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Credit Rationing, Income Exaggeration, and Adverse Selection in the Mortgage Market

Journal of Finance 2016 71(6), 2637-2686
ABSTRACT We examine the role of borrower concerns about future credit availability in mitigating the effects of adverse selection and income misrepresentation in the mortgage market. We show that the majority of additional risk associated with “low‐doc” mortgages originated prior to the Great Recession was due to adverse selection on the part of borrowers who could verify income but chose not to. We provide novel evidence that these borrowers were more likely to inflate or exaggerate their income. Our analysis suggests that recent regulatory changes that have essentially eliminated the low‐doc loan product would result in credit rationing against self‐employed borrowers.

Advertising Expensive Mortgages

Journal of Finance 2016 71(5), 2371-2416
ABSTRACT Using information on advertising and mortgages originated by subprime lenders, we study whether advertising helped consumers find cheaper mortgages. Lenders that advertise more within a region sell more expensive mortgages, measured as the excess rate of a mortgage after accounting for borrower, contract, and regional characteristics. These effects are stronger for mortgages sold to less sophisticated consumers. We exploit regional variation in mortgage advertising induced by the entry of Craigslist and other tests to demonstrate that these findings are not spurious. Analyzing advertising content reveals that initial/introductory rates are frequently advertised in a salient fashion, where reset rates are not.

Earnings Announcements and Systematic Risk

Journal of Finance 2016 71(1), 83-138
ABSTRACT Firms scheduled to report earnings earn an annualized abnormal return of 9.9%. We propose a risk‐based explanation for this phenomenon, whereby investors use announcements to revise their expectations for nonannouncing firms, but can only do so imperfectly. Consequently, the covariance between firm‐specific and market cash flow news spikes around announcements, making announcers especially risky. Consistent with our hypothesis, announcer returns forecast aggregate earnings. The announcement premium is persistent across stocks, and early (late) announcers earn higher (lower) returns. Nonannouncers' response to announcements is consistent with our model, both over time and across firms. Finally, exposure to announcement risk is priced.

Health and Mortality Delta: Assessing the Welfare Cost of Household Insurance Choice

Journal of Finance 2016 71(2), 957-1010
ABSTRACT We develop a pair of risk measures, health and mortality delta, for the universe of life and health insurance products. A life‐cycle model of insurance choice simplifies to replicating the optimal health and mortality delta through a portfolio of insurance products. We estimate the model to explain the observed variation in health and mortality delta implied by the ownership of life insurance, annuities including private pensions, and long‐term care insurance in the Health and Retirement Study. For the median household aged 51 to 57, the lifetime welfare cost of market incompleteness and suboptimal choice is 3.2% of total wealth.

Do Creditor Rights Increase Employment Risk? Evidence from Loan Covenants

Journal of Finance 2016 71(6), 2545-2590
ABSTRACT Using a regression discontinuity design, we provide evidence that there are sharp and substantial employment cuts following loan covenant violations, when creditors gain rights to accelerate, restructure, or terminate a loan. The cuts are larger at firms with higher financing frictions and with weaker employee bargaining power, and during industry and macroeconomic downturns, when employees have fewer job opportunities. Union elections that create new labor bargaining units lead to higher loan spreads, consistent with creditors requiring compensation when employees gain bargaining power. Overall, binding financial contracts have a large impact on employees and are an amplification mechanism of economic downturns.

Order Flow and Expected Option Returns

Journal of Finance 2016 71(2), 673-708
ABSTRACT I show that the inventory risk faced by market‐makers has a first‐order effect on option prices. I introduce a simple approach that decomposes the price impact of trades into inventory risk and asymmetric information components. While both components are large for option trades, the inventory risk component is larger. Using the full panel of daily option returns, I find that option order imbalances attributable to inventory risk have five times larger impact on option prices than previously thought. Finally, I find that past order imbalances have greater predictive power than any other commonly used predictor of option returns.

The Impact of Venture Capital Monitoring

Journal of Finance 2016 71(4), 1591-1622
ABSTRACT We show that venture capitalists' (VCs) on‐site involvement with their portfolio companies leads to an increase in both innovation and the likelihood of a successful exit. We rule out selection effects by exploiting an exogenous source of variation in VC involvement: the introduction of new airline routes that reduce VCs' travel times to their existing portfolio companies. We confirm the importance of this channel by conducting a large‐scale survey of VCs, of whom almost 90% indicate that direct flights increase their interaction with their portfolio companies and management, and help them better understand companies' activities.

Presidential Address: Debt and Money: Financial Constraints and Sovereign Finance

Journal of Finance 2016 71(4), 1483-1510
ABSTRACT Economic analyses of corporate finance, money, and sovereign debt are largely considered separately. I introduce a novel corporate finance framing of sovereign finance based on the analogy between fiat liabilities for sovereigns and equity for corporations. The analysis focuses on financial constraints at the country level, making explicit the trade‐offs involved in relying on domestic versus foreign‐currency debt to finance investments or government expenditures. This framing provides new insights into issues ranging from the costs and benefits of inflation, optimal foreign exchange reserves, and sovereign debt restructuring.

Boarding a Sinking Ship? An Investigation of Job Applications to Distressed Firms

Journal of Finance 2016 71(2), 507-550
ABSTRACT We use novel data from a leading online job search platform to examine the impact of corporate distress on firms’ ability to attract job applicants. Survey responses suggest that job seekers accurately perceive firms’ financial condition, as measured by companies’ credit default swap prices and accounting data. Analyzing responses to job postings by major financial firms during the Great Recession, we find that an increase in an employer's distress results in fewer and lower quality applicants. These effects are particularly evident when the social safety net provides workers with weak protection against unemployment and for positions requiring a college education.

Return Seasonalities

Journal of Finance 2016 71(4), 1557-1590
ABSTRACT A strategy that selects stocks based on their historical same‐calendar‐month returns earns an average return of 13% per year. We document similar return seasonalities in anomalies, commodities, and international stock market indices, as well as at the daily frequency. The seasonalities overwhelm unconditional differences in expected returns. The correlations between different seasonality strategies are modest, suggesting that they emanate from different systematic factors. Our results suggest that seasonalities are not a distinct class of anomalies that requires an explanation of its own, but rather that they are intertwined with other return anomalies through shared systematic factors.