ScholarGate
Assistant

Comparer des méthodes

Examinez les méthodes sélectionnées côte à côte ; les lignes qui diffèrent sont mises en évidence.

Séries chronologiques interrompues spatiales×Séries chronologiques interrompues avec données de panel×
DomaineInférence causaleInférence causale
FamilleRegression modelRegression model
Année d'origine1990s–2000s2000s–2010s
Auteur d'origineExtension of McDowall et al. (1980) ITS framework; spatial adaptations developed in epidemiology and geography through the 1990s–2000sShadish, Cook & Campbell (design framework); Bernal, Cummins & Gasparrini (epidemiological tutorial)
TypeQuasi-experimental causal inference with spatial adjustmentQuasi-experimental causal inference
Source fondatriceMcDowall, D., McCleary, R., Meidinger, E. E., & Hay, R. A. (1980). Interrupted Time Series Analysis. Sage Publications. ISBN: 978-0803913950Lopez 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 ↗
AliasSpatial ITS, Geospatial ITS, Spatially-adjusted ITS, SITSpanel ITS, multi-unit ITS, panel ITSA, controlled interrupted time series
Apparentées65
RésuméSpatial 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.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.
ScholarGateJeu de données
  1. v1
  2. 2 Sources
  3. PUBLISHED
  1. v1
  2. 2 Sources
  3. PUBLISHED

Aller à la recherche Télécharger les diapositives

ScholarGateComparer des méthodes: Spatial Interrupted Time Series · Panel Data Interrupted Time Series. Consulté le 2026-06-18 sur https://scholargate.app/fr/compare