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The Impact of the Social Mood on the Italian Sovereign Debt Market: A Twitter Perspective

By analysing the relationship between a new experimental daily index based on Twitter data (the Istat’s Social Mood on Economy Index—SMoEI) and the structure of Italian (and Spanish) sovereign interest rates, our work sheds new light on the great significance of the interconnections between economic...

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Autor principal: Carnazza, Giovanni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9845829/
http://dx.doi.org/10.1007/s40797-022-00217-z
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author Carnazza, Giovanni
author_facet Carnazza, Giovanni
author_sort Carnazza, Giovanni
collection PubMed
description By analysing the relationship between a new experimental daily index based on Twitter data (the Istat’s Social Mood on Economy Index—SMoEI) and the structure of Italian (and Spanish) sovereign interest rates, our work sheds new light on the great significance of the interconnections between economic sentiment and the Italian sovereign bond market. A placebo test performed on Spain introduces a possible extension of this linkage to the European market, highlighting the deep integration of financial markets within the European Monetary Union. Within a VAR and VECM framework with daily frequency data (2016–2022), we show that public shaping mechanisms play a role in the cost of debt financing. Our analysis emphasises the importance of economic sentiment when it comes to financial markets, putting the role of macroeconomic fundamentals in a different light. This result should be interpreted with caution, as updates to fundamentals can be affected by a time lag. In any case, recognising the importance of this index has at least two implications: on the one side, the SMoEI could represent a more responsive indicator for predicting investor sentiment; on the other side, media channels—as well as the European and national institutions—should gain relevance for their potential impact on collective sentiment, encouraging the importance of economic education and non-alarmist communication.
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spelling pubmed-98458292023-01-18 The Impact of the Social Mood on the Italian Sovereign Debt Market: A Twitter Perspective Carnazza, Giovanni Ital Econ J Research Paper - Europe and Italy By analysing the relationship between a new experimental daily index based on Twitter data (the Istat’s Social Mood on Economy Index—SMoEI) and the structure of Italian (and Spanish) sovereign interest rates, our work sheds new light on the great significance of the interconnections between economic sentiment and the Italian sovereign bond market. A placebo test performed on Spain introduces a possible extension of this linkage to the European market, highlighting the deep integration of financial markets within the European Monetary Union. Within a VAR and VECM framework with daily frequency data (2016–2022), we show that public shaping mechanisms play a role in the cost of debt financing. Our analysis emphasises the importance of economic sentiment when it comes to financial markets, putting the role of macroeconomic fundamentals in a different light. This result should be interpreted with caution, as updates to fundamentals can be affected by a time lag. In any case, recognising the importance of this index has at least two implications: on the one side, the SMoEI could represent a more responsive indicator for predicting investor sentiment; on the other side, media channels—as well as the European and national institutions—should gain relevance for their potential impact on collective sentiment, encouraging the importance of economic education and non-alarmist communication. Springer International Publishing 2023-01-18 /pmc/articles/PMC9845829/ http://dx.doi.org/10.1007/s40797-022-00217-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Paper - Europe and Italy
Carnazza, Giovanni
The Impact of the Social Mood on the Italian Sovereign Debt Market: A Twitter Perspective
title The Impact of the Social Mood on the Italian Sovereign Debt Market: A Twitter Perspective
title_full The Impact of the Social Mood on the Italian Sovereign Debt Market: A Twitter Perspective
title_fullStr The Impact of the Social Mood on the Italian Sovereign Debt Market: A Twitter Perspective
title_full_unstemmed The Impact of the Social Mood on the Italian Sovereign Debt Market: A Twitter Perspective
title_short The Impact of the Social Mood on the Italian Sovereign Debt Market: A Twitter Perspective
title_sort impact of the social mood on the italian sovereign debt market: a twitter perspective
topic Research Paper - Europe and Italy
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9845829/
http://dx.doi.org/10.1007/s40797-022-00217-z
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