The impact of corporate fraud on director‐interlocked firms: Evidence from bank loans

We examine the impact of corporate fraud committed by one firm (the “fraudulent firm”) on other firms with interlocking directors (the “interlocked firms”), focusing on the debtholder side. We argue that the revelation of a fraudulent firm's fraud can damage the reputation of the interlocked firms because corporate governance can propagate via director interlocks. Empirically, we find that the interlocked firms' cost of debt is higher and the loan covenants become stricter after the fraud cases of the fraudulent firms are revealed. Consistent with the corporate governance propagation explanation, our results are weaker (stronger) for interlocked firms that have better (worse) pre‐event corporate governance standards. Our findings suggest that corporate fraud of fraudulent firms can affect other firms through director‐interlocks beyond shareholder value.     

Corporate Fraud and Corporate Bond Costs: Evidence from China

This study investigates the relationship between corporate fraud and four typical components of costs associated with corporate bonds. Based on data from a booming corporate bond market in China, we confirm that fraudulent issuers have higher corporate bond costs. Specifically, they are more likely to push upward price revisions, pay higher issue fees and coupon spreads, and encounter larger underpricing after issuance. Moreover, we demonstrate that severe corporate fraud is also significantly related to the costs of corporate bonds. Furthermore, we find that investors pay more attention to fraud in accounting information and disclosure. These results remain robust to a strand of endogeneity and through the robustness tests. In additional research, we find that bonds issued by fraudulent firms tend to receive lower ratings and show inferior performance after issuance. We also demonstrate that the effects of corporate fraud on bond costs erode as time passes, although the mitigation speed is slow. Finally, we find that hiring reputable financial intermediaries can partially mitigate the negative effects of corporate fraud.     

Debt contracts in the presence of performance manipulation

Empirical evidence suggests that firms often manipulate reported numbers to avoid debt covenant violations. We study how a firm’s ability to manipulate reports affects the terms of its debt contracts and the resulting investment and manipulation decisions that the firm implements. Our model generates novel empirical predictions regarding the use and the level of debt covenant, the interest rate, the efficiency of investment decisions, and the likelihood of covenant violations. For example, the model predicts that the optimal debt contract for firms with relatively strong (weak) corporate governance (i.e., cost of manipulation) induces overinvestment (underinvestment). Moreover, for firms with strong (weak) corporate governance, an increase in corporate governance quality leads to tighter (looser) covenant, more (less) frequent covenant violations and lower (higher) interest rate. Our model highlights that the interest rate, which is a common proxy for the cost of debt, neither accounts for the distortion of investment efficiency nor the expected manipulation costs arising under debt financing. We propose a measure of cost of debt capital that accounts for these effects.     

Do independent directors cause improvements in firm transparency?

Although recent research documents a positive relation between corporate transparency and the proportion of independent directors, the direction of causality is unclear. We examine a regulatory shock that substantially increased board independence for some firms, and find that information asymmetry, and to some extent management disclosure and financial intermediation, changed at firms affected by this shock. We also examine whether these effects vary as a function of management entrenchment, information processing costs, and required changes to audit committee independence. Our results suggest that firms can alter their corporate transparency to suit the informational demands of a particular board structure.     

Cooking the books: Recipes and costs of falsified financial statements in China

We examine the causes and consequences of falsified financial statements in China. Using bivariate probit regression analysis, we find that firms with high debt and that plan to make equity issues are more likely to manipulate their earnings and thus have to restate their financial reports in subsequent years. We also find that corporate governance structures have an effect on the occurrence and detection of financial fraud. There are significant negative consequences to fraudulent financial statements. Restating firms suffer negative abnormal stock returns, increases in their cost of capital, wider bid-ask spreads, a greater frequency of modified audit opinions, and greater CEO turnover. We also find that firms located in highly developed regions suffer more severe consequences when they manipulate their accounts.     

