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Ponderació per puntuació de propensió en la recerca educativa×Emparellament per puntuació de propensió×
CampInferència causalEstadística per a la recerca
FamíliaRegression modelProcess / pipeline
Any d'origen1983 (theory); widely adopted in education research from 2000s1983
Autor originalRosenbaum & Rubin (foundational theory, 1983); Thoemmes & Kim (education-focused review, 2011)Paul Rosenbaum and Donald Rubin
TipusQuasi-experimental causal inferenceMethod
Font seminalRosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41-55. DOI ↗Rosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41–55. DOI ↗
ÀliesPSW in education, inverse probability weighting in education, IPW education, propensity weighting educationPSM, propensity score weighting, covariate balance
Relacionats53
ResumPropensity score weighting (PSW) is a quasi-experimental technique that reweights observational samples so that treated and comparison students look similar on measured background characteristics, allowing credible causal estimates of educational interventions — such as program participation, instructional method, or school type — without random assignment.Propensity score matching (PSM) is a method for reducing confounding bias in observational studies by balancing baseline characteristics between treatment groups, simulating randomization. Developed by Rosenbaum and Rubin (1983), it estimates the probability of receiving treatment given observed covariates, then matches or weights treated and control individuals with similar treatment probabilities. Widely used in medicine, epidemiology, and policy evaluation when randomized trials are infeasible or unethical, enabling estimation of treatment effects while controlling for selection bias.
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ScholarGateCompara mètodes: Propensity Score Weighting in Education Research · Propensity Score Matching. Recuperat el 2026-06-20 de https://scholargate.app/ca/compare