Multi-Cutoff RD Designs with Observations Located at Each Cutoff: Problems and Solutions

Margherita Fort, Andrea Ichino, Enrico Rettore and Giulio Zanella

No 15051, IZA Discussion Papers from IZA Network @ LISER

Abstract: In RD designs with multiple cutoffs, the identification of an average causal effect across cutoffs may be problematic if a marginally exposed subject is located exactly at each cutoff. This occurs whenever a fixed number of treatment slots is allocated starting from the subject with the highest (or lowest) value of the score, until exhaustion. Exploiting the "within" variability at each cutoff is the safest and likely efficient option. Alternative strategies exist, but they do not always guarantee identification of a meaningful causal effect and are less precise. To illustrate our findings, we revisit the study of Pop-Eleches and Urquiola (2013).

Keywords: regression discontinuity; multiple cutoffs; normalizing-and-pooling (search for similar items in EconPapers)
JEL-codes: C01 (search for similar items in EconPapers)
Pages: 50 pages
Date: 2022-01
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (11)

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Related works:
Working Paper: Multi-cutoff RD designs with observations located at each cutoff: problems and solutions (2022)
Working Paper: Multicutoff RD designs with observations located at each cutoff: problems and solutions (2022)
Working Paper: Multi-cutoff RD designs with observations located at each cutoff: problems and solutions (2022)
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