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Insider Trading as a Signal of Private Information

Review of Financial Studies 1993 6(1), 79-119
[There is substantial evidence that insider trading is present around corporate announcements and that this insider trading is motivated by private information. Using real estate investment trusts that choose to reappraise themselves as our sample, we establish that the appraisals contain information, but find no market response to the public announcement of this information in these appraisals. We consider two possible explanations for this inconsistency: the first that the appraisal information is not highlighted in earnings reports and hence remains unobserved; and the second that insiders trade on the appraisal information in the time that elapses between the appraisal and its public announcement. We find strong support for the second hypothesis, with insiders buying (selling) after they receive favorable (unfavorable) appraisal news, especially for negative appraisals. We also find that positive (negative) appraisals and net insider buying (selling) elicit significant positive (negative) abnormal returns during the appraisal period.]

How Should a Firm Go Public? A Dynamic Model of the Choice between Fixed-Price Offerings and Auctions in IPOs and Privatizations*

The Review of Corporate Finance Studies 2019 8(1), 42-96
We analyze the choice between fixed-price offerings and auctions in IPOs and privatizations. We model a firm going public by selling equity in the IPO market. Firm insiders have private information about intrinsic firm value, but outsiders can produce information about this value before bidding for shares. Inducing information production is beneficial for higher intrinsic value firms, because this information, reflected in secondary market prices, yields higher equity prices. We show that auctions and fixed-price offerings have different properties for inducing information production, solve for the equilibrium IPO mechanisms for firms with different characteristics, and explain the “IPO auction” puzzle. Received July 3, 2012; Editorial decision July 14, 2018 by Editor Paolo Fulghieri

Analysts’ Incentives to Produce Industry-Level versus Firm-Specific Information

Journal of Financial and Quantitative Analysis 2011 46(3), 757-784
Using stock returns around recommendation changes to measure the information produced by analysts, I find that analysts produce more firm-specific than industry-level information. Analysts produce more firm-specific information on stocks with higher idiosyncratic return volatilities. The amount of industry information produced by analysts increases with the absolute value of the stock’s industry beta and decreases with the stock’s idiosyncratic volatility. Other stocks in the industry also respond to the recommendation change, and the magnitude of the response increases with the absolute value of the industry beta of the recommended stock and that of other stocks in the industry. I also offer results on how investors may use analyst research more effectively and potentially improve their investment performance.

Insider Trading as a Signal of Private Information

Review of Financial Studies 1993 6(1), 79-119
There is substantial evidence that insider trading is present around corporate announcements and that this insider trading is motivated by private information. Using real estate investment trusts that choose to reappraise themselves as our sample, we establish that the appraisals contain information, but find no market response to the public announcement of this information in these appraisals. We consider two possible explanations for this inconsistency: the first that the appraisal information is not highlighted in earnings reports and hence remains unobserved; and the second that insiders trade on the appraisal information in the time that elapses between the appraisal and its public announcement. We find strong support for the second hypothesis, with insiders buying (selling) after they receive favorable (unfavorable) appraisal news, especially for negative appraisals. We also find that positive (negative) appraisals and net insider buying (selling) elicit significant positive (negative) abnormal returns during the appraisal period.

Dividends versus Stock Repurchases and Long-Run Stock Returns under Heterogeneous Beliefs

The Review of Corporate Finance Studies 2021 10(3), 578-632
We analyze a firm’s choice between dividends and stock repurchases under heterogeneous beliefs. Firm insiders, owning a certain fraction of equity, choose between paying out cash available through a dividend payment or a stock repurchase, and simultaneously choose the scale of the firm’s project. Outsiders have heterogeneous beliefs about project success and may disagree with insiders. In equilibrium, the firm distributes value through dividends alone, through a repurchase alone, or through a combination of both. In some situations, the firm may raise external financing to fund its payout. We also develop results for long-run stock returns following dividends and repurchases. (JEL G32, G35) Received June 2, 2020; editorial decision November 3, 2020 by Editor Andrew Ellul. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.

