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Interrupted Time Series Spasial×Desain Diskontinuitas Regresi Spasial (Spatial RDD)×
BidangInferensi KausalInferensi Kausal
KeluargaRegression modelRegression model
Tahun asal1990s–2000s2010s
PencetusExtension 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)
TipeQuasi-experimental causal inference with spatial adjustmentQuasi-experimental causal inference
Sumber perintisMcDowall, 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 ↗
AliasSpatial ITS, Geospatial ITS, Spatially-adjusted ITS, SITSSpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity Design
Terkait64
RingkasanSpatial 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.
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ScholarGateBandingkan metode: Spatial Interrupted Time Series · Spatial Regression Discontinuity Design. Diakses 2026-06-18 dari https://scholargate.app/id/compare