Dynamics of return and volatility spill-over between developed, emerging and African equity markets during the Covid-19 pandemic and Russia–Ukraine war

References

• Abbassi, W., Kumari, V., & Pandey, D. K. (2023). What makes firms vulnerable to the Russia-Ukraine crisis? The Journal of Risk Finance, 24(1), 24–39. doi:10.1108/JRF-05-2022-0108
   Web of Science ®Google Scholar
• Abuzayed, B., Bouri, E., Al-Fayoumi, N., & Jalkh, N. (2021). Systemic risk spillover across global and country stock markets during the COVID-19 pandemic. Economic Analysis and Policy, 71, 180–197. doi:10.1016/j.eap.2021.04.010
   Web of Science ®Google Scholar
• Agyei-Ampomah, S. (2011). Stock market integration in Africa. Managerial Finance, 37(3), 242–256. doi:10.1108/03074351111113306
   Web of Science ®Google Scholar
• Ahmad, W., Hernandez, J. A., Saini, S., & Mishra, R. K. (2021). The US equity sectors, implied volatilities, and COVID-19: What does the spillover analysis reveal? Resources Policy, 72, 102102. doi:10.1016/j.resourpol.2021.102102
   Web of Science ®Google Scholar
• Ahmed, A. D., & Huo, R. (2018). China-Africa financial market linkages: Volatility and interdependency. Journal of Policy Modeling, 40(6), 1140–1164. doi:10.1016/j.jpolmod.2018.05.002
   Web of Science ®Google Scholar
• Alagidede, P. (2009). Are African stock markets integrated with the rest of the world? African Finance Journal, 11(1), 37–53. https://hdl.handle.net/10520/EJC33739
   Google Scholar
• Albulescu, C. T. (2020). Coronavirus and oil price crash. SSRN Electronic Journal. Retrieved from https://ssrn.com/abstract=3553452 or doi:10.2139/ssrn.3553452
   Google Scholar
• Amewu, G., Junior, P. O., & Amenyitor, E. A. (2022). Co-movement between equity index and exchange rate: Fresh evidence from COVID-19 era. Scientific African, 16, e01146. doi:10.1016/j.sciaf.2022.e01146
   PubMedGoogle Scholar
• Anyikwa, I., & Le Roux, P. (2020). Integration of African stock markets with the developed stock markets: An analysis of co-movement, volatility and contagion. International Economic Journal, 34(2), 279–296. doi:10.1080/10168737.2020.1755715
   Google Scholar
• Aslam, F., Ferreira, P., Mughal, K. S., & Bashir, B. (2021). Intraday volatility spillovers among European financial markets during COVID-19. International Journal of Financial Studies, 9(1), 5. doi:10.3390/ijfs9010005
   Web of Science ®Google Scholar
• Baig, A., Butt, H. A., Haroon, O., & Rizvi, S. R. (2021). Death, panic, lockdowns and US equity markets: The case of COVID-19 pandemic. Finance Research Letters, 38, 101701. doi:10.1016/j.frl.2020.101701
   PubMed Web of Science ®Google Scholar
• Balli, F., Bruin, A., & Chowdhury, M. (2019). Spillovers and the determinants in Islamic equity markets. The North American Journal of Economics and Finance, 50, 101040. doi:10.1016/j.najef.2019.101040
   Web of Science ®Google Scholar
• Bello, J., Guo, J., & Newaz, K. (2022). Financial contagion effects of major crisis in African stock markets. International Review of Financial Analysis, 82, e102128. doi:10.1016/j.irfa.2022.102128
   Web of Science ®Google Scholar
• Benton, T. G., Froggatt, A., Wellesley, L., Grafham, O., King, R., Morisetti, N., … Schroder, P. (2022). The Ukraine war and threats to food and energy security: Cascading risks from rising prices and supply disruptions. Retrieved from https://www.chathamhouse.org/2022/04/ukraine-war-and-threats-food-and-energy-security
   Google Scholar
• Boako, G., & Alagidede, P. (2017a). Co-movement of Africa’s equity markets: Regional and global analysis in the frequency-time domains. Physica A: Statistical Mechanics and Its Applications, 468, 359–380. doi:10.1016/j.physa.2016.10.088
   Web of Science ®Google Scholar
