Using a unique dataset of more than 140,000 manufacturing firms in Japan containing information on their suppliers and customers, this paper looks at the physical distances be- tween transaction partners to examine the localization of transaction relationships. We find the following. First,...

In this paper, we investigate whether financial shocks to firms affect their probability of bankruptcy. We also examine whether these shocks affect the natural selection of the firms, whereby more efficient firms are less likely to go bankrupt. By using the data on the bankruptcy of firms after...

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 a large and unique micro dataset compiled from the official real estate registry in Japan, we examine the loan-to-value (LTV) ratios for business loans from 1975 to 2009 to draw some implications for the ongoing debate on the use of LTV ratio caps as a macro-prudential policy measure. We...

Using a unique micro dataset compiled from official real estate registries in Japan, we examine the evolution of loan-to-value (LTV) ratios for business loans over the 1975 to 2009 period, the determinants of these ratios, and the ex post performance of the borrowers. We find that the LTV ratio...

Using a unique and massive data set that contains information on interfirm transaction relationships, we examine default propagation along the trade credit channel and for the first time provide direct and systematic evidence of its existence and relevance. Not only do we implement simulations...

In this paper, we investigate whether a natural selection works for firm exit after a massive natural disaster. By using a unique data set of more than 84,000 firms after the Great Tohoku Earthquake, we examine the impact of firm efficiency on firm bankruptcy both inside and outside the...

A firm’s choice of location is very important because it reveals the firm’s dynamics. Using a unique firm-level data set, we examine whether and how the presence of incumbent transaction partners (i.e., suppliers, customers, and lender banks) affects this choice. To this end, we focus on...