IDEAS home Printed from https://ideas.repec.org/a/spr/snbeco/v2y2022i8d10.1007_s43546-022-00267-6.html
   My bibliography  Save this article

Testing volatility and relationship among BRICS stock market returns

Author

Listed:
  • Soumya Ganguly

    (Barrackpore Rastraguru Surendranath College)

  • Amalendu Bhunia

    (University of Kalyani)

Abstract

BRICS economies are important in recent times because the economic growth rates will be higher than the growth rates of G-6 economies in the near future. But the year 2020 has smashed up this tendency due to volatile stock markets of BRICS economies. A detailed examination of the BRICS stock market to determine volatility and relationships since the crisis of 2020 is hardly available in the available research. With this in mind, an attempt has been made to track the stock market's volatility and relationship among the BRICS (Brazil, Russia, India, China, and South Africa) stock market return based on the daily for the period from November 18, 2019 to May 7, 2021. This study deals with the statistical test of GARCH family model and ARDL model. GARCH model shows that the stock market of Russia and India are volatile. The EGARCH model demonstrates that leverage effect exists only in the Indian stock market. ARDL test validates a long-run relationship of the stock market of Russia with China and of the Indian stock market with South Africa. ARDL test also shows a short-run relationship running from the Brazil stock market to the other select stock market, from the Indian stock market to the stock markets of Brazil and South Africa, and from the South African stock market to the Indian stock market. So it can finally be said that investors under the BRICS stock markets should design adequate measures to protect their investments by executing appropriate hedging plan.

