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Volatility transmission across international markets amid COVID 19 pandemic

Author

Listed:
  • Hechem Ajmi
  • Nadia Arfaoui
  • Karima Saci

Abstract

Purpose - This paper aims to investigate the volatility transmission across stocks, gold and crude oil markets before and during the novel coronavirus (COVID-19) crisis. Design/methodology/approach - A multivariate vector autoregression (VAR)-Baba, Engle, Kraft and Kroner generalized autoregressive conditional heteroskedasticity model (BEKK-GARCH) is used to assess volatility transmission across the examined markets. The sample is divided as follows. The first period ranging from 02/01/2019 to 10/03/2020 defines the pre-COVID-19 crisis. The second period is from 11/03/2020 to 05/10/2020, representing the COVID-19 crisis period. Then, a robustness test is used using exponential GARCH models after including an exogenous variable capturing the growth of COVID-19 confirmed death cases worldwide with the aim to test the accuracy of the VAR-BEKK-GARCH estimated results. Findings - Results indicate that the interconnectedness among the examined market has been intensified during the COVID-19 crisis, proving the lack of hedging opportunities. It is also found that stocks and Gold markets lead the crude oil market especially during the COVID-19 crisis, which explains the freefall of the crude oil price during the health crisis. Similarly, results show that Gold is most likely to act as a diversifier rather than a hedging tool during the current health crisis. Originality/value - Although the recent studies in the field focused on analyzing the relationships between different markets during the first quarter of 2020, this study considers a larger data set with the aim to assess the volatility transmission across the examined international markets Amid the COVID-19 crisis, while it shows the most significant impact on various financial markets compared to other diseases.

Suggested Citation

  • Hechem Ajmi & Nadia Arfaoui & Karima Saci, 2021. "Volatility transmission across international markets amid COVID 19 pandemic," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 38(5), pages 926-945, June.
  • Handle: RePEc:eme:sefpps:sef-11-2020-0449
    DOI: 10.1108/SEF-11-2020-0449
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    Citations

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    Cited by:

    1. Arfaoui, Nadia & Naeem, Muhammad Abubakr & Boubaker, Sabri & Mirza, Nawazish & Karim, Sitara, 2023. "Interdependence of clean energy and green markets with cryptocurrencies," Energy Economics, Elsevier, vol. 120(C).
    2. Arfaoui, Nadia & Yousaf, Imran & JareƱo, Francisco, 2023. "Return and volatility connectedness between gold and energy markets: Evidence from the pre- and post-COVID vaccination phases," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 617-634.

    More about this item

    Keywords

    Gold; Crude oil; Stocks; COVID-19 pandemic; Volatility transmission; C58; G13; L19;
    All these keywords.

    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
    • L19 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Other

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