News-based ESG sentiment and stock price crash risk

From the perspective of ESG news-based sentiment, we examine the impact of ESG performance on stock price crash risk. This paper constructs a sentiment index based on ESG news to measure public opinion of listed firms. First, there is a significant negative relationship between ESG news sentiment and stock price crash risk, indicating that higher ESG news sentiment can reduce the crash risk. Second, heterogeneity analysis demonstrates that ESG sentiment has a greater impact on crash risk reduction for firms with lower analyst coverage, lower information transparency, voluntary ESG information disclosure and non-state-owned. In addition, mechanism tests indicate that ESG sentiment affects stock price crash risk by reducing negative ESG incidents, information asymmetry, and agency costs. This paper examines the research inference that ESG news sentiment is beneficial in reducing stock price crash risk and expands the research on the governance mechanism of stock price crash risk.     

Does media coverage deter firms from withholding bad news? Evidence from stock price crash risk

Spurred by the informational and disciplinary roles that the media fulfils, this study provides initial evidence on how higher media coverage is associated with a lower tendency of firms withholding bad news, proxied by stock price crash risk. Our main findings are robust to a battery of tests that account for endogeneity concerns including a difference-in-differences analysis based on newspaper closures that exogenously reduce media coverage and a regression-discontinuity design analysis based on the top band of Russell 2000 and lower band of Russell 1000 index stocks. Additional tests reveal that the negative relation between media coverage and stock price crash risk is concentrated within firms with more negative and novel news coverage and firms with higher litigation or reputation risks. We also find that media plays an important role in reducing future stock price crash risk when there is reduced monitoring by other external monitoring mechanisms such as external auditors, financial analysts, and institutional shareholders.     

Large blockholders and stock price crash risk: An international study

This study examines the relationship between large blockholders and stock price crash risk across 44 countries. Based on the results, firms held by large blockholders have a lower firm-specific crash risk than widely held firms. In this case, the higher the proportion of voting rights, the lower the risk. In addition, the negative association is more pronounced in firms undertaking overinvestment activities. The findings also suggest that large shareholders serve as monitors in firms, reducing agency costs and leading to lower stock price crash risk. Meanwhile, this mitigating effect is stronger in firms held by a family, another widely held corporation, and the state. Conversely, the results show no such effect in firms held by a large institutional investor. Finally, the relationship is more pronounced in developed countries and in English common law and German civil law countries, thus highlighting the role of large blockholders as a complementary governance mechanism, rather than a substitutive one.     

Stock price crash risk and CEO power: Firm-level analysis

This study examines the impact of stock price crash risk on future CEO power. Using a large panel sample with 17,816 firm-year observations, we posit and find a significant negative impact of stock price crash risk on CEO power, suggesting that CEO power becomes smaller after stock price crashes. We also find that our results are stronger for firms with female CEOs and are largely driven by firms with shorter-tenure CEOs. In addition, we find that the significant negative impact of stock price crash risk on CEO power is diminished for firms with strong corporate governance. Our study responds to the call in Habib, Hasan, and Jiang (2018) by providing more empirical evidence on the consequences of stock price crash risk.     

Do mandatory risk factor disclosures reduce stock price crash risk?

We test whether voluntary or mandatory risk factor disclosures (RFDs) in 10-K filings is associated with a reduction in stock price crash risk. We find that the level of mandatory RFDs in 10-K filings is associated with a reduction in stock price crash risk but find no similar relationship for voluntary RFDs. We exploit two exogenous shocks to mitigate endogeneity concerns that remain to be addressed in the literature. We investigate the moderators for this relationship and find the reduction is magnified among firms with higher information asymmetry, higher litigation risk, or better corporate governance. Overall, our findings identify a potential avenue to mitigate stock price crash risk and provide evidence that mandated RFDs contain useful information content and benefit investors.     

