RD or Not RD: Using Experimental Studies to Assess the Performance of the Regression Discontinuity Approach

Abstract

RD and experimental estimators produce impact estimates that are not significantly different from one another and have a similar magnitude, on average. Manipulation of the assignment variable can substantially influence RD impact estimates, particularly if manipulation is related to the outcome and occurs close to the assignment variable's cutoff value.