This paper investigates the role played by non-financial firms in Japanese corporate financing. We find that non-financial firms are an important source of credit for both small and large firms in Japan. We also document that adverse real and financial shocks have similar effects on small and...

Much of the existing literature on the relationship between trade credit and loans focuses solely on how a reduction in loans affects the use of trade credit. In this paper, we additionally investigate if a reduction in trade credit is offset by an increase in loans. Using a unique firm-level...

Using two sources of data on commercial bank liabilities we examine the behavior of various components of deposits following a monetary tightening (downturn) as well as a nonmonetary downturn equal in magnitude to the monetary downturn in order to better understand the portfolio behavior of...

In this study, we specify a disaggregated vector autoregression model (VAR) to analyze the behavior of employment in three Southern California counties during two different types of aggregate economic downturns. Using this model, we estimate the impact of hypothetical, one-time shocks to...

This Paper compares the responses of bank loan components to a monetary tightening with the responses to negative output shocks. Real estate and consumer loans sharply decrease during a monetary tightening but not after a negative output shock. In contrast, C&I loans (and commercial paper)...

We empirically examine whether greater firm diversity results in the inefficient allocation of capital. Using both COMPUSTAT and the Annual Capital Expenditure Survey (ACES) we find firm diversity to be negatively related to the efficiency of investment. However once we distinguish between...

A robust finding for both small and large banks is that in response to a monetary tightening, real estate and consumer loans decrease while C&I loans increase. We also show that in a standard log-linear VAR the impulse response function of an aggregate variable is time varying. The finding that...

We empirically examine whether greater firm diversity results in the inefficient allocation of capital. Using both COMPUSTAT and the Annual Capital Expenditure Survey (ACES) we find firm diversity to be negatively related to the efficiency of investment. However once we distinguish between...

This paper uses state-level data to test the Rajan hypothesis, from his book Fault Lines, that an increase in inequality can lead to a credit boom. Using dynamic heterogeneous panel estimation methods (i.e. MG, PMG, DFE), we find a positive long-run relationship between inequality and real...