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Effects of the first wave of COVID-19 pandemic on implied stock market volatility: International evidence using a google trend measure

This paper investigates the relationship between investors' attention, as measured by Google search queries, and equity implied volatility during the COVID-19 outbreak. Recent studies show that search investors' behavior data is an extremely abundant repository of predictive data, and inve...

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Autores principales: Papadamou, Stephanos, Fassas, Athanasios P., Kenourgios, Dimitris, Dimitriou, Dimitrios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10258586/
https://www.ncbi.nlm.nih.gov/pubmed/37325185
http://dx.doi.org/10.1016/j.jeca.2023.e00317
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author Papadamou, Stephanos
Fassas, Athanasios P.
Kenourgios, Dimitris
Dimitriou, Dimitrios
author_facet Papadamou, Stephanos
Fassas, Athanasios P.
Kenourgios, Dimitris
Dimitriou, Dimitrios
author_sort Papadamou, Stephanos
collection PubMed
description This paper investigates the relationship between investors' attention, as measured by Google search queries, and equity implied volatility during the COVID-19 outbreak. Recent studies show that search investors' behavior data is an extremely abundant repository of predictive data, and investor-limited attention increases when the uncertainty level is high. Our study using data from thirteen countries across the globe during the first wave of the COVID-19 pandemic (January–April 2020) examines whether the search “topic and terms” for the pandemic affect market participants’ expectations about future realized volatility. With the panic and uncertainty about COVID-19, our empirical findings show that increased internet searches during the pandemic caused the information to flow into the financial markets at a faster rate and thus resulting in higher implied volatility directly and via the stock return-risk relation. More specifically for the latter, the leverage effect in the VIX becomes stronger as Google search queries intensify. Both the direct and indirect effects on implied volatility, highlight a risk-aversion channel that operates during the pandemic. We also find that these effects are stronger in Europe than in the rest of the world. Moreover, in a panel vector autoregression framework, we show that a positive shock on stock returns may soothe COVID-related Google searches in Europe. Our findings suggest that Google-based attention to COVID-19 leads to elevated risk aversion in stock markets.
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spelling pubmed-102585862023-06-12 Effects of the first wave of COVID-19 pandemic on implied stock market volatility: International evidence using a google trend measure Papadamou, Stephanos Fassas, Athanasios P. Kenourgios, Dimitris Dimitriou, Dimitrios J Econ Asymmetries Article This paper investigates the relationship between investors' attention, as measured by Google search queries, and equity implied volatility during the COVID-19 outbreak. Recent studies show that search investors' behavior data is an extremely abundant repository of predictive data, and investor-limited attention increases when the uncertainty level is high. Our study using data from thirteen countries across the globe during the first wave of the COVID-19 pandemic (January–April 2020) examines whether the search “topic and terms” for the pandemic affect market participants’ expectations about future realized volatility. With the panic and uncertainty about COVID-19, our empirical findings show that increased internet searches during the pandemic caused the information to flow into the financial markets at a faster rate and thus resulting in higher implied volatility directly and via the stock return-risk relation. More specifically for the latter, the leverage effect in the VIX becomes stronger as Google search queries intensify. Both the direct and indirect effects on implied volatility, highlight a risk-aversion channel that operates during the pandemic. We also find that these effects are stronger in Europe than in the rest of the world. Moreover, in a panel vector autoregression framework, we show that a positive shock on stock returns may soothe COVID-related Google searches in Europe. Our findings suggest that Google-based attention to COVID-19 leads to elevated risk aversion in stock markets. Elsevier B.V. 2023-11 2023-06-12 /pmc/articles/PMC10258586/ /pubmed/37325185 http://dx.doi.org/10.1016/j.jeca.2023.e00317 Text en © 2023 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Papadamou, Stephanos
Fassas, Athanasios P.
Kenourgios, Dimitris
Dimitriou, Dimitrios
Effects of the first wave of COVID-19 pandemic on implied stock market volatility: International evidence using a google trend measure
title Effects of the first wave of COVID-19 pandemic on implied stock market volatility: International evidence using a google trend measure
title_full Effects of the first wave of COVID-19 pandemic on implied stock market volatility: International evidence using a google trend measure
title_fullStr Effects of the first wave of COVID-19 pandemic on implied stock market volatility: International evidence using a google trend measure
title_full_unstemmed Effects of the first wave of COVID-19 pandemic on implied stock market volatility: International evidence using a google trend measure
title_short Effects of the first wave of COVID-19 pandemic on implied stock market volatility: International evidence using a google trend measure
title_sort effects of the first wave of covid-19 pandemic on implied stock market volatility: international evidence using a google trend measure
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10258586/
https://www.ncbi.nlm.nih.gov/pubmed/37325185
http://dx.doi.org/10.1016/j.jeca.2023.e00317
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