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Risk Shifting versus Risk Management: Investment Policy in Corporate Pension Plans

Review of Financial Studies 2009 22(7), 2687-2733
[The asset allocation of defined benefit pension plans is a setting where both risk-shifting and risk-management incentives are likely be present. Empirically, firms with poorly funded pension plans and weak credit ratings allocate a greater share of pension fund assets to safer securities such as government debt and cash, whereas firms with well-funded pension plans and strong credit ratings invest more heavily in equity. These relations hold both in pooled regressions and within firms and plans over time. The incentive to limit costly financial distress plays a considerably larger role than risk shifting in explaining variation in pension fund investment policy among firms in the United States.]

Risk Shifting versus Risk Management: Investment Policy in Corporate Pension Plans

Review of Financial Studies 2009 22(7), 2687-2733 open access
The asset allocation of defined benefit pension plans is a setting where both risk shifting and risk management incentives are likely be present. Empirically, firms with poorly funded pension plans and weak credit ratings allocate a greater share of pension fund assets to safer securities such as government debt and cash, whereas firms with well-funded pension plans and strong credit ratings invest more heavily in equity. These relations hold both in the cross-section and within firms and plans over time. The incentive to limit costly financial distress plays a considerably larger role than risk shifting in explaining variation in pension fund investment policy among U.S. firms.

Explaining Corporate Capital Structure: Product Markets, Leases, and Asset Similarity

Review of Finance 2012 16(1), 115-155
Better measurement of the output produced and capital employed by firms substantially improves the ability to explain capital structure variation in the cross section. For every firm, we construct the set of other firms producing the same output using the set of product market competitors listed in the firm’s public Securities and Exchange Commission filings. In addition, we improve measurement of capital structure by explicitly accounting for leased capital. These two steps increase the explanatory power of the average capital structure of other firms producing similar output on a firm’s capital structure by 50% compared to using only the average unadjusted debt ratio of other firms in the same three-digit Standard Industrial Classification (SIC) code. We provide evidence that the large explanatory power of the capital structure of other firms producing similar output is related to the assets used in the production process. Our findings suggest that what a firm produces and the assets used in production are the most important determinants of capital structure in the cross section.

Investment and Financing Constraints: Evidence from the Funding of Corporate Pension Plans

Journal of Finance 2006 61(1), 33-71
I exploit sharply nonlinear funding rules for defined benefit pension plans in order to identify the dependence of corporate investment on internal financial resources in a large sample. Capital expenditures decline with mandatory contributions to DB pension plans, even when controlling for correlations between the pension funding status itself and the firm's unobserved investment opportunities. The effect is particularly evident among firms that face financing constraints based on observable variables such as credit ratings. Investment also displays strong negative correlations with the part of mandatory contributions resulting solely from unexpected asset market movements.

Wall Street and Main Street: What Contributes to the Rise in the Highest Incomes?

Review of Financial Studies 2010 23(3), 1004-1050
[We study how much of the top end of the income distribution is represented by four sectors—non–financial–firm top executives (Main Street); investment bankers and hedge, private equity, and mutual fund investors (Wall Street); corporate lawyers; and athletes and celebrities. Wall Street individuals comprise a higher percentage of the top income brackets than nonfinancial executives of public companies. While top executives' representation in the top brackets has increased from 1994 to 2004, Wall Street's representation has likely increased even more. We discuss the implications of our findings for different explanations for the increased skewness at the highest income levels.]

Capital Structure and Debt Structure

Review of Financial Studies 2010 23(12), 4242-4280
[Using a novel dataset that records individual debt issues on the balance sheets of public firms, we demonstrate that traditional capital structure studies that ignore debt heterogeneity miss substantial capital structure variation. Relative to high-credit-quality firms, lowcredit-quality firms are more likely to have a multi-tiered capital structure consisting of both secured bank debt with tight covenants and subordinated non-bank debt with loose covenants. We discuss the extent to which these findings are consistent with existing theoretical models of debt structure in which firms simultaneously use multiple debt types to reduce incentive conflicts.]

Capital Structure and Debt Structure

Review of Financial Studies 2010 23(12), 4242-4280 open access
Using a novel dataset that records individual debt issues on the balance sheets of public firms, we demonstrate that traditional capital structure studies that ignore debt heterogeneity miss substantial capital structure variation. Relative to high-credit-quality firms, low-credit-quality firms are more likely to have a multi-tiered capital structure consisting of both secured bank debt with tight covenants and subordinated non-bank debt with loose covenants. We discuss the extent to which these findings are consistent with existing theoretical models of debt structure in which firms simultaneously use multiple debt types to reduce incentive conflicts.

Wall Street and Main Street: What Contributes to the Rise in the Highest Incomes?

Review of Financial Studies 2010 23(3), 1004-1050 open access
We study how much of the top end of the income distribution is represented by four sectors—non-financial-firm top executives (Main Street); investment bankers and hedge, private equity, and mutual fund investors (Wall Street); corporate lawyers; and athletes and celebrities. Wall Street individuals comprise a higher percentage of the top income brackets than nonfinancial executives of public companies. While top executives’ representation in the top brackets has increased from 1994 to 2004, Wall Street's representation has likely increased even more. We discuss the implications of our findings for different explanations for the increased skewness at the highest income levels.

State Taxation and the Reallocation of Business Activity: Evidence from Establishment-Level Data

Journal of Political Economy 2019 127(3), 1262-1316 open access
Using census microdata on multistate firms and their organizational forms, we estimate the impact of state taxes on business activity. For C corporations, employment and the number of establishments have short-run corporate tax elasticities of −0.4 to −0.5 and do not vary with changes in personal tax rates. Pass-through entity activities show tax elasticities of −0.2 to −0.4 with respect to personal tax rates and are invariant with respect to corporate tax rates. Capital shows similar patterns. Reallocation of productive resources to other states drives around half the effect. The responses are strongest for firms in tradable and footloose industries.

Local Overweighting and Underperformance: Evidence from Limited Partner Private Equity Investments

Review of Financial Studies 2013 26(2), 403-451
Institutional investors exhibit substantial home-state bias in private equity. This effect is particularly pronounced for public pension funds, where overweighting amounts to 9.8% of aggregate private-equity investments and 16.5% for the average limited partner. Public pension funds' in-state investments achieve performance that is lower by two to four percentage points than both their own similar out-of-state investments and similar investments in their state by out-of-state investors. Overweighting in home-state investments by public pension funds is greater in venture capital and real estate than in buyout funds. States with political climates characterized by more self-dealing invest a larger share of their portfolio in local investments, although a given local investment performs only as poorly in these states as in other states. Relative to the performance of the rest of the private equity universe, overweighting and underperformance in local investments reduce public pension fund resources by $1.2 billion per year.