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Supercompliers

Matthew Comey (), Amanda Eng (), Pauline Leung () and Zhuan Pei ()
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Matthew Comey: Joint Committee on Taxation
Amanda Eng: Internal Revenue Service
Pauline Leung: Cornell University
Zhuan Pei: Cornell University

No 18598, IZA Discussion Papers from IZA Network @ LISER

Abstract: In an instrumental variable framework, we define supercompliers as the subpopulation whose treatment take-up positively responds to eligibility and whose outcome positively responds to take-up. Supercompliers are the only subpopulation to benefit from treatment eligibility and, hence, are important for policy evaluation. We propose conditions for characterizing supercompliers, and show how estimation and inference can be conducted with instrumental variable regression. In two job training experiments, we demonstrate our machinery's utility, particularly in incorporating social welfare weights into marginal value of public funds analyses.

Keywords: compliers; supercompliers; marginal value of public funds (search for similar items in EconPapers)
JEL-codes: C10 H00 J24 (search for similar items in EconPapers)
Date: 2026-04
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