ScholarGate
المساعد

قارن الطرق

راجع الطرق التي اخترتها جنبًا إلى جنب؛ الصفوف المختلفة مميَّزة.

الفرق في الفروق (Diff-in-Diff)×طريقة المتغيرات الآلية (IV) للاستدلال السببي×
المجالالاقتصاد القياسياقتصاديات الصحة
العائلةRegression modelProcess / pipeline
سنة النشأة19941990s (modern applications)
صاحب الطريقةCard & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment)Angrist & Pischke (applied econometrics); rooted in econometric theory
النوعCausal inference / panel regressionMethod
المصدر التأسيسيAngrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
الأسماء البديلةdiff-in-diff, DiD, Farkların Farkı (Diff-in-Diff)IV, two-stage least squares, TSLS, causal estimation
ذات صلة53
الملخصDifference-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.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.
ScholarGateمجموعة البيانات
  1. v1
  2. 2 المصادر
  3. PUBLISHED
  1. v1
  2. 3 المصادر
  3. PUBLISHED

انتقل إلى البحث تنزيل الشرائح

ScholarGateقارن الطرق: Difference-in-Differences · Instrumental Variables in Health Research. استُرجع بتاريخ 2026-06-15 من https://scholargate.app/ar/compare