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本文引用的文献

1
More than the sum of its parts: Merging network psychometrics and network neuroscience with application in autism.大于其各部分之和:融合网络心理测量学与网络神经科学及其在自闭症中的应用
Netw Neurosci. 2022 Jun 1;6(2):445-466. doi: 10.1162/netn_a_00222. eCollection 2022 Jun.
2
Guest Editors' Introduction to The Special Issue "Network Psychometrics in Action": Methodological Innovations Inspired by Empirical Problems.客座编辑对“网络心理测量学的实际应用”特刊的介绍:受实证问题启发的方法创新
Psychometrika. 2022 Mar;87(1):1-11. doi: 10.1007/s11336-022-09861-x. Epub 2022 Apr 9.
3
Objective Bayesian Edge Screening and Structure Selection for Ising Networks.基于贝叶斯边缘筛选和结构选择的伊辛网络。
Psychometrika. 2022 Mar;87(1):47-82. doi: 10.1007/s11336-022-09848-8. Epub 2022 Feb 22.
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Using language in social media posts to study the network dynamics of depression longitudinally.使用社交媒体帖子中的语言来纵向研究抑郁症的网络动态。
Nat Commun. 2022 Feb 15;13(1):870. doi: 10.1038/s41467-022-28513-3.
5
Which estimation method to choose in network psychometrics? Deriving guidelines for applied researchers.在网络心理测量学中应选择哪种估计方法?为应用研究人员制定指导方针。
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Intervening on psychopathology networks: Evaluating intervention targets through simulations.干预精神病理学网络:通过模拟评估干预靶点。
Methods. 2022 Aug;204:29-37. doi: 10.1016/j.ymeth.2021.11.006. Epub 2021 Nov 16.
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Modeling psychopathology: From data models to formal theories.建模精神病理学:从数据模型到形式理论。
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网络心理计量学的可能未来。

Possible Futures for Network Psychometrics.

机构信息

Department of Psychology, University of Amsterdam, Nieuwe Achtergracht 129-B, 1018 WT, Amsterdam, The Netherlands.

出版信息

Psychometrika. 2022 Mar;87(1):253-265. doi: 10.1007/s11336-022-09851-z. Epub 2022 Mar 25.

DOI:10.1007/s11336-022-09851-z
PMID:35334037
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9021084/
Abstract

This commentary reflects on the articles included in the Psychometrika Special Issue on Network Psychometrics in Action. The contributions to the special issue are related to several possible future paths for research in this area. These include the development of models to analyze and represent interventions, improvement in exploratory and inferential techniques in network psychometrics, the articulation of psychometric theories in addition to psychometric models, and extensions of network modeling to novel data sources. Finally, network psychometrics is part of a larger movement in psychology that revolves around the analysis of human beings as complex systems, and it is timely that psychometricians start extending their rich modeling tradition to improve and extend the analysis of systems in psychology.

摘要

这篇评论反思了《心理计量学》特刊中关于网络心理计量学实践的文章。该特刊的贡献与该领域研究的几个可能的未来方向有关。这些方向包括开发用于分析和表示干预措施的模型,改进网络心理计量学中的探索性和推断性技术,除了心理计量模型之外还阐明心理计量理论,以及将网络建模扩展到新的数据来源。最后,网络心理计量学是心理学中更大的分析人类作为复杂系统运动的一部分,心理学家现在及时开始扩展他们丰富的建模传统,以改进和扩展心理学中系统的分析。