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Metode Kontrol Sintetis dalam Riset Pendidikan×Analisis Deret Waktu Terinterupsi (ITS)×
BidangInferensi KausalInferensi Kausal
KeluargaRegression modelRegression model
Tahun asal2003-20102002
PencetusAlberto Abadie, Alexis Diamond, and Jens HainmuellerWagner, Soumerai, Zhang & Ross-Degnan (segmented regression); Bernal, Cummins & Gasparrini (tutorial)
TipeQuasi-experimental causal inferenceQuasi-experimental segmented regression
Sumber perintisAbadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program. Journal of the American Statistical Association, 105(490), 493-505. DOI ↗Bernal, J. L., Cummins, S., & Gasparrini, A. (2017). Interrupted time series regression for the evaluation of public health interventions: a tutorial. International Journal of Epidemiology, 46(1), 348-355. DOI ↗
AliasSCM in education, synthetic control, synthetic comparator, SCMITS analysis, segmented regression of time series, Kesintili Zaman Serisi (ITS) Analizi
Terkait55
RingkasanThe Synthetic Control Method (SCM) estimates the causal effect of an education policy or intervention by constructing a weighted combination of untreated comparison units — the synthetic control — that closely mimics the treated unit's pre-intervention trajectory. Developed by Abadie, Diamond, and Hainmueller, it is especially valuable when only one or a small number of schools, districts, or countries receive a policy change and no natural comparison exists.Interrupted Time Series analysis is a quasi-experimental design that estimates the effect of a single, well-dated intervention by comparing the trajectory of an outcome before and after it occurs. Formalised as segmented regression by Wagner and colleagues (2002) and popularised as a public-health evaluation tutorial by Bernal, Cummins and Gasparrini (2017), it separates the intervention's impact into a change in level and a change in slope.
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ScholarGateBandingkan metode: Synthetic Control Method in Education Research · Interrupted Time Series. Diakses 2026-06-19 dari https://scholargate.app/id/compare