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Credit Provision and Stock Trading: Evidence from the South Sea Bubble

Journal of Financial and Quantitative Analysis 2024 59(8), 3708-3738 open access
This article studies the relationship between credit provision and stock trading behavior. We collect every stock transaction of the three major British companies during the 1720 South Sea Bubble and link stock trading to margin loan positions with the Bank of England. We give insights in the selection of traders into the loan facility by comparing the trading behavior and realized returns of borrowers to other traders. We find that loan holders are more likely to buy following high returns and document strong underperformance of borrowers.

Long-Run Labor Costs of Housing Booms and Busts

Journal of Financial and Quantitative Analysis 2024 59(8), 3871-3899 open access
We show large flows of workers into the real estate agent (REA) occupation during the early 2000s from virtually all parts of the skill, wage, and education spectrums. We find those entering REA in Metropolitan Statistical Areas (MSAs) with house price bubbles end up in occupations paying significantly less in the long-run as compared to similar REA entrants in non-bubble areas. Even in 2017, when house prices and employment return to their pre-crisis levels, REA entrants in Bubble MSAs are in occupations earning about 6% less. These results point to lasting effects of labor allocation decisions in response to distorted price signals.

Public Disclosure and Consumer Financial Protection

Journal of Financial and Quantitative Analysis 2024 59(5), 2164-2198 open access
The U.S. Consumer Financial Protection Bureau has released a database of consumer complaints about banks’ financial products to the public since 2013. We find a greater reduction in mortgage applications to banks that receive more mortgage complaints in local markets after the disclosures. The effect is stronger in areas with more sophisticated consumers and higher credit competition, and for banks receiving more severe complaints. The number of monthly mortgage complaints per bank exhibits faster mean reversion after the publication of the database. These findings suggest that the public disclosure of mortgage complaints enhances product market discipline and consumer financial protection.

Independent Director Tenure and Corporate Governance: Evidence from Insider Trading

Journal of Financial and Quantitative Analysis 2024 59(4), 1760-1795 open access
Executives trade more profitably and opportunistically over the course of the tenure of independent directors (IDs). IDs’ increased connections with and hence allegiance to executives are likely the channel through which ID tenure can affect executive trading. Executive opportunism is mitigated by disciplinary factors that include the presence of a firm’s internal trading policy, blockholders, and IDs with legal expertise as well as the risk of shareholder-initiated derivative lawsuits. These results point to an association between long-tenured IDs and weakened corporate governance.

EPS Sensitivity and Mergers

Journal of Financial and Quantitative Analysis 2024 59(2), 521-556
Announcements of mergers very often discuss the immediate impact of the deal on the acquirer’s earnings per share (EPS). We argue that the focus on EPS reflects the difficulty of evaluating and communicating deal synergy in mergers and acquisitions (M&A) practice and provide supporting evidence. We show that the acquirer’s EPS focus affects how deals are structured, the premium that is paid, and the types of deals that are done. EPS-driven M&A decisions are also associated with costly distortions in the acquirer’s financial and investment policies.

Inferring Aggregate Market Expectations from the Cross Section of Stock Prices

Journal of Financial and Quantitative Analysis 2024 59(3), 1064-1099 open access
We introduce a new approach to estimating long-term aggregate discount rates using the cross section of earnings and book values to explain current stock prices and extract expected market returns. The proposed discount rate measure is countercyclical. Shocks to it account for nearly half of historical market return variation; in contrast, shocks to other discount rate measures account for no more than 2%. It dominates other measures in explaining time-series variation in returns on duration-sorted portfolios and delivers out-of-sample predictability that exceeds that afforded by other expected return measures and predictive variables. It also performs well in international equity markets.

How Forced Switches Reveal Switching Costs: Evidence from the Loan Market

Journal of Financial and Quantitative Analysis 2024 59(8), 3994-4034
This article proposes a novel way to estimate consumer switching costs and uses Lithuanian credit register data and two bank closures to provide this estimate for the loan market. I show that when a distressed bank’s closure forced firms to switch, they started borrowing at lower interest rates instantly and permanently and that this drop revealed the lower bound of firms’ ex ante switching costs. A healthy bank’s closure showed no such effect. The article’s findings suggest that distressed banks hold up and overcharge firms and that by closing and resolving such banks with good-bank/bad-bank separation regulators can improve firm financing.

Subsidizing Failing Firms: Evidence from Chinese Restaurants

Journal of Financial and Quantitative Analysis 2024 59(8), 3803-3834
Using data on nearly 20,000 restaurants in China during the COVID-19 outbreak, we find evidence that the government-sponsored rent reduction program reduced debt overhang problems. Rent reductions, which averaged 36,000 RMB per restaurant, increase the open rate of restaurants by 3.7%, revenue by 11,000 RMB, and the number of employees by 0.36. Larger restaurants with higher committed costs benefit more from the rent reduction. The stimulus has a positive spillover effect that boosts the revenue of restaurants in the immediate vicinity of subsidized restaurants. The treatment effect varies with organizational structure in a manner consistent with an information frictions hypothesis.

Initial Public Offerings Chinese Style

Journal of Financial and Quantitative Analysis 2024 59(1), 1-38 open access
This article provides a survey of China’s initial public offering (IPO) market, focusing on IPO pricing, bids and allocation, and aftermarket trading. We show that strict regulations result in suppressed IPO offer prices and high initial returns, causing a high cost of going public. Investors treat IPOs as lotteries with extremely high short-term returns, with little attention to the long term. The auction selling method, however, works in the way it is supposed to. Mutual funds bid in a more informative way than other investors, and their advantages are unlikely to be due to underwriters’ preferential treatment. We also discuss the latest registration-system reform.

Can Capital Adjustment Costs Explain the Decline in Investment–Cash Flow Sensitivity?

Journal of Financial and Quantitative Analysis 2024 59(5), 2399-2424 open access
It is well documented that since at least the 1970s investment-cash flow (I-CF) sensitivity has been decreasing over time to disappear almost completely by the late 2000s. Based on a neoclassical investment model with costly external financing, we show that this pattern can be explained by the gradual increase of capital adjustment costs, attributable to the accumulation of knowledge capital. The result is robust to a variety of approaches, including Euler equation estimation and the simulated method of moments. More generally, our findings demonstrate that I-CF sensitivity should only be interpreted as a joint measure of financial and real frictions.