气候风险与股票市场的非线性相互作用

Xin Xu , Haizhong An , Brian M. Lucey , Shupei Huang
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引用次数: 0

摘要

本文研究了气候变化风险影响中国化石能源股票市场的直接和间接途径,重点研究了投资者关注度的中介作用和原油市场的调节作用。利用2017年9月4日至2022年6月30日的中国气候风险数据和能源股收益数据,我们采用偏线性函数系数模型、零膨胀负二项回归和Bootstrap技术来揭示这些复杂的关系。结果表明:(1)气候变迁风险对化石能源股票的直接影响呈“u”型非线性,其临界拐点为0.3364;这种风险还通过塑造投资者的注意力来积极调节回报率。值得注意的是,超过0.3的风险阈值会加剧油价波动对收益的不利影响。(2)气候物理风险对化石能源存量收益率没有明显的直接影响或中介作用。这些见解为气候变化风险与中国化石能源股票市场之间复杂的相互作用提供了一个全面的视角,揭示了控制这些关系的非线性动态。从实际角度来看,这些发现强调了政策制定者需要设计适合转型风险的风险缓解策略,而投资者应在气候风险超过临界阈值时对油价波动保持警惕。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nonlinear interaction of climate risk and stock market
This paper investigates both the direct and indirect pathways through which climate change risks influence the fossil energy stock market in China, focusing on the mediating effect of investor attention and the moderation effect of the crude oil market. Utilizing China’s daily climate risk data and energy stock return data from September 4, 2017, to June 30, 2022, we employ the partial linear function coefficient model, zero-inflated negative binomial regression, and the Bootstrap technique to unravel these complex relationships. Our analysis reveals pivotal findings: (1) Climate transition risk has a U-shaped nonlinear direct effect on fossil energy stock returns, with a critical inflection point identified at 0.3364. This risk also positively mediates the return rate by shaping investor attention. Notably, exceeding a risk threshold of 0.3 intensifies the adverse impact of oil price volatility on returns. (2) Climate physical risk does not exert a discernible direct effect or mediation on the return rate of fossil energy stocks. These insights offer a comprehensive perspective on the complex interplay between climate change risk and China’s fossil energy stock market, shedding light on the nonlinear dynamics that govern these relationships. From a practical perspective, these findings underscore the need for policymakers to design risk mitigation strategies tailored to transition risks, while investors should remain vigilant to oil price volatility when climate risk exceeds critical thresholds.
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