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Does de-capacity policy enhance the total factor productivity of China's coal companies? A Regression Discontinuity design

, 2020
China's overcapacity in the coal industry has become increasingly prominent since 2013, with a severe negative impact on resource allocation and the national economy.
Weike Zhang, Jia Meng, Xiaoli Tian
semanticscholar   +1 more source

Regression Discontinuity

Abstract This chapter covers the regression discontinuity research design. It first describes how the method estimates the causal effects of interventions by leveraging the fact that some interventions only kick in at arbitrarily drawn lines, resulting in groups on both sides of the line that may be extremely similar.
Adam Chilton, Kyle Rozema
openaire   +1 more source

Regression Discontinuity and Beyond

American Journal of Evaluation, 2018
Treatment effect estimates from a regression discontinuity design (RDD) have high internal validity. However, the arguments that support the design apply to a subpopulation that is narrower and usually different from the population of substantive interest in evaluation research.
Coady Wing, Ricardo A. Bello-Gomez
openaire   +1 more source

Housing wealth and labor supply: Evidence from a regression discontinuity design

, 2020
This paper uses the discontinuity in house size generated by Chinese housing policies to identify the effect of housing wealth on labor supply. The analysis finds a substantial deterrent effect of housing wealth on labor supply.
Han Li, Jiangyi Li, Yi Lu, Huihua Xie
semanticscholar   +1 more source

Valuing the urban hukou in China: Evidence from a regression discontinuity design for housing prices

Journal of Development Economics, 2019
This paper explores the demand side of hukou (household registration) acquisition in China by estimating the market valuation of urban hukou. According to the provisions in Jinan City’s “Acquiring Hukou by Purchasing Houses” policy, this paper uses ...
Yu Chen, Shaobin Shi, Yugang Tang
semanticscholar   +1 more source

Regression discontinuity with categorical outcomes

Journal of Econometrics, 2016
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire   +1 more source

Modern Regression Discontinuity Analysis

Journal of Research on Educational Effectiveness, 2012
Abstract This article provides a detailed discussion of the theory and practice of modern regression discontinuity (RD) analysis for estimating the effects of interventions or treatments. Part 1 briefly chronicles the history of RD analysis and summarizes its past applications. Part 2 explains how in theory an RD analysis can identify an average effect
openaire   +1 more source

Effect of crises on charisma signaling: A regression discontinuity design

Leadership Quarterly, 2022
Nicolas Bastardoz   +2 more
semanticscholar   +1 more source

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