Network analysis: a brief overview and tutorial

D Hevey - Health psychology and behavioral medicine, 2018 - Taylor & Francis
Objective: The present paper presents a brief overview on network analysis as a statistical
approach for health psychology researchers. Networks comprise graphical representations …

A tutorial on regularized partial correlation networks.

S Epskamp, EI Fried - Psychological methods, 2018 - psycnet.apa.org
Recent years have seen an emergence of network modeling applied to moods, attitudes,
and problems in the realm of psychology. In this framework, psychological variables are …

Realistic precision and accuracy of online experiment platforms, web browsers, and devices

A Anwyl-Irvine, ES Dalmaijer, N Hodges… - Behavior research …, 2021 - Springer
Due to increasing ease of use and ability to quickly collect large samples, online
behavioural research is currently booming. With this popularity, it is important that …

[BOK][B] Composite-based structural equation modeling: Analyzing latent and emergent variables

J Henseler - 2020 - books.google.com
This book presents powerful tools for integrating interrelated composites--such as
capabilities, policies, treatments, indices, and systems--into structural equation modeling …

Lack of theory building and testing impedes progress in the factor and network literature

EI Fried - Psychological Inquiry, 2020 - Taylor & Francis
The applied social science literature using factor and network models continues to grow
rapidly. Most work reads like an exercise in model fitting, and falls short of theory building …

A network analysis approach to the relationship between fear of missing out (FoMO), smartphone addiction, and social networking site use among a sample of …

L Li, Z Niu, S Mei, MD Griffiths - Computers in Human Behavior, 2022 - Elsevier
Background and aims Previous research has explored the relationship between fear of
missing out (FoMO), social network site (SNS) use, and/or smartphone addiction by …

Comparing network structures on three aspects: A permutation test.

CD Van Borkulo, R van Bork, L Boschloo… - Psychological …, 2023 - psycnet.apa.org
Network approaches to psychometric constructs, in which constructs are modeled in terms of
interactions between their constituent factors, have rapidly gained popularity in psychology …

Moving forward: Challenges and directions for psychopathological network theory and methodology

EI Fried, AOJ Cramer - Perspectives on Psychological …, 2017 - journals.sagepub.com
Since the introduction of mental disorders as networks of causally interacting symptoms, this
novel framework has received considerable attention. The past years have resulted in over …

The Gaussian graphical model in cross-sectional and time-series data

S Epskamp, LJ Waldorp, R Mõttus… - Multivariate behavioral …, 2018 - Taylor & Francis
We discuss the Gaussian graphical model (GGM; an undirected network of partial
correlation coefficients) and detail its utility as an exploratory data analysis tool. The GGM …

Mental disorders as networks of problems: a review of recent insights

EI Fried, CD van Borkulo, AOJ Cramer… - Social psychiatry and …, 2017 - Springer
Purpose The network perspective on psychopathology understands mental disorders as
complex networks of interacting symptoms. Despite its recent debut, with conceptual …