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Debt financing: Does it boost or hurt firm performance in product markets?

Journal of Financial Economics 2006 82(1), 135-172 open access
Previous research seeks to establish whether debt boosts or hurts a firm's product market performance. This paper proposes that both of these outcomes can be observed: debt can boost and hurt performance. I first model a nonmonotonic relation between debt-like finance and competitive conduct. I then empirically examine the within-industry relation between leverage and sales performance using data from 115 industries over 30 years. My tests deal with the endogeneity of debt in a novel fashion: I use creditors’ valuation of assets in liquidation to identify financial leverage. I find that moderate debt taking is associated with relative-to-rival sales gains; high indebtedness, however, leads to product market underperformance.

Who herds?

Journal of Financial Economics 2006 80(3), 657-675
This paper develops a test for herding in forecasts by professional financial analysts that is robust to (a) correlated information amongst analysts; (b) common unforecasted industry-wide earnings shocks; (c) information arrival over the forecasting cycle; (d) the possibility that the earnings that analysts forecast differ from what the econometrician observes; and (e) systematic optimism or pessimism among analysts. We find that forecasts are biased, but that analysts do not herd. Instead, analysts “anti-herd”: Analysts systematically issue biased contrarian forecasts that overshoot the publicly-available consensus forecast in the direction of their private information.

The Financial Accelerator: Evidence from International Housing Markets

Review of Finance 2006 10(3), 321-352 open access
This paper shows novel evidence on the mechanism through which financial constraints amplify fluctuations in asset prices and credit demand. It does so using contractual features of housing finance. Among agents whose housing demand is constrained by the availability of collateral, those who can borrow against a larger fraction of their housing value (achieve a higher loan-tovalue, or LTV, ratio) have more procyclical debt capacity. This procyclicality underlies the financial accelerator mechanism. Our study uses international variation in LTV ratios over three decades to test whether (a) housing prices and (b) demand for new mortgage borrowings are more sensitive to income shocks in countries where households can achieve higher LTV ratios. The results we obtain are consistent with the dynamics of a collateral-based financial accelerator in international housing markets.