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教育研究におけるイベントスタディデザイン×中断時系列分析(Interrupted Time Series, ITS)×
分野因果推論因果推論
系統Regression modelRegression model
提唱年1993 (general); 2000s–2010s (education applications)2002
提唱者Jacobson, LaLonde & Sullivan (1993); popularized in education by Lafortune, Rothstein & Schanzenbach (2018) and subsequent education-policy literatureWagner, Soumerai, Zhang & Ross-Degnan (segmented regression); Bernal, Cummins & Gasparrini (tutorial)
種類Quasi-experimental / causal inferenceQuasi-experimental segmented regression
原典Jacobson, L. S., LaLonde, R. J., & Sullivan, D. G. (1993). Earnings Losses of Displaced Workers. American Economic Review, 83(4), 685-709. link ↗Bernal, J. L., Cummins, S., & Gasparrini, A. (2017). Interrupted time series regression for the evaluation of public health interventions: a tutorial. International Journal of Epidemiology, 46(1), 348-355. DOI ↗
別名event study, education event study, policy event study, dynamic difference-in-differencesITS analysis, segmented regression of time series, Kesintili Zaman Serisi (ITS) Analizi
関連55
概要An event study design tracks how educational outcomes evolve before and after a clearly defined event — such as a school finance reform, accountability policy, or curriculum change — for affected and unaffected units. By estimating period-by-period treatment effects relative to a baseline period, it delivers both a causal estimate of the policy's impact and a transparent test of the parallel-trends assumption underpinning difference-in-differences.Interrupted Time Series analysis is a quasi-experimental design that estimates the effect of a single, well-dated intervention by comparing the trajectory of an outcome before and after it occurs. Formalised as segmented regression by Wagner and colleagues (2002) and popularised as a public-health evaluation tutorial by Bernal, Cummins and Gasparrini (2017), it separates the intervention's impact into a change in level and a change in slope.
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ScholarGate手法を比較: Event Study Design in Education Research · Interrupted Time Series. 2026-06-19に以下より取得 https://scholargate.app/ja/compare