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空間的プラシーボテスト×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 organically in spatial econometrics and geographic RDD literature; prominent use in Dell (2010) and related workPopularized by Dell (2010); formalized for geographic boundaries by Keele & Titiunik (2015)
種類Falsification / robustness checkQuasi-experimental causal inference
原典Buonanno, P., Montolio, D., & Vanin, P. (2009). Does Social Capital Reduce Crime? Journal of Law and Economics, 52(1), 145-170. DOI ↗Dell, M. (2010). The Persistent Effects of Peru's Mining Mita. Econometrica, 78(6), 1863-1903. DOI ↗
別名geographic placebo test, spatial falsification test, spatial robustness check, geographic spillover testSpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity Design
関連44
概要A spatial placebo test is a falsification check used in geographic or spatial causal-inference studies. The analyst applies the same estimation procedure to spatial units, boundaries, or zones where no treatment effect should exist — fake borders, shifted cutoffs, or buffer areas beyond spillover range — and checks whether a spurious effect emerges. A non-significant result in the placebo region supports the credibility of the main causal estimate.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 Placebo Test · Spatial Regression Discontinuity Design. 2026-06-18に以下より取得 https://scholargate.app/ja/compare