Granular Instrumental Variables

S-Tier
Journal: Journal of Political Economy
Year: 2024
Volume: 132
Issue: 7
Pages: 2274 - 2303

Authors (2)

Xavier Gabaix (Harvard University) Ralph S. J. Koijen (not in RePEc)

Score contribution per author:

4.022 = (α=2.01 / 2 authors) × 4.0x S-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

We develop a new method to construct instruments in a broad class of economic environments. In the economies we study, a few large firms, industries, or countries account for an important share of economic activity. Idiosyncratic shocks to these large players significantly affect aggregate outcomes and are valid instruments. We provide a methodology to extract these idiosyncratic shocks to create granular instrumental variables (GIVs), which are size-weighted sums of idiosyncratic shocks. We show how GIVs enable us to estimate causal parameters, such as elasticities and multipliers, and are applicable in a broad range of empirically relevant settings.

Technical Details

RePEc Handle
repec:ucp:jpolec:doi:10.1086/728743
Journal Field
General
Author Count
2
Added to Database
2026-01-25