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 is the first book to report the details of the current status of interfirm relationships in Japan. Based on a unique data set of firms, the authors describe the characteristics of interfirm transactions in a manner unprecedented in the literature. Special emphasis is placed on the nature of...

Chapter 1 The Economics of Interfirm Networks: Main Issues -- Part 1: Structure and Evolution of Interfirm Networks -- Chapter 2 Buyer-Supplier Networks and Aggregate Volatility -- Chapter 3 Community Structure of a Large-scale Production Network in Japan -- Chapter 4 Interfirm Networks in...

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...

This paper examines the effectiveness of Japan's Emergency Credit Guarantee (ECG) Program set up during the financial turmoil following the failure of Lehman Brothers, in increasing credit availability and improving the ex-post performance of small businesses. In particular, using a unique...