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Investor Sentiment and Employment

Journal of Financial and Quantitative Analysis 2020 55(5), 1581-1618 open access
We develop a multi-country model with moral hazard and noise traders and show that investor sentiment should affect employment growth both domestically and abroad. Using a large sample of international industry-level data, we find strong support for the model’s predictions. We show that U.S. investor sentiment has a positive association with labor market conditions around the world, due to spillover effects as well as foreign direct investments from the United States. We also find that U.S. sentiment amplifies the negative effect of local financial crises on job losses, which supports the idea that financial development has a “dark side.”

Informational Efficiency in Securitization after Dodd-Frank

Review of Financial Studies 2020 33(11), 5131-5172
We analyze how Dodd-Frank-mandated risk retention affects the information investors extract from issuers’ retention choices in the CMBS market. We show that the required retention level is both binding and stringent. Although this implies issuers cannot signal using the level of retention, we provide a model showing that signaling can occur by varying the retention structure. The model is consistent with spreads being empirically lower in deals with a purely first-loss retention structure. A stated concern of rulemakers is asymmetric information. However, we show that, post-crisis, the level of asymmetric information in this market is quite low.

Sequential Information Design

Econometrica 2020 88(6), 2575-2608 open access
We study games of incomplete information as both the information structure and the extensive form vary. An analyst may know the payoff‐relevant data but not the players' private information, nor the extensive form that governs their play. Alternatively, a designer may be able to build a mechanism from these ingredients. We characterize all outcomes that can arise in an equilibrium of some extensive form with some information structure. We show how to specialize our main concept to capture the additional restrictions implied by extensive‐form refinements.

I can see clearly now: The impact of disclosure requirements on 401(k) fees

Journal of Financial Economics 2020 136(2), 471-489
In 2012, the US Department of Labor imposed new disclosure requirements for indirect fees that 401(k) retirement plan service providers earn through revenue sharing agreements with mutual funds. This paper examines the impact of these fee disclosure requirements on the level and structure of fees paid by retirement plans, as well as service providers’ ability to price discriminate between plan sponsors of different sophistication. We document that the new disclosure requirements are associated with a substitution of direct fees for indirect fees and a reduction in total fees paid by smaller plans, and that mutual fund providers responded by introducing retirement fund share classes with lower 12b-1 fees.

What Are You Saying? Using topic to Detect Financial Misreporting

Journal of Accounting Research 2020 58(1), 237-291
We use a machine learning technique to assess whether the thematic content of financial statement disclosures (labeled topic ) is incrementally informative in predicting intentional misreporting. Using a Bayesian topic modeling algorithm, we determine and empirically quantify the topic content of a large collection of 10‐K narratives spanning 1994 to 2012. We find that the algorithm produces a valid set of semantically meaningful topics that predict financial misreporting, based on samples of Securities and Exchange Commission (SEC) enforcement actions (Accounting and Auditing Enforcement Releases [AAERs]) and irregularities identified from financial restatements and 10‐K filing amendments. Our out‐of‐sample tests indicate that topic significantly improves the detection of financial misreporting by as much as 59% when added to models based on commonly used financial and textual style variables. Furthermore, models that incorporate topic significantly outperform traditional models when detecting serious revenue recognition and core expense errors. Taken together, our results suggest that the topics discussed in annual report filings and the attention devoted to each topic are useful signals in detecting financial misreporting.

Financing Efficiency of Securities-Based Crowdfunding

Review of Financial Studies 2020 33(9), 3975-4023
We analyze early-venture fundraising from dispersed, endogenously informed investors. An entrepreneur chooses a payoff-maximizing offering, and investors communicate their information by either contributing capital or abstaining. The entrepreneur uses the information conveyed by fundraising amounts to decide whether or not to undertake a risky venture. His decision threshold hedges investors against bad projects, creating a “loser’s blessing” that encourages contributing without information. Making the offering less attractive to investors mitigates the loser’s blessing but can give rise to a winner’s curse. Both tensions reduce financing efficiency.

Financial Inclusion, Human Capital, and Wealth Accumulation: Evidence from the Freedman’s Savings Bank

Review of Financial Studies 2020 33(11), 5333-5377
This paper studies how access to financial services among a previously unbanked group affects human capital, labor market, and wealth outcomes. We use novel data from the Freedman’s Savings Bank—created following the American Civil War to serve free Blacks—employing an instrumental variables strategy exploiting the staggered rollout of bank branches. Families with accounts are more likely to have children in school, be literate, work, and have higher occupational income, business ownership, and real estate wealth. Placebo effects are not present using planned but unbuilt branches, or for Whites, suggesting significant positive effects of financial inclusion.

When Is the Client King? Evidence from Affiliated‐Analyst Recommendations in China's Split‐Share Reform

Contemporary Accounting Research 2020 37(2), 1044-1072
China's split‐share reform of 2005 (the Reform) converts the previously restricted shares held by founding shareholders to shares tradable on the open market. Against this backdrop, we study how underwriter‐affiliated analysts and firms' large shareholders interact in the event of the latter's sales of restricted shares. We document that recommendations made by affiliated analysts are significantly more optimistic when firms' large shareholders plan to sell their restricted shares. This optimism, however, is associated with negative post‐sale stock returns, suggesting large shareholders profit from share sales. Furthermore, large shareholders sell more restricted shares through the affiliated brokerages for which analysts have issued more optimistic recommendations and firms under their control are more likely to appoint such brokerages as lead underwriters when they refinance in the future. The affiliated analysts also conduct more site visits to the firms after the share sales, thereby improving their earnings‐forecast accuracy. Our analysis shows how conflicts of interest by financial intermediaries arise following the Reform and lead to large shareholders' extraction of rents from public investors.

Auditor Independence and Fair Value Accounting: An Examination of Nonaudit Fees and Goodwill Impairments

Contemporary Accounting Research 2020 37(1), 189-217
Inadequate testing of fair value accounting estimates, including goodwill, is often cited as an audit deficiency in PCAOB inspection reports, and, in some cases, these deficiencies have led to enforcement actions against the auditor. As a result of these issues, the PCAOB recently proposed a new auditing standard for fair value accounting. While these regulatory actions suggest that auditors are challenged by the fair value regime of accounting for goodwill, they also highlight an area where the auditor could be influenced by their financial ties to a client. In this study, we test whether nonaudit fees are associated with goodwill impairment decision outcomes. Our results indicate that the nonaudit fees a client pays are inversely related to the likelihood of impairment in settings where goodwill is likely to be impaired. Additional examinations suggest that the negative relation between nonaudit fees and auditor independence is driven by clients who are most incentivized to exert their influence over the auditor.