• Boako, G., & Alagidede, P. (2017b). Examining evidence of ‘shift-contagion’ in African stock markets: A CoVar-copula approach. Review of Development Finance, 7(2), 142–156. doi:10.1016/j.rdf.2017.09.001
   Google Scholar
• Bonga-Bonga, L. (2018). Uncovering equity market contagion among BRICS countries: An application of the multivariate GARCH model. The Quarterly Review of Economics and Finance, 67, 36–44. doi:10.1016/j.qref.2017.04.009
   Web of Science ®Google Scholar
• Bossman, A., Junior, P. O., & Tiwari, A. K. (2022). Dynamic connectedness and spillovers between Islamic and conventional stock markets: Time- and frequency-domain approach in COVID-19 era. Heliyon, 8(4), e09215. doi:10.1016/j.heliyon.2022.e09215
   PubMed Web of Science ®Google Scholar
• Boubaker, S., Goodell, J., Pandey, D., & Kumari, V. (2022). Heterogenous impacts of wars on global equity markets: Evidence from the invasion of Ukraine. Finance Research Letters, 48, e102934. doi:10.1016/j.frl.2022.102934
   Web of Science ®Google Scholar
• Boungou, W., & Yatié, A. (2022). The impact of the Ukraine-Russia war on the world stock market returns. Economics Letters, 215, 110516. doi:10.1016/j.econlet.2022.110516
   Web of Science ®Google Scholar
• Bouri, E., Cepni, O., Gabauer, D., & Gupta, R. (2021). Return connectedness across asset classes around the COVID-19 outbreak. International Review of Financial Analysis, 73, e101646. doi:10.1016/j.irfa.2020.101646
   Web of Science ®Google Scholar
• Choi, S. (2022a). Dynamic volatility spillover between industries in the US stock market: Evidence from the COVID-19 pandemic and Black Monday. The North American Journal of Economics and Finance, 59, 101614. doi:10.1016/j.najef.2021.101614
   Web of Science ®Google Scholar
• Choi, S. (2022b). Volatility spillovers among Northeast Asia and the US: Evidence from the global financial crisis and the COVID-19 Pandemic. Economic Analysis and Policy, 73, 179–193. doi:10.1016/j.eap.2021.11.014
   Web of Science ®Google Scholar
• Corbet, S., Hou, Y. G., 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. doi:10.1016/j.iref.2020.06.022
   Web of Science ®Google Scholar
• Costola, M., & Lorusso, M. (2022). Spillovers among energy commodities and the Russian stock market. Journal of Commodity Markets, 28, 100249. doi:10.1016/j.jcomm.2022.100249
   Google Scholar
• Dewandaru, G., Masih, R., Mansur, A., & Masih, M. (2016). Contagion and interdependence across Asia-Pacific equity markets: An analysis based on multi-horizon discrete and continuous wavelet transformations. International Review of Economics & Finance, 43, 363–377. doi:10.1016/j.iref.2016.01.002
   Web of Science ®Google Scholar
• Diebold, F. X., & Yilmaz, K. (2014). On the network topology of variance decompositions: Measuring the connectedness of financial firms. Journal of Econometrics, 182(1), 119–134. doi:10.1016/j.jeconom.2014.04.012
   Web of Science ®Google Scholar
• Diebold, F. X., & Yilmaz, K. (2012). Better to give than to receive: Predictive directional measurement of volatility spillover. International Journal of Forecasting, 28(1), 57–66. doi:10.1016/j.ijforecast.2011.02.006
   Web of Science ®Google Scholar
• Giovannetti, G., & Velucchi, M. (2013). A spillover analysis of shocks from US, UK and China on African financial markets. Review of Development Finance, 3(4), 169–179. doi:10.1016/j.rdf.2013.10.002
   Google Scholar
• Goodell, J. W. (2020). COVID-19 and finance: Agendas for future research. Finance Research Letters, 35, 101512. doi:10.1016/j.frl.2020.101512
   PubMed Web of Science ®Google Scholar
• Guru, B. K., & Das, A. (2021). COVID-19 and uncertainty spillovers in Indian stock market. MethodsX, 8, 101199. doi:10.1016/j.mex.2020.101199
   PubMed Web of Science ®Google Scholar
