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个体内变异性指标的可靠性研究。

Investigating Reliabilities of Intraindividual Variability Indicators.

作者信息

Wang Lijuan Peggy, Grimm Kevin J

机构信息

a University of Notre Dame.

b University of California , Davis.

出版信息

Multivariate Behav Res. 2012 Sep;47(5):771-802. doi: 10.1080/00273171.2012.715842.

Abstract

Reliabilities of the two most widely used intraindividual variability indicators, ISD (2) and ISD, are derived analytically. Both are functions of the sizes of the first and second moments of true intraindividual variability, the size of the measurement error variance, and the number of assessments within a burst. For comparison, the reliability of the intraindividual mean, [Formula: see text], is also derived. Simulations are conducted to confirm accuracy of the derived functions. The influences of different factors on the reliabilities of these indicators are also studied. Results show that the reliabilities of ISD (2) and ISD are lower than the reliability of [Formula: see text] in all studied conditions and the reliability of ISD is lower than that of ISD (2) in most studied conditions. The derived functions are applied to calculate the reliabilities of intraindividual variability indicators of negative affect measured over 56 days and perceptual-motor performance measured over five assessments. Implications for measurement-burst study designs are discussed.

摘要

通过分析得出了两种使用最为广泛的个体内变异性指标——ISD(2)和ISD的可靠性。它们都是真实个体内变异性的一阶矩和二阶矩大小、测量误差方差大小以及一次测量周期内评估次数的函数。为作比较,还得出了个体内均值[公式:见正文]的可靠性。进行了模拟以确认所推导函数的准确性。还研究了不同因素对这些指标可靠性的影响。结果表明,在所有研究条件下,ISD(2)和ISD的可靠性均低于[公式:见正文]的可靠性,且在大多数研究条件下,ISD的可靠性低于ISD(2)的可靠性。所推导的函数被应用于计算在56天内测量的消极情绪个体内变异性指标以及在五次评估中测量的感知运动表现的可靠性。讨论了对测量周期研究设计的启示。

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