Corporate governance and capital allocations of diversified firms

We examine how various aspects of corporate governance structures affect the capital allocation inefficiency that drives the value discounts of diversified firms. Diversified firms with more effective internal or external governance mechanisms experience more efficient investment allocations at both the firm and segment levels and show less of a diversification discount. The efficiency of the investment allocation process is better for diversified firms with high board independence, low board busyness, high institutional ownership, high outside director ownership, high CEO equity-based pay, high audit quality, and strong shareholder rights. The results hold after controlling for other potential influences. Our evidence suggests that corporate governance considerations are important in assessing the relation between investment efficiency and firm value for diversified firms.     

Corporate Scandals and Household Stock Market Participation

We show that, after the revelation of corporate fraud in a state, household stock market participation in that state decreases. Households decrease holdings in fraudulent as well as nonfraudulent firms, even if they do not hold stocks in fraudulent firms. Within a state, households with more lifetime experience of corporate fraud hold less equity. Following the exogenous increase in fraud revelation due to Arthur Andersen's demise, states with more Arthur Andersen clients experience a larger decrease in stock market participation. We provide evidence that the documented effect is likely to reflect a loss of trust in the stock market.     

Stock market reactions to adverse ESG disclosure via media channels

This study examines the value relevance of corporate reputation risks (CRR) from adverse media coverage of environmental, social and governance (ESG) issues on stock performance at the firm level. Empirical results advance signalling theory and resource-based view by providing evidence that corporate reputation is considered a valuable intangible asset by investors and adverse ESG disclosure via media channels have a significant and negative impact on firm valuation. The research is extended using various factors and indicates that heightened CRR have a substantially negative corollary effect on stock price of smaller and less liquid firms that are typically not S&P500 constituents. Further analysis using industry classifications reveals that stock performance of companies in the ‘sin’ triumvirate (i.e., alcohol, tobacco, and gaming) is not significantly affected by negative ESG media coverage. Instead, firms in candy & soda, steel works, banking, and insurance industries are the most susceptible to investors' repercussion from undesirable media spotlight. These findings provide new insights and indicate that beyond the type and delivery method of ESG disclosures, firm characteristics, corporate reputation status and industry explain differences in investors' reaction to ‘bad’ news.     

Does social trust restrain firm financing violations? Evidence from China

We use a sample of Chinese firms to examine the impact of social trust, as an informal institution, on firm financing violations. Our findings suggest that when a firm is located in a region with high social trust, it commits fewer financing violations than those committed by firms in a region of low social trust. The results are robust for alternative measures of financing violations (fraudulent activities when issuing new shares, changing the use of new funds to uses other than the stipulated purposes, or illegally using third‐party loan guarantees), social trust, and after using instrumental variables estimation to account for endogeneity. Additional analysis suggests that the impact of social trust on restraining financing violations is more pronounced for firms having lower interest costs, facing low industry competition, located in high marketisation regions, and having good internal control. The findings show that the impact of social trust on financing violations is moderated by the economic reality of the firm (interest costs and competition), the formal institutional environment (level of marketisation), and the internal governance of a firm (internal control).     

The Role of Social Media in the Capital Market: Evidence from Consumer Product Recalls

We examine how corporate social media affects the capital market consequences of firms’ disclosure in the context of consumer product recalls. Product recalls constitute a “product crisis” exposing the firm to reputational damage, loss of future sales, and legal liability. During such a crisis it is crucial for the firm to quickly and directly communicate its intended message to a wide network of stakeholders, which, in turn, renders corporate social media a potentially useful channel of disclosure. While we document that corporate social media, on average, attenuates the negative price reaction to recall announcements, the attenuation benefits of corporate social media vary with the level of control the firm has over its social media content. In particular, with the arrival of Facebook and Twitter, firms relinquished complete control over their social media content, and the attenuation benefits of corporate social media, while still significant, lessened. Detailed Twitter analysis confirms that the moderating effect of social media varies with the level of firm involvement and with the amount of control exerted by other users: the negative price reaction to a recall is attenuated by the frequency of tweets by the firm, while exacerbated by the frequency of tweets by other users.     

