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Emerging market debt and the COVID‐19 pandemic: A time–frequency analysis of spreads and total returns dynamics

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  • Mariya Gubareva
  • Zaghum Umar

Abstract

We apply wavelet analyses to study the impact of COVID‐19 pandemic on the performance of emerging market bonds, in both investment grade and high yield ranges of creditworthiness. Our results show varying level of coherence ranging from low, medium and high between the Coronavirus Media Coverage index and the price moves of the emerging market USD‐denominated debt. We attribute the intervals of low coherence levels to the diversification potential during a systemic pandemic such as COVID‐19 of investments in bonds issued by developing economies. We document differences in patterns exhibited by various indices describing behaviour of option‐adjusted spreads and total returns as a function of credit quality of issuers form emerging market economies. We report well‐defined zones of the regime switching between the lead and lag roles of the emerging market bonds vis‐à‐vis the media coverage.

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  • Mariya Gubareva & Zaghum Umar, 2023. "Emerging market debt and the COVID‐19 pandemic: A time–frequency analysis of spreads and total returns dynamics," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 112-126, January.
    • Handle: RePEc:wly:ijfiec:v:28:y:2023:i:1:p:112-126
    DOI: 10.1002/ijfe.2408
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    1. Stereńczak, Szymon & Zaremba, Adam & Umar, Zaghum, 2020. "Is there an illiquidity premium in frontier markets?," Emerging Markets Review, Elsevier, vol. 42(C).
    2. Zhang, Dayong & Hu, Min & Ji, Qiang, 2020. "Financial markets under the global pandemic of COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    3. Stefano Ramelli & Alexander F Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 622-655.
    4. Dash, Saumya Ranjan & Maitra, Debasish, 2018. "Does sentiment matter for stock returns? Evidence from Indian stock market using wavelet approach," Finance Research Letters, Elsevier, vol. 26(C), pages 32-39.
    5. Rua, António & Nunes, Luís C., 2009. "International comovement of stock market returns: A wavelet analysis," Journal of Empirical Finance, Elsevier, vol. 16(4), pages 632-639, September.
    6. Zaremba, Adam & Umar, Zaghum & Mikutowski, Mateusz, 2019. "Inflation hedging with commodities: A wavelet analysis of seven centuries worth of data," Economics Letters, Elsevier, vol. 181(C), pages 90-94.
    7. Colin A. Carter & Gordon C. Rausser & Aaron Smith, 2011. "Commodity Booms and Busts," Annual Review of Resource Economics, Annual Reviews, vol. 3(1), pages 87-118, October.
    8. Viral V Acharya & Sascha Steffen, 2020. "The Risk of Being a Fallen Angel and the Corporate Dash for Cash in the Midst of COVID," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 430-471.
    9. Debojyoti Das & M. Kannadhasan & Aviral Kumar Tiwari & Khamis Hamed Al-Yahyaee, 2018. "Has co-movement dynamics in emerging stock markets changed after global financial crisis? New evidence from wavelet analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 25(20), pages 1447-1453, November.
    10. Kirikkaleli, Dervis & Athari, Seyed Alireza, 2020. "Time-frequency co-movements between bank credit supply and economic growth in an emerging market: Does the bank ownership structure matter?," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    11. Zaghum Umar & Dimitrios Kenourgios & Muhammad Naeem & Khadija Abdulrahman & Salma Al Hazaa, 2020. "The inflation hedging capacity of Islamic and conventional equities," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 47(6), pages 1377-1399, May.
    12. Kenourgios, Dimitrios & Umar, Zaghum & Lemonidi, Paraskevi, 2020. "On the effect of credit rating announcements on sovereign bonds: International evidence," International Economics, Elsevier, vol. 163(C), pages 58-71.
    13. Oguzhan Cepni & Yavuz Selim Hacihasanoglu & Muhammed Hasan Yilmaz, 2020. "Credit decomposition and economic activity in Turkey: A wavelet-based approach," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 20(3), pages 109-131.
    14. Bukovina, Jaroslav, 2016. "Social media big data and capital markets—An overview," Journal of Behavioral and Experimental Finance, Elsevier, vol. 11(C), pages 18-26.
    15. Olivier J. Blanchard & Mitali Das & Hamid Faruqee, 2010. "The Initial Impact of the Crisis on Emerging Market Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 41(1 (Spring), pages 263-323.
    16. Mariya Gubareva & Maria Rosa Borges, 2016. "Typology for flight-to-quality episodes and downside risk measurement," Applied Economics, Taylor & Francis Journals, vol. 48(10), pages 835-853, February.
    17. Spierdijk, Laura & Umar, Zaghum, 2014. "Stocks for the long run? Evidence from emerging markets," Journal of International Money and Finance, Elsevier, vol. 47(C), pages 217-238.
    18. Roman Kräussl & Elizaveta Mirgorodskaya, 2017. "Media, sentiment and market performance in the long run," The European Journal of Finance, Taylor & Francis Journals, vol. 23(11), pages 1059-1082, September.
    19. Zaghum Umar & Choudhry Tanveer Shehzad & Aristeidis Samitas, 2019. "The demand for eurozone stocks and bonds in a time-varying asset allocation framework," The European Journal of Finance, Taylor & Francis Journals, vol. 25(11), pages 994-1011, July.
    20. Fredj Jawadi & Nabila Jawadi & Abdoulkarim Idi Cheffou, 2020. "Wavelet analysis of the conventional and Islamic stock market relationship ten years after the global financial crisis," Applied Economics Letters, Taylor & Francis Journals, vol. 27(6), pages 466-472, March.
    21. Gao, Haoyu & Wang, Junbo & Wang, Yanchu & Wu, Chunchi & Dong, Xi, 2020. "Media Coverage and the Cost of Debt," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(2), pages 429-471, March.
    22. Cepoi, Cosmin-Octavian, 2020. "Asymmetric dependence between stock market returns and news during COVID-19 financial turmoil," Finance Research Letters, Elsevier, vol. 36(C).
    23. Djankov, Simeon & Panizza, Ugo (ed.), 2020. "COVID-19 in Developing Economies," Vox eBooks, Centre for Economic Policy Research, number p330.
    24. Didier, Tatiana & Hevia, Constantino & Schmukler, Sergio L., 2012. "How resilient and countercyclical were emerging economies during the global financial crisis?," Journal of International Money and Finance, Elsevier, vol. 31(8), pages 2052-2077.
    25. Mariya Gubareva & Maria Rosa Borges, 2018. "Binary interest rate sensitivities of emerging market corporate bonds," The European Journal of Finance, Taylor & Francis Journals, vol. 24(17), pages 1569-1586, November.
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