A Theory of Capital Structure, Price Impact, and Long-Run Stock Returns under Heterogeneous Beliefs

The Review of Corporate Finance Studies 2015 4(2), 258-320
We study an environment with short-sale constraints and heterogeneous beliefs among outsiders and between insiders and outsiders. Firm insiders choose between equity, debt, and convertible debt to raise external financing. We analyze two settings: one in which heterogeneous beliefs is the only market imperfection and another in which there are significant security issue and financial distress costs. Our model generates a pecking order of external financing different from asymmetric information models, and new predictions for capital structure, sequential tranching of securities, the price impact of security issues, and long-run stock returns. We also provide a new rationale for convertible debt issuance.

Investment opportunities and share repurchases

Journal of Corporate Finance 2013 23, 23-38
We examine the over-investment motivation for share repurchases using a sample of 139 Real Estate Investment Trusts (REITs) between 1996 and 2010. By combining a REIT's property portfolio data with project ROAs from the underlying real estate market, we are able to create a unique measure of the firm's investment opportunity set. Controlling for other possible buyback rationales, we find that poor investment opportunities are related to higher levels of share repurchases. Conditioning on investment opportunities, we find that the level of cash is positively related to repurchases only for low investment opportunity set firms. We also find a negative relationship between share repurchase announcement returns and investment opportunities.

Does more information in stock price lead to greater or smaller idiosyncratic return volatility?

Journal of Banking & Finance 2011 35(6), 1563-1580
We investigate the relation between price informativeness and idiosyncratic return volatility in a multi-asset, multi-period noisy rational expectations equilibrium. We show that the relation between price informativeness and idiosyncratic return volatility is either U-shaped or negative. Using several price informativeness measures, we empirically document a U-shaped relation between price informativeness and idiosyncratic return volatility. Our study therefore reconciles the opposing views in the following two strands of literature: (1) the growing body of research showing that firms with more informative stock prices have greater idiosyncratic return volatility, and (2) the studies arguing that more information in price reduces idiosyncratic return volatility.

Institutional trading, information production, and the choice between spin-offs, carve-outs, and tracking stock issues

Journal of Corporate Finance 2011 17(1), 62-82
We analyze a firm's choice between spin-offs, equity carve-outs, and tracking stock issues and the role of institutional investors in corporate restructuring. We model a firm with two divisions. Insiders have private information about firm value and face an equity market with retail and institutional investors. We show that restructuring increases information production by institutional investors (relative to that about the consolidated firm): the highest increase in information production arises from spin-offs, the next highest from carve-outs, and the lowest from tracking stock issues. Insiders with the most favorable private information implement spin-offs; those with less favorable private information implement carve-outs; those with even less favorable private information implement tracking stock issues; and those with unfavorable private information remain consolidated. We explain the positive announcement effect and increase in analyst coverage associated with all three forms of restructuring. Our model also generates a number of novel testable predictions for firms' choice between spin-offs, carve-outs, and tracking stock issues, and for institutional trading around these three forms of restructuring.

Preferred stock: Some insights into capital structure

Journal of Corporate Finance 2013 21, 77-86
This study analyzes the reactions of equity holders and bondholders to the announcement of 427 preferred stock issues. We document an average equity announcement effect of −0.65%. This reaction is positively influenced by a number of measures of firm creditworthiness and transparency and is higher for bank issuers. The equity market reaction is negatively influenced by convertibility (and the moneyness of the embedded option) and by the firm's accounting treatment of the issue (specifically if the issue is classified as equity). We find that average credit default swap spreads decrease by 50 basis points after the issue announcement. This decrease is also larger for more creditworthy and transparent firms. Convertibility and the moneyness of the embedded option further decrease the CDS spread. In aggregate, the decrease in equity value is much smaller than the increase in the value of the issuer's debt.