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Educational Growth Curve Modeling×잠재 성장 곡선 모형 (Latent Growth Curve Model, LGC)×
분야Education통계학
계열Regression modelLatent structure
기원 연도19871990
창시자Anthony Bryk & Stephen Raudenbush; Judith Singer & John WillettMeredith & Tisak
유형Longitudinal multilevel model of individual changeLatent variable / longitudinal growth model
원전Singer, J. D., & Willett, J. B. (2003). Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence. Oxford University Press. ISBN: 9780195152968Meredith, W. & Tisak, J. (1990). Latent Curve Analysis. Psychometrika, 55(1), 107–122. DOI ↗
별칭Latent Growth Curve Modeling in Education, Multilevel Growth Models for Achievement, Individual Growth Trajectory Analysis, Learning Trajectory Modelinglatent growth model, LGC, growth curve model, Gizil Büyüme Eğrisi Modeli
관련45
요약Educational growth curve modeling is a longitudinal multilevel technique for describing and explaining how individual students change over time on an outcome such as reading or mathematics achievement. Building on the hierarchical linear models framework formalized by Bryk and Raudenbush (1987) and the applied longitudinal treatment of Singer and Willett (2003), it fits each student a personal trajectory — an intercept and one or more slopes — and then models how those personal growth parameters vary across students and relate to learner characteristics, classrooms, and schools.The latent growth curve model is a structural equation modelling approach introduced by Meredith and Tisak (1990) for analysing change over time. It treats each individual's starting point (intercept) and rate of change (slope) as latent variables, simultaneously estimating the average trajectory across the sample and the extent to which individuals differ in their own trajectories.
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