Economic policy uncertainty,corporate investment decisions and stock price crash risk: Evidence from China

We examine the relationship between economic policy uncertainty (EPU) and stock price crash risk via the corporate investment in Chinese listed firms. Results show that higher EPU is associated with lower crash risk. Firms increase financial asset holdings and reduce overinvestment when EPU rises, leading to lower future crash risk. State-owned enterprises (SOEs) and firms with lower management incentives tend to reduce overinvestment, whereas non-SOEs tend to increase financial asset holdings. Thus, firms tend to be cautious in their investments when EPU is high, which reduces crash risk. Our study provides new insights into the validity of the Lucas critique in China.     

Zero-leverage policy and stock price crash risk: Evidence from Korea

This study examines the difference in stock price crash risk between zero-leverage and non-zero-leverage firms. We find that zero-leverage firms have a significantly higher future stock price crash risk than non-zero-leverage firms. Next, we find that the positive relation between zero-leverage policy and future stock price crash risk is more pronounced when firms have higher controlling shareholders' ownership and foreign ownership. We also find that the positive relation is more pronounced for firms with low cash holdings than for those with high cash holdings. Further, we find that the positive relation is stronger for dividend-paying firms than non-dividend-paying firms. Our results are robust to alternative estimation specifications and endogeneity concerns. Overall, our findings shed light on the extent to which extreme corporate financial policy has an impact on future stock price crash risk. Our empirical evidence also provides meaningful implications for how stakeholders (especially investors) predict stock price crash risk in the context of extremely conservative capital structure.     

海归高管抑制了股价崩盘风险吗？

以我国A股上市公司2009—2017年数据为样本,研究高管的海外经历对公司未来股价崩盘风险的影响。发现海归高管有助于降低公司未来股价的崩盘风险,在多种稳健性检验并控制内生性问题后,以上结论仍然成立。另外,海归高管降低股价崩盘的效果在分析师关注较少的企业以及外部审计质量较弱的企业中表现得更加明显。机制分析表明,海归高管通过降低公司过度投资以及提高会计信息质量来抑制股价崩盘风险。     

Local speculative culture and stock price crash risk

Using unique city gambling conviction data in China as a proxy for a local speculative culture, we examine the impact of such a culture on stock price crash risk. We find that firms in regions with a stronger speculative culture are more likely to experience future stock price crash risk. The results are consistent after using 2SLS regression analysis (IV) and staggered difference-in-difference (DID) analysis to mitigate endogeneity concerns. Further analysis shows that overinvestment, excessive debt, accounting conservatism and charitable donations are the main channels through which local speculative culture affects stock price crash risk. We also find that the positive relationship between local speculative culture and stock price crash risk is more salient for small firms and firms with managers with a cultural backgrounds similar to the local culture. Our study implies that the local culture plays an important role in the practice of corporate governance.     

Audit firm's Confucianism and stock price crash risk: Evidence from China

This study examines the association between audit firm's Confucianism and stock price crash risk. We postulate that Confucian moral standards predict a mixed relationship between audit firm's Confucianism and stock price crash risk. Using a large sample of listed firms in China during 2006–2018, we find that audit firm's Confucianism is positively related with client's future stock price crash risk, implying that Confucianism of audit firm aggravates client's bad news hoarding behavior. The effect is more pronounced for client without female auditors and/or with closer personal relationship with auditors. Mechanism analysis shows that audit firm's Confucianism exacerbates crash risk by worsening audit quality and information transparency. Political discipline and external monitoring help to alleviate the negative influence of audit firm's Confucianism on stock price crash risk.     