Suggested Citation

  • Soumya Ganguly & Amalendu Bhunia, 2022. "Testing volatility and relationship among BRICS stock market returns," SN Business & Economics, Springer, vol. 2(8), pages 1-15, August.
  • Handle: RePEc:spr:snbeco:v:2:y:2022:i:8:d:10.1007_s43546-022-00267-6
    DOI: 10.1007/s43546-022-00267-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s43546-022-00267-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s43546-022-00267-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Siva Kiran & Prabhakar Rao.R, 2019. "Analysis of Stock Market Efficiency in Emerging Markets: Evidence from BRICS," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 22(72), pages 60-77, June.
    2. Kumar Tiwari, Aviral & Billah Dar, Arif & Bhanja, Niyati & Shah, Aasif, 2013. "Stock Market Integration in Asian Countries: evidence from Wavelet multiple correlations," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 28, pages 441-456.
    3. Baek, Seungho & Mohanty, Sunil K. & Glambosky, Mina, 2020. "COVID-19 and stock market volatility: An industry level analysis," Finance Research Letters, Elsevier, vol. 37(C).
    4. HaiYue Liu & Aqsa Manzoor & CangYu Wang & Lei Zhang & Zaira Manzoor, 2020. "The COVID-19 Outbreak and Affected Countries Stock Markets Response," IJERPH, MDPI, vol. 17(8), pages 1-19, April.
    5. Uddin, Moshfique & Chowdhury, Anup & Anderson, Keith & Chaudhuri, Kausik, 2021. "The effect of COVID – 19 pandemic on global stock market volatility: Can economic strength help to manage the uncertainty?," Journal of Business Research, Elsevier, vol. 128(C), pages 31-44.
    6. Dr. Ranjan Dasgupta, 2014. "Integration and Dynamic Linkages of the Indian Stock Market with Bric - An Empirical Study," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 4(6), pages 715-731, June.
    7. Dirceu Pereira, 2018. "Financial Contagion in the BRICS Stock Markets: An empirical analysis of the Lehman Brothers Collapse and European Sovereign Debt Crisis," Journal of Economics and Financial Analysis, Tripal Publishing House, vol. 2(1), pages 1-44.
    8. Prashant Joshi, 2010. "Modeling Volatility in Emerging Stock Markets Of India And China," Journal of Quantitative Economics, The Indian Econometric Society, vol. 8(1), pages 86-94, January.
    9. Ichev, Riste & Marinč, Matej, 2018. "Stock prices and geographic proximity of information: Evidence from the Ebola outbreak," International Review of Financial Analysis, Elsevier, vol. 56(C), pages 153-166.
    10. Ashraf, Badar Nadeem, 2020. "Stock markets’ reaction to COVID-19: Cases or fatalities?," Research in International Business and Finance, Elsevier, vol. 54(C).
    11. J. Vineesh Prakash & D. K. Nauriyal & Sandeep Kaur, 2017. "Assessing Financial Integration of BRICS Equity Markets: An Empirical Analysis," Emerging Economy Studies, International Management Institute, vol. 3(2), pages 127-138, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nyakurukwa, Kingstone & Seetharam, Yudhvir, 2023. "Quantile and asymmetric return connectedness among BRICS stock markets," The Journal of Economic Asymmetries, Elsevier, vol. 27(C).
    2. Hassan Zada & Huma Maqsood & Shakeel Ahmed & Muhammad Zeb Khan, 2023. "Information shocks, market returns and volatility: a comparative analysis of developed equity markets in Asia," SN Business & Economics, Springer, vol. 3(1), pages 1-22, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mohd Ziaur Rehman & Shabeer Khan & Ghulam Abbas & Mohammed Alhashim, 2023. "Novel COVID-19 Outbreak and Global Uncertainty in the Top-10 Affected Countries: Evidence from Wavelet Coherence Approach," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    2. Zhang, Wenwen & Cao, Shuo & Zhang, Xuan & Qu, Xuefeng, 2023. "COVID-19 and stock market performance: Evidence from the RCEP countries," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 717-735.
    3. Sun, Yunchuan & Wu, Mengyuan & Zeng, Xiaoping & Peng, Zihan, 2021. "The impact of COVID-19 on the Chinese stock market: Sentimental or substantial?," Finance Research Letters, Elsevier, vol. 38(C).
    4. Velásquez, Jorge Sepúlveda & Griñen, Pablo Tapia & Henríquez, Boris Pastén, 2022. "Emerging market dynamics in H1N1 and COVID-19 pandemics," Economics Letters, Elsevier, vol. 218(C).
    5. P. K. Mishra & S. K. Mishra, 2022. "Is the Impact of COVID-19 Significant in Determining Equity Market Integration? Insights from BRICS Economies," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 14(2), pages 137-162, May.
    6. Isabel Carrillo-Hidalgo & Juan Ignacio Pulido-Fernández & José Luis Durán-Román & Jairo Casado-Montilla, 2023. "COVID-19 and tourism sector stock price in Spain: medium-term relationship through dynamic regression models," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-24, December.
    7. Zhang, Hongwei & Hong, Huojun & Guo, Yaoqi & Yang, Cai, 2022. "Information spillover effects from media coverage to the crude oil, gold, and Bitcoin markets during the COVID-19 pandemic: Evidence from the time and frequency domains," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 267-285.
    8. Hasan, Md. Bokhtiar & Mahi, Masnun & Hassan, M. Kabir & Bhuiyan, Abul Bashar, 2021. "Impact of COVID-19 pandemic on stock markets: Conventional vs. Islamic indices using wavelet-based multi-timescales analysis," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    9. Müller, Fernanda Maria & Santos, Samuel Solgon & Righi, Marcelo Brutti, 2023. "A description of the COVID-19 outbreak role in financial risk forecasting," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    10. Cervantes, Paula & Díaz, Antonio & Esparcia, Carlos & Huélamo, Diego, 2022. "The impact of COVID-19 induced panic on stock market returns: A two-year experience," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 1075-1097.
    11. Salisu, Afees A. & Shaik, Muneer, 2022. "Islamic Stock indices and COVID-19 pandemic," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 282-293.
    12. Niculaescu, Corina E. & Sangiorgi, Ivan & Bell, Adrian R., 2023. "Does personal experience with COVID-19 impact investment decisions? Evidence from a survey of US retail investors," International Review of Financial Analysis, Elsevier, vol. 88(C).
    13. Al-Maadid, Alanoud & Alhazbi, Saleh & Al-Thelaya, Khaled, 2022. "Using machine learning to analyze the impact of coronavirus pandemic news on the stock markets in GCC countries," Research in International Business and Finance, Elsevier, vol. 61(C).
    14. Kanamura, Takashi, 2022. "Timing differences in the impact of Covid-19 on price volatility between assets," Finance Research Letters, Elsevier, vol. 46(PB).
    15. Emre BULUT & Ahmed İhsan ŞİMŞEK, 2023. "The Relationship Between the Stock Market Volatility, Liquidity, Exchange Rate Return, and Stock Return During the COVID-19 Period: The case of the BIST 100 Index," Bingol University Journal of Economics and Administrative Sciences, Bingol University, Faculty of Economics and Administrative Sciences, vol. 7(1), pages 121-135, June.
    16. Mensi, Walid & Al Rababa'a, Abdel Razzaq & Vo, Xuan Vinh & Kang, Sang Hoon, 2021. "Asymmetric spillover and network connectedness between crude oil, gold, and Chinese sector stock markets," Energy Economics, Elsevier, vol. 98(C).
    17. Herjuna Qobush Izzahdi & Ani Wilujeng Suryani, 2023. "COVID-19 Vaccination, Government Strict Policy and Capital Market Volatility: Evidence from ASEAN Countries," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 2, pages 117-135.
    18. Wang, Zhixuan & Dong, Yanli & Liu, Ailan, 2022. "How does China's stock market react to supply chain disruptions from COVID-19?," International Review of Financial Analysis, Elsevier, vol. 82(C).
    19. Tong, Yuan & Wan, Ning & Dai, Xingyu & Bi, Xiaoyi & Wang, Qunwei, 2022. "China's energy stock market jumps: To what extent does the COVID-19 pandemic play a part?," Energy Economics, Elsevier, vol. 109(C).
    20. Farooque, Omar Al & Baghdadi, Ghasan & Trinh, Hai Hong & Khandaker, Sarod, 2023. "Stock liquidity during COVID-19 crisis: A cross-country analysis of developed and emerging economies, and economic policy uncertainty," Emerging Markets Review, Elsevier, vol. 55(C).

    More about this item

    Keywords

    BRICS stock markets; Volatility; Relationship; GARCH; EGARCH; ARDL;
    All these keywords.

    JEL classification:

    • F02 - International Economics - - General - - - International Economic Order and Integration
    • G1 - Financial Economics - - General Financial Markets
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:snbeco:v:2:y:2022:i:8:d:10.1007_s43546-022-00267-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.