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预设路径模型及其在认知心理学研究中的应用

任学柱 王腾飞 Karl Schweizer

心理科学进展2017,Vol.25Issue(10):1675-1681,7.
心理科学进展2017,Vol.25Issue(10):1675-1681,7.

预设路径模型及其在认知心理学研究中的应用

Fixed-links modeling and its application in cognitive psychology research

任学柱 1王腾飞 2Karl Schweizer3

作者信息

  • 1. 华中科技大学教育科学研究院,武汉430074
  • 2. 浙江大学心理与行为科学系,杭州310028
  • 3. Department of Psychology, Goethe University Frankfurt, Frankfurt a.M.60323
  • 折叠

摘要

Abstract

Fixed-links modeling (FLM) is theory-guided statistical modeling for the purpose of analyzing experimental data in the framework of structural equation modeling (SEM).The main characteristic of a fixed-links model is that the loadings of the manifest variables on the latent ones are pre-fixed according to theory-based expectations.The fixation of loadings enables the decomposition of variances and covariances originating from experimental data into several parts each representing a unique source of variances.The loadings are frequently constrained according to functions that reflect the relationship between treatment levels and underlying cognitive processes.FLM has been widely used in representing processes underlying working memory,attention,and learning.It also plays an important part in investigating the relationships among these abilities and their sources.

关键词

预设路径模型/实验操控/因素载荷设定/认知过程

Key words

fixed-links modeling/experimental manipulation/loading setting/cognitive process

分类

社会科学

引用本文复制引用

任学柱,王腾飞,Karl Schweizer..预设路径模型及其在认知心理学研究中的应用[J].心理科学进展,2017,25(10):1675-1681,7.

基金项目

全国教育科学规划项目(CBA150153). (CBA150153)

心理科学进展

OA北大核心CHSSCDCSCDCSSCICSTPCD

1671-3710

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