The impact of short-selling pressure on corporate employee relations

We show that randomly-selected Regulation SHO pilot firms respond to an increased threat of short selling by significantly improving their employee relations. Pilot firms enhance employee security to reduce the likelihood of employee-related negative publicity. The reduction of workplace concerns is most evident among pilot firms with higher degree of earnings manipulation, short interest potential, likelihood of labor disputes and employee whistle-blowing. Pilot firms experience better stock performance during the post Reg-SHO period after easing workplace concerns. Overall, our study provides novel evidence that the removal of short-selling constraints has a real effect on labor relations.     

The unintended real effects of short selling in an emerging market

Exploiting the staggered removal of short-sale bans in China, we document unintended real effects of allowing short selling in an emerging market featured by concentrated ownership and weak investor protection. Pilot firms have worse short-term and long-term market performances after the removal of short-sale bans. Additionally, pilot firms undertake less risk and have worse performance following the launch of the program. The effect is stronger when controlling shareholders' private benefit is large and when corporate governance is weak. Faced with increased short selling threats, pilot firms cut capital investments and R&D expenditures, reduce equity financing, and lower debt ratios. Contrary to prior studies showing that short selling encourages value-enhancing risky investments in developed markets, our findings suggest that in emerging markets such as China, short selling can result in value losses by inducing firms to forgo profitable risky projects.     

Can short selling improve internal control? An empirical study based on the difference‐in‐differences model

Based on pilot margin trading in China, this study examines how short selling affects internal control quality in listed firms. Using the difference‐in‐differences approach, we find that compared with control firms, firms that are eligible for short selling significantly improve their internal control after they are designated as underlying securities. We consider the effects of state ownership and external auditors. The improvement in internal control is only significant for non‐state‐owned firms and firms audited by non‐Big 4 auditors. These findings indicate that short selling can improve firms’ internal control and play a role in their corporate governance.     

Short selling constraints and politically motivated negative information suppression

This study examines the effect of short selling constraints on politically motivated suppression of negative information. We use a unique setting in China, in which there are multiple exogenous changes in short selling constraints and firms have strong incentives to suppress negative information during politically sensitive periods. Results from Difference-in-Differences analyses and a regression discontinuity design show that removing short selling constraints can reduce politically motivated bad news suppression. Short selling can reduce negative information suppression through the channels of improved financial reporting quality, more voluntary disclosure from management, and more timely release of information by media. In addition, the effect of short selling on reducing bad news hoarding is more pronounced for more politically sensitive meetings and for state-owned firms located in regions with weaker market and institutional development.     

Do short sellers anticipate late filings?

Exploiting the setting of firms that are unable to disclose timely financial reports and thus must file with the U.S. Securities and Exchange Commission (SEC) the NT 10-K (Q) report, this study examines whether short sellers target firms with financial reporting weaknesses. We find that short interest increases in firms prior to the NT 10-K (Q) filing, suggesting that short sellers identify and target firms that cannot file their financial reports in a timely manner. Short selling is positively significantly related to subsequent late filing status, and is more pronounced in late filers with high newswire activity and with accelerated filing deadlines. Short selling of late filing firms is significantly negatively related to subsequent performance thereby suggesting that short sellers' trades pertinent to late filers are profitable. Overall, the results underscore a high information processing ability of short sellers in the setting of firms that exhibit financial reporting deficiencies.     

Short‐selling constraints and corporate payout policy

This study shows that managers adjust corporate payout policies to counteract intensified short‐selling pressures following the removal of a short‐selling constraint. We use a controlled experiment, the Regulation SHO pilot program, to find that changing the short‐selling rule brings small companies to increase cash dividends, but not to repurchase more shares. Because paying dividends is costly, it is acknowledged as a more reliable signal of stock undervaluation than share repurchase. While our evidence suggests that companies select this payout strategy to deter predatory short sellers, it also shows that a short‐selling activity has a causal effect on corporate payout decisions.     

Short-selling restrictions and firms’ environment responsibility

We examine the effect of short selling on firms’ environmental pollution control behavior. Using novel data from Chinese listed firms, we demonstrate that when the short selling of stocks is permitted, the respective firms invest more in pollution protection. Consequently, ex ante threats to short selling could potentially explain firms’ investment in pollution protection. In contrast, we do not find a positive relation between margin trading and firms’ pollution protection expenses. We further discover that the effect of short selling is more pronounced in firms with lower institutional ownership and lower market competition. These findings shed light on the role of short sales in pollution abatement.     

