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Pilotni prirodni eksperiment×Razlika u razlikama (Diff-in-Diff)×
OblastEksperimentalni dizajnEkonometrija
PorodicaProcess / pipelineRegression model
Godina nastanka2000s–2010s (as formalized practice)1994
TvoracCombination of natural experiment tradition (Dunning, Angrist, Pischke) and pilot study methodologyCard & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment)
TipQuasi-experimental feasibility designCausal inference / panel regression
Temeljni izvorDunning, T. (2012). Natural Experiments in the Social Sciences: A Design-Based Approach. Cambridge University Press. ISBN: 9781107017412Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355
Drugi nazivifeasibility natural experiment, preliminary natural experiment, pilot quasi-experiment, exploratory natural experimentdiff-in-diff, DiD, Farkların Farkı (Diff-in-Diff)
Srodne45
SažetakA pilot natural experiment is a small-scale preliminary study that exploits an existing exogenous event or policy variation to test whether a full natural experiment is viable. It preserves the core logic of natural experiments — using real-world discontinuities to approximate causal inference — while explicitly scoping the work to assess data availability, group comparability, effect detectability, and procedural feasibility before committing resources to a larger study.Difference-in-Differences is a causal-inference method that estimates the effect of an intervention by comparing how a treatment group and a control group change over time. Made famous by Card and Krueger's 1994 minimum-wage study and developed in Angrist and Pischke's Mostly Harmless Econometrics, it isolates the treatment effect as the difference between the two groups' before-after changes.
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ScholarGateUporedite metode: Pilot Natural Experiment · Difference-in-Differences. Preuzeto 2026-06-17 sa https://scholargate.app/sr/compare