ScholarGate
Asistent

Usporedite metode

Pregledajte odabrane metode jednu uz drugu; retci koji se razlikuju su istaknuti.

Prostorna analiza osjetljivosti za uzročnost×Metoda instrumentalnih varijabli (IV) za kauzalno zaključivanje×
PodručjeUzročno zaključivanjeZdravstvena ekonomija
ObiteljRegression modelProcess / pipeline
Godina nastanka1988–2021 (developed progressively)1990s (modern applications)
TvoracAnselin (1988) for spatial diagnostics; Reich et al. (2021) for spatial causal frameworksAngrist & Pischke (applied econometrics); rooted in econometric theory
VrstaSensitivity / robustness analysisMethod
Temeljni izvorAnselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic Publishers, Dordrecht. ISBN: 978-9024737322Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
Drugi nazivispatial causal sensitivity, spatial robustness checks, SSAC, spatial confounding sensitivityIV, two-stage least squares, TSLS, causal estimation
Srodne63
SažetakSpatial sensitivity analysis for causality systematically tests whether a causal estimate derived from georeferenced data holds up as spatial structure, spillovers, and the choice of spatial weights matrix are varied. Because nearby units often share unmeasured confounders — soil quality, local infrastructure, neighbourhood norms — a naive regression may yield biased causal estimates. This method reveals how fragile or robust a claimed causal effect is to alternative spatial specifications.Instrumental variables (IV) is an econometric method to estimate causal effects when treatment or exposure is not randomly assigned and confounding is severe or unmeasured. IV relies on a third variable (instrument) that influences treatment but does not directly affect the outcome, allowing researchers to isolate the causal effect from the noise of confounding. Developed extensively in econometrics (Angrist & Pischke, 1990s–2000s), IV methods are increasingly used in health economics and health services research to leverage natural experiments and policy changes.
ScholarGateSkup podataka
  1. v1
  2. 2 Izvori
  3. PUBLISHED
  1. v1
  2. 3 Izvori
  3. PUBLISHED

Idi na pretraživanje Preuzmi prezentaciju

ScholarGateUsporedite metode: Spatial Sensitivity Analysis for Causality · Instrumental Variables in Health Research. Preuzeto 2026-06-17 s https://scholargate.app/hr/compare