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Institutional dual holdings and expected crash risk: Evidence from mergers between lenders and equity holders

Contemporary Accounting Research 2024 41(3), 1819-1850 open access
Exploiting mergers between lenders and shareholders of the same firm as an exogenous shock to shareholder–creditor conflicts, we examine the causal effect of these conflicts on firms' ex ante expected stock price crash risk evident in the options implied volatility smirk. The decrease in conflicts of interest between lenders and shareholders induces dual holders to encourage the disclosure of more information to alleviate costly information asymmetry with other investors and better execute their oversight role in constraining managers' bad news suppression. Consistent with expectations, we find that a firm's ex ante expected crash risk declines after a shareholder–creditor merger. We also report strong, robust evidence that the negative impact of mergers on firms' expected crash risk increases when institutional investors or lenders have a greater stake in the treatment firms or when shareholder–creditor conflicts are apt to be exacerbated. Additionally, we document that firms issue management earnings forecasts (especially bad news forecasts) more frequently after these mergers. Finally, we find that expected crash risk decreases more after mergers in firms suffering worse information asymmetry and with weak monitoring mechanisms. Our evidence suggests that option market participants value the dual holder's role in deterring managers' bad news hoarding.

Internal Control over Financial Reporting and Resource Extraction: Evidence from China*

Contemporary Accounting Research 2021 38(2), 1274-1309
ABSTRACT We examine whether the strength of internal control over financial reporting (internal control) reduces the expropriation of resources from the firm by managers and controlling shareholders. Although we have ample evidence from prior literature that internal controls reduce errors in financial reports, it is less clear that they can curb resource extraction, because management may fail to enforce these controls. Exploiting the setting of China, where we have a rich internal control data set and established measures of resource extraction, we provide evidence consistent with internal controls curbing resource extraction on average. In particular, we document a negative association between internal control strength and resource extraction. We also find that the association between internal control strength and resource extraction is weaker in settings where we expect management to have fewer incentives to enforce these controls: within state‐owned firms and within non‐state‐owned firms that have a powerful controlling shareholder. We interpret these results as suggesting that internal controls must both exist and be enforced by management for the controls to safeguard assets. Although the analyses are conducted using Chinese data, we expect the spirit of our findings to generalize to other settings—management can “window dress” internal control procedures while still engaging in undesirable behavior.

Does the Threat of a PCAOB Inspection Mitigate US Institutional Investors' Home Bias?*

Contemporary Accounting Research 2021 38(4), 2622-2658 open access
ABSTRACT We exploit the staggered introduction of the PCAOB's international inspection program to examine the role that the stringency of public audit oversight plays in shaping US institutional investors' home bias. Analyzing a sample of foreign firms listed in the United States, we evaluate whether US institutional investors hold larger equity stakes in these firms—a longstanding issue that reflects investor portfolio decisions—if their auditors are exposed to the threat of a PCAOB inspection. In a differences‐in‐differences framework, we find that US‐listed foreign firms enjoy an increase in US institutional investors' equity positions after their auditors become subject to PCAOB inspection access. Cross‐sectional analysis implies that the benefit of the PCAOB inspection threat in mitigating US institutional investors' home bias is concentrated in foreign countries without a strict local audit oversight system; active US institutional investors that are known to value accounting transparency; and firms from countries that grant PCAOB access later (after the onset of its international inspection program in 2005). Our evidence suggests that foreign firms become better known in the capital markets under the PCAOB inspection program, which induces US institutional investors to acquire larger equity stakes in US‐listed foreign firms given the lower information asymmetry that ensues under the PCAOB inspection threat.

Stock market liberalization and corporate investment revisited: Evidence from China

Journal of Banking & Finance 2024 158, 107053
Recent reform in China has made a subset of Chinese stocks available to foreign investors, partially opening up China's stock market. Our difference-in-differences analysis shows that this liberalization reform boosts investments in investable firms relative to noninvestable ones, with results robust to various sensitivity analyses. Besides capital inflows and risk sharing, a potential but underexplored channel is improved corporate governance due to direct and indirect pressures from foreign investors, which lowers the cost of capital and improves capital allocation efficiency. Consistent with this corporate governance channel, we find that the liberalization reform reduces investable firms’ agency costs, increases their investment efficiency and total factor productivity, and improves their operating performance. Further analysis finds that the positive investment effect from the liberalization reform is stronger among firms that were poorly governed before the reform.

Asset Pricing with Cohort‐Based Trading in MBS Markets

Journal of Finance 2022 77(6), 3249-3287 open access
ABSTRACT Agency mortgage‐backed securities (MBSs) with diverse characteristics are traded in parallel through individualized specified pool (SP) contracts and standardized to‐be‐announced (TBA) contracts with delivery flexibility. This parallel trading environment generates distinctive effects on MBS pricing and trading: (i) Although cheapest‐to‐deliver (CTD) issues are present in TBA trading and absent from SP trading by design, MBS heterogeneity associated with CTD discounts affects SP yields positively, with the effect stronger for lower‐value SPs; (ii) high selling pressure amplifies the effects of MBS heterogeneity on SP yields; and (iii) greater MBS heterogeneity dampens SP and TBA trading activities but increases their ratio.

Consolidating Product Lines via Mergers and Acquisitions: Evidence From the USPTO Trademark Data

Journal of Financial and Quantitative Analysis 2022 57(8), 2968-2992 open access
Using a new trademark-based product market competition measure and a novel trademark-merger data set over the period 1983–2016, we show that companies facing greater product market competition are more likely to be acquirers. We further show that postmerger, compared to their nonacquiring peers, acquirers consolidate their product offerings by discontinuing more existing product lines and developing fewer new product lines. Using a quasi-experiment based on bids withdrawn due to exogenous reasons helps us establish the causal effect of deal completion on product-market consolidation. We conclude that acquisitions create product market synergies by cutting overlapping product offerings to achieve cost efficiency.

Individual Investors’ Dividend Taxes and Corporate Payout Policies

Journal of Financial and Quantitative Analysis 2017 52(3), 963-990 open access
The 2012 Dividend Tax Reform in China ties individual investors’ dividend tax rates to the length of their shareholding period. We find that firms facing a reduction (increase) in their individual investors’ dividend tax rates are more (less) likely to increase dividend payout. Such an effect is concentrated in firms where incentives of controlling shareholders and minority shareholders are aligned. Furthermore, investors respond to this tax law change by reducing trading activities before the cum-dividend day and successfully lower their dividend tax penalty. Overall, our evidence enhances the notion that individual investors’ tax profiles shape firms’ payout policies.

Strategic Nondisclosure in Takeovers

The Accounting Review 2022 97(4), 345-370
ABSTRACT We examine takeover auctions when an informed bidder has better information about the target value than a rival and target shareholders. The informed bidder's information is either hard or soft, and only hard information can be credibly disclosed. We show that withholding information creates a winner's curse, thereby serving as a preemption device that deters the rival's participation. In turn, an endogenous disclosure cost arises that induces the informed bidder to optimally withhold favorable information to minimize the acquisition price—breaking down the standard unraveling result, even if his information is always hard. Perhaps surprisingly, stronger competition from the uninformed bidder can reduce the target shareholders' payoff and increase the payoff of the informed bidder while unambiguously improving social welfare. Moreover, “hardened” information can reduce the gains to trade, decreasing welfare, but increasing shareholders' payoff. Our results provide a cautionary note to promoting more competition and more disclosure. JEL Classifications: D44; D82; G34; M41.

Dividend Taxes, Investor Horizon, and Idiosyncratic Volatility

The Accounting Review 2021 96(3), 403-430
ABSTRACT We examine whether dividend tax induced lock-in reduces idiosyncratic volatility. The 2012 Dividend Tax Reform in China tied individual investors' dividend tax to the length of their shareholding period, with short-term individual investors entering into higher tax brackets. We find that high dividend firms experience a reduction in idiosyncratic volatility, relative to low dividend firms, after the reform. The effect is more pronounced when high dividend firms have more retail investors and exhibit greater uncertainty. High dividend firms also experience a reduction in stock price crashes. Finally, with reduced trading by individual investors who are likely less informed, earnings announcements of high dividend firms trigger less trading volume during the event window post-reform, but enable more complete price reactions. We conclude that dividend tax induced lock-in, through discouraging short-term individual investors' trading, stabilizes the market and improves share price informativeness. JEL Classifications: G12; G14; G35; F38.

Oil price increases and the predictability of equity premium

Journal of Banking & Finance 2019 102, 43-58
We show that increases in oil prices, rather than changes in oil prices, can predict stock returns. The revealed stock return predictability is both statistically and economically significant. The forecasting performance of oil price increases is not affected by changes in the choice of subsample, a considerable advantage over other popular predictors. We obtain greater forecasting gains by adding oil price increases as an additional predictor to univariate macro models. This forecasting improvement is also present when using multivariate information methods. The success of oil-macro models in forecasting stock returns is robust to a large battery of robustness tests. Oil price increases predict stock returns by affecting future industrial production and discount rates.