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정책 평가를 위한 시계열 단절 분석×시계열 단절 분석 (Interrupted Time Series, ITS)×
분야인과추론인과추론
계열Regression modelRegression model
기원 연도1975 (intervention analysis); 2000s–2010s (policy evaluation framing)2002
창시자Box & Tiao (1975); popularised for policy by Shadish, Cook & Campbell (2002) and Bernal et al. (2017)Wagner, Soumerai, Zhang & Ross-Degnan (segmented regression); Bernal, Cummins & Gasparrini (tutorial)
유형Quasi-experimental causal designQuasi-experimental segmented regression
원전Bernal, 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 ↗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 ↗
별칭ITS for policy evaluation, policy ITS, segmented regression for policy, policy impact ITSITS analysis, segmented regression of time series, Kesintili Zaman Serisi (ITS) Analizi
관련45
요약Interrupted Time Series (ITS) for policy evaluation uses routinely collected aggregate time-series data to estimate the causal impact of a policy change. A segmented regression model splits the series at a known intervention date, estimating both an immediate level shift and a change in trend attributable to the policy — without requiring a randomised control group.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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ScholarGate방법 비교: Policy Evaluation Interrupted Time Series · Interrupted Time Series. 2026-06-19에 다음에서 검색함: https://scholargate.app/ko/compare