Knowledge that Transforms

Using survey data on expectations of stock returns, we recursively estimate the degree of extrapolative weighting in investors’ beliefs (DOX). In an extrapolation framework, DOX determines the relative weight investors place on recent-versus-distant returns. DOX varies considerably over time. The ability of price-scaled variables to predict the year-ahead equity premium is contingent on DOX. High price-scaled variables are followed by lower returns only when DOX is high. Our findings support extrapolation-based theories of the stock market and the interpretation of price-scaled variables as mispricing proxies. Our results help answer a critical question: when will an overvalued asset experience a correction?Received December 5, 2015; editorial decision June 22, 2017 by Editor Robin Greenwood.

Homophily—individuals’ affinity for others like them—is a powerful principle that governs whose opinions people attend to. Using nearly 2, 400 advisory meetings, we find that homophily has a significant positive impact on the likelihood of following financial advice. The increased likelihood of following stems from homophily on gender and age for male clients and from sameness on marital and parental status for female advisees. Moreover, the homophily effect is mitigated by reduced information asymmetry between client and advisor and a long-term relationship with the bank. Our results suggest that client-advisor matching increases individuals’ propensity to follow financial advice. Received June 21, 2017; editorial decision June 7, 2018 by Editor Philip Strahan.

We exploit a natural experiment in the largest online consumer lending platform to provide the first evidence that loan terms, in particular maturity choice, can be used to screen borrowers based on their private information. We compare two groups of observationally equivalent borrowers who took identical unsecured 36-month loans; for only one of the groups, a 60-month loan was also available. When a long-maturity option is available, fewer borrowers take the short-term loan, and those who do default less. Additional findings suggest borrowers self-select on private information about their future ability to repay. Received December 27, 2016; editorial decision December 12, 2017 by Editor Philip Strahan.

This paper investigates banks’ incentive to bias the risk estimates they report to regulators. Within loan syndicates, we find that banks with less capital report lower risk estimates. Consistent with an effort to mitigate capital requirements, the sensitivity to capital is robust to bank fixed effects and greater for large, risky, and opaque credits. Also, low-capital banks’ risk estimates have less explanatory power than those of high-capital banks with regard to loan prices, indicating that their estimates incorporate less information. Our results suggest banks underreport risk in response to capital constraints and highlight the perils of regulation premised on self-reporting. Received September 21, 2016; editorial decision September 18, 2017 by Editor Philip Strahan.

Unprecedented street protests brought down Mubarak’s government and ushered in an era of competition between three rival political groups in Egypt. Using daily variation in the number of protesters, we document that more intense protests are associated with lower stock market valuations for firms connected to the group currently in power relative to non-connected firms, but have no impact on the relative valuations of firms connected to rival groups. These results suggest that street protests serve as a partial check on political rent-seeking. General discontent expressed on Twitter predicts protests but has no direct effect on valuations.

This paper uses a natural experiment to show that government access to foreign credit increases private access to credit. I identify a sudden, and unanticipated increase in capital inflows to the sovereign debt market in Colombia, due to a rebalancing in a government bond index by J.P. Morgan. I find that market makers banks in the treasury market reduced their sovereign debt by 7.8 percentage points of assets and increased their credit availability by 4.2 percentage points of assets. Using industry level data, I show that a higher exposure to market makers led to a higher growth in economic activity. Received August 17, 2017; editorial decision January 25, 2018 by Editor Philip Strahan.

We show that a contraction of mortgage supply after the Great Recession has increased housing rents. Our empirical strategy exploits heterogeneity in MSAs' exposure to regulatory shocks experienced by lenders over the 2010-2014 period. Tighter lending standards have increased demand for rental housing and have led to higher rents, depressed homeownership rates and an increase in rental supply. Absent the credit supply contraction, annual rent growth would have been 2.1 percentage points lower over 2010-2014 in MSAs where lending standards rose from their 2008 levels.

We construct novel measures of financial constraints using textual analysis of firms’ annual reports and investigate their impact on stock returns. Our three measures capture access to equity markets, debt markets, and external financial markets in general. In all cases, constrained firms earn higher returns, which move together and cannot be explained by the Fama and French (2015) factor model. A trading strategy based on financial constraints is most profitable for large, liquid stocks. Our results are strongest when we consider debt constraints. A portfolio based on this measure earns an annualized risk-adjusted excess return of 6.5%. Received April 4, 2016; editorial decision December 17, 2017 by Editor Andrew Karolyi.

We examine whether, how, and why acquirer shareholder voting matters. We show that acquirers with low institutional ownership, high deal risk, and high agency costs are more likely to bypass shareholder voting. Such acquirers have lower announcement returns and make higher offers than those who do not. To avoid a shareholder vote, acquirers increase equity issuance and cut payouts to raise the portion of cash in mixed-payment deals. Employing a regression discontinuity design, we show a positive effect on acquirer announcement returns concentrated in acquirers with higher institutional ownership. We conclude that shareholder voting mitigates agency problems in corporate acquisitions. Received April 18, 2017; editorial decision February 9, 2018 by Editor David Denis.

We develop a structural credit model to examine how interactions between default and liquidity affect corporate bond pricing. The model features debt rollover and bond-price-dependent holding costs. Over the business cycle and in the cross-section, the model matches average default rates and credit spreads in the data, and captures variations in bid-ask and bond-CDS spreads. A structural decomposition reveals that default-liquidity interactions can account for 10%–24% of the level of credit spreads and 16%–46% of the changes in spreads over the business cycle. Further, liquidity-related corporate bond financing costs amount to 6% of the total issuance amount from 1996 to 2015.