• Ha, L. T. (2023). Interlinkages of cryptocurrency and stock markets during COVID-19 pandemic by applying a TVP-VAR extended joint connected approach. Journal of Economic Studies, 50(3), 407–428. doi:10.1108/JES-01-2022-0055
   Web of Science ®Google Scholar
• Hanif, W., Mensi, W., & Vo, X. V. (2021). Impacts of COVID-19 outbreak on the spillovers between US and Chinese stock sectors. Finance Research Letters, 40, 101922. doi:10.1016/j.frl.2021.101922
   PubMed Web of Science ®Google Scholar
• Hattori, M., Shim, I., & Sugihara, Y. (2021). Cross-stock market spillovers through variance risk premiums and equity flows. Journal of International Money and Finance, 119, 102480. doi:10.1016/j.jimonfin.2021.102480
   Web of Science ®Google Scholar
• He, Q., Liu, J., Wang, S., & Yu, J. (2020). The impact of COVID-19 on stock markets. Economic and Political Studies, 8(3), 275–288. doi:10.1080/20954816.2020.1757570
   Google Scholar
• Hung, N. T. (2022). Asymmetric connectedness among S&P 500, crude oil, gold and Bitcoin. Managerial Finance, 48(4), 587–610. doi:10.1108/MF-08-2021-0355
   Web of Science ®Google Scholar
• Ji, Q., Zhang, D., & Zhao, Y. (2020). Searching for safe-haven assets during the COVID-19 pandemic. International Review of Financial Analysis, 71, 101526. doi:10.1016/j.irfa.2020.101526
   PubMed Web of Science ®Google Scholar
• Koop, G., Pesaran, M. H., & Potter, S. M. (1996). Impulse response analysis in nonlinear multivariate models. Journal of Econometrics, 74(1), 119–147. doi:10.1016/0304-4076(95)01753-4
   Web of Science ®Google Scholar
• Labidi, C., Rahman, M. L., Hedstrom, A., Uddin, G. S., & Bekiros, S. (2018). Quantile dependence between developed and emerging stock markets aftermath of the global financial crisis. International Review of Financial Analysis, 59, 179–211. doi:10.1016/j.irfa.2018.08.005
   Web of Science ®Google Scholar
• Laborda, R., & Olmo, J. (2021). Volatility spillover between economic sectors in financial crisis prediction: Evidence spanning the great financial crisis and Covid-19 pandemic. Research in International Business and Finance, 57, 101402. doi:10.1016/j.ribaf.2021.101402
   Web of Science ®Google Scholar
• Li, W. (2021). COVID-19 and asymmetric volatility spillovers across global stock markets. The North American Journal of Economics and Finance, 58, 101474. doi:10.1016/j.najef.2021.101474
   Web of Science ®Google Scholar
• Liu, Y., Wei, Y., Wang, Q., & Liu, Y. (2022). International stock market risk contagion during the COVID-19 pandemic. Finance Research Letters, 45, e102145. doi:10.1016/j.frl.2021.102145
   PubMed Web of Science ®Google Scholar
• Malik, K., Sharma, S., & Kaur, M. (2022). Measuring contagion during COVID-19 through volatility spillovers of BRIC countries using diagonal BEKK approach. Journal of Economic Studies, 49(2), 227–242. doi:10.1108/JES-05-2020-0246
   Web of Science ®Google Scholar
• McCullough, K., Murray, M., & Strydom, B. (2018). Volatility spillover between the FTSE/JSE Top 40 index and index futures: A BEKK-GARCH and DCC-GARCH approach. Studies in Economics and Econometrics, 42(1), 63–86. doi:10.1080/10800379.2018.12097327
   Google Scholar
• Nerlinger, M., & Utz, S. (2022). The of the Russia-Ukraine conflict on the green energy transition: A capital market perspective. Finance Research Letters, 50, 103243. doi:10.1016/j.frl.2022.103243
   Web of Science ®Google Scholar
• Nguyen, D. T., Phan, D. H. B., Ming, T. C., & Nguyen, V. L. (2021). An assessment of how COVID-19 changed the global equity market. Economic Analysis and Policy, 69, 480–491. doi:10.1016/j.eap.2021.01.003
   Web of Science ®Google Scholar
• OECD. (2020). Global financial markets policy responses to COVID-19, March 2020. Retrieved from https://www.oecd.org/coronavirus/policy-responses/global financial-markets-policy-responses-to-covid-19-2d98c7e0/.
