 
  
	Chinese Journal of Management Science ›› 2025, Vol. 33 ›› Issue (10): 12-23.doi: 10.16381/j.cnki.issn1003-207x.2023.1361
Previous Articles Next Articles
					
													Wanhai You1, Senjie Chen2,3, Jianyong Chen1, Yinghua Ren4( )
)
												  
						
						
						
					
				
Received:2023-08-18
															
							
																	Revised:2024-03-23
															
							
															
							
																	Online:2025-10-25
															
							
																	Published:2025-10-24
															
						Contact:
								Yinghua Ren   
																	E-mail:ryhua@hnu.edu.cn
																					CLC Number:
Wanhai You,Senjie Chen,Jianyong Chen, et al. The Impact of “More Words Than Deeds” on Environmental Responsibility on Stock Price Crash Risk: The Mediation Effect of Investor Sentiment[J]. Chinese Journal of Management Science, 2025, 33(10): 12-23.
 
													
													
"
| 变量 | 样本量 | 平均值 | 标准差 | 最小值 | 最大值 | 中位数 | 偏度 | 峰度 | 
|---|---|---|---|---|---|---|---|---|
| 12078 | -0.411 | 0.786 | -2.653 | 1.929 | -0.369 | -0.128 | 4.014 | |
| 12078 | -0.282 | 0.495 | -1.483 | 1.110 | -0.287 | 0.126 | 3.108 | |
| 12078 | 0.167 | 0.373 | 0 | 1 | 0 | 1.782 | 4.177 | |
| 12078 | 2.649 | 2.222 | -3.234 | 9.124 | 2.606 | 0.096 | 3.366 | |
| 12078 | -0.054 | 0.431 | -1.617 | 0.990 | -0.012 | -0.829 | 5.273 | |
| 12078 | 0.068 | 0.031 | 0.024 | 0.180 | 0.061 | 1.345 | 4.871 | |
| 12078 | 0.411 | 0.188 | 0.063 | 0.859 | 0.406 | 0.175 | 2.263 | |
| 12078 | 0.333 | 0.154 | 0.056 | 0.800 | 0.310 | 0.712 | 3.292 | |
| 12078 | 0.039 | 0.063 | -0.252 | 0.213 | 0.037 | -1.164 | 8.738 | |
| 12078 | 0.398 | 0.226 | 0.004 | 0.860 | 0.410 | -0.020 | 2.018 | |
| 12078 | 22.350 | 1.137 | 20.130 | 25.810 | 22.240 | 0.550 | 3.195 | 
 
													
													
"
| 变量 | (1) | (2) | (3) | (4) | 
|---|---|---|---|---|
| 0.0429** | 0.0288** | 0.0429** | 0.0289** | |
| (0.0302) | (0.0257) | (0.0416) | (0.0210) | |
| 0.0182** | 0.0091* | |||
| (0.0145) | (0.0946) | |||
| -0.0363*** | -0.0245*** | |||
| (0.0033) | (0.0013) | |||
| 2.0705*** | 0.9324*** | |||
| (0.0001) | (0.0007) | |||
| -0.8287*** | -0.5429*** | |||
| (0.0000) | (0.0000) | |||
| -1.0501*** | -0.6978*** | |||
| (0.0000) | (0.0000) | |||
| 0.2765* | 0.1990 | |||
| (0.0580) | (0.1030) | |||
| 0.1658** | 0.1318*** | |||
| (0.0291) | (0.0006) | |||
| 0.1585*** | 0.1015*** | |||
| (0.0000) | (0.0000) | |||
| -0.4177*** | -0.2873*** | -3.5392*** | -2.2499*** | |
| (0.0000) | (0.0000) | (0.0000) | (0.0000) | |
| 企业/年份/行业效应 | 是 | 是 | 是 | 是 | 
| 样本量 | 12078 | 12078 | 12078 | 12078 | 
| 0.2351 | 0.2398 | 0.2509 | 0.2560 | 
 
													
													