Dividend taxes and investment efficiency: Evidence from the 2003 U.S. personal taxation reform

We examine the effect of a large dividend tax cut on corporate investment efficiency by exploiting the 2003 personal taxation reform in the U.S. as a quasi-natural experiment. Using a difference-in-differences approach based on the probability that a firm’s marginal investor was an individual investor, we show that the 2003 dividend tax cut significantly improved the investment efficiency of U.S. listed firms. However, we find no evidence that the dividend tax cut increased the level of investment of U.S. listed firms. Further, we show that the tax cut increased investment efficiency by mitigating agency problems associated with the excessive free cash flows of overinvesting firms and by relaxing the financial constraints of underinvesting firms.     

Robinhood investors and corporate misconduct

Using the data of retail investors' stock holdings, this study examined the effect of corporate misconduct on investor behavior. Our results showed that the number of retail investors investing in fraudulent firms tends to increase throughout the misconduct and during the public announcement. We also found that the increased volatility of stock returns heightens the interest of retail investors in the fraudulent stocks before and during the announcement of corporate misconduct. However, there was no significant change in their number after the announcement. Retail investors did not sell fraudulent stocks that have already lost significant value after the public announcement of corporate misconduct.     

有效预警上市公司违规的递延所得税异动指标和人工智能模型

2000-2017年,3434家A股上市公司样本中的47.79%至少有一次违规记录,每年平均有17%的公司违规,而监管机构平均需要2.7年查证并通告违规行为。我们用当年数据构建递延所得税异动指标,可有效预判违规,并发现监管机构未能识别这一指标的警示作用,实际激励了违规公司通过操纵递延所得税提高财务指标以规避稽查。进一步构建决策树模型,对违规事件实现样本外精准判别。本文揭示了A股公司大面积违规而稽查过程冗长迟缓这一重要现象,并分析了违规机制,指出了所得税数据在稽查违规中可以发挥的预警作用,为监管者和投资者提供有效预警上市公司违规行为的新指标和方法。     

The impact of accounting restatements on corporate innovation strategy

This study examines the effect of accounting restatements on corporate innovation strategy. Using a sample of restating firms and propensity-score-matched non-restating firms from 2000 to 2009, we find that, after restatements, restating firms experience a greater increase in exploratory innovation and a greater reduction in exploitative innovation compared to non-restating firms. These results suggest that restating firms are associated with an increased risk appetite as managers believe the upside potential may yield corporate improvement. The results also differ between fraudulent and non-fraudulent restatements, and among restatements of varying severity. The results of this study shed light on a previously unexplored consequence of accounting restatement and highlight its real impact on corporate business strategy.     

有效预警上市公司违规的递延所得税异动指标和人工智能模型

2000-2017年,3434家A股上市公司样本中的47.79%至少有一次违规记录,每年平均有17%的公司违规,而监管机构平均需要2.7年查证并通告违规行为。我们用当年数据构建递延所得税异动指标,可有效预判违规,并发现监管机构未能识别这一指标的警示作用,实际激励了违规公司通过操纵递延所得税提高财务指标以规避稽查。进一步构建决策树模型,对违规事件实现样本外精准判别。本文揭示了A股公司大面积违规而稽查过程冗长迟缓这一重要现象,并分析了违规机制,指出了所得税数据在稽查违规中可以发挥的预警作用,为监管者和投资者提供有效预警上市公司违规行为的新指标和方法。     

Stock market reactions to US Consumer Product Safety Commission enforcement actions

This study examines stock market reaction to violations of product safety regulations and firm product responsibilities in the post-enforcement period. Our event study results show that market reaction was negative to failures by firms to report product defects in a timely way. Our results also show that the stock market reaction varies depending on the type of violations, and whether there are single or multiple violations. Firms spend more on research and development and advertising in the post-enforcement period, in addition to investing in their compliance programmes which have a significant positive impact on product responsibility stewardship. Our empirical results show that the stock market reacts negatively to recall volume and refund remediation strategy. The stock market reaction is negative to social media communication about product recalls initiated by manufacturers. However, this negative effect appears to be counteracted by the positive corporate social responsibility (CSR) reputation effect of the manufacturers. Our findings imply that US manufacturing firms dealing with product recalls must be sensitive to how consumers and investors interpret the communication.     

