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 …

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 …

[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 …

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 theory of mental disorders

D Borsboom - World psychiatry, 2017 - Wiley Online Library
In recent years, the network approach to psychopathology has been advanced as an
alternative way of conceptualizing mental disorders. In this approach, mental disorders arise …

A review of approaches and models in psychopathology conceptualization research

NR Eaton, LF Bringmann, T Elmer, EI Fried… - Nature Reviews …, 2023 - nature.com
Mental disorder classification provides a definitional framework that underlies applied
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …

Measurement-based and data-informed psychological therapy

W Lutz, B Schwartz, J Delgadillo - Annual Review of Clinical …, 2022 - annualreviews.org
Outcome measurement in the field of psychotherapy has developed considerably in the last
decade. This review discusses key issues related to outcome measurement, modeling, and …

Functional neuroimaging in psychiatry and the case for failing better

MM Nour, Y Liu, RJ Dolan - Neuron, 2022 - cell.com
Psychiatric disorders encompass complex aberrations of cognition and affect and are
among the most debilitating and poorly understood of any medical condition. Current …

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 …

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 …