Stock market volatility and jumps in times of uncertainty

Megaritis, Anastasios; Vlastakis, Nikolaos; Triantafyllou, Athanasios

Abstract

In this paper we examine the predictive power of latent macroeconomic uncertainty on US stock market volatility and jump tail risk. We find that increasing macroeconomic uncertainty predicts a subsequent rise in volatility and price jumps in the US equity market. Our analysis shows that the latent macroeconomic uncertainty measure of Jurado et al. (2015) has the most significant and long-lasting impact on US stock market volatility and jumps in the equity market when compared to the respective impact of the VIX and other popular observable uncertainty proxies. Our study is the first to show that the latent macroeconomic uncertainty factor outperforms the VIX when forecasting volatility and jumps after the 2007 US Great Recession. We additionally find that latent macroeconomic uncertainty is a common forecasting factor of volatility and jumps of the intraday returns of S&P 500 constituents and has higher predictive power on the volatility and jumps of the equities which belong to the financial sector. Overall, our empirical analysis shows that stock market volatility is significantly affected by the rising degree of unpredictability in the macroeconomy, while it is relatively immune to shocks in observable uncertainty proxies.

Citation

Megaritis, A., Vlastakis, N., & Triantafyllou, A. (2021). Stock market volatility and jumps in times of uncertainty. Journal of International Money and Finance, 113, Article 102355. https://doi.org/10.1016/j.jimonfin.2021.102355

• Journal Article Type: Article
• Acceptance Date: Jan 15, 2021
• Online Publication Date: Jan 15, 2021
• Publication Date: May 1, 2021
• Deposit Date: Sep 3, 2024
• Publicly Available Date: Sep 5, 2024
• Journal: Journal of International Money and Finance
• Print ISSN: 0261-5606
• Publisher: Elsevier
• Peer Reviewed: Peer Reviewed
• Volume: 113
• Article Number: 102355
• DOI: https://doi.org/10.1016/j.jimonfin.2021.102355
• Keywords: Jumps; Bipower variation; Realized volatility; Macroeconomic uncertainty
• Public URL: https://hull-repository.worktribe.com/output/4459050
• External URL: http://repository.essex.ac.uk/id/eprint/29533