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Просторовий аналіз перерваних часових рядів×Просторовий дизайн регресійного розриву (Spatial RDD)×
ГалузьПричинно-наслідковий висновокПричинно-наслідковий висновок
РодинаRegression modelRegression model
Рік появи1990s–2000s2010s
Автор методуExtension of McDowall et al. (1980) ITS framework; spatial adaptations developed in epidemiology and geography through the 1990s–2000sPopularized by Dell (2010); formalized for geographic boundaries by Keele & Titiunik (2015)
ТипQuasi-experimental causal inference with spatial adjustmentQuasi-experimental causal inference
Основоположне джерелоMcDowall, D., McCleary, R., Meidinger, E. E., & Hay, R. A. (1980). Interrupted Time Series Analysis. Sage Publications. ISBN: 978-0803913950Dell, M. (2010). The Persistent Effects of Peru's Mining Mita. Econometrica, 78(6), 1863-1903. DOI ↗
Інші назвиSpatial ITS, Geospatial ITS, Spatially-adjusted ITS, SITSSpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity Design
Пов'язані64
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.Spatial Regression Discontinuity Design uses a geographic or administrative boundary as the threshold that assigns units to treatment. Observations just inside one side of the boundary are compared with those just outside it, exploiting the near-random variation in treatment status near the cutoff to recover a local causal effect. The approach is widely used in economics, political science, and public health when policies or institutions change sharply at a border.
ScholarGateНабір даних
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  3. PUBLISHED
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ScholarGateПорівняння методів: Spatial Interrupted Time Series · Spatial Regression Discontinuity Design. Отримано 2026-06-18 з https://scholargate.app/uk/compare