使用合成控制法:可行性、数据要求与方法论方面

Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects

Journal of Economic Literature · 2021
被引 1398 · 同刊同年前 3%
人大 A-ABS 4

中文导读

为使用合成控制法的研究者提供实践指导,概述其优势、适用场景及局限,并讨论最新扩展和未来研究方向。

Abstract

Probably because of their interpretability and transparent nature, synthetic controls have become widely applied in empirical research in economics and the social sciences. This article aims to provide practical guidance to researchers employing synthetic control methods. The article starts with an overview and an introduction to synthetic control estimation. The main sections discuss the advantages of the synthetic control framework as a research design, and describe the settings where synthetic controls provide reliable estimates and those where they may fail. The article closes with a discussion of recent extensions, related methods, and avenues for future research.

合成控制法可行性条件数据要求方法学指南