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Heterogénny efekt liečby prerušovaná časová rada (HTE-ITS)×Panel Data Interrupted Time Series×
OdborKauzálna inferenciaKauzálna inferencia
RodinaRegression modelRegression model
Rok vzniku2000s–2010s2000s–2010s
TvorcaExtensions of Shadish, Cook & Campbell (2002) ITS framework; HTE formulation developed by Lopez Bernal and colleaguesShadish, Cook & Campbell (design framework); Bernal, Cummins & Gasparrini (epidemiological tutorial)
TypQuasi-experimental segmented regression with subgroup moderationQuasi-experimental causal inference
Pôvodný zdrojLopez Bernal, J., 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 ↗Lopez Bernal, J., 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 ↗
Ďalšie názvyHTE-ITS, Subgroup ITS, Effect-modifier ITS, Segmented ITS with interactionpanel ITS, multi-unit ITS, panel ITSA, controlled interrupted time series
Príbuzné45
ZhrnutieHeterogeneous Treatment Effect Interrupted Time Series extends the standard ITS design to detect whether an intervention's effect on a time series differs systematically across subgroups or in response to unit-level moderators. Where ordinary ITS yields a single level-change and slope-change estimate, HTE-ITS adds interaction terms for a moderating variable, revealing who benefits more or less from the intervention and by how much.Panel Data Interrupted Time Series (panel ITS) is a quasi-experimental method that estimates the causal effect of an intervention using repeated observations from multiple units over time. By exploiting variation across both units and time periods, it provides stronger causal identification than single-unit ITS, detecting changes in the level and slope of the outcome trajectory immediately following a clearly dated intervention.
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ScholarGatePorovnať metódy: Heterogeneous Treatment Effect Interrupted Time Series · Panel Data Interrupted Time Series. Získané 2026-06-20 z https://scholargate.app/sk/compare