Regression Discontinuity Designs in Economics
Top Cited Papers
- 1 June 2010
- journal article
- research article
- Published by American Economic Association in Journal of Economic Literature
- Vol. 48 (2) , 281-355
- https://doi.org/10.1257/jel.48.2.281
Abstract
This paper provides an introduction and “user guide” to Regression Discontinuity (RD) designs for empirical researchers. It presents the basic theory behind the research design, details when RD is likely to be valid or invalid given economic incentives, explains why it is considered a “quasi-experimental” design, and summarizes different ways (with their advantages and disadvantages) of estimating RD designs and the limitations of interpreting these estimates. Concepts are discussed using examples drawn from the growing body of empirical research using RD. (JEL C21, C31)Keywords
All Related Versions
This publication has 78 references indexed in Scilit:
- The Performance and Competitive Effects of School AutonomyJournal of Political Economy, 2009
- Does Medicare Save Lives?*The Quarterly Journal of Economics, 2009
- The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from MedicareAmerican Economic Review, 2008
- Regression discontinuity inference with specification errorJournal of Econometrics, 2008
- Incentive effects of social assistance: A regression discontinuity approachJournal of Econometrics, 2007
- Breaking the link between poverty and low student achievement: An evaluation of Title IJournal of Econometrics, 2007
- Randomized experiments from non-random selection in U.S. House electionsJournal of Econometrics, 2007
- Nonparametric Analysis of Randomized Experiments with Missing Covariate and Outcome DataJournal of the American Statistical Association, 2000
- Capitalizing on Nonrandom Assignment to Treatments: A Regression-Discontinuity Evaluation of a Crime-Control ProgramJournal of the American Statistical Association, 1983
- A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for HeteroskedasticityEconometrica, 1980