潜在增长模型
结构方程建模
结果(博弈论)
增长曲线(统计)
潜变量
心理学
调解人
过程(计算)
增长模型
潜变量模型
计量经济学
发展心理学
统计
计算机科学
数学
医学
内科学
数理经济学
操作系统
作者
JeeWon Cheong,David P. MacKinnon,Siek Toon Khoo
标识
DOI:10.1207/s15328007sem1002_5
摘要
This study investigated a method to evaluate mediational processes using latent growth curve modeling. The mediator and the outcome measured across multiple time points were viewed as 2 separate parallel processes. The mediational process was defined as the independent variable influencing the growth of the mediator, which, in turn, affected the growth of the outcome. To illustrate modeling procedures, empirical data from a longitudinal drug prevention program, Adolescents Training and Learning to Avoid Steroids, were used. The program effects on the growth of the mediator and the growth of the outcome were examined first in a 2-group structural equation model. The mediational process was then modeled and tested in a parallel process latent growth curve model by relating the prevention program condition, the growth rate factor of the mediator, and the growth rate factor of the outcome.
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