Comparing within-person effects from multivariate longitudinal models.

Comparing within-person effects from multivariate longitudinal models.
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DOI:
10.1037/dev0000215
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发表时间:
2016-12
影响因子:
4
通讯作者:
Howard, Andrea L.
Howard, Andrea L.
中科院分区:
心理学2区
文献类型:
--
作者:
Bainter, Sierra A.;Howard, Andrea L.

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几个多元模型被激发来回答类似的发展问题,这些问题涉及两个或多个结构之间随着时间的推移对人(个体)的影响,然而每个模型所测试的人的影响是不同的。在本文中,我们澄清了可以从每个模型中做出的人内推断的类型。鉴于之前的研究主要集中在检测人内效应是否存在于发展过程中,目前的工作可以用来理解这些关系的本质。我们用一个调查母子亲密和母子冲突同时发展的例子来比较每种建模方法。我们的研究结果表明,根据使用的模型不同,可能会得出关于发育过程的根本不同的结论,我们展示了一个框架,可以解释看似矛盾的发现。
Several multivariate models are motivated to answer similar developmental questions regarding within-person (intraindividual) effects between two or more constructs over time, yet the within-person effects tested by each model are distinct. In this paper, we 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. We compare each modeling approach using an example investigating the concurrent development of mother-child closeness and mother-child conflict. Our findings demonstrate that fundamentally different conclusions about developmental processes may be reached depending on which model is used, and we demonstrate a framework for making sense of seemingly contradictory findings.
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