مقایسهٔ روشها
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| ارزیابی اثرات سیاستها با استفاده از ارزیابی اثرات تقابلی (CIE)× | ارزیابی پیامدهای پادواقعی (CIE)× | |
|---|---|---|
| حوزه | استنتاج علّی | استنتاج علّی |
| خانواده | Regression model | Regression model |
| سال پیدایش≠ | 1974 (Rubin potential outcomes); 2010s (EU policy CIE formalisation) | 1970s–2000s |
| پدیدآور≠ | Rubin (potential outcomes framework); European Commission DG Research formalised policy CIE guidelines | Heckman, Imbens, Rubin, and the program evaluation literature |
| نوع≠ | Quasi-experimental causal evaluation | Causal inference / program evaluation |
| منبع بنیادین≠ | Imbens, G. W., & Rubin, D. B. (2015). Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction. Cambridge University Press. ISBN: 978-0521885881 | Heckman, J. J., & Vytlacil, E. J. (2007). Econometric evaluation of social programs, Part I: Causal models, structural models and econometric policy evaluation. Handbook of Econometrics, 6B, 4779-4874. DOI ↗ |
| نامهای دیگر | CIE, policy CIE, counterfactual policy evaluation, impact evaluation | CIE, counterfactual evaluation, counterfactual policy evaluation, impact evaluation |
| مرتبط | 5 | 5 |
| خلاصه≠ | Counterfactual Impact Evaluation (CIE) for policy assessment estimates the causal effect of a public policy or programme by comparing observed outcomes of participants against a rigorously constructed counterfactual — what would have happened had the policy not existed. Rooted in the Rubin potential-outcomes framework, CIE is the standard methodology endorsed by the European Commission for evaluating research, innovation, and structural funding programmes. | Counterfactual Impact Evaluation is a family of causal methods that estimates the effect of an intervention by comparing what actually happened to participants with what would have happened had the intervention not taken place. Formalised in the Rubin Causal Model and extended by Heckman, Imbens and others, CIE underlies most modern program and policy evaluation practice. |
| ScholarGateمجموعهداده ↗ |
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