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Évaluation d'Impact Contrefactuel Spatial (EICS)×Méthode des variables instrumentales (VI) pour l'inférence causale×
DomaineInférence causaleÉconomie de la santé
FamilleRegression modelProcess / pipeline
Année d'origine2010s1990s (modern applications)
Auteur d'origineCerqua, Pellegrini, and regional-science scholars building on counterfactual econometricsAngrist & Pischke (applied econometrics); rooted in econometric theory
TypeQuasi-experimental / causal inferenceMethod
Source fondatriceCerqua, A., & Pellegrini, G. (2014). Do subsidies to private capital boost firms' growth? A multiple regression discontinuity design approach. Journal of Public Economics, 109, 114-126. DOI ↗Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
AliasSCIE, spatial CIE, place-based counterfactual evaluation, regional counterfactual analysisIV, two-stage least squares, TSLS, causal estimation
Apparentées53
RésuméSpatial Counterfactual Impact Evaluation (SCIE) is a family of quasi-experimental methods that estimate the causal effect of geographically targeted policies — such as EU Cohesion Funds, enterprise zones, or place-based subsidies — by constructing a spatial counterfactual: what outcomes the treated region would have experienced without the intervention, inferred from comparable untreated regions or from discontinuities at policy boundaries.Instrumental variables (IV) is an econometric method to estimate causal effects when treatment or exposure is not randomly assigned and confounding is severe or unmeasured. IV relies on a third variable (instrument) that influences treatment but does not directly affect the outcome, allowing researchers to isolate the causal effect from the noise of confounding. Developed extensively in econometrics (Angrist & Pischke, 1990s–2000s), IV methods are increasingly used in health economics and health services research to leverage natural experiments and policy changes.
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ScholarGateComparer des méthodes: Spatial Counterfactual Impact Evaluation · Instrumental Variables in Health Research. Consulté le 2026-06-19 sur https://scholargate.app/fr/compare