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Constructing a positive sentiment index for COVID-19: Evidence from G20 stock markets

The present study investigates the degree of market responses through the scope of investors' sentiment during the COVID-19 pandemic across G20 markets by constructing a novel positive search volume index for COVID-19 (COVID19(+)). Our key findings, obtained using a Panel-GARCH model, indicate...

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Detalles Bibliográficos
Autores principales: Anastasiou, Dimitris, Ballis, Antonis, Drakos, Konstantinos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8915623/
https://www.ncbi.nlm.nih.gov/pubmed/36531211
http://dx.doi.org/10.1016/j.irfa.2022.102111
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author Anastasiou, Dimitris
Ballis, Antonis
Drakos, Konstantinos
author_facet Anastasiou, Dimitris
Ballis, Antonis
Drakos, Konstantinos
author_sort Anastasiou, Dimitris
collection PubMed
description The present study investigates the degree of market responses through the scope of investors' sentiment during the COVID-19 pandemic across G20 markets by constructing a novel positive search volume index for COVID-19 (COVID19(+)). Our key findings, obtained using a Panel-GARCH model, indicate that an increased COVID19(+) index suggests that investors decrease their COVID-19 related crisis sentiment by escalating their Google searches for positively associated COVID-19 related keywords. Specifically, we explore the predictive power of the newly constructed index on stock returns and volatility. According to our findings, investor sentiment positively (negatively) predicts the stock return (volatility) during the COVID-19. This is the first study assessing global sentiment by proposing a novel proxy and its impacts on the G20 equity market.
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spelling pubmed-89156232022-03-11 Constructing a positive sentiment index for COVID-19: Evidence from G20 stock markets Anastasiou, Dimitris Ballis, Antonis Drakos, Konstantinos Int Rev Financ Anal Article The present study investigates the degree of market responses through the scope of investors' sentiment during the COVID-19 pandemic across G20 markets by constructing a novel positive search volume index for COVID-19 (COVID19(+)). Our key findings, obtained using a Panel-GARCH model, indicate that an increased COVID19(+) index suggests that investors decrease their COVID-19 related crisis sentiment by escalating their Google searches for positively associated COVID-19 related keywords. Specifically, we explore the predictive power of the newly constructed index on stock returns and volatility. According to our findings, investor sentiment positively (negatively) predicts the stock return (volatility) during the COVID-19. This is the first study assessing global sentiment by proposing a novel proxy and its impacts on the G20 equity market. Elsevier Inc. 2022-05 2022-03-11 /pmc/articles/PMC8915623/ /pubmed/36531211 http://dx.doi.org/10.1016/j.irfa.2022.102111 Text en © 2022 Elsevier Inc. 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
Anastasiou, Dimitris
Ballis, Antonis
Drakos, Konstantinos
Constructing a positive sentiment index for COVID-19: Evidence from G20 stock markets
title Constructing a positive sentiment index for COVID-19: Evidence from G20 stock markets
title_full Constructing a positive sentiment index for COVID-19: Evidence from G20 stock markets
title_fullStr Constructing a positive sentiment index for COVID-19: Evidence from G20 stock markets
title_full_unstemmed Constructing a positive sentiment index for COVID-19: Evidence from G20 stock markets
title_short Constructing a positive sentiment index for COVID-19: Evidence from G20 stock markets
title_sort constructing a positive sentiment index for covid-19: evidence from g20 stock markets
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8915623/
https://www.ncbi.nlm.nih.gov/pubmed/36531211
http://dx.doi.org/10.1016/j.irfa.2022.102111
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