Emenike, Kalu O. (2022): COVID-19 Pandemic and Stock Market Linkages in Southern African Customs Union.
![]() |
PDF
MPRA_paper_123476.pdf Download (650kB) |
Abstract
Stock market linkage broadens the range of investment opportunities available to market participants, strengthens the expansion of the component market, fosters healthy competition in the provision of financial services, and exacerbates vulnerability to volatility contagion. The objective of this study was to evaluate the linkages between stock markets in the Southern African Customs Union (SACU) before and during the COVID-19 pandemic using the bivariate Baba-Engle- Kraft-Kroner (BEKK) GARCH model and correlation analysis. Pre-COVID-19 results show that there is no correlation between the stock markets of Eswatini and any other SACU country; Botswana and Namibia stock markets exhibit a weak relationship, but South Africa and Namibia stock markets have a strong linkage. The COVID-19 results show evidence of a bidirectional volatility spillover between the SACU stock markets, suggesting increased linkage during the COVID-19 pandemic era. The COVID-19 pandemic has had a significant impact on the linkage of stock markets within the SACU region. For effective volatility transmission management, we recommend that policymakers and investors closely monitor and analyse the component markets during the crisis period. More so, the influence of the regional shocks should be considered in the formulation of investment and regulatory policies. This will help to ensure a more resilient and stable financial system in the face of future crises.
Item Type: | MPRA Paper |
---|---|
Original Title: | COVID-19 Pandemic and Stock Market Linkages in Southern African Customs Union |
English Title: | COVID-19 Pandemic and Stock Market Linkages in Southern African Customs Union |
Language: | English |
Keywords: | Stock market linkage, regional integration, COVID-19 pandemic, volatility spillover, South African Customs Union |
Subjects: | F - International Economics > F3 - International Finance > F36 - Financial Aspects of Economic Integration G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets I - Health, Education, and Welfare > I1 - Health > I18 - Government Policy ; Regulation ; Public Health |
Item ID: | 123476 |
Depositing User: | Emenike Kalu O. |
Date Deposited: | 29 Jan 2025 22:46 |
Last Modified: | 29 Jan 2025 22:46 |
References: | Abdi Y, Li X, Càmara-Turull X (2023) Firm value in the airline industry: perspectives on the impact of sustainability and Covid-19. Humanit Soc Sci Commun 10 294. https://doi.org/10.1057/s41599-023-01644-8 Akbari A, Ng L, (2020) International Market Integration: A Survey. Asia–Pacific Journal of Financial Studies 49(2): 161-185. https://doi.org/10.1111/ajfs.12297 Bekaert G, Harvey C (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 Bernard IN, Sharma SS, Gunadi I (2021) COVID-19, policy responses, and industrial productivity around the globe, Bulletin of Monetary Economics and Banking 24(3): 365-382. https://doi.org/10.21098/bemp.v24i3.1691 Berndt EK, Hall BH, Hall RE, Hausman JA (1974) Estimation and Inference in Nonlinear Structural Models. Annals of Economic and Social Measurement, 3(4): 653-665. Biekpe N, Motelle S (2013) Financial Integration and the Stability of the Financial System in Southern African Customs Union. Banks and Bank Systems 8(4): 67-78. Microsoft Word - BBS - 4 online 2013, advanced version (businessperspectives.org) Bundoo SK (2017) Stock Market Development and Integration in SADC (Southern African Development Community. Review of Development Finance 7(1): 64-72. https://doi.org/10.1016/j.rdf.2017.01.005Get rights and content Caporale GM, You K, Chen L (2019) Global and regional stock market integration in Asia: A panel convergence approach. International Review of Financial Analysis 65(101381): 1-21. https://doi.org/10.1016/j.irfa.2019.101381 Choudhary S, Singhal S (2020) International Linkages of Indian Equity Market: Evidence from Panel Co-Integration Approach. Journal of Asset Management 