"
| 变量 | 重点监管 | 非重点监管 | 主板 | 非主板 | ||||
|---|---|---|---|---|---|---|---|---|
| 0.0504 | 0.0275 | 0.0494** | 0.0296** | 0.0693** | 0.0414** | 0.0252 | 0.0204 | |
| (0.1876) | (0.4034) | (0.0287) | (0.0477) | (0.0437) | (0.0320) | (0.2332) | (0.2233) | |
| -6.0591*** | -4.8891*** | -3.3355*** | -2.0210*** | -1.3023 | -1.1096 | -4.9941*** | -3.0389*** | |
| (0.0000) | (0.0000) | (0.0000) | (0.0000) | (0.1308) | (0.1287) | (0.0000) | (0.0000) | |
| 控制变量 | 是 | 是 | 是 | 是 | 是 | 是 | 是 | 是 | 
| 企业/年份/行业效应 | 是 | 是 | 是 | 是 | 是 | 是 | 是 | 是 | 
| 样本量 | 2871 | 2871 | 8952 | 8952 | 5736 | 5736 | 6342 | 6342 | 
| 0.3997 | 0.3898 | 0.2803 | 0.2888 | 0.2516 | 0.2510 | 0.2583 | 0.2659 | |
| [1] | 叶彦艺, 高昊宇, 杨晓光. 股价暴涨的风险: 基于中国股市的实证[J]. 中国管理科学, 2019, 27(7): 11-22. | 
| Ye Y Y, Gao H Y, Yang X G. The risk hidden in price surge: Evidence from Chinese stock markets[J]. Chinese Journal of Management Science, 2019, 27(7): 11-22. | |
| [2] | 李哲, 王文翰, 王遥. 企业环境责任表现与政府补贴获取——基于文本分析的经验证据[J]. 财经研究, 2022, 48(2): 78-92+108. | 
| Li Z, Wang W H, Wang Y. Firms' environmental responsibility performance and government subsidies: Empirical evidence based on text analysis[J]. Journal of Finance and Economics, 2022, 48(2): 78-92+108. | |
| [3] | Jin L, Myers S C. R 2 around the world: New theory and new tests[J]. Journal of Financial Economics, 2006, 79(2): 257-292. | 
| [4] | Gennotte G, Leland H. Market liquidity, hedging, and crashes[J]. The American Economic Review, 1990: 999-1021. | 
| [5] | 许年行, 于上尧, 伊志宏. 机构投资者羊群行为与股价崩盘风险[J]. 管理世界, 2013, 29(7): 31-43. | 
| Xu N X, Yu S Y, Yi Z H. Herd behavior of institutional investors and the risk of stock price collapse[J].Journal of Management World, 2013, 29(7): 31-43. | |
| [6] | Kim J B, Li Y, Zhang L. CFOs versus CEOs: Equity incentives and crashes[J]. Journal of Financial Economics, 2011, 101(3): 713-730. | 
| [7] | Jebran K, Chen S, Zhu D H. Board informal hierarchy and stock price crash risk: Theory and evidence from China[J]. Corporate Governance: An International Review, 2019, 27(5): 341-357. | 
| [8] | Courtis J K. Annual report readability variability: Tests of the obfuscation hypothesis[J]. Accounting, Auditing & Accountability Journal, 1998, 11(4): 459-472. | 
| [9] | Kothari S P, Shu S, Wysocki P D. Do managers withhold bad news?[J]. Journal of Accounting Research, 2009, 47(1): 241-276. | 
| [10] | 赵璨, 陈仕华, 曹伟. “互联网+” 信息披露: 实质性陈述还是策略性炒作——基于股价崩盘风险的证据[J]. 中国工业经济, 2020(3): 174-192. | 
| Zhao C, Chen S H, Cao W. “Internet plus” information disclosure: Substantive statement or strategic manipulation: Evidence based on the risk of stock price crash[J]. China Industrial Economics, 2020(3): 174-192. | |
| [11] | 黄金波, 陈伶茜, 丁杰. 企业社会责任、媒体报道与股价崩盘风险[J]. 中国管理科学, 2022, 30(3): 1-12. | 
| Huang J B, Chen L X, Ding J. Corporate social responsibility, media coverage and stock price crash risk[J]. Chinese Journal of Management Science, 2022, 30(3): 1-12. | |
| [12] | Zhang Z, Su Z, Wang K, et al. Corporate environmental information disclosure and stock price crash risk: Evidence from Chinese listed heavily polluting companies[J]. Energy Economics, 2022, 112: 106116. | 
