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Liquidity mergers

Journal of Financial Economics 2011 102(3), 526-558
We study the interplay between corporate liquidity and asset reallocation. Our model shows that financially distressed firms are acquired by liquid firms in their industries even in the absence of operational synergies. We call these transactions “liquidity mergers,” since their purpose is to reallocate liquidity to firms that are otherwise inefficiently terminated. We show that liquidity mergers are more likely to occur when industry-level asset-specificity is high and firm-level asset-specificity is low. We analyze firms' liquidity policies as a function of real asset reallocation, examining the trade-offs between cash and credit lines. We verify the model's prediction that liquidity mergers are more likely to occur in industries in which assets are industry-specific, but transferable across firms. We also show that firms are more likely to use credit lines (relative to cash) in industries in which liquidity mergers are more frequent.

Liquidity Management and Corporate Investment During a Financial Crisis

Review of Financial Studies 2011 24(6), 1944-1979
This article uses a unique dataset to study how firms managed liquidity during the 2008–2009 financial crisis. Our analysis provides new insights on interactions between internal liquidity, external funds, and real corporate decisions, such as investment and employment. We first describe how companies used credit lines during the crisis (access, size of facilities, and drawdown activity), the characteristics of these facilities (fees, markups, maturity, and collateral), and whether managers had difficulties in renewing or initiating lines. We also describe the dynamics of credit line violations and the outcome of subsequent renegotiations. We show how companies substitute between credit lines and internal liquidity (cash and profits) when facing a severe credit shortage. Looking at real-side decisions, we find that credit lines are associated with greater spending when companies are not cash-strapped. Firms with limited access to credit lines, in contrast, appear to choose between saving and investing during the crisis. Our evidence indicates that credit lines eased the impact of the financial crisis on corporate spending.

Expected returns, yield spreads, and asset pricing tests

Review of Financial Studies 2008 21(3), 1297-1338
We construct firm-specific measures of expected equity returns using corporate bond yields, and replace standard ex post average returns with our expected-return measures in asset pricing tests. We find that the market beta is significantly priced in the cross section of expected returns. The expected size and value premiums are positive and countercyclical, but there is no evidence of positive expected momentum profits. The Author 2008. Published by Oxford University Press on behalf of the Society for Financial Studies. All rights reserved. For permissions, please e-mail: [email protected]., Oxford University Press.

Measurement Errors in Investment Equations

Review of Financial Studies 2010 23(9), 3279-3328
We use Monte Carlo simulations and real data to assess the performance of methods dealing with measurement error in investment equations. Our experiments show that fixed effects, error heteroscedasticity, and data skewness severely affect the performance and reliability of methods found in the literature. Estimators that use higher-order moments return biased coefficients for (both) mismeasured and perfectly measured regressors. These estimators are also very inefficient. Instrumental-variable-type estimators are more robust and efficient, although they require restrictive assumptions. We estimate empirical investment models using alternative methods. Real-world investment data contain firm-fixed effects and heteroscedasticity, causing high-order moments estimators to deliver coefficients that are unstable and not economically meaningful. Instrumental variables methods yield estimates that are robust and conform to theoretical priors. Our analysis provides guidance for dealing with measurement errors under circumstances researchers are likely to find in practice. The Author 2010. Published by Oxford University Press on behalf of The Society for Financial Studies. All rights reserved. For Permissions, please e-mail: [email protected]., Oxford University Press.

Corporate flexibility in a time of crisis

Journal of Financial Economics 2022 144(3), 780-806 open access
We use the COVID shock to study the direct and interactive effects of several forms of corporate flexibility on short- and long-term real business plans. We find that i) workplace flexibility, namely the ability for employees to work remotely, plays a central role in determining firms’ employment plans during the health crisis; ii) investment flexibility allows firms to increase or decrease capital spending based on their business prospects in the crisis, with effects shaped by workplace flexibility; and iii) financial flexibility contributes to stronger employment and investment, in particular when fixed costs are high. While the role of workplace flexibility is new to the COVID crisis, CFOs expect lasting effects for years to come: high workplace flexibility firms foresee continuation of remote work, stronger employment recovery, and shifting away from traditional capital investment, whereas low workplace flexibility firms rely more on automation to replace labor.

