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空間イベントスタディデザイン×空間回帰不連続デザイン(Spatial RDD)×
分野因果推論因果推論
系統Regression modelRegression model
提唱年2000s–2010s2010s
提唱者Developed across applied spatial economics literature; canonical applications in Autor, Dorn & Hanson (2013) and related regional economics studiesPopularized by Dell (2010); formalized for geographic boundaries by Keele & Titiunik (2015)
種類Quasi-experimental causal inference with spatial structureQuasi-experimental causal inference
原典Autor, D. H., Dorn, D., & Hanson, G. H. (2013). The China Syndrome: Local Labor Market Effects of Import Competition in the United States. American Economic Review, 103(6), 2121-2168. DOI ↗Dell, M. (2010). The Persistent Effects of Peru's Mining Mita. Econometrica, 78(6), 1863-1903. DOI ↗
別名spatial event study, geographic event study, spatial dynamic DiD, place-based event studySpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity Design
関連54
概要Spatial event study design estimates the dynamic causal effects of a geographically concentrated shock or policy by plotting how outcomes in affected locations evolve relative to unaffected locations across time periods, while explicitly accounting for spatial spillovers and autocorrelation across geographic units. It is widely used in regional and urban economics to evaluate place-based policies, trade shocks, and local labour market interventions.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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ScholarGate手法を比較: Spatial Event Study Design · Spatial Regression Discontinuity Design. 2026-06-18に以下より取得 https://scholargate.app/ja/compare