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比较多变量纵向模型中的个体内效应。

Comparing within-person effects from multivariate longitudinal models.

作者信息

Bainter Sierra A, Howard Andrea L

机构信息

Department of Psychology, University of Miami.

Department of Psychology, Carleton University.

出版信息

Dev Psychol. 2016 Dec;52(12):1955-1968. doi: 10.1037/dev0000215. Epub 2016 Oct 20.

Abstract

Several multivariate models are motivated to answer similar developmental questions regarding within-person (intraindividual) effects between 2 or more constructs over time, yet the within-person effects tested by each model are distinct. In this article, the authors clarify the types of within-person inferences that can be made from each model. Whereas previous research has focused on detecting whether within-person effects exist over development, the present work can be used to understand the nature of these relationships. The authors compare each modeling approach using an example investigating the concurrent development of mother-child closeness and mother-child conflict. The findings demonstrate that fundamentally different conclusions about developmental processes may be reached depending on which model is used, and a framework is demonstrated for making sense of seemingly contradictory findings. (PsycINFO Database Record

摘要

有几个多变量模型旨在回答关于两个或多个构念随时间的个体内部效应的类似发展问题,然而每个模型所检验的个体内部效应是不同的。在本文中,作者阐明了可以从每个模型得出的个体内部推断的类型。以往的研究侧重于检测个体内部效应在发展过程中是否存在,而目前的工作可用于理解这些关系的本质。作者通过一个调查母婴亲密关系和母婴冲突同时发展的例子比较了每种建模方法。研究结果表明,根据使用的模型不同,可能会得出关于发展过程的根本不同的结论,并且展示了一个框架来理解看似矛盾的研究结果。(《心理学文摘数据库记录》)

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