Short Selling and Earnings Management: A Controlled Experiment

During 2005 to 2007, the SEC ordered a pilot program in which one‐third of the Russell 3000 index were arbitrarily chosen as pilot stocks and exempted from short‐sale price tests. Pilot firms’ discretionary accruals and likelihood of marginally beating earnings targets decrease during this period, and revert to pre‐experiment levels when the program ends. After the program starts, pilot firms are more likely to be caught for fraud initiated before the program, and their stock returns better incorporate earnings information. These results indicate that short selling, or its prospect, curbs earnings management, helps detect fraud, and improves price efficiency.     

Why do firm fundamentals predict returns? Evidence from short selling activity

This study uses short selling activity to test whether the relation between fundamentals and future returns is due to rational pricing or mispricing. We find that short sellers target firms with fundamental performance below market expectations. We also show that short selling activity reduces the return predictability of fundamentals by speeding up the price adjustments to negative fundamental signals. To further investigate whether the returns earned by short sellers reflect rational risk premia or mispricing, we exploit a natural experiment, namely Regulation of SHO, which creates exogenous shocks to short selling by temporarily relaxing short-sale constraints. Evidence from the experiment confirms that the superior returns to short sellers result from exploiting overpricing. Overall, our study suggests that the return predictability of fundamentals reflects mispricing rather than rational risk premia.     

Margin trading,short selling,and bond yield spread

Using a quasi-natural experiment, this study examines the effects of margin trading and short selling on bond yield spread in China. It finds that both margin trading and short selling can reduce bond yield spread. Additionally, it finds that margin trading lowers firms’ debt ratios and increases their credit ratings, which explains the reduced spread. In other words, margin trading can impact investors’ decisions by revealing positive information about a firm. Another finding is that short selling lowers the bond yield spread by decreasing earnings management, suggesting that short selling has an impact on investors’ decisions through its effect on corporate governance. Our results suggest that margin trading transmits positive information and short selling impacts firms’ policies. These results provide support for future regulations of margin trading and short selling.     

Tick Size and Financial Reporting Quality in Small-Cap Firms: Evidence from a Natural Experiment

Using a natural experiment (the SEC's 2016 Tick Size Pilot Program), we investigate the effects of an increase in tick size on financial reporting quality. The tick size pilot program reduces algorithmic trading (AT) and increases fundamental investors’ information acquisition and trading activities. This in turn increases the scrutiny of managers’ financial reporting choices and reduces their incentives to engage in misreporting. Using a difference-in-differences research design, we find a significant decrease in the magnitude of discretionary accruals, a significant reduction in the likelihood of just meeting or beating analysts’ forecasts, and a marginally significant decrease in restatements for the treated firms in the pilot program. Furthermore, we find that the change in financial reporting quality is concentrated in treated firms experiencing decreases in AT and increases in information acquisition activities. We also find that the mispricing of accruals is significantly lower for treated firms. Taken together, our results suggest that an increase in tick size has a causal effect on firms’ financial reporting quality.     

卖空与创新:A股公司融券试点的证据

本文依托中国A股市场2010年开始实施的融券试点,在通过多时点双重差分和倾向得分匹配等计量方法控制内生性的基础上,实证检验了卖空对上市公司创新行为的促进作用.结果 表明:(1)加入融券标的后,卖空公司的创新数量和创新质量都有显著提高;(2)对于金融市场欠发达、治理水平较差的公司,这种作用更明显;(3)在使用融券余额作为卖空势力的测度并用ETF基金持股比例作为工具变量进一步控制内生性以后,以上结论仍然成立.卖空有助于降低创新企业的信息不对称性和加强对经理人的薪酬激励,进而促进了企业的创新.因此,取消卖空限制将有助于中国企业的创新和资本市场的健康稳定发展.     

Which financial stocks did short sellers target in the subprime crisis?

Tracing the SEC ban on the short selling of financial stocks in September 2008, this paper investigates whether such selling activity before the 2008 short ban reflected financial companies’ risk exposure in the subprime crisis. Evidence suggests that short sellers sold short stocks that had the greatest asset and insolvency risk exposures, and that the short selling of financial firms’ stocks was not significantly greater than that of non-financial firms after we match them on firm size and insolvency risk. When the short ban was in effect, the market quality of financial stocks without subprime assets exposure had deteriorated to a larger degree than that of financial companies with subprime assets exposure. The findings imply that such a regulation may mute the market disciplining effects of investors and may also be seen as a counterweight to any perceived macro or systemic risk reduction benefits resulting from such a ban.     

Internal control weaknesses and evidence of real activities manipulation

We examine whether US public firms that file internal control weakness (ICW) disclosure reports with the Securities and Exchange Commission, as part of the reporting requirements under Section 404 of the Sarbanes–Oxley (SOX) Act, exhibit higher levels of real activities manipulation (RM), compared to firms that do not file such reports. Using firm-level data for the post-SOX period, 2004–2010, we find a positive relationship between firms reporting internal control weaknesses and real activities manipulation. Further, those ICW-firms that use RM to beat earnings benchmarks have lower performance in the subsequent year. Our results also show that firms do not use discretionary accruals as a substitute for RM when they report internal control weaknesses. Overall, our findings suggest that ICW-firms are prone to using real activities manipulation as a form of earnings management. Our findings also have implications for audit quality as auditors need to gain a better understanding of how real activities manipulation influences the operations of the firm.     

