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Phương pháp Sai phân kép (Difference-in-Differences - DiD)×Thực nghiệm thực địa×
Lĩnh vựcKinh tế lượngThiết kế thí nghiệm
HọRegression modelProcess / pipeline
Năm ra đời19941920s–1930s (agriculture); 1990s–2000s (social sciences)
Người khởi xướngCard & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment)Formalized by R. A. Fisher (1935); systematized in social sciences by Harrison & List (2004)
LoạiCausal inference / panel regressionExperimental design
Công trình gốcAngrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355Harrison, G. W., & List, J. A. (2004). Field experiments. Journal of Economic Literature, 42(4), 1009–1055. DOI ↗
Tên gọi khácdiff-in-diff, DiD, Farkların Farkı (Diff-in-Diff)field trial, natural field experiment, randomized field experiment, field RCT
Liên quan55
Tóm tắtDifference-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.
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ScholarGateSo sánh phương pháp: Difference-in-Differences · Field Experiment. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare