Regression discontinuity designs

MD Cattaneo, R Titiunik - Annual Review of Economics, 2022 - annualreviews.org
The regression discontinuity (RD) design is one of the most widely used nonexperimental
methods for causal inference and program evaluation. Over the last two decades, statistical …

The ESG effect on the cost of debt financing: A sharp RD analysis

G Gigante, D Manglaviti - International Review of Financial Analysis, 2022 - Elsevier
Environmental, social, and governance (ESG) factors have become increasingly relevant
within the financial world. Despite extensive evidence regarding the equity side, limited …

Inference on causal effects in a generalized regression kink design

D Card, DS Lee, Z Pei, A Weber - Econometrica, 2015 - Wiley Online Library
We consider nonparametric identification and estimation in a nonseparable model where a
continuous regressor of interest is a known, deterministic, but kinked function of an observed …

Snapping back: Food stamp bans and criminal recidivism

C Tuttle - American Economic Journal: Economic Policy, 2019 - aeaweb.org
I estimate the effect of access to food stamps on criminal recidivism. In 1996, a federal
welfare reform imposed a lifetime ban from food stamps on convicted drug felons. Florida …

The effect of disability insurance payments on beneficiaries' earnings

A Gelber, TJ Moore, A Strand - American Economic Journal: Economic …, 2017 - aeaweb.org
A crucial issue is whether social insurance affects work decisions through income or
substitution effects. We examine this in the context of US Social Security Disability Insurance …

[HTML][HTML] Supporting small firms through recessions and recoveries

D Bonfim, C Custódio, C Raposo - Journal of Financial Economics, 2023 - Elsevier
We use variation in the access to a government credit certification program to estimate the
financial and real effects of supporting small firms. This program was first implemented …

When does regression discontinuity design work? Evidence from random election outcomes

A Hyytinen, J Meriläinen, T Saarimaa… - Quantitative …, 2018 - Wiley Online Library
We use elections data in which a large number of ties in vote counts between candidates
are resolved via a lottery to study the personal incumbency advantage. We benchmark non …

Regression kink design: Theory and practice

D Card, DS Lee, Z Pei, A Weber - Regression discontinuity designs …, 2017 - emerald.com
A regression kink design (RKD or RK design) can be used to identify casual effects in
settings where the regressor of interest is a kinked function of an assignment variable. In this …

A guide to regression discontinuity designs in medical applications

MD Cattaneo, L Keele, R Titiunik - Statistics in Medicine, 2023 - Wiley Online Library
We present a practical guide for the analysis of regression discontinuity (RD) designs in
biomedical contexts. We begin by introducing key concepts, assumptions, and estimands …

Keeping refugee children in school and out of work: Evidence from the world's largest humanitarian cash transfer program

AH Aygün, MG Kırdar, M Koyuncu, Q Stoeffler - Journal of Development …, 2024 - Elsevier
This paper investigates whether unconditional cash transfers can keep refugee children in
school and out of work. We raise this question in the unique context of Turkey, which hosts …