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Spatial Synthetic Control Method×Spatial Regression Discontinuity Design (Spatial RDD)×
FagområdeKausal inferensKausal inferens
FamilieRegression modelRegression model
Oprindelsesår2003–2010s2010s
OphavspersonAbadie & Gardeazabal (2003); extended to spatial settings by subsequent applied econometric workPopularized by Dell (2010); formalized for geographic boundaries by Keele & Titiunik (2015)
TypeQuasi-experimental causal inferenceQuasi-experimental causal inference
Oprindelig kildeAbadie, A., & Gardeazabal, J. (2003). The Economic Costs of Conflict: A Case Study of the Basque Country. American Economic Review, 93(1), 113-132. DOI ↗Dell, M. (2010). The Persistent Effects of Peru's Mining Mita. Econometrica, 78(6), 1863-1903. DOI ↗
Aliasserspatial SCM, geographic synthetic control, spatial SC, spatial counterfactual controlSpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity Design
Relaterede64
ResuméThe Spatial Synthetic Control Method adapts the classic synthetic control framework to settings where treated and donor units are defined by geographic location. By constructing a weighted combination of spatially proximate or comparable control regions, the method estimates what would have happened to a treated area absent the intervention, while explicitly accounting for geographic spillovers, spatial autocorrelation, and contiguity among units.Spatial Regression Discontinuity Design uses a geographic or administrative boundary as the threshold that assigns units to treatment. Observations just inside one side of the boundary are compared with those just outside it, exploiting the near-random variation in treatment status near the cutoff to recover a local causal effect. The approach is widely used in economics, political science, and public health when policies or institutions change sharply at a border.
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ScholarGateSammenlign metoder: Spatial Synthetic Control Method · Spatial Regression Discontinuity Design. Hentet 2026-06-17 fra https://scholargate.app/da/compare