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全球 47 个城市的环境颗粒物空气污染与日股票市场回报率和波动性。

Ambient particulate air pollution and daily stock market returns and volatility in 47 cities worldwide.

机构信息

Center for Environmental and Respiratory Health Research, Faculty of Medicine, University of Oulu, Oulu, Finland.

Department of Economics, Oulu Business School, University of Oulu, Oulu, Finland.

出版信息

Sci Rep. 2021 Apr 21;11(1):8628. doi: 10.1038/s41598-021-88041-w.

Abstract

We studied globally representative data to quantify how daily fine particulate matter (PM) concentrations influence both daily stock market returns and volatility. Time-series analysis was applied on 47 city-level environmental and economic datasets and meta-analysis of the city-specific estimates was used to generate a global summary effect estimate. We found that, on average, a 10 μg/m increase in PM reduces same day returns by 1.2% (regression coefficient: - 0.012, 95% confidence interval: - 0.021, - 0.003) Based on a meta-regression, these associations are stronger in areas where the average PM concentrations are lower, the mean returns are higher, and where the local stock market capitalization is low. Our results suggest that a 10 μg/m increase in PM exposure increases stock market volatility by 0.2% (regression coefficient 0.002, 95% CI 0.000, 0.004), but the city-specific estimates were heterogeneous. Meta-regression analysis did not explain much of the between-city heterogeneity. Our results provide global evidence that short-term exposure to air pollution both reduces daily stock market returns and increases volatility.

摘要

我们研究了具有全球代表性的数据,以量化每日细颗粒物 (PM) 浓度如何影响股票市场的日回报率和波动性。我们对 47 个城市层面的环境和经济数据集进行了时间序列分析,并对城市特定的估计值进行了荟萃分析,以生成全球综合效应估计值。我们发现,平均而言,PM 浓度每增加 10μg/m,当日回报率就会降低 1.2%(回归系数:-0.012,95%置信区间:-0.021,-0.003)。基于荟萃回归分析,在 PM 平均浓度较低、平均回报率较高以及当地股票市场资本较低的地区,这些关联更为强烈。我们的研究结果表明,PM 暴露增加 10μg/m 会使股票市场波动性增加 0.2%(回归系数为 0.002,95%置信区间为 0.000,0.004),但城市特定的估计值存在异质性。荟萃回归分析并不能解释城市间异质性的大部分原因。我们的研究结果提供了全球证据,表明短期暴露于空气污染既降低了股票市场的日回报率,又增加了波动性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2cbe/8060286/7744dfdd72f3/41598_2021_88041_Fig1_HTML.jpg

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