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Anàlisi de Sensibilitat per a la Causalitat en Recerca Educativa×Disseny de Regressió per Discontinuïtat (RDD)×
CampInferència causalInferència causal
FamíliaRegression modelRegression model
Any d'origen1983–20022008
Autor originalPaul R. Rosenbaum (formal framework); applied in education research by Briggs and othersImbens & Lemieux (guide to practice); Cattaneo, Idrobo & Titiunik (practical introduction)
TipusCausal robustness / bias assessmentQuasi-experimental causal design
Font seminalRosenbaum, P. R. (2002). Observational Studies (2nd ed.). Springer. ISBN: 978-0387989679Imbens, G. W., & Lemieux, T. (2008). Regression Discontinuity Designs: A Guide to Practice. Journal of Econometrics, 142(2), 615-635. DOI ↗
ÀliesRosenbaum sensitivity analysis, hidden-bias sensitivity analysis, causal sensitivity analysis, SA for causal education studiesRDD, regression discontinuity design, sharp RDD, fuzzy RDD
Relacionats65
ResumSensitivity analysis for causality in education research tests how robust a quasi-experimental finding is to unmeasured confounding. Rather than assuming all bias has been removed, it quantifies how large a hidden bias would need to be to overturn a causal conclusion — a critical safeguard when randomisation is impossible, which is common in educational settings.Regression Discontinuity Design is a quasi-experimental method that identifies a causal effect by locally comparing units just above and just below a cutoff on a continuous assignment (running) variable. Formalised for applied work by Imbens and Lemieux (2008) and developed as a practical framework by Cattaneo, Idrobo, and Titiunik (2020), it estimates a local average treatment effect (LATE) at the threshold.
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ScholarGateCompara mètodes: Sensitivity analysis for causality in education research · Regression Discontinuity. Recuperat el 2026-06-19 de https://scholargate.app/ca/compare