| [13] | 李哲. “多言寡行” 的环境披露模式是否会被信息使用者摒弃[J]. 世界经济, 2018, 41(12): 167-188. | 
| Li Z. Will cheap talk on environmental responsibility get punished?[J]. The Journal of World Economy, 2018, 41(12): 167-188. | |
| [14] | De Long J B, Shleifer A, Summers L H, et al. Noise trader risk in financial markets[J]. Journal of Political Economy, 1990, 98(4): 703-738. | 
| [15] | Hope O K, Hu D, Lu H. The benefits of specific risk-factor disclosures[J]. Review of Accounting Studies, 2016, 21(4): 1005-1045. | 
| [16] | 赵汝为, 熊熊, 沈德华. 投资者情绪与股价崩盘风险: 来自中国市场的经验证据[J]. 管理评论, 2019, 31(3): 50-60. | 
| Zhao R W, Xiong X, Shen D H. Investor sentiment and stock price crash risk: Evidence from China[J]. Management Review, 2019, 31(3): 50-60. | |
| [17] | 孙亚菲, 王春艳, 苏木亚. 投资者情绪与股价崩盘风险——基于企业过度投资的中介效应[J]. 系统科学与数学, 2020, 40(4): 657-685. | 
| Sun Y F, Wang C Y, Su M Y. Research on the influence of investor sentiment on stock price crash risk: Based on the mesomeric effect of excessive investment by enterprises[J]. Journal of Systems Science and Mathematical Sciences, 2020, 40(4): 657-685. | |
| [18] | Chang Y C, Shao R, Wang N. Can stock message board sentiment predict future returns? Local versus nonlocal posts[J]. Journal of Behavioral and Experimental Finance, 2022, 34: 100625. | 
| [19] | 曹丰, 鲁冰, 李争光, 等. 机构投资者降低了股价崩盘风险吗?[J]. 会计研究, 2015(11): 55-61+97. | 
| Cao F, Lu B, Li Z G, et al. Can institutional investor reduce stock price crash risk?[J].Accounting Research, 2015(11): 55-61+97. | |
| [20] | Kim C, Wang K, Zhang L. Readability of 10-K reports and stock price crash risk[J]. Contemporary Accounting Research, 2019, 36(2): 1184-1216. | 
| [21] | Zhang Z, Chen R, Luo Q. Firm-specific investor sentiment, stock price synchronicity, and crash risk[J]. Applied Economics Letters, 2023, 30(4): 450-455. | 
| [22] | 顾雷雷, 郭建鸾, 王鸿宇. 企业社会责任、融资约束与企业金融化[J]. 金融研究, 2020(2): 109-127. | 
| Gu L L, Guo J L, Wang H Y. Corporate social responsibility, financing constraints, and the financialization of enterprises[J]. Journal of Financial Research, 2020(2): 109-127. | |
| [23] | 窦超, 原亚男, 白学锦. 上市公司“存贷双高”异象与股价崩盘风险[J].中国工业经济,2022(4): 174-192. | 
| Dou C, Yuan Y N, Bai X J. The phenomenon of “high deposits and loans” and stock price crash risk of listed companies[J]. China Industrial Economics, 2022(4): 174-192. | |
| [24] | Kim J B, Li Y, Zhang L. Corporate tax avoidance and stock price crash risk: Firm-level analysis[J]. Journal of Financial Economics, 2011, 100(3): 639-662. | 
| [25] | Kim J B, Li Y, Zhang L. CFOs versus CEOs: Equity incentives and crashes[J]. Journal of Financial Economics, 2011, 101(3): 713-730. | 
| [26] | 方红星, 林婷, 许东彦. 中国环境信息规制的市场效应——基于股价崩盘风险的实证检验[J]. 财经研究, 2022, 48(7): 63-78. | 
| Fang H X, Lin T, Xu D Y. The market effect of China’s environmental information regulation: An empirical test based on stock price crash risk[J]. Journal of Finance and Economics, 2022, 48(7): 63-78. | |
| [27] | Jurafsky D, Martin J H. Speech and language processing[M]. Harlow: Prentice Hall, 2009. | 
