不确定时期的气候变化暴露:基于文本的方法

IF 4.8 2区 经济学 Q1 BUSINESS, FINANCE
Viput Ongsakul , Pattanaporn Chatjuthamard , Pandej Chintrakarn , Pornsit Jiraporn
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引用次数: 0

摘要

利用一种创新的基于文本的方法来评估企业特定的气候变化风险,我们研究了经济政策不确定性(EPU)如何影响企业层面的气候变化脆弱性。基于对美国公司近二十年来超过60,000次观测的大样本,我们的分析表明,EPU的增加显著提高了气候变化风险。具体来说,EPU每增加一个标准差,就会导致气候变化暴露增加2.8% - 4.9%。我们的研究结果与以下观点一致:在不确定时期,企业更难制定应对气候变化的计划,最终导致更严重的气候变化脆弱性。进一步分析验证了结果,即倾向得分匹配,熵平衡,工具变量分析,并使用Oster(2019)方法评估系数稳定性。此外,EPU对气候变化风险的影响对于支付较大股息的公司更为明显,而对于研发投资较多的公司则较弱。此外,我们发现EPU对气候变化暴露的各个维度的影响可能不同。最后,我们证明,更大的EPU使公司更容易受到更多样化的气候变化领域的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Climate change exposure in uncertain times: A text-based approach
Taking advantage of an innovative text-based approach to assess firm-specific climate change exposure, we examine how economic policy uncertainty (EPU) influences firm-level climate change vulnerability. Based on a large sample of U.S. firms with over 60,000 observations spanning almost two decades, our analysis shows that greater EPU raises climate change exposure significantly. Specifically, a rise in EPU by one standard deviation results in an increase in climate change exposure by 2.8 %–4.9 %. Our findings are consistent with the notion that, during uncertain times firms have more difficulty formulating plans to cope with climate change, ultimately resulting in more serious climate change vulnerability. Further analysis validates the results, i.e., propensity score matching, entropy balancing, an instrumental-variable analysis, and using Oster's (2019) approach to assess coefficient stability. Furthermore, the effect of EPU on climate change exposure is more pronounced for firms paying larger dividends but is weaker for firms investing more in R&D. In addition, we show that the effects of EPU on various dimensions of climate change exposure can differ. Finally, we document that greater EPU makes companies more vulnerable to more diverse areas of climate change exposure.
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来源期刊
CiteScore
7.30
自引率
2.20%
发文量
253
期刊介绍: The International Review of Economics & Finance (IREF) is a scholarly journal devoted to the publication of high quality theoretical and empirical articles in all areas of international economics, macroeconomics and financial economics. Contributions that facilitate the communications between the real and the financial sectors of the economy are of particular interest.
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