Сравнение методов
Просматривайте выбранные методы рядом; строки с различиями подсвечены.
| Разность разностей (Difference-in-Differences, DiD)× | Полевой эксперимент× | |
|---|---|---|
| Область≠ | Эконометрика | Планирование эксперимента |
| Семейство≠ | Regression model | Process / pipeline |
| Год появления≠ | 1994 | 1920s–1930s (agriculture); 1990s–2000s (social sciences) |
| Автор метода≠ | Card & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment) | Formalized by R. A. Fisher (1935); systematized in social sciences by Harrison & List (2004) |
| Тип≠ | Causal inference / panel regression | Experimental design |
| Основополагающий источник≠ | Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355 | Harrison, G. W., & List, J. A. (2004). Field experiments. Journal of Economic Literature, 42(4), 1009–1055. DOI ↗ |
| Другие названия≠ | diff-in-diff, DiD, Farkların Farkı (Diff-in-Diff) | field trial, natural field experiment, randomized field experiment, field RCT |
| Связанные | 5 | 5 |
| Сводка≠ | 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. | A field experiment applies the logic of a randomized controlled trial in a naturally occurring, real-world environment rather than an artificial laboratory. Participants are randomly assigned to treatment and control conditions while going about everyday activities, allowing researchers to estimate causal effects with high internal validity while preserving a level of ecological realism that laboratory settings cannot offer. The design is especially prominent in economics, public health, political science, and development research. |
| ScholarGateНабор данных ↗ |
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