effects: The role of economic structure?," Journal of Banking & Finance, Elsevier, vol. 35(1), pages 130-141, January.
    3. Kocaarslan, Baris & Sari, Ramazan & Gormus, Alper & Soytas, Ugur, 2017. "Dynamic correlations between BRIC and U.S. stock markets: The asymmetric impact of volatility expectations in oil, gold and financial markets," Journal of Commodity Markets, Elsevier, vol. 7(C), pages 41-56.
    4. Raza, Naveed & Jawad Hussain Shahzad, Syed & Tiwari, Aviral Kumar & Shahbaz, Muhammad, 2016. "Asymmetric impact of gold, oil prices and their volatilities on stock prices of emerging markets," Resources Policy, Elsevier, vol. 49(C), pages 290-301.
    5. Parinaz Ezzati, 2013. "Analysis of Volatility Spillover Effects: Two-Stage Procedure Based on a Modified Garch-M," Economics Discussion / Working Papers 13-29, The University of Western Australia, Department of Economics.
    6. Adams, Zeno & Glück, Thorsten, 2015. "Financialization in commodity markets: A passing trend or the new normal?," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 93-111.
    7. Syriopoulos, Theodore & Makram, Beljid & Boubaker, Adel, 2015. "Stock market volatility spillovers and portfolio hedging: BRICS and the financial crisis," International Review of Financial Analysis, Elsevier, vol. 39(C), pages 7-18.
    8. Prasad, Nalin & Grant, Andrew & Kim, Suk-Joong, 2018. "Time varying volatility indices and their determinants: Evidence from developed and emerging stock markets," International Review of Financial Analysis, Elsevier, vol. 60(C), pages 115-126.
    9. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    10. Suleyman Basak & Anna Pavlova, 2016. "A Model of Financialization of Commodities," Journal of Finance, American Finance Association, vol. 71(4), pages 1511-1556, August.
    11. Bhar, Ramaprasad & Nikolova, Biljana, 2009. "Return, volatility spillovers and dynamic correlation in the BRIC equity markets: An analysis using a bivariate EGARCH framework," Global Finance Journal, Elsevier, vol. 19(3), pages 203-218.
    12. Jae-Kwang Hwang, 2014. "Spillover Effects of the 2008 Financial Crisis in Latin America Stock Markets," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 20(3), pages 311-324, August.
    13. Jae-Kwang Hwang & Alex Ogwu, 2016. "Spillover effects of the 2008 financial crisis on NIE stock markets," Applied Economics Letters, Taylor & Francis Journals, vol. 23(18), pages 1261-1264, December.
    14. Salisu, Afees A. & Oloko, Tirimisiyu F., 2015. "Modeling oil price–US stock nexus: A VARMA–BEKK–AGARCH approach," Energy Economics, Elsevier, vol. 50(C), pages 1-12.
    15. Carrieri, Francesca & Errunza, Vihang & Hogan, Ked, 2007. "Characterizing World Market Integration through Time," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(4), pages 915-940, December.
    16. Sui, Lu & Sun, Lijuan, 2016. "Spillover effects between exchange rates and stock prices: Evidence from BRICS around the recent global financial crisis," Research in International Business and Finance, Elsevier, vol. 36(C), pages 459-471.
    17. King, Mervyn A & Wadhwani, Sushil, 1990. "Transmission of Volatility between Stock Markets," Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 5-33.
    18. Roy, Rudra Prosad & Sinha Roy, Saikat, 2017. "Financial contagion and volatility spillover: An exploration into Indian commodity derivative market," Economic Modelling, Elsevier, vol. 67(C), pages 368-380.
    19. Gilenko, Evgenii & Fedorova, Elena, 2014. "Internal and external spillover effects for the BRIC countries: Multivariate GARCH-in-mean approach," Research in International Business and Finance, Elsevier, vol. 31(C), pages 32-45.
    20. Bhar, Ramaprasad & Nikolova, Biljana, 2007. "Analysis of Mean and Volatility Spillovers Using BRIC Countries, Regional and World Equity Index Returns," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 22, pages 369-381.
    21. Bhuyan, Rafiqul & Robbani, Mohammad G. & Talukdar, Bakhtear & Jain, Ajeet, 2016. "Information transmission and dynamics of stock price movements: An empirical analysis of BRICS and US stock markets," International Review of Economics & Finance, Elsevier, vol. 46(C), pages 180-195.
    22. Bekaert, Geert & Harvey, Campbell R., 2002. "Research in emerging markets finance: looking to the future," Emerging Markets Review, Elsevier, vol. 3(4), pages 429-448, December.
    23. Yaya, OlaOluwa S. & Tumala, Mohammed M. & Udomboso, Christopher G., 2016. "Volatility persistence and returns spillovers between oil and gold prices: Analysis before and after the global financial crisis," Resources Policy, Elsevier, vol. 49(C), pages 273-281.
    24. Henry, Peter Blair, 2000. "Do stock market liberalizations cause investment booms?," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 301-334.
    25. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    26. Kenourgios, Dimitris & Samitas, Aristeidis & Paltalidis, Nikos, 2011. "Financial crises and stock market contagion in a multivariate time-varying asymmetric framework," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(1), pages 92-106, February.
    27. Adams, Zeno & Glueck, Thorsten, 2014. "Financialization in Commodity Markets: A Passing Trend or the New Normal?," Working Papers on Finance 1413, University of St. Gallen, School of Finance, revised Aug 2015.
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