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Indian Journal of Finance

ISSN: 0973-8711 Frequency: Monthly Peer Review: Double-blind Published since: 2007 Language: English
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Original Article

Open Access Original Article

Covid-19 Pandemic and Volatility Spillover Effects on Foreign Exchange Rates

Silky Vigg Kushwah1,  Pushpa Negi2

1 Professor , Department of Finance, New Delhi Institute of Management, 50 (B & C), Mehrauli - Badarpur Road, Behind Batra Hospital, Tughlakabad Institutional Area, New Delhi - 110 062

2 Associate Professor, Department of Finance, New Delhi Institute of Management, 50 (B & C), Mehrauli - Badarpur Road, Behind Batra Hospital, Tughlakabad Institutional Area, New Delhi - 110 062

Volume 18
Issue 6
Pages 8–25
Year 2024
Received: Aug. 5, 2023 Accepted: April 23, 2024 Published: June 15, 2024
Abstract

Purpose: The study aimed to examine the impact of COVID-19 on exchange rate volatility in five major emerging economies: the Indian rupee, Brazilian real, Mexican peso, Chinese yuan, and South African rand. Advanced statistical analysis techniques, including the GARCH (1,1) model and asymmetric volatility models, were employed to uncover significant insights.Design/Methodology/Approach : The influence of unfavorable COVID-19 news on exchange rate volatility in the five key emerging nations described above was examined using sophisticated statistical analytic approaches, such as the GARCH (1,1) model and asymmetric volatility models.

Findings: The study found that past-day volatility greatly impacted current-day volatility, supporting the existence of the ARCH effect. Surprisingly, external independent variables—LBR, LCY, LMP, and LSR—demonstrated no significant impact on the volatility of LIR, highlighting susceptibility to internal shocks. The results of further using asymmetric volatility models to evaluate long-term consequences indicated that COVID-19 did not affect these variables. Exchange rate returns were not volatile even in the face of bad pandemic-related news.Practical

Implications: The study enhanced the body of knowledge on COVID-19’s effects on currency exchange rates while offering managers and marketers useful advice on navigating currency volatility.

Originality: In contrast to other research, this study contributed to the body of knowledge by examining the effects of COVID-19 on exchange rate volatility within important emerging markets using advanced statistical approaches. It sheds light on the intricate dynamics of currency changes during crises, providing new insights that are beneficial to scholars and experts in the field of international finance.

Keywords volatility spillover foreign exchange rates emerging economies GARCH. JEL Classification Code
How to Cite

Silky Vigg Kushwah, Pushpa Negi (2024). Covid-19 Pandemic and Volatility Spillover Effects on Foreign Exchange Rates. Indian Journal of Finance, 18(6), 8–25. https://doi.org/10.17010/ijf/2024/v18i6/173966