| [28] | Loughran T, McDonald B. When is a liability not a liability? Textual analysis, dictionaries, and 10-ks[J]. The Journal of Finance, 2011, 66(1): 35-65. | 
| [29] | 部慧, 解峥, 李佳鸿, 等. 基于股评的投资者情绪对股票市场的影响[J]. 管理科学学报, 2018, 21(4): 86-101. | 
| Bu H, Xie Z, Li J H, et al. Investor sentiment extracted from Internet stock message boards and its effect on Chinese stock market[J]. Journal of Management Sciences in China, 2018, 21(4): 86-101. | |
| [30] | 宋灵芝. 股吧情绪对企业股价崩盘风险的影响——基于企业投资者关系管理调节效应的研究[D]. 广州: 暨南大学硕士学位论文, 2021. | 
| Song L Z. Stock bar sentiment and the risk of stock crash[D]. Guangzhou: Master Dissertation of Jinan University, 2021. | |
| [31] | Chen J, Hong H, Stein J C. Forecasting crashes: Trading volume, past returns, and conditional skewness in stock prices[J]. Journal of Financial Economics, 2001, 61(3): 345-381. | 
| [32] | 温忠麟, 叶宝娟. 中介效应分析: 方法和模型发展[J]. 心理科学进展, 2014, 22(5): 731-745. | 
| Wen Z L, Ye B J. Analyses of mediating effects: The development of methods and models[J]. Advances in Psychological Science, 2014, 22(5): 731-745. | |
| [33] | 张玉梅, 吴先明, 高厚宾. 资源“集聚” 与“辐射” 视角下国际创新中心的成长机制研究——以粤港澳大湾区为例[J]. 中国工业经济, 2022(11): 97-115. | 
| Zhang Y M, Wu X M, Gao H B. Research on the growth mechanism of international innovation center from the perspective of resource “agglomeration” and “radiation”: Taking the Guangdong-Hong Kong-Macao greater bay area as an example[J]. China Industrial Economics, 2022(11): 97-115. | |
| [34] | Wen M. Central environmental protection inspector and stock price crash risk-evidence from polluting industries firms in China[J]. Environmental Science and Pollution Research International, 2023, 30(3): 6530-6543. | 
| [35] | 宋献中, 胡珺, 李四海. 社会责任信息披露与股价崩盘风险——基于信息效应与声誉保险效应的路径分析[J]. 金融研究, 2017(4): 161-175. | 
| Song X Z, Hu J, Li S H. Corporate social responsibility disclosure and stock price crash risk: Based on information effect and reputation insurance effect[J]. Journal of Financial Research, 2017(4): 161-175. | |
| [36] | Liu P, Teng M, Han C. How does environmental knowledge translate into pro-environmental behaviors? The mediating role of environmental attitudes and behavioral intentions[J]. Science of The Total Environment, 2020, 728: 138126. | 
| [37] | 顾海峰, 卞雨晨. 商业银行履行社会责任能否缓解银行系统性风险? ——基于中国A股上市银行的证据[J]. 会计研究, 2022(8): 72-89. | 
| Gu H F, Bian Y C. Can banking systemic risk be alleviated by commercial banks’ fulfillment of social responsibility: Evidence from Chinese A-share listed banks[J]. Accounting Research, 2022(8): 72-89. | |
| [38] | 杨何灿, 吴隽豪, 杨咸月. 北向资金与境内股票市场流动性——基于高频数据的传导机制[J]. 经济研究, 2023, 58(5): 190-208. | 
| Yang H C, Wu J H, Yang X Y. Northbound funds and the domestic stock market liquidity: Based on transmission mechanisms of high frequency data[J]. Economic Research Journal, 2023, 58(5): 190-208. | |
| [39] | 周波, 张程, 曾庆生. 年报语调与股价崩盘风险——来自中国A股上市公司的经验证据[J]. 会计研究, 2019(11): 41-48. | 
| Zhou B, Zhang C, Zeng Q S. Annual report’s tone and stock crash risk: Evidence from China A-share companies[J]. Accounting Research, 2019(11): 41-48. | 
