Longitudinal Modeling of Developmental Changes in Psychological Research

被引:314
作者
Ferrer, Emilio [1 ]
McArdle, John J. [2 ]
机构
[1] Univ Calif Davis, Dept Psychol, Davis, CA 95616 USA
[2] Univ So Calif, Los Angeles, CA 90089 USA
基金
美国国家科学基金会;
关键词
longitudinal modeling; dynamical systems; developmental processes; multivariate analysis; GROWTH CURVE MODELS; STRUCTURAL DYNAMICS; AGE; HYPOTHESES; DEPRESSION; CHILDHOOD; SPEED; POWER; OLD;
D O I
10.1177/0963721410370300
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
In this article we provide a review of recent advances in longitudinal models for multivariate change. We first claim the need for dynamic modeling approaches as a way to evaluate psychological theories. We then describe one such approach, latent change score (LCS) models, and illustrate their utility with a summary of research findings in various areas of psychological science. We then highlight the most prominent features of LCS models. We conclude the article with suggestions for future research on multivariate models of change that can enhance our understanding of psychological science.
引用
收藏
页码:149 / 154
页数:6
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