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Bank Loan Supply, Lender Choice, and Corporate Capital Structure

Journal of Finance 2009 64(3), 1143-1185
This paper explores the relevance of capital market supply frictions for corporate capital structure decisions. To identify this relationship, I study the effect on firms' financial structures of two changes in bank funding constraints: the 1961 emergence of the market for certificates of deposit, and the 1966 Credit Crunch. Following an expansion (contraction) in the availability of bank loans, leverage ratios of bank-dependent firms significantly increase (decrease) relative to firms with bond market access. Concurrent changes in the composition of financing sources lend further support to the role of credit supply and debt market segmentation in capital structure choice.

Determinants of Dividend Smoothing: Empirical Evidence

Review of Financial Studies 2011 24(10), 3197-3249
[We document the cross-sectional properties of corporate dividend-smoothing policies and relate them to extant theories. We find that younger, smaller firms, firms with low dividend yields and more volatile earnings and returns, and firms with fewer and more disperse analyst forecasts smooth less. Firms that are cash cows, with low growth prospects, weaker governance, and greater institutional holdings, smooth more. We also document that dividend smoothing has steadily increased over the past 80 years, even before firms began using share repurchases in the mid-1980s. Taken together, our results suggest that dividend smoothing is most common among firms that are not financially constrained, face low levels of asymmetric information, and are most susceptible to agency conflicts. These findings provide challenges and guidance for the developing theoretical literature.]

Bank Loan Supply, Lender Choice, and Corporate Capital Structure

Journal of Finance 2009 64(3), 1143-1185
This paper explores the relevance of capital market supply frictions for corporate capital structure decisions. To identify this relationship, I study the effect on firms' financial structures of two changes in bank funding constraints: the 1961 emergence of the market for certificates of deposit, and the 1966 Credit Crunch. Following an expansion (contraction) in the availability of bank loans, leverage ratios of bank‐dependent firms significantly increase (decrease) relative to firms with bond market access. Concurrent changes in the composition of financing sources lend further support to the role of credit supply and debt market segmentation in capital structure choice.

The pecking order, debt capacity, and information asymmetry

Journal of Financial Economics 2010 95(3), 332-355
We quantify the empirical relevance of the pecking order hypothesis using a novel empirical model and testing strategy that addresses statistical power concerns with previous tests. While the classificatory ability of the pecking order varies significantly depending on whether one interprets the hypothesis in a strict or liberal (e.g., “modified” pecking order) manner, the pecking order is never able to accurately classify more than half of the observed financing decisions. However, when we expand the model to incorporate factors typically attributed to alternative theories, the predictive accuracy of the model increases dramatically—accurately classifying over 80% of the observed debt and equity issuances. Finally, we show that what little pecking order behavior can be found in the data is driven more by incentive conflicts, as opposed to information asymmetry.

The Evolution of Corporate Cash

Review of Financial Studies 2018 31(11), 4288-4344
We study time-series and cross-firm variation in corporate cash holdings from 1920 to 2014. The recent increase in cash is not unique in magnitude. However, the recent divergence between average and aggregate cash is new and entirely driven by a shift in cash policies of newly public firms, whereas within-firm changes have been negative or flat since the 1940s. Cross-sectional relations between cash holdings and firm characteristics are stable throughout the century, though characteristics explain little of the trends in aggregate cash. Macroeconomic conditions, corporate profitability and investment, and (since 2000) repatriation taxes explain aggregate cash over the last century. Received August 23, 2017; editorial decision April 28, 2018 by Editor Andrew Karolyi.

Do Peer Firms Affect Corporate Financial Policy?

Journal of Finance 2014 69(1), 139-178
We show that peer firms play an important role in determining corporate capital structures and financial policies. In large part, firms' financing decisions are responses to the financing decisions and, to a lesser extent, the characteristics of peer firms. These peer effects are more important for capital structure determination than most previously identified determinants. Furthermore, smaller, less successful firms are highly sensitive to their larger, more successful peers, but not vice versa. We also quantify the externalities generated by peer effects, which can amplify the impact of changes in exogenous determinants on leverage by over 70%.

Do Firms Rebalance Their Capital Structures?

Journal of Finance 2005 60(6), 2575-2619 open access
We empirically examine whether firms engage in a dynamic rebalancing of their capital structures while allowing for costly adjustment. We begin by showing that the presence of adjustment costs has significant implications for corporate financial policy and the interpretation of previous empirical results. After confirming that financing behavior is consistent with the presence of adjustment costs, we find that firms actively rebalance their leverage to stay within an optimal range. Our evidence suggests that the persistent effect of shocks on leverage observed in previous studies is more likely due to adjustment costs than indifference toward capital structure.

A century of capital structure: The leveraging of corporate America

Journal of Financial Economics 2015 118(3), 658-683
Unregulated US corporations dramatically increased their debt usage over the past century. Aggregate leverage—low and stable before 1945—more than tripled between 1945 and 1970 from 11% to 35%, eventually reaching 47% by the early 1990s. The median firm in 1946 had no debt, but by 1970 had a leverage ratio of 31%. This increase occurred in all unregulated industries and affected firms of all sizes. Changing firm characteristics are unable to account for this increase. Rather, changes in government borrowing, macroeconomic uncertainty, and financial sector development play a more prominent role. Despite this increase among unregulated firms, a combination of stable debt usage among regulated firms and a decrease in the fraction of aggregate assets held by regulated firms over this period resulted in a relatively stable economy-wide leverage ratio during the 20th century.

Determinants of Dividend Smoothing: Empirical Evidence

Review of Financial Studies 2011 24(10), 3197-3249
We document the cross-sectional properties of corporate dividend-smoothing policies and relate them to extant theories. We find that younger, smaller firms, firms with low dividend yields and more volatile earnings and returns, and firms with fewer and more disperse analyst forecasts smooth less. Firms that are cash cows, with low growth prospects, weaker governance, and greater institutional holdings, smooth more. We also document that dividend smoothing has steadily increased over the past 80 years, even before firms began using share repurchases in the mid-1980s. Taken together, our results suggest that dividend smoothing is most common among firms that are not financially constrained, face low levels of asymmetric information, and are most susceptible to agency conflicts. These findings provide challenges and guidance for the developing theoretical literature.

Do dividends convey information about future earnings?

Journal of Financial Economics 2020 136(2), 547-570
Yes. We show that dividend changes contain information about highly persistent changes in future economic income. Three methodological differences lead us to different conclusions from the extant literature: (i) we use an “event window approach” to cleanly delineate earnings after dividend changes from those before, (ii) we use alternative earnings measures to control for endogenous investment and asset write-downs surrounding dividend changes, and (iii) we control for the nonlinear relation between dividend changes and market reactions. Our results suggest dividend announcement returns reflect information about the level of permanent earnings, though the timing of the information content is difficult to reconcile with traditional signaling models.