Network analysis of multivariate data in psychological science

D Borsboom, MK Deserno, M Rhemtulla… - Nature Reviews …, 2021 - nature.com
In recent years, network analysis has been applied to identify and analyse patterns of
statistical association in multivariate psychological data. In these approaches, network …

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 …

COVID stress syndrome: Concept, structure, and correlates

S Taylor, CA Landry, MM Paluszek… - Depression and …, 2020 - Wiley Online Library
Background Research shows that the COVID Stress Scales have a robust multifactorial
structure, representing five correlated facets of COVID‐19‐related distress:(a) Fear of the …

Multidimensional tropical forest recovery

L Poorter, D Craven, CC Jakovac, MT Van Der Sande… - Science, 2021 - science.org
Tropical forests disappear rapidly because of deforestation, yet they have the potential to
regrow naturally on abandoned lands. We analyze how 12 forest attributes recover during …

What do centrality measures measure in psychological networks?

LF Bringmann, T Elmer, S Epskamp… - Journal of abnormal …, 2019 - psycnet.apa.org
Centrality indices are a popular tool to analyze structural aspects of psychological networks.
As centrality indices were originally developed in the context of social networks, it is unclear …

Bridge centrality: a network approach to understanding comorbidity

PJ Jones, R Ma, RJ McNally - Multivariate behavioral research, 2021 - Taylor & Francis
Recently, researchers in clinical psychology have endeavored to create network models of
the relationships between symptoms, both within and across mental disorders. Symptoms …

Negative attitudes about facemasks during the COVID-19 pandemic: The dual importance of perceived ineffectiveness and psychological reactance

S Taylor, GJG Asmundson - Plos one, 2021 - journals.plos.org
This study reports a comprehensive empirical investigation of the nature and correlates of
anti-mask attitudes during the COVID-19 pandemic. Accumulating evidence underscores the …

The network approach to psychopathology: A review of the literature 2008–2018 and an agenda for future research

DJ Robinaugh, RHA Hoekstra, ER Toner… - Psychological …, 2020 - cambridge.org
The network approach to psychopathology posits that mental disorders can be
conceptualized and studied as causal systems of mutually reinforcing symptoms. This …

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 …

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 …