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 …
approach for health psychology researchers. Networks comprise graphical representations …
A tutorial on regularized partial correlation networks.
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
interactions between their constituent factors, have rapidly gained popularity in psychology …
Moving forward: Challenges and directions for psychopathological network theory and methodology
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 …
novel framework has received considerable attention. The past years have resulted in over …
The Gaussian graphical model in cross-sectional and time-series data
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 …
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
Purpose The network perspective on psychopathology understands mental disorders as
complex networks of interacting symptoms. Despite its recent debut, with conceptual …
complex networks of interacting symptoms. Despite its recent debut, with conceptual …