Do political connections affect stock price crash risk? Firm-level evidence from China

Using a sample of Chinese listed firms in the period from 2003 to 2012, this paper empirically investigates how the presence of politically connected directors affects stock price crash risk. We thereby make a distinction between listed state-controlled firms and privately controlled firms due to their different incentives to appoint politicians as directors on the board. Our empirical results show that politically connected directors exacerbate stock price crash risk in listed state-controlled firms, an effect driven by the appointment of local government officials as directors. In contrast, hiring politicians as directors, particularly central-government-affiliated directors, helps listed privately controlled firms to reduce stock price crash risk. Finally, good quality of institutions does not help to alleviate the positive relationship between political connections and stock price crash risk in listed state-controlled firms. However, it does weaken the role of political connections in reducing crash risk in listed privately controlled firms.     

Does corporate eco-innovation affect stock price crash risk?

We examine the effect of corporate environmental innovation (hereafter eco-innovation) on stock price crash risk and document a significant negative association. Utilising a large sample of publicly listed U.S. firms for the period 2003 to 2017, we find that an increase in eco-innovation from the 25th to the 75th percentile is associated with 17.62% reduction in stock price crash risk. This outcome remains robust to a variety of sensitivity tests and after accounting for potential endogeneity concerns. Eco-innovative firms attract more institutional investors and equity analyst following and disclose more information leading to lower stock price crash risk. Additional tests reveal that the negative effect of eco-innovation is contingent on the political leadership's ideology and environmental sensitivity. Our paper contributes to the ongoing discourse on the costs and benefits of eco-innovation, documenting the value-enhancing perspective of eco-innovation.     

金融同业活动与实体企业经营风险——来自地区层面同业存单业务的证据

本文研究了地区层面金融同业活动对实体企业经营风险的影响。基于各省份金融机构开启同业存单业务的研究表明,地区层面金融同业活动显著提升了当地上市企业股价大幅下跌的风险。进一步研究表明,随着同业存单业务的发展,当地上市企业债务融资成本和风险水平有所上升,而业绩表现和市场价值有所下降。上述发现表明,企业融资链条变长后,信贷市场道德风险上升,部分企业因风险偏好增强导致经营风险上升,更容易突然出现负面事件而导致股价大幅下跌。本文的发现揭示了金融同业活动存在监管规避的可能性及其影响实体企业的潜在路径,凸显了完善金融监管以更好服务实体经济发展的重要现实意义。     

Divergence of Cash Flow and Voting Rights,Opacity, and Stock Price Crash Risk: International Evidence

This study investigates whether and how the deviation of cash flow rights (ownership) from voting rights (control), or simply the ownership‐control wedge, influences the likelihood that extreme negative outliers occur in stock return distributions, which we refer to as stock price crash risk. We do so using a comprehensive panel data set of firms with a dual‐class share structure from 20 countries around the world for the period of 1995–2007. We predict and find that opaque firms with a large wedge are more crash prone than opaque firms with a small wedge. In addition, we predict and find that the positive relation between the wedge and crash risk is less pronounced for firms with more effective external monitoring and for firms with greater growth opportunities. The results of this study are broadly consistent with Jin and Myers’s theory that agency costs, combined with opacity, exacerbate stock price crash risk.     

Does alternative data reduce stock price crash risk? Evidence from third-party online sales disclosure in China

This study empirically investigates the effect of releasing alternative data on firm-specific price crash risk. Using the public launch of a firm's third-party online sales data in a well-known Chinese financial database as an exogenous shock, we find that stock price crash risk significantly decreases with the disclosure of third-party online sales data. The results are robust to a series of endogeneity corrections and robustness checks. We also find that the reduction of stock price crash risk is due to the decrease in managers' bad news withholdings and the increase in the accuracy of market expectations. In addition, the negative association between third-party online sales disclosure and crash risk is more pronounced for firms with weaker external governance, higher earnings volatility, greater likelihood of sales manipulation, and lower book-to-market ratio. Our findings yield important implications for a comprehensive understanding of the information disclosure effect of online sales data in the capital market and the mechanisms to reduce stock price crash risk.     

