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...

In this paper, we investigate whether a natural selection mechanism works for firm exit. By using data of firms after a devastating earthquake, the Great Tohoku Earthquake, we examine the impact of firm efficiency on firm exit both inside and outside the earthquake-affected areas. We find...