A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years. (31st August 2021)

• Record Type: Journal Article
• Authors: Villamizar‐Villegas, Mauricio; Pinzon‐Puerto, Freddy A.; Ruiz‐Sanchez, Maria Alejandra
• Is Part Of: Journal of economic surveys. Volume 36:Number 4(2022)
• Page Start: 1130
• Page End: 1178
• Publication Date: 2021-08-31
• Subjects: empirical survey -- fuzzy and sharp designs -- regression discontinuity design -- RDD formalization; Economics -- Periodicals; 330
• DOI: 10.1111/joes.12461
• Languages: English
• ISSNs: 0950-0804

Abstract

Abstract: In this paper we detail the entire Regression Discontinuity Design (RDD) history, including its origins in the 1960s, and its two main waves of formalization in the 1970s and 2000s, both of which are rarely acknowledged in the literature. Also, we dissect the empirical work into fuzzy and sharp designs and provide some intuition as to why some rule‐based criteria produce imperfect compliance. Finally, we break the literature down by economic field, highlighting the main outcomes, treatments, and running variables. Overall, we see some topics in economics gaining importance through time, like the cases of health, finance, crime, environment, and political economy. In particular, we highlight applications in finance as the most novel. Nonetheless, we recognize that the field of education stands out as the uncontested RDD champion through time, with the greatest number of empirical applications.