scholarly journals Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program

2007 ◽  
Author(s):  
Alberto Abadie ◽  
Alexis Diamond ◽  
Jens Hainmueller
2019 ◽  
Vol 129 (623) ◽  
pp. 2722-2744 ◽  
Author(s):  
Benjamin Born ◽  
Gernot J Müller ◽  
Moritz Schularick ◽  
Petr Sedláček

Abstract Economic nationalism is on the rise, but at what cost? We study this question using the unexpected outcome of the Brexit referendum vote as a natural macroeconomic experiment. Employing synthetic control methods, we first show that the Brexit vote has caused a UK output loss of 1.7% to 2.5% by year-end 2018. An expectations-augmented VAR suggests that these costs are, to a large extent, driven by a downward revision of growth expectations in response to the vote. Linking quasi-experimental identification to structural time-series estimation allows us not only to quantify the aggregate costs but also to understand the channels through which expected economic disintegration impacts the macroeconomy.


2017 ◽  
Vol 21 (2) ◽  
pp. 180-187 ◽  
Author(s):  
Tess Thompson ◽  
Matthew W Kreuter ◽  
Nicole Caito ◽  
Rebecca S Williams ◽  
Cam Escoffery ◽  
...  

2020 ◽  
Vol 240 (1) ◽  
pp. 51-88 ◽  
Author(s):  
Petrik Runst ◽  
Jörg Thomä

AbstractThe European Commission actively evaluates occupational entry restrictions in all member states. This has attracted a growing interest among scholars of the German crafts sector as it is governed by an idiosyncratic national set of rules. We estimate the effects of the deregulation of the German Trade and Crafts Code in 2004 on the overall vocational training levels in affected crafts trades. We employ Difference-in-Differences regressions as well as Synthetic Control Methods on data for the entire population of the German crafts sector. We provide evidence that the overall effect of the reform on vocational training levels was negative. While we cannot comprehensively rule out all potential confounding factors, we address competing explanations related to demand shocks, recession effect, and migration. In addition, there is evidence that the overall deregulation effects can be decomposed into a sunk-cost-channel and a firm size channel.


2016 ◽  
Vol 22 (3) ◽  
pp. 213-246 ◽  
Author(s):  
Jose Roberto Balmori de la Miyar

AbstractMilitary crackdowns often disrupt economic development by exacerbating violence. This paper examines the case of the Mexican Drug War, employing synthetic control methods. To prove causality, I use variation on statewide military operations, as well as the rollout of the war. Findings indicate a decrease in GDP per capita equal to 0.5%, in states with military operations. Determinants by which the Mexican Drug War hampered economic development include a proportional reduction in consumption per capita, and a decline in productive investment of at least 0.3%, driven by a drop of 3.2% in commercial credit granted to businesses.


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