Does capital market drive corporate investment efficiency? Evidence from equity lending supply

The increased equity lending supply (ELS) in the equity loan market, available for short sellers to borrow, exposes a firm to greater short selling threats. Considering short sellers' strong incentives to uncover firm-specific information and monitor managers, we hypothesize that short selling threats, proxied by ELS, enhance corporate investment efficiency. We find that ELS significantly reduces managerial tendencies to underinvest (overinvest) especially for firms prone to underinvest (overinvest). The effect of ELS on investment efficiency is stronger for firms with higher information asymmetry and weaker corporate governance, confirming short sellers' role in mitigating information and agency costs. However, short selling risk weakens the effect of ELS. Our evidence is robust to endogeneity checks and suggests that corporate investment can be driven by a particular capital market condition: the amount of lendable shares in the equity loan market.     

Migrate or not? The effects of regulation SHO on options trading activities

In this study, we investigate the effects of stock short-sale constraints on options trading by exploiting two US Securities and Exchange Commission rule changes under Regulation SHO: Rule 203 (locate and close-out requirements) and Rule 202T (temporary removal of short-sale price tests). We find that stock short selling activities decrease (increase) significantly after Rule 203 (Rule 202T) implementation, supporting the validity of Rule 203 (Rule 202T) as an exogenous increase (decrease) in short-sale constraints. Options volume increases significantly after Rule 203 went into effect and the result is more pronounced among firms with lower levels of institutional ownership and smaller options bid-ask spreads. Therefore, the evidence from Rule 203 suggests that investors may use options as substitutes for stock short sales when short selling is less feasible or more costly due to the locate and delivery requirements. In contrast, we find no significant change in the options trading volume of pilot stocks during the pilot program of Rule 202T. Overall, our results indicate that the impact of short-sale constraints on options trading varies with the types of constraints affected.     

Does takeover activity affect stock price crash risk? Evidence from international M&A laws

We exploit the staggered initiation of merger and acquisition (M&A) laws across countries as a plausibly exogenous shock to the threat of takeover to examine whether the market for corporate control has a real effect on firm-level stock price crash risk. Using a difference-in-differences regression on a large sample of firms from 32 countries, we find that stock price crash risk significantly decreases following the passage of M&A laws. This effect is stronger for firms domiciled in countries with poorer investor protection and information environments and for firms with weaker firm-level governance. Further, financial reporting opacity and overinvestment significantly decrease in the post-M&A law periods. Our study suggests that an active takeover market has a disciplining effect on managerial bad news hoarding and leads to lower future crash risk.     

卖空机制能够约束内部人减持吗？——基于融资融券制度的经验证据

本文以我国放松卖空管制为视角,探究其对内部人减持的影响。研究表明,卖空机制能够抑制企业内部人减持行为。机制分析发现,卖空对内部人减持的抑制作用是通过缓解股权高溢价实现的。进一步研究表明,卖空能够抑制大股东、董事以及管理层减持,但对监事减持无影响;卖空能够降低内部人减持的获利程度,并且在内部人减持动机更大时,对内部人减持的抑制作用更强;卖空通过约束内部人减持提升了股票定价效率,还有助于降低内部人增持行为。本文的研究结论丰富了卖空和内部人减持领域的文献,并对政府部门完善制度设计具有启示意义。     

Short Selling and the Weekend Effect in Nasdaq Stock Returns

We examine daily short selling of Nasdaq stocks to explore whether speculative short selling causes a significant portion of the weekend effect in returns. We identify a weekend effect in speculative short selling whereby it constitutes a larger percentage of trading volume on Mondays versus Fridays. We find an opposite effect in dealer short selling, consistent with market makers adding liquidity and stability. Our main finding is that speculative short selling does not explain an economically meaningful portion of the weekend effect in returns, even among the firms most that are most actively shorted. This finding contradicts some prior studies.     

Short sellers and insider trading profitability: A natural experiment

We examine the impact of short sellers on insider trading profitability using a natural experiment of a pilot program which relaxed short-selling constraints for randomly selected pilot stocks. We find that pilot firms experienced a significant decrease in insider trading profitability during the pilot program. The results are more pronounced for the pilot firms with poor information quality, and for the pilot firms without corporate restrictions on insider trading. Our evidence suggests that short sellers serve an important market disciplinary role by reducing insider trading profitability.