Retail investor attention and corporate innovation in the big data era

This paper explores the corporate governance role of retail investor attention from the perspective of corporate innovation. Using a sample of Chinese listed firms from 2011 to 2019, we find that retail investor attention significantly promotes corporate innovation. Thisresult ise robust to a series of robustness checks to address potential endogeneity concerns. I further conclude that the impact of retail investor attention on corporate innovation is mainly through alleviating a firm's financial constraints and deterring agency costs. In addition, such effects are more pronounced in firms with higher media and analyst coverage as well as those with more overconfident CEOs. The results provide empirical evidence of the corporate governance function of individual investors in the current digital era.     

Should business groups be dismantled? The equilibrium costs of efficient internal capital markets

We analyze the relationship between conglomerates’ internal capital markets and the efficiency of economy-wide capital allocation, and we identify a novel cost of conglomeration that arises from an equilibrium framework. Because of financial market imperfections engendered by imperfect investor protection, conglomerates that engage in winner-picking (Stein, 1997 [Internal capital markets and the competition for corporate resources. Journal of Finance 52, 111–133]) find it optimal to allocate scarce capital internally to mediocre projects, even when other firms in the economy have higher-productivity projects that are in need of additional capital. This bias for internal capital allocation can decrease allocative efficiency even when conglomerates have efficient internal capital markets, because a substantial presence of conglomerates might make it harder for other firms in the economy to raise capital. We also argue that the negative externality associated with conglomeration is particularly costly for countries that are at intermediary levels of financial development. In such countries, a high degree of conglomeration, generated, for example, by the control of the corporate sector by family business groups, could decrease the efficiency of the capital market. Our theory generates novel empirical predictions that cannot be derived in models that ignore the equilibrium effects of conglomerates. These predictions are consistent with anecdotal evidence that the presence of business groups in developing countries inhibits the growth of new independent firms because of a lack of finance.     

Corporate misconduct,media coverage,and stock returns

This study examines the impact of increased investor attention to corporate misconduct (CM) on stock returns. We show that media coverage provides an important channel through which investor awareness of corporate wrongdoings can be enhanced. Using a unique research setting in Korea based on text analysis during the 2008–2020 period, we find that investors exhibit short-term adverse reactions to CM events. More importantly, the increased social awareness of CM issues through media coverage leads investors to penalize firms more severely. We also find that the adverse reaction to CM events is more prominent for firms with a greater negative media tone and surprise. The combined evidence supports the investor attention theory. Furthermore, the negative effects of CM on stock returns are smaller for firms with positive Corporate Social Responsibility (CSR) and Environmental, Social, and Governance (ESG) reputations, consistent with the insurance theory.     

The strategic use of corporate cash holdings in collective bargaining with labor unions

We provide evidence that firms in more unionized industries strategically hold less cash to gain bargaining advantages over labor unions and shelter corporate income from their demands. Specifically, we show that corporate cash holdings are negatively related with unionization. We also find that this relation is stronger for firms that are likely to place a higher value on gaining a bargaining advantage over unions and weaker for those firms in which lower cash holdings provide less credible evidence that a firm is unable to concede to union demands. Additionally, we show that for unionized firms increases in cash holdings raise the probability of a strike. Finally, we show that unionization decreases the market value of a dollar of cash holdings. Overall, our findings indicate that firms trade-off the benefits of corporate cash holdings with the costs resulting from a weaker bargaining position with labor.