References
  1. Akhtaruzzaman, M., Abdel-Qader, W., Hammami, H., & Shams, S. (2021). Is China a source of financial contagion? Finance Research Letters, 38, 101393. https://doi.org/10.1016/j.frl.2019.101393
  2. Al-Awadhi, A. M., Alsaifi, K., Al-Awadhi, A., & Alhammadi, S. (2020). Death and contagious infectious diseases: Impact of COVID-19 virus on stock market returns. Journal of Behavioral and Experimental Finance, 27, 100326. https://doi.org/10.1016/j.jbef.2020.100326
  3. Barua, S. (2020). Understanding coronanomics: The economic implications of the Coronavirus (COVID-19) pandemic. Available at SSRN. https://doi.org/10.2139/ssrn.3566477
  4. Bekaert, G., & Harvey, C. R. (1995). Time-varying world market integration. The Journal of Finance, 50(2), 403–444. https://doi.org/10.1111/j.1540-6261.1995.tb04790.x
  5. Benzid, L., & Chebbi, K. (2020). The impact of COVID-19 on exchange rate volatility: Evidence through GARCH model. Available at SSRN. https://doi.org/10.2139/ssrn.3612141
  6. Ceylan, R. F., Ozkan, B., & Mulazimogullari, E. (2020). Historical evidence for economic effects of COVID-19. The European Journal of Health Economics, 21(6), 817–823. https://doi.org/10.1007/s10198-020-01206-8
  7. Corbet, S., Hou, Y., Hu, Y., Oxley, L., & Xu, D. (2021). Pandemic-related financial market volatility spillovers: Evidence from the Chinese COVID-19 epicentre. International Review of Economics & Finance, 71, 55–81. https://doi.org/10.1016/j.iref.2020.06.022
  8. De Vito, A., & Gomez, J.-P. (2020). Estimating the COVID-19 cash crunch: Global evidence and policy. Available at SSRN. https://doi.org/10.2139/ssrn.3560612
  9. Dikshita, & Singh, H. (2019). Estimating and forecasting volatility using ARIMA model: A study on NSE, India. Indian Journal of Finance, 13(5), 37–51. https://doi.org/10.17010/ijf/2019/v13i5/144184
  10. Dineri, E., & Çütçü, İ. (2020). The COVID-19 process and the exchange rate relation: An application on Turkey. Research Square. https://doi.org/10.21203/rs.3.rs-49026/v1
  11. Feng, G.-F., & Yang, H.-C., Gong, Q., & Chang, C.-P. (2021). What is the exchange rate volatility response to COVID-19 and government interventions? Economic Analysis and Policy, 69, 705–719. https://doi.org/10.1016/j.eap.2021.01.018
  12. Garg, B., & Prabheesh, K. P. (2021). The nexus between the exchange rates and interest rates: Evidence from BRIICS economies during the COVID-19 pandemic. Studies in Economics and Finance, 38(2), 469–486. https://doi.org/10.1108/SEF-09-2020-0387
  13. Hofmann, B., Shim, I., & Shin, H. S. (2021). Emerging market economy exchange rates and local currency bond markets amid the COVID-19 pandemic. Available at SSRN. https://doi.org/10.2139/ssrn.3761875
  14. Huynh, C. M. (2021). Foreign direct investment and income inequality: Does institutional quality matter? The Journal of International Trade & Economic Development, 30(8), 1231–1243. https://doi.org/10.1080/09638199.2021.1942164
  15. ILO & OECD (Organisation for Economic Co-operation and Development). (2020). The impact of the COVID-19 pandemic on jobs and incomes in G20 economies (3rd Employment Working Group Meeting). https://www.ilo.org/publications/impact-covid-19-pandemic-jobsand-incomes-g20-economies-0
  16. Iyke, B. N. (2020). The disease outbreak channel of exchange rate return predictability: Evidence from COVID-19. Emerging Markets Finance and Trade, 56(10), 2277–2297. https://doi.org/10.1080/1540496X.2020.1784718
  17. Joshi, H. (2022). Asset correlation and the optimal portfolio size determination – Case of Nifty 50 and NASDAQ 100 indices. Indian Journal of Research in Capital Markets, 9(1), 8–17. https://doi.org/10.17010/ijrcm/2022/v9i1/170400
  18. Kushwah, S. V., & Garg, M. (2020). The determinants of foreign direct investment: A VECM approach. International Journal of Accounting and Business Finance, 6(2), 55–70. https://doi.org/10.4038/ijabf.v6i2.71
  19. Kushwah, S. V., & Negi, P. (2023). Impact of Covid-19 on the stock performance: A study of oil and gas companies listed on National Stock Exchange. The Journal of Indian Management and Strategy, 28(4), 28–38.
  20. Kushwah, S. V., & Vigg, C. A. (2023). The effect of credit rating announcements on stock returns of banks in India. Afro-Asian Journal of Finance and Accounting, 13(1), 41–53. https://doi.org/10.1504/AAJFA.2023.128619
  21. Kushwah, S. V., Siddiqui, A. A., & Singh, P. (2022). Dynamics of financial development, innovation, trade, and economic growth: Evidence from developed and developing nations. International Journal of Accounting and Business Finance, 8(1), 102–122. https://doi.org/10.4038/ijabf.v8i1.121
  22. Lal, M., Kumar, S., Pandey, D. K., Rai, V. K., & Lim, W. M. (2023). Exchange rate volatility and international trade. Journal of Business Research, 167, 114156. https://doi.org/10.1016/j.jbusres.2023.114156
  23. Li, C., Su, Z.-W., Yaqoob, T., & Sajid, Y. (2021). COVID-19 and currency market: A comparative analysis of exchange rate movement in China and USA during pandemic. Economic Research, 35(1), 2477–2492. https://doi.org/10.1080/1331677X.2021.1959368
  24. Luckieta, M., & Alamsyah, D. P. (2020). The COVID-19 versus exchange rates. Journal of Critical Reviews, 7(19), 9391–9394. https://doi.org/10.31838/jcr.07.19.1048
