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How Do Financing Constraints Affect Firms’ Equity Volatility?

Journal of Finance 2018 73(3), 1139-1182
Theory suggests that financing frictions can have significant implications for equity volatility by shaping firms’ exposure to economic risks. This paper provides evidence that an important determinant of higher equity volatility among research and development (R&D)‐intensive firms is fewer financing constraints on firms’ ability to access growth options. I provide evidence for this effect by studying how persistent shocks to the value of firms’ tangible assets (real estate) affect their subsequent equity volatility. The analysis addresses concerns about the identification of these balance sheet effects and shows that these effects are consistent with broader patterns on the equity volatility of R&D‐intensive firms.

The Impact of Bank Credit on Labor Reallocation and Aggregate Industry Productivity

Journal of Finance 2018 73(6), 2787-2836
We provide evidence that the deregulation of U.S. state banking markets leads to a significant increase in the relative employment and capital growth of local firms with higher productivity, and that this effect is concentrated among young firms. Using financial data for a broad range of firms, our analysis suggests that this effect is driven by a shift in the composition of local bank credit supply toward more productive firms. We estimate that this effect translates into economically important gains in aggregate industry productivity and that changes in the allocation of labor play a central role in driving these gains.