21, 333–341. https://doi.org/10.1057/s41260-020-00165-2 Dickey DA, Fuller WA (1979) Distribution of the estimators for autoregressive time series with a unit root. Journal of American Statistical Association 74(366): 427-431. https://doi.org/10.2307/2286348 Domowitz I, Glen J, Madhavan A (1997) Market segmentation and stock prices: Evidence from an emerging market. The Journal of Finance 52(3): 1059-1085. https://doi.org/10.2307/2329516 Dorodnykh E, (2014) Determinants of stock market integration. In: Stock market integration: An international perspective. Palgrave Pivot: London. https://doi.org/10.1057/9781137381705_4 Emenike KO (2020) Dynamic interdependence between crude oil prices and foreign exchange markets in Nigeria. Studies in Economics and Econometrics 44(3): 1-20. https://doi.org/10.1080/03796205.2020.1919418 Emenike KO (2021a) Interdependence among West Africa stock markets: A dimension of regional financial integration. African Development Review 33(2): 288-299. https://doi.org/10.1111/1467-8268.12575 Emenike KO (2021b) Impact of Coronavirus pandemic on financial market stability in Africa. Problemy Ekorozwoju/ Problems of Sustainable Development 16(2): 18-25. https://doi.org/10.35784/pe.2021.2.02 Engle RF, Kroner KF (1995) Multivariate simultaneous generalized ARCH. Econometric Theory 11, 122-150. Feng S, Stewart JT (2015) A review of market segmentation and inefficiencies of the Chinese stock market. International Journal of Finance & Banking Studies 4(4): 18-28. https://doi.org/10.20525/ijfbs.v4i4.36 Fuller WA (1995), Introduction to Statistical Time Series (2nd Ed.), New York: Wiley Series in Probability and Statistics. Gil-Alana L, Carcel H, Abakah EJA (2018) On the linkages between Africa’s emerging equity markets and global markets: Evidence from fractional integration and cointegration. Review of Development Finance 8(2): 96-105. https://doi.org/10.1016/j.rdf.2018.11.003 Gil M, Hurtado-Acuna C, Quiero-Bastías M, Narea M, & Caqueo-Urízar A. (2023) Unequal effects of the COVID-19 pandemic on researchers: evidence from Chile and Colombia. Humanit Soc Sci Commun 10(4). https://doi.org/10.1057/s41599-023-02364-9 Goodell JW (2020) COVID-19 and Finance: Agendas for Future Research. Finance Research Letters 101512. https://dx.doi.org/10.1016%2Fj.frl.2020.101512 Granger CWJ (1969) Investigating causal relations by econometric models and cross- spectral models. Econometrica 37(3): 424-438. https://www.jstor.org/stable/1912791 Guo B, Ibhagui O (2019) China–Africa stock market linkages and the global financial crisis. Journal of Asset Management 20: 301–316. https://doi.org/10.1057/s41260-019-00122-8 Hasan Md B, Mahi M, Sarker T & Amin Md. R (2021) Spillovers of the COVID-19 pandemic: impact on global economic activity, the stock market, and the energy sector. Journal of Risk and Financial Management, 14(200). https://doi.org/10.3390/jrfm14050200 Jefferis KR, Okeahalam CC (1999) International stock market linkages in Southern Africa. South African Journal of Accounting Research 13(2): 27-51. https://doi.org/10.1080/10291954.1999.11435087 Jareño F, Escribano A, Umar Z (2023) The impact of the COVID-19 outbreak on the connectedness of the BRICS’s term structure. Humanit Soc Sci Commun 10(4). https://doi.org/10.1057/s41599-022-01500-1 Kalenga P (2019) Enhancing benefits of market and financial integration in SACU: Some policy options. Tralac working paper 13 December. Enhancing benefits of market and financial integration in SACU: some policy options - tralac trade law centre Kikuchi T, Stachurski J, Vachadze G (2018) Volatile capital flows and financial integration: The role of moral hazard. The Journal of Economic Theory 176: 170-192. https://doi.org/10.1016/j.jet.2018.03.009 Kusumahadi TA, Permana FC (2021) Impact of COVID-19 on global stock market volatility. Journal of Economic Integration 36(1): 20-45. https://doi.org/10.11130/jei.2021.36.1.20 Li RYM, Yue X-G, Crabbe MJC (2021) COVID-19 in Wuhan, China: Pressing realities and city management- Frontiers in public health, 