Suppr超能文献

个体内变异性问题:多个时间尺度上的平衡和动态个体差异。

Issues in intraindividual variability: individual differences in equilibria and dynamics over multiple time scales.

机构信息

Department of Psychology, University of Virginia, Charlottesville, VA 22903, USA.

出版信息

Psychol Aging. 2009 Dec;24(4):858-62. doi: 10.1037/a0017912.

Abstract

This article addresses three issues germane to experimental design and statistical analysis of intraindividual variability such as the articles contained within this special section. First, the time scale of the measurement of a process can have profound effects on the outcome of analyses of the resulting time series. Measurement in time poses special problems in the design of experiments: the time scale of the measurements must be appropriate for the time scale of the process. Second, deterministic and stochastic models should be fit at the individual level and only at a second level should individual differences in parameters be modeled. Third, one must consider the possibility that nomothetic relations may be exposed by the invariance of covariance between latent variables rather than within a factor analytic measurement model.

摘要

本文主要讨论了三个与个体内变异性的实验设计和统计分析相关的问题,例如本特刊中的文章。首先,过程测量的时间尺度会对时间序列分析结果产生深远影响。在实验设计中,测量的时间尺度必须与过程的时间尺度相适应。其次,确定性和随机性模型应在个体水平上进行拟合,并且只有在第二级水平上才应对参数的个体差异进行建模。第三,必须考虑到这样一种可能性,即共变量的不变性可能会揭示出同型关系,而不是在因子分析测量模型内。

相似文献

3
Intraindividual variability, change, and aging: conceptual and analytical issues.
Gerontology. 2004 Jan-Feb;50(1):7-11. doi: 10.1159/000074382.
4
Modeling Intraindividual Dynamics Using Stochastic Differential Equations: Age Differences in Affect Regulation.
J Gerontol B Psychol Sci Soc Sci. 2017 Dec 15;73(1):171-184. doi: 10.1093/geronb/gbx013.
6
Testing measurement invariance in longitudinal data with ordered-categorical measures.
Psychol Methods. 2017 Sep;22(3):486-506. doi: 10.1037/met0000075. Epub 2016 May 23.
8
Methodological and theoretical implications of intraindividual variability in perceptual-motor performance.
J Gerontol B Psychol Sci Soc Sci. 2004 Mar;59(2):P49-55. doi: 10.1093/geronb/59.2.p49.
9
Representing time-varying cyclic dynamics using multiple-subject state-space models.
Br J Math Stat Psychol. 2009 Nov;62(Pt 3):683-716. doi: 10.1348/000711008X384080. Epub 2009 Feb 5.
10
The impact of physical activity and sex differences on intraindividual variability in inhibitory performance in older adults.
Neuropsychol Dev Cogn B Aging Neuropsychol Cogn. 2019 Jan;26(1):1-23. doi: 10.1080/13825585.2017.1372357. Epub 2017 Sep 4.

引用本文的文献

1
Increased intra-subject variability in reward behavior relates to symptom severity in schizophrenia.
Schizophrenia (Heidelb). 2025 Aug 5;11(1):108. doi: 10.1038/s41537-025-00645-7.
3
Modeling the dynamics of addiction relapse via the double-well potential system.
J Psychopathol Clin Sci. 2025 Jan;134(1):69-80. doi: 10.1037/abn0000960. Epub 2024 Nov 14.
4
Momentary Dynamics Implicate Emotional Features in the ADHD Phenotype.
Res Child Adolesc Psychopathol. 2024 Sep;52(9):1343-1356. doi: 10.1007/s10802-024-01206-9. Epub 2024 May 21.
5
A Subtype Perspective on Cognitive Trajectories in Healthy Aging.
Brain Sci. 2024 Apr 1;14(4):351. doi: 10.3390/brainsci14040351.
7
Separating Long-Term Equilibrium Adaptation from Short-Term Self-Regulation Dynamics Using Latent Differential Equations.
Multivariate Behav Res. 2024 Nov-Dec;59(6):1177-1187. doi: 10.1080/00273171.2023.2228302. Epub 2023 Aug 25.

本文引用的文献

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验