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Razlika u razlikama u istraživanju obrazovanja×Metod instrumentalnih promenljivih (IV) za kauzalno zaključivanje×
OblastKauzalno zaključivanjeEkonomija zdravstva
PorodicaRegression modelProcess / pipeline
Godina nastanka1990s–2000s1990s (modern applications)
TvoracDynarski, Card, Angrist, and colleagues — applied in education economics from the 1990s onwardAngrist & Pischke (applied econometrics); rooted in econometric theory
TipQuasi-experimental causal inferenceMethod
Temeljni izvorDynarski, S. M. (2003). Does Aid Matter? Measuring the Effect of Student Aid on College Attendance and Completion. American Economic Review, 93(1), 279-288. DOI ↗Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
Drugi naziviDiD in education, education DiD, quasi-experimental education design, education policy DiDIV, two-stage least squares, TSLS, causal estimation
Srodne53
SažetakDifference-in-Differences (DiD) in education research applies the classic quasi-experimental DiD estimator to evaluate education policies, programs, and reforms. Researchers compare changes in student, school, or district outcomes between a group exposed to an intervention and a comparable unexposed group across pre- and post-intervention periods, isolating policy effects from background trends.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.
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ScholarGateUporedite metode: Difference-in-Differences in Education Research · Instrumental Variables in Health Research. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare