Disentangled oil shocks and stock market volatility in Nigeria and South Africa : a GARCH-MIDAS approach

dc.contributor.authorTumala, Mohammed M.
dc.contributor.authorSalisu, Afees A.
dc.contributor.authorGambo, Ali I.
dc.date.accessioned2023-07-03T08:57:10Z
dc.date.issued2023-06
dc.description.abstractIn this study, we investigate the effects of disentangled oil shocks on the volatility of the stock markets of Nigeria and South Africa using the Mixed Data Sampling variant of the Generalized Autoregressive Conditional Heteroscedasticity (GARCH-MIDAS) model. The disentangled oil shocks involve oil supply shock, economic activity shock, oil consumption demand shock, and oil inventory demand shock covering January 2010 and July 2022. Overall, we find that the stock market volatilities of Nigeria and South Africa respond similarly to oil supply shock and oil consumption demand shock but differently to economic activity shock and oil inventory demand shock. The unusual increase in the volatility of Nigeria’s stock market has been attributed to the loss of investors’ confidence which takes a too long time to be restored. Our results are robust to alternative forecast sampling techniques, particularly fixed and rolling windows.en_US
dc.description.departmentEconomicsen_US
dc.description.embargo2025-04-24
dc.description.librarianhj2023en_US
dc.description.urihttps://www.elsevier.com/locate/eapen_US
dc.identifier.citationTumala, M.M., Salisu, A.A. & Gambo, A.I. 2023, 'Disentangled oil shocks and stock market volatility in Nigeria and South Africa : a GARCH-MIDAS approach', Economic Analysis and Policy, vol. 78, pp. 707-717, doi : 10.1016/j.eap.2023.04.009.en_US
dc.identifier.issn0313-5926 (online)
dc.identifier.other10.1016/j.eap.2023.04.009
dc.identifier.urihttp://hdl.handle.net/2263/91247
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.rights© 2023 Economic Society of Australia, Queensland. Published by Elsevier B.V. All rights reserved. Notice : this is the author’s version of a work that was accepted for publication in Economic Analysis and Policy. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. A definitive version was subsequently published in Economic Analysis and Policy, vol. 78, pp. 707-717, 2023, doi : 10.1016/j.eap.2023.04.009.en_US
dc.subjectOil shocksen_US
dc.subjectStock market volatilityen_US
dc.subjectGeneralized autoregressive conditional heteroskedasticity (GARCH)en_US
dc.subjectGARCH-MIDAS approachen_US
dc.subjectNigeriaen_US
dc.subjectSouth Africa (SA)en_US
dc.subjectMixed data sampling (MIDAS)en_US
dc.subjectSDG-08: Decent work and economic growthen_US
dc.titleDisentangled oil shocks and stock market volatility in Nigeria and South Africa : a GARCH-MIDAS approachen_US
dc.typePostprint Articleen_US

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