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使用多水平因素分析和积极与消极情绪量表每日日记数据对特质和状态变异进行建模。

Modeling trait and state variation using multilevel factor analysis with PANAS daily diary data.

作者信息

Merz Erin L, Roesch Scott C

机构信息

SDSU/UCSD Joint Doctoral Program in Clinical Psychology, 6363 Alvarado Court, Suite 103, San Diego, CA 92120-4913.

出版信息

J Res Pers. 2011 Feb 1;45(1):2-9. doi: 10.1016/j.jrp.2010.11.003.

DOI:10.1016/j.jrp.2010.11.003
PMID:21516166
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3079913/
Abstract

This study used daily diary data to model trait and state Positive Affect (PA) and Negative Affect (NA) using the Positive and Negative Affect Schedule (PANAS; Watson, Clark, & Tellegen, 1988). Data were collected from 364 college students over five days. Intraclass correlation coefficients suggested approximately equal amounts of variability at the trait and state levels. Multilevel factor analysis revealed that the model specifying two correlated factors (PA, NA) and correlated uniqueness terms among redundant items provided the best fit. Trait and state PA and NA were generally associated with stress, anxiety, depression, and three types of self-esteem (performance, academic, social). The coefficients describing these relationships differed somewhat, suggesting that trait and state measurement may have different predictive utility.

摘要

本研究使用每日日记数据,采用积极和消极情绪量表(PANAS;Watson、Clark和Tellegen,1988)对特质性和状态性积极情绪(PA)及消极情绪(NA)进行建模。数据是在五天时间里从364名大学生中收集的。组内相关系数表明,特质水平和状态水平的变异性大致相等。多水平因素分析显示,指定两个相关因素(PA、NA)以及冗余项目间相关独特项的模型拟合度最佳。特质性和状态性PA及NA通常与压力、焦虑、抑郁以及三种自尊类型(表现、学业、社交)相关。描述这些关系的系数略有不同,这表明特质测量和状态测量可能具有不同的预测效用。

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