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Просторовий аналіз перерваних часових рядів×Аналіз перерваних часових рядів (ITS)×
ГалузьПричинно-наслідковий висновокПричинно-наслідковий висновок
РодинаRegression modelRegression model
Рік появи1990s–2000s2002
Автор методуExtension of McDowall et al. (1980) ITS framework; spatial adaptations developed in epidemiology and geography through the 1990s–2000sWagner, Soumerai, Zhang & Ross-Degnan (segmented regression); Bernal, Cummins & Gasparrini (tutorial)
ТипQuasi-experimental causal inference with spatial adjustmentQuasi-experimental segmented regression
Основоположне джерелоMcDowall, D., McCleary, R., Meidinger, E. E., & Hay, R. A. (1980). Interrupted Time Series Analysis. Sage Publications. ISBN: 978-0803913950Bernal, 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 ↗
Інші назвиSpatial ITS, Geospatial ITS, Spatially-adjusted ITS, SITSITS analysis, segmented regression of time series, Kesintili Zaman Serisi (ITS) Analizi
Пов'язані65
ПідсумокSpatial Interrupted Time Series (Spatial ITS) extends the classic ITS design to settings where units are geo-referenced and outcomes in one location may spill over into or correlate with outcomes in neighbouring locations. It estimates the causal effect of a discrete intervention on an outcome time series while explicitly modelling geographic autocorrelation, preventing biased standard errors and enabling detection of spatial spillovers.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.
ScholarGateНабір даних
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  3. PUBLISHED
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ScholarGateПорівняння методів: Spatial Interrupted Time Series · Interrupted Time Series. Отримано 2026-06-18 з https://scholargate.app/uk/compare