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Will a boom be followed by crash? A new systemic risk measure based on right-tail risk

In this study, we demonstrate that high short-term gains on the A-share market may lead to significant losses in the future and potentially cause a market catastrophe. To study the accumulation, outbreak, and cross-sector spillover process of systemic risk in the Chinese stock market, we define righ...

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Autores principales: Liu, Qing, Xu, Mengxia, Xiong, Jinwu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9928960/
https://www.ncbi.nlm.nih.gov/pubmed/36817390
http://dx.doi.org/10.3389/fpsyg.2022.1104618
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author Liu, Qing
Xu, Mengxia
Xiong, Jinwu
author_facet Liu, Qing
Xu, Mengxia
Xiong, Jinwu
author_sort Liu, Qing
collection PubMed
description In this study, we demonstrate that high short-term gains on the A-share market may lead to significant losses in the future and potentially cause a market catastrophe. To study the accumulation, outbreak, and cross-sector spillover process of systemic risk in the Chinese stock market, we define right-tail risk as a large rally process that may lead to left-tail losses in the future and construct a tail volatility spillover network by distinguishing between left-tail and right-tail risk. In the risk accumulation process, the market expectation bias of common shocks considerably magnifies heterogeneity risk, and in the risk outbreak and spillover processes, the greatest systemically important and systemically susceptible sectors are banking and information technology, respectively. In addition, the level of risk spillover is extremely sensitive to tail shocks and increases as tail shocks intensify. Moreover, right-tail risk has more forward-looking predictive power for left-tail risk. Apart from achieving immediate regulatory objectives, Chinese authorities must consider market expectation bias when implementing rules. Additionally, authorities want to be wary of right-tail risk, which has the potential to create serious and pervasive damage in the future if the market is allowed to be unregulated during short-term spikes.
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spelling pubmed-99289602023-02-16 Will a boom be followed by crash? A new systemic risk measure based on right-tail risk Liu, Qing Xu, Mengxia Xiong, Jinwu Front Psychol Psychology In this study, we demonstrate that high short-term gains on the A-share market may lead to significant losses in the future and potentially cause a market catastrophe. To study the accumulation, outbreak, and cross-sector spillover process of systemic risk in the Chinese stock market, we define right-tail risk as a large rally process that may lead to left-tail losses in the future and construct a tail volatility spillover network by distinguishing between left-tail and right-tail risk. In the risk accumulation process, the market expectation bias of common shocks considerably magnifies heterogeneity risk, and in the risk outbreak and spillover processes, the greatest systemically important and systemically susceptible sectors are banking and information technology, respectively. In addition, the level of risk spillover is extremely sensitive to tail shocks and increases as tail shocks intensify. Moreover, right-tail risk has more forward-looking predictive power for left-tail risk. Apart from achieving immediate regulatory objectives, Chinese authorities must consider market expectation bias when implementing rules. Additionally, authorities want to be wary of right-tail risk, which has the potential to create serious and pervasive damage in the future if the market is allowed to be unregulated during short-term spikes. Frontiers Media S.A. 2023-02-01 /pmc/articles/PMC9928960/ /pubmed/36817390 http://dx.doi.org/10.3389/fpsyg.2022.1104618 Text en Copyright © 2023 Liu, Xu and Xiong. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Liu, Qing
Xu, Mengxia
Xiong, Jinwu
Will a boom be followed by crash? A new systemic risk measure based on right-tail risk
title Will a boom be followed by crash? A new systemic risk measure based on right-tail risk
title_full Will a boom be followed by crash? A new systemic risk measure based on right-tail risk
title_fullStr Will a boom be followed by crash? A new systemic risk measure based on right-tail risk
title_full_unstemmed Will a boom be followed by crash? A new systemic risk measure based on right-tail risk
title_short Will a boom be followed by crash? A new systemic risk measure based on right-tail risk
title_sort will a boom be followed by crash? a new systemic risk measure based on right-tail risk
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9928960/
https://www.ncbi.nlm.nih.gov/pubmed/36817390
http://dx.doi.org/10.3389/fpsyg.2022.1104618
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