From 1998-2001, the Japanese government, in an effort to stimulate the flow of funds to the small business sector, implemented a massive credit guarantee program that was unprecedented in both scale and scope. Because the program was accessible by nearly every small firm we are able to clearly...

This paper investigates how firms' borrowing costs evolve as they age. Using a new panel data set of about 100,000 bank-dependent small firms for 1997-2002 and focusing on the channel of "adaptation" (i.e., surviving firms' borrowing costs decline as they age) and that of "selection" (i.e.,...

This paper examines how collateral and personal guarantees affect firms’ ex-post performance employing a propensity score matching estimation approach. Based on a unique firm-level panel data set of more than 500 small-and-medium-sized borrower firms in Japan, we find that borrowers with high...

This paper examines the effectiveness of public credit guarantee programs in not only increasing the availability of loans to small and medium enterprises (SMEs), but in also improving the ex-post performance of borrowing firms. Using a unique panel data set, we identify the effects of a massive...

We investigate the motives and consequences of the consolidation of cooperative banks (Shinkin) in Japan during the period 1984-2002. Our major findings are as follows. First, less profitable and less cost efficient banks are more likely to be an acquirer and a target, though even less...

This paper investigates the role of collateral and personal guarantees in small business lending using the unique data set of Japan's small business loan market. Consistent with conventional theory, collateral is more likely to be pledged by riskier borrowers, implying they may be useful in...

In this paper we examine the determinants of the relationship between trade credit and bank loans. Previous studies of this relationship fall into two categories: (1) those emphasizing the difference between financial and non-financial institutions, and (2) those emphasizing the difference...