Abstract
Despite their importance, the discussion of spillover effects in empirical research often misses the rigor dedicated to endogeneity concerns. We analyze a broad set of workhorse models of firm interactions and show that spillovers naturally arise in many corporate finance settings. This has important implications for the estimation of treatment effects: i) even with random treatment, spillovers lead to a complicated bias; ii) fixed effects can exacerbate the spillover-induced bias. We propose simple diagnostic tools for empirical researchers and illustrate our guidance in an application.
| Original language | English |
|---|---|
| Journal | Journal of Financial Economics |
| Volume | 142 |
| Issue number | 3 |
| Pages (from-to) | 1109-1127 |
| Number of pages | 19 |
| ISSN | 0304-405X |
| DOIs | |
| Publication status | Published - Dec 2021 |
Bibliographical note
Published online: 7 May 2021Keywords
- Spillovers
- Direct vs. indirect effects
- Credit supply