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      From COVID-19 herd immunity to investor herding in international stock markets: The role of government and regulatory restrictions

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          Abstract

          We study if government response to the novel coronavirus COVID-19 pandemic can mitigate investor herding behaviour in international stock markets. Our empirical analysis is informed by daily stock market data from 72 countries from both developed and emerging economies in the first quarter of 2020. The government response to the COVID-19 outbreak is measured by means of the Oxford COVID-19 Government Response Tracker, where higher scores are associated with greater stringency. Three main findings are in order. First, results show evidence of investor herding in international stock markets. Second, we document that the Oxford Government Response Stringency Index mitigates investor herding behaviour, by way of reducing multidimensional uncertainty. Third, short-selling restrictions, temporarily imposed by the national and supranational regulatory authorities of the European Union, appear to exert a mitigating effect on herding. Finally, our results are robust to a range of model specifications.

          Highlights

          • We study herding behaviour in international stock markets during the COVID-19 pandemic.

          • Investors show herding behaviour during the COVID-19 pandemic crisis.

          • Government responses to COVID-19 alleviate herding behaviour.

          • Short-selling restrictions during COVID-19 alleviate herding behaviour.

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          Regression Quantiles

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            COVID-19 pandemic, oil prices, stock market, geopolitical risk and policy uncertainty nexus in the US economy: Fresh evidence from the wavelet-based approach

            In this paper, we analyze the connectedness between the recent spread of COVID-19, oil price volatility shock, the stock market, geopolitical risk and economic policy uncertainty in the US within a time-frequency framework. The coherence wavelet method and the wavelet-based Granger causality tests applied to US recent daily data unveil the unprecedented impact of COVID-19 and oil price shocks on the geopolitical risk levels, economic policy uncertainty and stock market volatility over the low frequency bands. The effect of the COVID-19 on the geopolitical risk substantially higher than on the US economic uncertainty. The COVID-19 risk is perceived differently over the short and the long-run and may be firstly viewed as an economic crisis. Our study offers several urgent prominent implications and endorsements for policymakers and asset managers.
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              Investor Psychology and Asset Pricing

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                Author and article information

                Journal
                International Review of Financial Analysis
                Published by Elsevier Inc.
                1057-5219
                1057-5219
                12 January 2021
                12 January 2021
                : 101663
                Affiliations
                [a ]University of Southampton, Southampton Business School, Department of Banking and Finance, United Kingdom
                [b ]University of Sussex, University of Sussex Business School, Department of Accounting and Finance, United Kingdom
                [c ]University of Brescia, Department of Economics and Management, Italy
                Author notes
                [* ]Corresponding author.
                Article
                S1057-5219(21)00005-3 101663
                10.1016/j.irfa.2021.101663
                7801184
                f17d165b-3b2d-4d10-94e4-5217278efeb4
                © 2021 Published by Elsevier Inc.

                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.

                History
                : 9 May 2020
                : 8 August 2020
                : 30 December 2020
                Categories
                Article

                covid-19,international stock markets,investor herding,short-selling restrictions,stringency index

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