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多期中断时间序列×中断时间序列(ITS)分析×
领域因果推断因果推断
方法族Regression modelRegression model
起源年份2000s-20152002
提出者Extended from segmented regression / ITS tradition; multi-break formalization developed across epidemiology and health policy literature (2000s-2010s)Wagner, Soumerai, Zhang & Ross-Degnan (segmented regression); Bernal, Cummins & Gasparrini (tutorial)
类型Quasi-experimental time series regressionQuasi-experimental segmented regression
开创性文献Kontopantelis, E., Doran, T., Springate, D. A., Buchan, I., & Reeves, D. (2015). Regression based quasi-experimental approach when randomisation is not an option: interrupted time series analysis. BMJ, 350, h2750. 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 ↗
别名multi-period ITS, multiple-interruption ITS, segmented time series with multiple breakpoints, MITSITS analysis, segmented regression of time series, Kesintili Zaman Serisi (ITS) Analizi
相关55
摘要Multi-period Interrupted Time Series (MITS) extends the classic ITS framework to settings where two or more interventions occur at known time points within the same series. By fitting a segmented regression with multiple breakpoints, MITS estimates the level change and slope change attributable to each intervention while controlling for the underlying secular trend and for the effects of earlier interruptions.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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ScholarGate方法对比: Multi-period Interrupted Time Series · Interrupted Time Series. 于 2026-06-19 检索自 https://scholargate.app/zh/compare