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Chuỗi thời gian bị gián đoạn không gian×Thiết kế Gián đoạn Hồi quy Không gian (Spatial RDD)×
Lĩnh vựcSuy luận nhân quảSuy luận nhân quả
HọRegression modelRegression model
Năm ra đời1990s–2000s2010s
Người khởi xướngExtension 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)
LoạiQuasi-experimental causal inference with spatial adjustmentQuasi-experimental causal inference
Công trình gốcMcDowall, 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 ↗
Tên gọi khácSpatial ITS, Geospatial ITS, Spatially-adjusted ITS, SITSSpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity Design
Liên quan64
Tóm tắtSpatial 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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ScholarGateSo sánh phương pháp: Spatial Interrupted Time Series · Spatial Regression Discontinuity Design. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare