Does the COVID-19 pandemic change individuals’ risk preference?

IF 1.3 2区 经济学 Q3 BUSINESS, FINANCE
Tomohide Mineyama, Kiichi Tokuoka
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Abstract

In this study we exploit not only regional but also age and gender variation in exposure to COVID-19 to investigate its impact on risk tolerance. This study is the first to use age and gender variation in exposure to COVID-19, whereas the identification in previous studies relied on regional variation or simple differencing before and after the pandemic. Using a nationally representative household panel survey in Japan, we find that individuals who were exposed to higher risk of COVID-19, measured by the mortality rate, became more risk-tolerant. The result is in line with findings whereby the experience of standout adverse events and the large resulting losses increase individuals’ risk tolerance. However, the effect appears diminished after the vaccine rollout. An analysis using detailed vaccine records indicates that the vaccination offset the increase in risk tolerance due to the mortality risk, especially for individuals with a higher mortality rate for COVID-19. While the literature on this topic has been inconclusive with a few studies reporting insignificant changes in risk tolerance after the pandemic, our result suggests that granular information on exposure to COVID-19 helps identify its impact.

Abstract Image

COVID-19 大流行是否会改变个人的风险偏好?
在本研究中,我们不仅利用了接触 COVID-19 的地区差异,还利用了年龄和性别差异来调查其对风险承受能力的影响。本研究首次使用了接触 COVID-19 的年龄和性别差异,而之前的研究则依赖于大流行前后的地区差异或简单差分。通过在日本进行的一项具有全国代表性的家庭面板调查,我们发现那些暴露于 COVID-19 较高风险(以死亡率衡量)的人变得更能承受风险。这一结果与研究结果一致,即经历突出的不利事件和由此造成的巨大损失会提高个人的风险承受能力。然而,这种影响在疫苗推广后似乎有所减弱。利用详细的疫苗记录进行的分析表明,疫苗接种抵消了因死亡风险而增加的风险承受能力,尤其是对 COVID-19 死亡率较高的人而言。虽然有关这一主题的文献尚无定论,一些研究报告称大流行后风险承受能力的变化并不显著,但我们的结果表明,有关 COVID-19 暴露的详细信息有助于确定其影响。
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来源期刊
CiteScore
6.30
自引率
10.60%
发文量
29
期刊介绍: The Journal of Risk and Uncertainty (JRU) welcomes original empirical, experimental, and theoretical manuscripts dealing with the analysis of risk-bearing behavior and decision making under uncertainty. The topics covered in the journal include, but are not limited to, decision theory and the economics of uncertainty, experimental investigations of behavior under uncertainty, empirical studies of real world risk-taking behavior, behavioral models of choice under uncertainty, and risk and public policy. Review papers are welcome. The JRU does not publish finance or behavioral finance research, game theory, note length work, or papers that treat Likert-type scales as having cardinal significance. An important aim of the JRU is to encourage interdisciplinary communication and interaction between researchers in the area of risk and uncertainty. Authors are expected to provide introductory discussions which set forth the nature of their research and the interpretation and implications of their findings in a manner accessible to knowledgeable researchers in other disciplines. Officially cited as: J Risk Uncertain
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