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Lĩnh vựcDịch tễ họcThống kê nghiên cứu
HọProcess / pipelineProcess / pipeline
Năm ra đờiMid-20th century; propensity-score variant 19831983
Người khởi xướngEstablished practice; propensity-score matching formalized by Rosenbaum & Rubin (1983)Paul Rosenbaum and Donald Rubin
LoạiObservational analytic study designMethod
Công trình gốcRothman, K. J., Greenland, S., & Lash, T. L. (2008). Modern Epidemiology (3rd ed.). Lippincott Williams & Wilkins. ISBN: 978-0781755641Rosenbaum, 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 ↗
Tên gọi khácmatched follow-up study, paired cohort study, propensity-matched cohort, matched prospective studyPSM, propensity score weighting, covariate balance
Liên quan53
Tóm tắtA matched cohort study is an observational design in which each exposed participant is paired with one or more unexposed counterparts who share key characteristics — such as age, sex, or comorbidity status — before both groups are followed forward in time to compare incident outcomes. Matching controls for measured confounders at the design stage, reducing bias that would otherwise require statistical adjustment alone.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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ScholarGateSo sánh phương pháp: Matched Cohort Study · Propensity Score Matching. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare