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 …

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 …

Six modes of co-production for sustainability

JM Chambers, C Wyborn, ME Ryan, RS Reid… - Nature …, 2021 - nature.com
The promise of co-production to address complex sustainability challenges is compelling.
Yet, co-production, the collaborative weaving of research and practice, encompasses …

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 …

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 …

Network analysis of psychopathology: controversies and challenges

RJ McNally - Annual review of clinical psychology, 2021 - annualreviews.org
Empirical publications inspired by the network approach to psychopathology have increased
exponentially in the twenty-first century. The central idea that an episode of mental disorder …

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 …

Undulating changes in human plasma proteome profiles across the lifespan

B Lehallier, D Gate, N Schaum, T Nanasi, SE Lee… - Nature medicine, 2019 - nature.com
Aging is a predominant risk factor for several chronic diseases that limit healthspan.
Mechanisms of aging are thus increasingly recognized as potential therapeutic targets …

Reporting standards for psychological network analyses in cross-sectional data.

J Burger, AM Isvoranu, G Lunansky… - Psychological …, 2023 - psycnet.apa.org
Statistical network models describing multivariate dependency structures in psychological
data have gained increasing popularity. Such comparably novel statistical techniques …

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 …