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Phân tích chuỗi thời gian bị gián đoạn trong Nghiên cứu Giáo dục×Phương pháp Sai phân kép (Difference-in-Differences - DiD)×
Lĩnh vựcSuy luận nhân quảKinh tế lượng
HọRegression modelRegression model
Năm ra đời1979-20021994
Người khởi xướngShadish, Cook & Campbell (quasi-experimental design); Wagner et al. (segmented regression formalization)Card & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment)
LoạiQuasi-experimental causal inferenceCausal inference / panel regression
Công trình gốcShadish, W. R., Cook, T. D., & Campbell, D. T. (2002). Experimental and Quasi-Experimental Designs for Generalized Causal Inference. Houghton Mifflin. ISBN: 978-0395615560Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355
Tên gọi khácITS in education, educational ITS, segmented regression in education, policy interrupted time seriesdiff-in-diff, DiD, Farkların Farkı (Diff-in-Diff)
Liên quan45
Tóm tắtInterrupted time series (ITS) analysis is a quasi-experimental design that estimates the causal effect of an education policy or intervention by examining whether an outcome trend changes abruptly at the point of implementation. Applied to education, it is used to evaluate reforms, curriculum changes, testing policies, and school interventions using routinely collected longitudinal data without a randomised control group.Difference-in-Differences is a causal-inference method that estimates the effect of an intervention by comparing how a treatment group and a control group change over time. Made famous by Card and Krueger's 1994 minimum-wage study and developed in Angrist and Pischke's Mostly Harmless Econometrics, it isolates the treatment effect as the difference between the two groups' before-after changes.
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