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Partial adjustment to public information in the pricing of IPOs

Journal of Financial Intermediation 2017 32, 60-75 open access
Extant literature shows that IPO first-day returns are correlated with market returns preceding the issue. We propose a rational explanation for this puzzling predictability by adding a public signal to Benveniste and Spindt (1989)’s information-based framework. A novel result of our model is that the compensation required by investors to truthfully reveal their information decreases with the public signal. This “incentive effect” receives strong empirical support in a sample of 6300 IPOs in 1983–2012. Controlling for the incentive effect, the positive relation between initial returns and pre-issue market returns disappears for top-tier underwriters, where the order book is held to be most informative, effectively resolving the predictability puzzle.

Bargaining With Asymmetric Information: An Empirical Study of Plea Negotiations

Econometrica 2017 85(2), 419-452 open access
This paper empirically investigates how sentences to be assigned at trial impact plea bargaining. The analysis is based on the model of bargaining with asymmetric information by Bebchuk, 1984. I provide conditions for the nonparametric identification of the model, propose a consistent nonparametric estimator, and implement it using data on criminal cases from North Carolina. Employing the estimated model, I evaluate how different sentencing reforms affect the outcome of criminal cases. My results indicate that lower mandatory minimum sentences could greatly reduce the total amount of incarceration time assigned by the courts, but may increase conviction rates. In contrast, the broader use of non‐incarceration sentences for less serious crimes reduces the number of incarceration convictions, but has a very small effect over the total assigned incarceration time. I also consider the effects of a ban on plea bargains. Depending on the case characteristics, over 20 percent of the defendants who currently receive incarceration sentences would be acquitted if plea bargains were forbidden.

Is there a gender effect on the cost of bank financing?

Journal of Financial Stability 2017 31, 136-153 open access
In this paper, we address the question of whether the gender of a firm’s leader affects the cost of bank funding faced by small and medium enterprises in Europe. Using a large sample of observations of non-financial firms, during the years 2009–2013, we empirically test for the presence of discrimination, comparing female-led and male-led firms. After controlling for a rich set of variables and addressing potential endogeneity, our results show that i) female-led enterprises are more likely to face worse price conditions for bank financing compared to their male-led counterparts and, ii) firms whose leadership changes from female to male are more likely to benefit from an improvement in interest rate levels. This evidence is robust to different model specifications and various methodological approaches. The existence of such bias in the credit markets highlights the need of policy measures addressing female-led businesses, thus reducing their bank financing burdens and enhancing their entrepreneurial opportunities.

When does the peer information environment matter?

Journal of Accounting and Economics 2017 64(2-3), 183-214 open access
This paper examines whether and when the information environment of peer firms in an industry affects the cost of capital for other firms in the industry. We predict and find that the peer information environment is negatively associated with a firm's cost of capital when there is less publicly available firm-specific information and this negative association shrinks as the amount of firm-specific information increases. This paper provides evidence that information about peer-firms has externalities on the cost of capital for related firms and that these externalities are time-varying.

Household Debt and the Dynamic Effects of Income Tax Changes

Review of Economic Studies 2017 84(1), 45-81 open access
Using a new narrative measure of fiscal policy shocks for the U.K., we show that households with mortgage debt exhibit large and significant consumption responses to tax changes. Homeowners without a mortgage, in contrast, do not adjust their expenditure, with responses not statistically different from zero at all horizons. We compare our findings to the predictions of traditional and newer theories of liquidity constraints, providing a novel interpretation for the aggregate effects of tax changes on the macroeconomy.

Does Public Assistance Reduce Recidivism?

American Economic Review 2017 107(5), 551-555 open access
Under the Personal Responsibility and Work Opportunity Reconciliation Act (PRWORA) of 1996, individuals convicted of drug-related felonies were permanently banned from receiving welfare and food stamps. Since then, over 30 states have opted out of the federal ban. In this paper, I estimate the impact of public assistance eligibility on recidivism by exploiting both the adoption of the federal ban and subsequent passage of state laws that lifted the ban. Using administrative prison records on five million offenders and a triple-differences research design, I find that public assistance eligibility for drug offenders reduces one-year recidivism rates by 10 percent.

Do PCAOB Inspections Improve the Quality of Internal Control Audits?

Journal of Accounting Research 2017 55(3), 591-627 open access
We investigate whether Public Company Accounting Oversight Board (PCAOB) inspections affect the quality of internal control audits. Our research design improves on prior studies by exploiting both cross-sectional and time-series variation in the content of PCAOB inspection reports, while also controlling for audit firm and year fixed effects, effectively achieving a difference-in-differences research design. We find that when PCAOB inspectors report higher rates of deficiencies in internal control audits, auditors respond by increasing the issuance of adverse internal control opinions. We also find that auditors issue more adverse internal control opinions to clients with concurrent misstatements, who thus genuinely warrant adverse opinions. We further find that higher inspection deficiency rates lead to higher audit fees, consistent with PCAOB inspections prompting auditors to undertake costly remediation efforts. Taken together, our results are consistent with the PCAOB inspections improving the quality of internal control audits by prompting auditors to remediate deficiencies in their audits of internal controls.

An Econometric Model of Network Formation With Degree Heterogeneity

Econometrica 2017 85(4), 1033-1063 open access
I introduce a model of undirected dyadic link formation which allows for assortative matching on observed agent characteristics (homophily) as well as unrestricted agent-level heterogeneity in link surplus (degree heterogeneity). Like in fixed effects panel data analyses, the joint distribution of observed and unobserved agent-level characteristics is left unrestricted. Two estimators for the (common) homophily parameter, ?0, are developed and their properties studied under an asymptotic sequence involving a single network growing large. The first, tetrad logit (TL), estimator conditions on a sufficient statistic for the degree heterogeneity. The second, joint maximum likelihood (JML), estimator treats the degree heterogeneity \{Ai0\}i = 1N as additional (incidental) parameters to be estimated. The TL estimate is consistent under both sparse and dense graph sequences, whereas consistency of the JML estimate is shown only under dense graph sequences.

The Impotence of Accountability: The Relationship Between Greater Transparency and Corporate Reform

Contemporary Accounting Research 2017 34(1), 622-657 open access
Abstract This paper explores the role of accounting in the attempted reform of the corporation during the “progressive era” in the United States. Focusing on the activities of three institutional bodies in the early twentieth century, the paper documents how their repeated recourse to “publicity,” which relied crucially on accounting technologies, failed to turn the corporation into an entity more sensitive to the public interest. Specifically, two interrelated contributions are made to existing literature on accounting and corporate governance. Firstly, the paper documents the early historical development of the now taken‐for‐granted phenomenon of accounting and adjudicating at the entity level (Miller and Power 2013). Secondly, the paper offers a rejoinder to present‐day projects of corporate governance which identify better and enhanced accountability as key to the successful reform of the corporation. During the progressive era, accounting expanded and territorialized new spaces, bringing trusts out of a hitherto secretive, private realm and into the view of the public. Yet this was not enough to engender substantive corporate reform.

Perceptions and Price: Evidence from CEO Presentations at IPO Roadshows

Journal of Accounting Research 2017 55(2), 275-327 open access
This paper examines the relation between cognitive perceptions of management and firm valuation. We develop a composite measure of investor perception using 30-second content-filtered video clips of initial public offering (IPO) roadshow presentations. We show that this measure, designed to capture viewers’ overall perceptions of a CEO, is positively associated with pricing at all stages of the IPO (proposed price, offer price, and end of first day of trading). The result is robust to controls for traditional determinants of firm value. We also show that firms with highly perceived management are more likely to be matched to high-quality underwriters. In further exploratory analyses, we find the impact is greater for firms with more uncertain language in their written S-1. Taken together, our results provide evidence that investors’ instinctive perceptions of management are incorporated into their assessments of firm value.