   Google Scholar
• Pesaran, H. H., & Shin, Y. (1998). Generalized impulse response analysis in linear multivariate models. Economics Letters, 58(1), 17–29. doi:10.1016/S0165-1765(97)00214-0
   Web of Science ®Google Scholar
• Rehman, M. U., Ahmad, N., Shahzad, S. J. H., & Vo, X. V. (2022). Dependence dynamics of stock markets during COVID-19. Emerging Markets Review, 51, 100894. doi:10.1016/j.ememar.2022.100894
   Web of Science ®Google Scholar
• Shahzad, S. J. H., Naeem, M. A., Peng, Z., & Bouri, E. (2021). Asymmetric volatility spillover among Chinese sectors during COVID-19. International Review of Financial Analysis, 75, 101754. doi:10.1016/j.irfa.2021.101754
   PubMed Web of Science ®Google Scholar
• Shahzad, S. J. H., & Naifar, N. (2022). Dependence dynamics of Islamic and conventional equity sectors: What do we learn from the decoupling hypothesis and COVID-19 pandemic? The North American Journal of Economics and Finance, 59, 101635. doi:10.1016/j.najef.2021.101635
   Web of Science ®Google Scholar
• Taleb N. N. (2007). The black swan: The impact of the highly improbable. New York and London: Random House and Penguin.
   Google Scholar
• Urom, C., Ndubuisi, G., Lo, G., & Yuni, D. (2022). Global commodity and equity market spillovers to Africa during the COVID-19 pandemic. Emerging Markets Review, 100948. doi:10.1016/j.ememar.2022.100948
   Web of Science ®Google Scholar
• Wang, Z., Yang, J., & Bessler, D. A. (2003). Financial crisis and African stock market integration. Applied Economics Letters, 10(9), 527–533. doi:10.1080/1350485032000100198
   Web of Science ®Google Scholar
• Warshaw, E. (2020). Asymmetric volatility spillover between European equity and foreign exchange markets: Evidence from the frequency domain. International Review of Economics & Finance, 68, 1–14. doi:10.1016/j.iref.2020.03.001
   Web of Science ®Google Scholar
• WHO. (2020). Daily situation reports. Retrieved from https://www.who.int/emergencies/diseases/novel-coronavirus-2019/situation-reports.
   Google Scholar
• Yarovaya, L., Elsayed, A., & Hammoudeh, S. (2021). Determinants of spillovers between Islamic and conventional financial markets: Exploring the safe haven assets during the COVID-19 pandemic. Finance Research Letters, 43, e101979. doi:10.1016/j.frl.2021.101979
   Web of Science ®Google Scholar
• Zhang, H., Chen, J., & Shao, L. (2021). Dynamic spillovers between energy and stock markets and their implications in the context of COVID-19. International Review of Financial Analysis, 77, 101828. doi:10.1016/j.irfa.2021.101828
   PubMed Web of Science ®Google Scholar
• Zhang, W., He, X., & Hamori, S. (2022). Volatility spillover and investment strategies among sustainability-related financial indexes: Evidence from the DCC-GARCH based dynamic connectedness and DCC-GARCH t-copula approach. International Review of Financial Analysis, 83, 102223. doi:10.1016/j.irfa.2022.102223
   Web of Science ®Google Scholar
• Zhang, Y., & Mao, J. (2022). COVID-19′s impact on the spillover effect across the Chinese and U.S. stock markets. Finance Research Letters, 47, 102684. doi:10.1016/j.frl.2022.102684
   Web of Science ®Google Scholar
• Zhou, X., Lu, G., Xu, Z., Yan, X., Khu, S., Yang, J., & Zhao, J. (2023). Influence of Russia Ukraine war on the global energy and food security. Resource, Conservation and Recycling, 188, 106657. doi:10.1016/j.resconrec.2022.106657
   Web of Science ®Google Scholar