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...

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 investigates how a firm's borrowing cost evolves as it ages. Using a new data set of more than 200,000 bank-dependent small firms in 1997-2002, we find the following. First, the distribution of borrowing cost tends to become less skewed to the right over time. Second, this shift of...

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 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...