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迈向个体间与个体内结构研究的统一框架:搭建两种研究范式之间的桥梁

Toward a Unified Framework for the Study of Between-Person and Within-Person Structures: Building a Bridge Between Two Research Paradigms.

作者信息

Voelkle Manuel C, Brose Annette, Schmiedek Florian, Lindenberger Ulman

机构信息

a Max Planck Institute for Human Development , Berlin , Germany.

b German Institute for International Educational Research (DIPF) , Frankfurt am Main , Germany.

出版信息

Multivariate Behav Res. 2014 May-Jun;49(3):193-213. doi: 10.1080/00273171.2014.889593.

Abstract

The vast majority of empirical research in the behavioral sciences is based on the analysis of between-person variation. In contrast, much of applied psychology is concerned with the analysis of variation within individuals. Furthermore, the mechanisms specified by psychological theories generally operate within, rather than across, individuals. This disconnect between research practice, applied demands, and psychological theories constitutes a major threat to the conceptual integrity of the field. Following groundbreaking earlier work, we propose a conceptual framework that distinguishes within-person (WP) and between-person (BP) sources of variation in psychological constructs. By simultaneously considering both sources of variation, it is shown how to identify possible reasons for nonequivalence of BP and WP structures as well as establishing areas of convergence. For this purpose, we first introduce the concept of conditional equivalence as a way to study partial structural equivalence of BP and WP structures in the presence of unconditional nonequivalence. Second, we demonstrate the construction of likelihood planes to explore the causes of structural nonequivalence. Third, we examine 4 common causes for unconditional nonequivalence-autoregression, subgroup differences, linear trends, and cyclic trends-and demonstrate how to account for them. Fourth, we provide an empirical example on BP and WP differences in attentiveness.

摘要

行为科学中的绝大多数实证研究都是基于对个体间差异的分析。相比之下,应用心理学的许多内容都关注个体内部差异的分析。此外,心理学理论所阐述的机制通常在个体内部而非个体之间起作用。研究实践、应用需求和心理学理论之间的这种脱节对该领域的概念完整性构成了重大威胁。继早期开创性工作之后,我们提出了一个概念框架,该框架区分了心理构念中个体内部(WP)和个体间(BP)的差异来源。通过同时考虑这两种差异来源,展示了如何识别BP和WP结构不等价的可能原因以及确定趋同领域。为此,我们首先引入条件等价的概念,作为在存在无条件不等价的情况下研究BP和WP结构部分结构等价性的一种方法。其次,我们展示了似然平面的构建,以探索结构不等价的原因。第三,我们研究了无条件不等价的4个常见原因——自回归、亚组差异、线性趋势和循环趋势,并展示了如何对其进行解释。第四,我们提供了一个关于注意力方面BP和WP差异的实证例子。

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