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Katkestatud aegridade analüüs haridusuuringutes×Sünteetilise kontrolli meetod (SCM)×
ValdkondPõhjuslik järeldaminePõhjuslik järeldamine
PerekondRegression modelRegression model
Tekkeaasta1979-20022003–2010
LoojaShadish, Cook & Campbell (quasi-experimental design); Wagner et al. (segmented regression formalization)Alberto Abadie & Javier Gardeazabal (2003); Abadie, Diamond & Hainmueller (2010)
TüüpQuasi-experimental causal inferenceQuasi-experimental causal inference
AlgallikasShadish, W. R., Cook, T. D., & Campbell, D. T. (2002). Experimental and Quasi-Experimental Designs for Generalized Causal Inference. Houghton Mifflin. ISBN: 978-0395615560Abadie, 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 ↗
RööpnimetusedITS in education, educational ITS, segmented regression in education, policy interrupted time seriesSCM, synthetic control, synth estimator, Abadie-Diamond-Hainmueller method
Seotud44
KokkuvõteInterrupted 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.The Synthetic Control Method estimates the causal effect of a treatment or policy on a single treated unit by constructing a weighted combination of untreated units — the synthetic control — that closely resembles the treated unit before the intervention. The gap between the treated unit and its synthetic counterpart after the intervention is the estimated treatment effect.
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ScholarGateVõrdle meetodeid: Interrupted Time Series in Education Research · Synthetic Control Method. Loetud 2026-06-19 aadressilt https://scholargate.app/et/compare