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The Real Effects of Lending Relationships on Innovative Firms and Inventor Mobility

Review of Financial Studies 2017 30(7), 2413-2445
We study how relationship lending determines the financing of innovation. Exploiting a negative shock to relationships, we show that it reduces the number of innovative firms, especially those that depend more on relationship lending such as small, opaque firms. This credit supply shock leads to reallocation of inventors whereby young and productive inventors leave small firms and move out of geographical areas where lending relationships are hurt. Overall, our results show that credit markets affect both the level of innovation activity and the distribution of innovative human capital across the economy.Received April 11, 2013; editorial decision May 25, 2016 by Editor Andrew Karolyi.

The Real Effects of Lending Relationships on Innovative Firms and Inventor Mobility

Review of Financial Studies 2017 30(7), 2413-2445
We study how relationship lending determines the financing of innovation. Exploiting a negative shock to relationships, we show that it reduces the number of innovative firms, especially those that depend more on relationship lending such as small, opaque firms. This credit supply shock leads to reallocation of inventors whereby young and productive inventors leave small firms and move out of geographical areas where lending relationships are hurt. Overall, our results show that credit markets affect both the level of innovation activity and the distribution of innovative human capital across the economy.

Do managers overreact to salient risks? Evidence from hurricane strikes

Journal of Financial Economics 2017 126(1), 97-121
We study how managers respond to hurricane events when their firms are located in the neighborhood of the disaster area. We find that the sudden shock to the perceived liquidity risk leads managers to increase corporate cash holdings and to express more concerns about hurricane risk in 10-Ks/10-Qs, even though the actual risk remains unchanged. Both effects are temporary. Over time, the perceived risk decreases, and the bias disappears. The distortion between perceived and actual risk is large, and the increase in cash is suboptimal. Overall, managerial reaction to hurricanes is consistent with salience theories of choice.