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 …

[HTML][HTML] Psychopathological networks: Theory, methods and practice

LF Bringmann, C Albers, C Bockting… - … Research and Therapy, 2022 - Elsevier
In recent years, network approaches to psychopathology have sparked much debate and
have had a significant impact on how mental disorders are perceived in the field of clinical …

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 …

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 …

Comorbidity between depression and anxiety: assessing the role of bridge mental states in dynamic psychological networks

RN Groen, O Ryan, JTW Wigman, H Riese… - BMC medicine, 2020 - Springer
Background Comorbidity between depressive and anxiety disorders is common. A
hypothesis of the network perspective on psychopathology is that comorbidity arises due to …

Problems with centrality measures in psychopathology symptom networks: Why network psychometrics cannot escape psychometric theory

MN Hallquist, AGC Wright… - Multivariate behavioral …, 2021 - Taylor & Francis
Understanding patterns of symptom co-occurrence is one of the most difficult challenges in
psychopathology research. Do symptoms co-occur because of a latent factor, or might they …

A psychometric network perspective on the validity and validation of personality trait questionnaires

AP Christensen, H Golino… - European Journal of …, 2020 - journals.sagepub.com
This article reviews the causal implications of latent variable and psychometric network
models for the validation of personality trait questionnaires. These models imply different …

Advancing urban mental health research: from complexity science to actionable targets for intervention

JM van der Wal, CD van Borkulo, MK Deserno… - The Lancet …, 2021 - thelancet.com
Urbanisation and common mental disorders (CMDs; ie, depressive, anxiety, and substance
use disorders) are increasing worldwide. In this Review, we discuss how urbanicity and risk …

A systematic review of network analysis studies in eating disorders: Is time to broaden the core psychopathology to non specific symptoms

AM Monteleone, G Cascino - European Eating Disorders …, 2021 - Wiley Online Library
Objective Network theory considers mental disorders as the product of symptom interaction.
A growing number of studies employing this methodology has been conducted in eating …