School of Economics and Management, Northwest University, Xi'an, 710127, Shaanxi, China.
J Environ Manage. 2024 Sep;367:121999. doi: 10.1016/j.jenvman.2024.121999. Epub 2024 Jul 29.
China's rapid development in the context of carbon neutrality has positioned it as the global leader in green bond issuance. As the Chinese A-share market continues to slump, adverse shocks are accumulating. Thus, the question arises: How will the issuance of green bonds (GB) impact stock price crash risk (SPCR)? The present study utilizes datasets of Chinese A-share listed firms from 2012 to 2022 and conducts a differences-in-difference analysis to address this inquiry. The findings indicate that issuing GB can significantly reduce SPCR, suggesting that GB plays a stabilizing role in the capital market. This effect remains robust after consideration of parallel trend testing, placebo tests, propensity score matching, replacement of explained variables, and controlling for geographic and industrial factors. The mechanism studies demonstrate that the issuance of GB can effectively alleviate financing constraints faced by companies and reduce SPCR through the financing constraints mechanism. The issuance can also enhance firm exposure and attract investor attention, thereby mitigating SPCR through the investor attention mechanism. The issuance contributes to the formation of a positive reputation image among investors and can diminish SPCR through the investor sentiment mechanism. The heterogeneity analyses show that the depressive effect of issuing GB on SPCR is more pronounced in state-owned enterprises, heavily polluting industries, and regions with a higher degree of marketization. Further discussion suggests that given the influence of externalities, the green signals released when a firm issues GB can spread within the capital market, generating a positive spillover effect on the decrease in SPCR of other firms in the same region and a negative spillover effect on the increase in SPCR of other firms in the same industry. This study not only confirms GB's stabilization role in the capital market, but also offers theoretical insights for improving the institutional design of the green bond market and promoting sustainable green development.
中国在碳中和背景下的快速发展使其成为全球绿色债券发行的领军者。随着中国 A 股市场持续下跌,负面冲击不断累积。因此,出现了这样一个问题:绿色债券(GB)的发行将如何影响股票价格崩盘风险(SPCR)?本研究利用 2012 年至 2022 年中国 A 股上市公司的数据,采用双重差分法对此进行了研究。研究结果表明,发行 GB 可以显著降低 SPCR,表明 GB 在资本市场中发挥了稳定作用。在考虑平行趋势检验、安慰剂检验、倾向得分匹配、解释变量替换以及控制地理和产业因素后,这一效应仍然稳健。机制研究表明,发行 GB 可以通过融资约束机制有效缓解公司面临的融资约束,并降低 SPCR;通过投资者关注机制,发行 GB 还可以增强公司的曝光度并吸引投资者的关注,从而降低 SPCR;通过投资者情绪机制,发行 GB 有助于在投资者中形成积极的声誉形象,并降低 SPCR。异质性分析表明,发行 GB 对 SPCR 的抑制作用在国有企业、重污染行业和市场化程度较高的地区更为明显。进一步的讨论表明,鉴于外部性的影响,公司发行 GB 时释放的绿色信号可以在资本市场内部传播,对同一地区其他公司的 SPCR 下降产生正向溢出效应,对同一行业其他公司的 SPCR 上升产生负向溢出效应。本研究不仅证实了 GB 在资本市场中的稳定作用,还为改善绿色债券市场的制度设计和促进可持续绿色发展提供了理论见解。