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Is the Environmental Violation Disclosure Policy Effective in China: Evidence from Capital Market Reactions
西方国家在长期使用法律规制和引入可交易的排污许可、排污收费等市场化手段进行污染控制之后,广泛采用了环境信息披露政策。环境信息披露政策旨在增加公众获取环境信息的渠道,鼓励投资者参与环境治理行动。如果投资者关心企业的环境表现,提供更多企业层面的环境信息可能会促使他们在金融市场上调整投资组合,进而对企业形成压力,促使企业改善环境行为。近年来,中国也采取了环境治理披露政策,各级环保部门会公开发布其管辖范围内的企业环境违规情况。研究表明,美国等发达国家的环境信息披露政策通过金融市场渠道控制污染效果良好。然而,目前仍缺乏对中国环境信息披露政策如何发挥作用及其背后原因的深入研究。投资者对企业环境违规信息的惩罚性反应是披露政策通过金融市场渠道取得成功的关键。本文系统考察了市场对企业环境违规信息和相应处罚发布的反应,并进一步探究了导致环境披露政策失效的制度和社会因素。实证结果表明,与发达国家的做法相反,中国的环境信息披露政策通过金融市场渠道基本上是无效的。进一步分析表明,环境立法中环境责任偏低以及执法和监督宽松导致环境违规成本较低,这是披露政策通过金融市场渠道失效的主要原因。运用事件研究方法,我们发现由于环境处罚普遍较低,投资者在企业环境处罚公布时没有显著反应。然而,我们也发现,随着环境监管力度的提高,投资者对违规企业的惩罚性反应显著增强。我们的实证结果证实,企业获得的政府补贴在一定程度上反映了政治关联的程度,并且政治关联可以通过地方政府的保护降低环境风险,表现为企业获得更多政府补贴时投资者的惩罚性反应减弱。最后,我们发现一些社会因素也导致了披露政策的失效,包括投资者的环保意识以及媒体对环境问题的报道和社会关注度。
Abstract
After a long time spent using legal regulation and introducing market-based instruments such as tradable discharge permits and pollution charges for pollution control, western countries have widely adopted environmental information disclosure policies. Environmental information disclosure policies aim to increase public access to environmental information and encourage investors to engage in environmental governance actions. If investors are concerned about firms' environmental performance, providing more firm-specific environmental information may induce them to adjust their investment portfolios in financial markets and then press firms to improve their environmental behaviors. In recent years, China has also adopted environmental governance disclosure policies, and environmental protection departments at all levels release corporate environmental violations within their jurisdictions. Studies show that environmental information disclosure policies in developed countries such as the United States have functioned well to control pollution through the financial market channel. However, there remains a lack of in-depth studies of how China's environmental information disclosure policy has worked and the reasons behind this. Investors' punitive reaction to corporate environmental violation information is the key to the success of disclosure policy through the financial market channel. This paper systematically examines market reactions to the release of corporate environmental violations and the corresponding penalties, and furthermore investigates the institutional and social factors causing the failure of environmental disclosure policies. Our empirical results show that, contrary to practices in developed countries, China's environmental information disclosure policy is basically ineffective through the financial market channel. Further analysis shows that the low environmental responsibility in environmental legislation and the loose enforcement and supervision lead to a low environmental violation cost, which is a primary reason for the failure of the disclosure policy through financial market channels. Using event study methods, we find that due to the generally low environmental penalties, investors do not react significantly when corporate environmental penalties are released. However, we also find that investors' punitive reaction is significantly enhanced along with the improvement of environmental regulation stringency, which increases illegal firms' exposure to environmental risk. Our empirical results confirm that government subsidies obtained by firms to some extent reflect the degree of political connection, and that a political connection can reduce environmental risk due to the protection of the local government by showing that investors' punitive reactions are weakened when firms receive more government subsidies. Finally, we find that some social factors also contribute to the failure of the disclosure policy, including investors' awareness of environmental protection and media coverage on and social attention paid to environmental pollution.
中国环境违规披露政策通过市场渠道基本无效
运用事件研究法考察企业环境违规处罚公布前后的市场反应,发现处罚公布日及其前后窗口内,企业股票的累计异常收益率(CAR)并不显著为负,表明投资者并未对企业的环境违规行为做出惩罚性反应,中国环境信息披露政策通过金融市场渠道基本失效。
环境处罚金额过低是披露政策失效的主要原因
研究发现,环境处罚金额(Fine)的均值约为20.85万元,相对于企业市值而言极低,难以对投资者形成有效信号。在回归分析中,Fine的系数不显著,说明处罚金额本身未能引起显著的市场负面反应,环境违规成本偏低是披露政策通过市场渠道失效的核心原因。
政府补贴反映政治关联并削弱市场惩罚效应
实证结果显示,企业获得的政府补贴(Subsidy)与累计异常收益率呈显著正相关(系数约0.0085),说明获得更多补贴的企业在环境违规后市场反应更正面。这表明政府补贴在一定程度上反映了政治关联,政治关联通过地方政府保护降低了企业的环境风险,削弱了投资者的惩罚性反应。
环境监管强度提高可增强投资者惩罚性反应
研究发现,环境监管强度(ERS)与累计异常收益率呈显著负相关(系数约-0.0145),表明在环境监管更严格的地区,投资者对企业环境违规的惩罚性反应显著增强,环境监管强度的提升会增加违规企业面临的环境风险,从而强化市场约束效应。
投资者环保意识不足是披露政策失效的重要原因
通过比较A股和H股市场的反应差异,发现H股市场在企业环境违规处罚公布日前一天的异常收益率为-0.0106(在1%水平显著),而A股市场反应不显著。这表明同一家公司在不同市场上市时投资者反应存在显著差异,反映了A股投资者环保意识不足,是披露政策失效的重要社会因素。
核心解释变量
环境违规处罚金额(Fine)、环境监管强度(ERS)、政府补贴(Subsidy)
被解释变量
累计异常收益率(CAR)
样本与数据
2010年1月1日至2014年6月30日A股上市公司环境违规事件样本,共253个观测值,其中含处罚金额样本132个、政府补贴样本246个、环境监管强度样本219个;同时包含36家A+H股上市公司样本用于对比分析
识别方法 / 模型设定
采用事件研究法(Event Study),以市场模型、Fama-French三因子模型、Carhart四因子模型和Fama-French五因子模型估计异常收益率和累计异常收益率;通过多元回归模型检验制度因素和社会因素对市场反应的影响
内生性及稳健性检验
通过替换异常收益率估计模型(市场模型、Fama-French三因子、Carhart四因子、Fama-French五因子)进行稳健性检验;使用Boehmer et al.(1991)BMP标准化横截面检验方法处理事件诱导方差;通过A股与H股市场对比分析验证投资者环保意识的影响
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