  25. Lütkepohl, H., & Xu, F. (2012). The role of the log transformation in forecasting economic variables. Empirical Economics, 42, 619–638. https://doi.org/10.1007/s00181-010-0440-1
  26. Marin, E., & Corsetti, G. (2020, April 3). The dollar and international capital flows in the COVID-19 crisis. VOXEU. https://voxeu.org/article/covid-19-crisis-dollar-and-capital-flows
  27. Masih, R., & Masih, A. M. (2001). Long and short term dynamic causal transmission amongst international stock markets. Journal of International Money and Finance, 20(4), 563–587. https://doi.org/10.1016/S0261-5606(01)00012-2
  28. Morina, F., Hysa, E., Ergün, U., Panait, M., & Voica, M. C. (2020). The effect of exchange rate volatility on economic growth: Case of the CEE countries. Journal of Risk and Financial Management, 13(8), 177. https://doi.org/10.3390/jrfm13080177
  29. Muthukamu, M., Amutha, S., & Amudha, R. (2024). Exploring the asymmetric price behavior of health care and pharma sector stocks of NSE in the pandemic period. Indian Journal of Finance, 18(1), 57–71. https://doi.org/10.17010/ijf/2024/v18i1/171878
  30. Nathani, N., & Kushwah, S. V. (2022). Volatility study in some of the emerging stock markets: A GARCH approach. World Review of Science, Technology and Sustainable Development, 18(3–4), 364–378. https://doi.org/10.1504/WRSTSD.2022.123781
  31. Negi, P., Chakraborty, A., & Mathur, G. (2011). Long-term price linkages between the equity markets and oil prices: A study of two big oil consuming countries of Asia. Middle Eastern Finance and Economics, 14, 140–151.
  32. Negi, P., Sankpal, S., & Mathur, G. (2012). Financial market integration and financial crises: The case of big emerging market (BEM) economies. International Journal of Economics and Business Research, 4(6), 622–638. https://doi.org/10.1504/IJEBR.2012.049530
  33. Negi, P., Sharma, S., & Sankpal, S. (2010). Determinants of capital structure decisions: A study of Indian cement industry. Key Drives of Organizational Excellence, 65–74.
  34. Raksong, S., & Sombatthira, B. (2021). Econometric analysis of the determinants of real effective exchange rate in the emerging ASEAN countries. The Journal of Asian Finance, Economics and Business, 8(3), 731–740. https://doi.org/10.13106/jafeb.2021.vol8.no3.0731
  35. Riyazahmed, K., & Sriram, M. (2024). Do cash holdings impact the financials of companies? Evidence from India. Indian Journal of Finance, 18(3), 8–24. https://doi.org/10.17010/ijf/2024/v18i3/173614
  36. Sharma, S. S., Phan, D. H., & Narayan, P. K. (2019). Exchange rate effects of US government shutdowns: Evidence from both developed and emerging markets. Emerging Markets Review, 40, 100626. https://doi.org/10.1016/j.ememar.2019.100626
  37. Siddiqui, A. A., & Kushwah, S. V. (2021). Carbon emissions, economic growth and trade: Empirical evidence from trading nations. International Journal of Technology Management & Sustainable Development, 20(1), 61–78. https://doi.org/10.3390/su14159396
  38. Siddiqui, A. A., & Kushwah, S. V. (2022). Oil prices and equity returns: Analysis of oil exporting economies. Bank Parikrama, 47(3–4), 137–158.
  39. Soukotta, A., Yusuf, M., Zarkasi, & Efendi. (2023). Corporate actions, earning volatility, and exchange rate influence on stock price stability. Initiative: Journal of Economics, Accounting and Management, 2(2), 197–214. https://doi.org/10.30640/inisiatif.v2i2.807
  40. Subba, S., Pandian, B. M., & Vishal, R. S. (2023). The temporal study of spot and futures market volatility: Cross linkages among the equity, commodity, and forex markets in India. Indian Journal of Research in Capital Markets, 10(3–4), 8–28. https://doi.org/10.17010/ijrcm/2023/v10i3-4/173428
  41. UN Trade & Development. (2021). Trade and development report 2021. https://unctad.org/publication/trade-and-development-report-2021
  42. Veeravel, V., Karthikeyan, K., & Remiya, P. R. (2021). Is the Indian stock market affected by COVID-19? : Evidence from cases or fatalities. Indian Journal of Research in Capital Markets, 8(3), 52–61. https://doi.org/10.17010/ijrcm/2021/v8i3/167957
  43. Vevek, S., Selvam, M., & Sivaprakkash, S. (2022). The persistence of volatility in Nifty 50. Indian Journal of Research in Capital Markets, 9(2–3), 8–18. https://doi.org/10.17010/ijrcm/2022/v9i2-3/172549
  44. Villarreal-Samaniego, D. (2021). The dynamics of oil prices, COVID-19 and exchange rates in five emerging economies in the atypical first quarter of 2020. Management Studies, 37(158), 17–27. https://doi.org/10.18046/j.estger.2021.158.4042
  45. Zaremba, A., Kizys, R., Aharon, D. Y., & Demir, E. (2020). Infected markets: Novel coronavirus, government interventions, and stock return volatility around the globe. Finance Research Letters, 35, 101597. https://doi.org/10.1016/j.frl.2020.101597
  46. Zhang, D., Hu, M., & Ji, Q. (2020). Financial markets under the global pandemic of COVID-19.Finance Research Letters, 36, 101528. https://doi.org/10.1016/j.frl.2020.101528
  47. Živkov, D., Njegić, J., & Balaban, S. (2019). Revealing the nexus between oil and exchange rate in the major emerging markets—The timescale analysis. International Journal of Finance & Economics, 24(2), 685–697. https://doi.org/10.1002/ijfe.1686
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