| [1] | Zhongyi Hu, Diancheng Shui, Jiang Wu. Measurement and Evolution of Digitization Level of Chinese Listed Companies: Empirical Evidence from Annual Report Text [J]. Chinese Journal of Management Science, 2025, 33(4): 36-49. | 
| [2] | Haiyuan Yin,Wenjuan Kou. Investor Sentiment Based on Naive Bayes Method and Its Impact on Stock Idiosyncratic Risk [J]. Chinese Journal of Management Science, 2024, 32(4): 38-47. | 
| [3] | WANG Dan-yang, YAO Lu-shi. Mutual Funds’ Dynamic Liquidity Preference-Based on Expected Market Volatility and Investor Sentiment [J]. Chinese Journal of Management Science, 2023, 31(5): 39-48. | 
| [4] | YIN Hai-yuan, WU Xing-ying. Investor Sentiment, Order Flow Imbalance and Stock Liquidity [J]. Chinese Journal of Management Science, 2023, 31(5): 60-70. | 
| [5] | DONG Bing-jie, CHI Guo-tai. Study on Default Prediction Based on Sentiment Data [J]. Chinese Journal of Management Science, 2023, 31(4): 111-120. | 
| [6] | Zhi-hui GU,Rui ZHANG. Typhoon Disasters and Stock Price Crash Risk [J]. Chinese Journal of Management Science, 2023, 31(11): 12-23. | 
| [7] | WU Xi, WANG Yu-dong. The Effects of Air Pollution on Stock Prices of Heavy-air-pollution Enterprises: A Policy Intervention Perspective on Economic Value [J]. Chinese Journal of Management Science, 2023, 31(1): 267-276. | 
| [8] | WU Jin-yan, WANG Peng. Factors Affecting the Risk Contagion of the Stock Market: An Evidence from Industry-Level Data [J]. Chinese Journal of Management Science, 2022, 30(8): 57-68. | 
| [9] | ZHU Li, LIU Xiang-li, YANG Xiao-guang. Does Investor Sentiment Affect the Price Dynamic Relationship of Stock Index Futures-spot Market? [J]. Chinese Journal of Management Science, 2022, 30(4): 52-62. | 
| [10] | LI Nan, CHEN Mu-zi, YANG Xiao-guang. Research on the Influence Mechanism of Legal Environment on the Recovery of Non-performing Loans [J]. Chinese Journal of Management Science, 2022, 30(10): 60-71. | 
| [11] | CHEN Wen-bo, CHEN Lang-nan. Reactions of Stock Investors to Earnings Announcements——A Perspective from Gambling Preference [J]. Chinese Journal of Management Science, 2021, 29(9): 1-11. | 
| [12] | LIU Xing, SU Chun, SHAO Huan. Excess Control of Family Board Seats and Stock Price Crash Risk——Based on the Perspective of Related Party Transactions [J]. Chinese Journal of Management Science, 2021, 29(5): 1-13. | 
| [13] | XIANG Cheng, YANG Jun. Who Gambles in the Market? A Study on Mutual Funds’ Preferences for Lottery-like Stocks [J]. Chinese Journal of Management Science, 2021, 29(11): 224-236. | 
| [14] | ZHANG Bo, HU Wen-xiu, YANG Xi-an. Research on the Formatting Mechanism of Investor Sentiment [J]. Chinese Journal of Management Science, 2021, 29(1): 185-195. | 
| [15] | HUANG Chuang-xia, WEN Shi-gang, YANG Xin, WEN Feng-hua, YANG Xiao-guang. The Interactive Relationship between Individual Investor Sentiment and Stock Price Behaviors [J]. Chinese Journal of Management Science, 2020, 28(3): 191-200. | 
| Viewed | ||||||
| Full text |  | |||||
| Abstract |  | |||||
| 
 | ||