Access to Collateral and the Democratization of Credit: France's Reform of the Napoleonic Security Code

Journal of Finance 2020 75(1), 45-90 open access
France's Ordonnance 2006‐346 repudiated the notion of possessory ownership in the Napoleonic Code, easing the pledge of physical assets in a country where credit was highly concentrated. A differences‐test strategy shows that firms operating newly pledgeable assets significantly increased their borrowing following the reform. Small, young, and financially constrained businesses benefitted the most, observing improved credit access and real‐side outcomes. Start‐ups emerged with higher “at‐inception” leverage, located farther from large cities, with more assets‐in‐place than before. Their exit and bankruptcy rates declined. Spatial analyses show that the reform reached firms in rural areas, reducing credit access inequality across France's countryside.

Aggregate Risk and the Choice between Cash and Lines of Credit

Journal of Finance 2013 68(5), 2059-2116 open access
Banks can create liquidity for firms by pooling their idiosyncratic risks. As a result, bank lines of credit to firms with greater aggregate risk should be costlier and such firms opt for cash in spite of the incurred liquidity premium. We find empirical support for this novel theoretical insight. Firms with higher beta have a higher ratio of cash to credit lines and face greater costs on their lines. In times of heightened aggregate volatility, banks exposed to undrawn credit lines become riskier; bank credit lines feature fewer initiations, higher spreads, and shorter maturity; and, firms’ cash reserves rise.

The Cash Flow Sensitivity of Cash

Journal of Finance 2004 59(4), 1777-1804
We model a firm's demand for liquidity to develop a new test of the effect of financial constraints on corporate policies. The effect of financial constraints is captured by the firm's propensity to save cash out of cash flows (the cash flow sensitivity of cash ). We hypothesize that constrained firms should have a positive cash flow sensitivity of cash, while unconstrained firms' cash savings should not be systematically related to cash flows. We empirically estimate the cash flow sensitivity of cash using a large sample of manufacturing firms over the 1971 to 2000 period and find robust support for our theory.

Bankruptcy and the Cost of Organized Labor: Evidence from Union Elections

Review of Financial Studies 2018 31(3), 980-1013 open access
Unionized workers are entitled to special treatment in bankruptcy court that can be detrimental to other corporate stakeholders, with unsecured creditors standing to lose the most. Using data on union elections, we employ a regression discontinuity design to identify the effect of worker unionization on bondholders in bankruptcy states. Closely won union elections lead to significant bond value losses, especially when firms approach bankruptcy, have underfunded pension plans, and operate in non-RTW law states. Unionization is associated with longer, more convoluted, and costlier bankruptcy court proceedings. Unions depress bondholders’ recovery values as they are assigned seats on creditors’ committees. Received September 19, 2016; editorial decision September 19, 2017 by Editor David Denis.

Do real estate values boost corporate borrowing? Evidence from contract-level data

Journal of Financial Economics 2022 144(2), 611-644
Ample literature builds on the notion that real estate values boost corporate secured borrowing (“collateral channel”). A comprehensive contract-level database allows us to observe the value, location, and end-use of firms’ real estate holdings in the US and all debts raised against those assets over the 2000–2017 period. Firms raise new debt following an increase in the value of their real estate but use unsecured rather than secured borrowing. We rationalize these findings with a model where firms’ choices between secured and unsecured debt reflect the systematic risk exposures of the assets on their balance sheets. While secured debt may be seen as a safer claim than unsecured debt contractually, we demonstrate that it can be riskier from an economic perspective. Our analysis adds new insight into how firms set their debt structure.