8:596913. https://doi.org/10.3389/fpubh.2020.596913 Li Y, Giles DE (2015) Modelling volatility spillover effects between developed stock markets and Asian emerging stock markets. International Journal of Finance & Economics 20(2): 155-177. https://doi.org/10.1002/ijfe.1506 MacDonald R, Sogiakas V, Tsopanakis A, (2018) Volatility co-movements and spillover effects within the Eurozone economies: A Multivariate GARCH Approach Using the Financial Stress Index. Journal of International Financial Markets, Institutions and Money 52: 17–36. https://doi.org/10.1016/j.intfin.2017.09.003 MacKinnon JG (1991) Critical values for cointegration tests, in R. F. Engle & C. W. J. Granger (Eds.), Long-run economic relationships: Readings in cointegration, New York: Oxford University Press, 266-276. Narayan S, Sriananthakumar S, Islam SZ (2014) Stock market integration of emerging Asian economies: Patterns and causes. Economic Modelling 39: 19-31. https://doi.org/10.1016/j.econmod.2014.02.012 Nchake MA., Edwards L, Kaya TN (2019) The size of the border and product market integration between Lesotho and South Africa: A production-consumption approach. Journal of African Economies 28(1): 70-88. https://doi.org/10.1093/jae/ejy017 Pardal P, Dias R, Šuleř P, Teixeira N, Krulický T (2020). Integration in central European capital markets in the context of the global COVID-19 pandemic. Equilibrium. Quarterly Journal of Economics and Economic Policy 15(4): 627-650. https://doi.org/10.24136/eq.2020.027 Park C (2013). Asian capital market integration: Theory and evidence. ADB Economics Working Paper Series No. 351 June. https://hdl.handle.net/11540/2313 Patroba H, Nene M (2013) Is SACU ready for a monetary union? SAIIA Occasional Paper No 143 April. Available online: Is SACU Ready for a Monetary Union? | SAIIA Phylaktis, K. & Ravazzolo, F. (2005). Stock Market Linkages In Emerging Markets: Implications for International Portfolio Diversification. Journal of International Finance Markets, Institutions and Money, 15(2), 91-106. https://doi.org/10.1016/j.intfin.2004.03.001 Rizvi SAR, Juhro SM, Narayan PK (2021) Understanding market reaction to COVID-19 monetary and fiscal stimulus in major ASEAN countries. Bulletin of Monetary Economics and Banking 24(3): 313-334. https://doi.org/10.21098/bemp.v24i3.1690 Solnik B, Boucrelle C, Fur YL (1996) International market correlation and volatility. Financial Analysts Journal 52(5): 17-34. https://doi.org/10.2469/faj.v52.n5.2021 Tsay RS (2005) Analysis of financial time series (2nd Ed.). Hoboken New Jersey: Wiley Series in Probability and Statistics. Vo XV, Tran TTA (2020) Modelling volatility spillovers from the US equity market to ASEAN stock markets. Pacific-Basin Finance Journal 59(101246): 1-8. https://doi.org/10.1016/j.pacfin.2019.101246 Vyrost T, Lyocsa S, Baumohl E (2015) Granger causality stock market networks: Temporal proximity and preferential attachment. Physica A: Statistical Mehcanics and its Applications 427: 262-276. https://doi.org/10.1016/j.physa.2015.02.017 Yépez CA (2020) International risk sharing in emerging economies. International Finance 23(3): 434-459. https://doi.org/10.1111/infi.12378 Youssef M, Mokni K, Ajmi AN (2021) Dynamic connectedness between stock markets in the presence of the COVID-19 pandemic: Does economic policy uncertainty matter? Financial Innovation 7(13). https://doi.org/10.1186/s40854-021-00227-3 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 Zhang W, Zhuang X, Lu Y (2020) Spatial spillover effects and risk contagion around G20 stock markets based on volatility network. The North American Journal of Economics and Finance 51: 1-14. https://doi.org/10.1016/j.najef.2019.101064 Zyi LV (2003) South Africa’s Experience Of Regional Currency Areas And The Use Of Foreign Currencies, in Regional Currency Areas and the Use of Foreign Currencies. BIS Papers No. 17, May. Retrieved online: South Africa's experience of regional currency areas and the use of foreign currencies - BIS papers No 17, part 15, May 2003 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/123476 |