Short-sale refinancing and price adjustment speed to bad news: Evidence from a quasi-natural experiment in China

Short selling may accelerate stock price adjustment to negative news. However, the literature provides mixed evidence for this prediction. Using short-sale refinancing and a staggered difference-in-differences (DID) model, this paper explores the effect of short selling on stock price adjustment. Our results show that (1) short-sale refinancing improves the speed of stock price adjustment to negative news. This result holds after we control for endogeneity. (2) The positive relationship between short-sale refinancing and stock price adjustment speed is significant in subsamples of stocks with higher earnings management or lower accuracy of analyst forecasts, indicating that firms with more opaque information are more likely to be targeted by short sellers. In subsamples of stocks with a higher ownership concentration or lower ownership by institutional investors, short selling is more likely to increase the speed of stock price adjustment, indicating that ownership structure may influence negative news mining. (3) As short-sale refinancing exacerbates the absorption of bad news by stock prices, it increases crash risk. This study enriches the research on the economic consequences of short selling and provides empirical evidence supporting regulations on short selling in China.     

金融同业活动与实体企业经营风险——来自地区层面同业存单业务的证据

本文研究了地区层面金融同业活动对实体企业经营风险的影响。基于各省份金融机构开启同业存单业务的研究表明,地区层面金融同业活动显著提升了当地上市企业股价大幅下跌的风险。进一步研究表明,随着同业存单业务的发展,当地上市企业债务融资成本和风险水平有所上升,而业绩表现和市场价值有所下降。上述发现表明,企业融资链条变长后,信贷市场道德风险上升,部分企业因风险偏好增强导致经营风险上升,更容易突然出现负面事件而导致股价大幅下跌。本文的发现揭示了金融同业活动存在监管规避的可能性及其影响实体企业的潜在路径,凸显了完善金融监管以更好服务实体经济发展的重要现实意义。     

Internal whistleblowing and stock price crash risk

We investigate the impact of internal whistleblowing on stock price crash risk in China. We expect that internal whistleblowing plays a crucial role in preventing firms from misconducting, which would result in a lower stock price crash risk. Consistent with this conjecture, the empirical evidence negatively correlates internal whistleblowing and stock price crash risk. Our results remain robust when adopting the instrumental variable, propensity matching method, and Heckman's two-stage model. Path analysis shows that internal whistleblowing lowers the crash risk by reducing firms' accounting violations and executives' frauds. The effect is more pronounced in firms with a positive organizational environment and non-state-owned firms. Overall, the study contributes to the emerging literature on the governance role of whistleblowing.     

Institutional cross-ownership and stock price crash risk

Using manually collected data of Chinese listed firms during the period 2007–2018, we provide strong and robust evidence that institutional cross-ownership is negatively associated with firm-specific stock price crash risk. Building on China’s institutional settings, we document that the negative relation is more pronounced for firms located in provinces with higher political uncertainty, or state-owned enterprises. This paper also conducts several mechanisms analyses and has confirmed three potential influencing mechanisms, such as information advantage, governance improvement and anticompetitive incentives, in explaining the effect of institutional cross-ownership on stock price crash risk. Overall, this paper develops a new perspective to investigate the ways to alleviate stock price crash risk in emerging markets.     

Directors' and officers' liability insurance and stock price crash risk

We investigate the impact of directors' and officers' insurance (D&O insurance) on stock price crash risk. We find that D&O insurance in China is negatively associated with stock price crash risk. This association is robust to a series of robustness checks including the use of alternative sample, Heckman two-step sample selection model, propensity score matching procedure, fixed effects model, the inclusion of some possibly omitted variables, and bootstrap method. Further analyses show that the impact of D&O insurance on crash risk is more pronounced in firms with lower board independence, non-Big 4 auditors, lower institutional shareholdings, and weaker investor protection; and the negative relationship between D&O insurance and crash risk is not driven by the eyeball effect. Moreover, we find that D&O insurance purchase is associated with less financial restatements and more disclosure of corporate social responsibility reports. Our findings provide support to the notion that D&O insurance appears to improve corporate governance.