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Finance companies in Mexico: Unexpected victims of the global liquidity crunch

Journal of Financial Stability 2015 18, 33-54
We study the connection between the global liquidity crisis and the severe credit crunch experienced by finance companies (SOFOLES) in Mexico using firm-level data between 2001 and 2011. Our results provide supporting evidence that, as a result of the liquidity shock, SOFOLES faced severely restricted access to their main funding sources (commercial bank loans, loans from other organizations, and public debt markets). After controlling for the potential endogeneity of their funding, we find that the liquidity shock explains 64 percent of SOFOLES’ credit contraction during the recent financial crisis (2008–2009). We use our estimates to disentangle supply from demand factors as determinants of the credit contraction. After controlling for the large decline in loan demand during the financial crisis, our findings suggest that supply factors (such as nonperforming loans and lower liquidity buffers) also played a significant role. Finally, we find that financial deregulation implemented in 2006 may have amplified the effects of the global liquidity shock.

Equity returns in the banking sector in the wake of the Great Recession and the European sovereign debt crisis

Journal of Financial Stability 2015 16, 164-172
This study finds that equity returns in the banking sector in the wake of the Great Recession and the European sovereign debt crisis have been driven mainly by weak growth prospects and heightened sovereign risk; and to a lesser extent by deteriorating funding conditions and investor sentiment. While the equity return performance in the banking sector has been dismal in general, there is some evidence that better capitalized and less leveraged banks have outperformed their peers in times of stress.

What Do Fishermen Tell Us That Taxi Drivers Do Not? An Empirical Investigation of Labor Supply

Journal of Labor Economics 2015 33(3), 683-710
Recent empirical findings have cast doubt on the neoclassical model of labor supply. However, estimation issues, and not workers’ behavior, may be responsible for these findings. This paper investigates this possibility by examining the daily labor supply of Florida lobster fishermen. I invariably find that fishermen work more when earnings are temporarily high, behavior that is consistent with a neoclassical model of labor supply. Furthermore, methods that do not control for measurement error and endogeneity of the wage not only produce downward-biased estimates of labor supply elasticities but also generate a spurious negative and significant elasticity of daily hours.

Bank loan contracting and corporate diversification: Does organizational structure matter to lenders?

Journal of Financial Intermediation 2015 24(2), 252-282
This paper investigates the effect of corporate diversification on the pricing of bank-loan contracts. We find that diversified firms have significantly lower loan rates than comparable focused firms, and we find no evidence that diversified firms are subject to more restrictive non-price contract terms pertaining to maturity, collateral requirements, and covenant restrictions. We show that the effect of diversification on the cost of a bank loan is channeled primarily through coinsurance in investment opportunities and cash flows and that the effect is nonlinear: as the extent of corporate diversification grows, the cost-reduction benefit of diversification decreases. Our results indicate that the organizational structure of the firm can alleviate its external financing constraints and that it has an important bearing on the firm’s financing capacity.

In short supply: Short-sellers and stock returns

Journal of Accounting and Economics 2015 60(2-3), 33-57
We examine the economic determinants of short-sale supply, and its consequences for future stock returns. Lendable supply increases with expected borrowing costs and decreases with financial statement constructs that indicate overvaluation. Although rising loan fees help ease supply constraints, we find shares are still least available when they are most attractive to short sellers. Using a number of firm characteristics, we derive useful instruments for real-time loan supply and demand conditions in the lending market. Further, we show that (1) when lendable supply is binding (non-binding), short-sale supply (demand) is the main predictor of future stock returns, (2) abnormal returns to the short-side of nine well-known market anomalies are attributable solely to “special” stocks, and (3) loan fees significantly reduce the profitability of the short side and several of these anomalies cease to be profitable. Overall our evidence highlights the central role played by the supply of lendable shares in equity price formation and returns prediction.

The Worst, the Best, Ignoring All the Rest: The Rank Effect and Trading Behavior

Review of Financial Studies 2015 28(4), 1024-1059
I document a new stylized fact about how investors trade assets: individuals are more likely to sell the extreme winning and extreme losing positions in their portfolio ("the rank effect"). This effect is not driven by firm-specific information, holding period or the level of returns itself, but is associated with the salience of extreme portfolio positions. The rank effect is exhibited by both retail traders and mutual fund managers. The effect indicates that trades in a given stock depend on how the stock compares to other positions in an investor's portfolio.

Liquidity provision during the crisis of 1914: Private and public sources

Journal of Financial Stability 2015 17, 22-34
Caught between the end of the National Banking Era and the beginning of the Federal Reserve System, the crisis of 1914 provides an example of a banking panic avoided. We investigate how this outcome was achieved by examining data on the issues of Aldrich-Vreeland emergency currency and clearing house loan certificates to New York City institutions that identify the borrower and the quantity requested for each type of temporary liquidity measure. The extensive provision of temporary credit to a wide array of financial intermediaries was, in our opinion, essential to the successful alleviation of financial distress in 1914. Empirical results indicate an important role for clearing house loan certificates that is distinct from the influence of Aldrich-Vreeland emergency currency issues.

The impact of macroeconomic and financial stress on the U.S. financial sector

Journal of Financial Stability 2015 21, 61-80
During the 2008 global financial crisis, financial institutions in the United States experienced big losses, and some firms failed. These failures occurred despite the external and internal regulatory mechanisms imposed upon the financial sector aimed at ensuring confidence and stability in the financial system. This study analyzes the impact of macroeconomic and financial stress on the profitability of financial firms. We utilize data from 1980 to 2010 to model firm profitability and stock returns using a panel regression, fixed-effect methodology. Our results show that the profitability of all firms is negatively affected by increases in macroeconomic and financial stress, measured by the National Financial Conditions Index (NFCI) and the Adjusted National Financial Conditions Index (ANFCI), respectively; however financial sector firms have exhibited an increased marginal sensitivity to both stress indexes that began in the 1990s and continued through the financial crisis of 2008. In a further analysis of the financial sector and banks, we show that depository institutions are relatively robust to macroeconomic and financial stress, and financial sector instability is driven by non-depository finance, investment, and real estate firms. Additionally, the largest 33 percent of financial firms and banks exhibit increased sensitivity to macroeconomic stress in the most recent sample. Our results coincide with the risks associated with recent trends in the financial services industry, such as deregulation, global market integration, financial product innovation, and the increasing predominance of non-depository intermediation.

Determinants of College Major Choice: Identification using an Information Experiment

Review of Economic Studies 2015 82(2), 791-824
This article studies the determinants of college major choice using an experimentally generated panel of beliefs, obtained by providing students with information on the true population distribution of various major-specific characteristics. Students logically revise their beliefs in response to the information, and their subjective beliefs about future major choice are associated with beliefs about their own earnings and ability. We estimate a rich model of college major choice using the panel of beliefs data. While expected earnings and perceived ability are a significant determinant of major choice, heterogeneous tastes are the dominant factor in the choice of major. Analyses that ignore the correlation in tastes with earnings expectations inflate the role of earnings in college major choices. We conclude by computing the welfare gains from the information experiment and find positive average welfare gains.