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Into the Unknown: Uncertainty, Foreboding and Financial Markets
While the link between financial market movement and economic policy uncertainty indices is well-established in literature, uncertainty in the form of ‘foreboding’ emanating from catastrophic events has not been explored in literature. This paper explores “foreboding”, which reflects uncertainty at...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Japan
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088746/ http://dx.doi.org/10.1007/s10690-023-09404-z |
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author | Roy Trivedi, Smita |
author_facet | Roy Trivedi, Smita |
author_sort | Roy Trivedi, Smita |
collection | PubMed |
description | While the link between financial market movement and economic policy uncertainty indices is well-established in literature, uncertainty in the form of ‘foreboding’ emanating from catastrophic events has not been explored in literature. This paper explores “foreboding”, which reflects uncertainty at its extreme, following the Covid-19 pandemic. Using Natural Language Processing on minute-by-minute news data, I construct two Foreboding Indices, representing ‘foreboding’ or ‘fearful apprehension’, for 28,622 Covid-related news for the period July 2020–August 2021. The impact of foreboding on financial market volatility is explored using a logistic regression model. Both the indices show a marked increase in June–July, 2020, in January 2021, April, 2021, and July–August, 2021 and have a positive impact on volatility for hourly S&P 500 Index. Understanding of foreboding sentiment is crucial for central banks looking to monitor financial market volatility. Appropriate signaling in accordance to sentiment can help central banks handle detrimental impacts of market volatility. Moreover, FI can be used for market practitioners to gauge the sentiment and take effective trading decisions. |
format | Online Article Text |
id | pubmed-10088746 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Japan |
record_format | MEDLINE/PubMed |
spelling | pubmed-100887462023-04-12 Into the Unknown: Uncertainty, Foreboding and Financial Markets Roy Trivedi, Smita Asia-Pac Financ Markets Article While the link between financial market movement and economic policy uncertainty indices is well-established in literature, uncertainty in the form of ‘foreboding’ emanating from catastrophic events has not been explored in literature. This paper explores “foreboding”, which reflects uncertainty at its extreme, following the Covid-19 pandemic. Using Natural Language Processing on minute-by-minute news data, I construct two Foreboding Indices, representing ‘foreboding’ or ‘fearful apprehension’, for 28,622 Covid-related news for the period July 2020–August 2021. The impact of foreboding on financial market volatility is explored using a logistic regression model. Both the indices show a marked increase in June–July, 2020, in January 2021, April, 2021, and July–August, 2021 and have a positive impact on volatility for hourly S&P 500 Index. Understanding of foreboding sentiment is crucial for central banks looking to monitor financial market volatility. Appropriate signaling in accordance to sentiment can help central banks handle detrimental impacts of market volatility. Moreover, FI can be used for market practitioners to gauge the sentiment and take effective trading decisions. Springer Japan 2023-04-11 /pmc/articles/PMC10088746/ http://dx.doi.org/10.1007/s10690-023-09404-z Text en © The Author(s), under exclusive licence to Springer Japan KK, part of Springer Nature 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Roy Trivedi, Smita Into the Unknown: Uncertainty, Foreboding and Financial Markets |
title | Into the Unknown: Uncertainty, Foreboding and Financial Markets |
title_full | Into the Unknown: Uncertainty, Foreboding and Financial Markets |
title_fullStr | Into the Unknown: Uncertainty, Foreboding and Financial Markets |
title_full_unstemmed | Into the Unknown: Uncertainty, Foreboding and Financial Markets |
title_short | Into the Unknown: Uncertainty, Foreboding and Financial Markets |
title_sort | into the unknown: uncertainty, foreboding and financial markets |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088746/ http://dx.doi.org/10.1007/s10690-023-09404-z |
work_keys_str_mv | AT roytrivedismita intotheunknownuncertaintyforebodingandfinancialmarkets |