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 |
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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