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패널 기반 관찰 양적 연구×이중차분법 (Diff-in-Diff)×
분야연구설계계량경제학
계열Process / pipelineRegression model
기원 연도1960s–1980s (formalized in econometrics); widely adopted in social sciences by 1990s1994
창시자Established through econometrics literature; foundational contributions by Cheng Hsiao, Zvi Griliches, and Marc NerloveCard & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment)
유형Quantitative observational longitudinal designCausal inference / panel regression
원전Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355
별칭panel observational study, longitudinal observational panel design, panel survey research, repeated-measures observational designdiff-in-diff, DiD, Farkların Farkı (Diff-in-Diff)
관련45
요약Panel-based observational quantitative research follows the same individuals, organizations, or units across two or more time points without experimentally manipulating any condition. By combining the within-unit depth of longitudinal tracking with the numerical precision of quantitative measurement, it enables researchers to study change over time, detect lagged effects, and control for stable unobserved characteristics — all while maintaining the ethical simplicity of pure observation.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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ScholarGate방법 비교: Panel-based Observational Quantitative Research · Difference-in-Differences. 2026-06-15에 다음에서 검색함: https://scholargate.app/ko/compare