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 …

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 …

Comparing network structures on three aspects: A permutation test.

CD Van Borkulo, R van Bork, L Boschloo… - Psychological …, 2022 - 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 …

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 …

The study of psychopathology from the network analysis perspective: A systematic review

A Contreras, I Nieto, C Valiente, R Espinosa… - Psychotherapy and …, 2019 - karger.com
Background: Network analysis (NA) is an analytical tool that allows one to explore the map
of connections and eventual dynamic influences among symptoms and other elements of …

How predictable are symptoms in psychopathological networks? A reanalysis of 18 published datasets

JMB Haslbeck, EI Fried - Psychological medicine, 2017 - cambridge.org
BackgroundNetwork analyses on psychopathological data focus on the network structure
and its derivatives such as node centrality. One conclusion one can draw from centrality …

The centrality of affective instability and identity in Borderline Personality Disorder: Evidence from network analysis

J Richetin, E Preti, G Costantini, C De Panfilis - PloS one, 2017 - journals.plos.org
We argue that the series of traits characterizing Borderline Personality Disorder samples do
not weigh equally. In this regard, we believe that network approaches employed recently in …

The differential role of central and bridge symptoms in deactivating psychopathological networks

D Castro, F Ferreira, I de Castro, AR Rodrigues… - Frontiers in …, 2019 - frontiersin.org
The network model of psychopathology suggests that central and bridge symptoms
represent promising treatment targets because they may accelerate the deactivation of the …

Estimating the symptom structure of bipolar disorder via network analysis: Energy dysregulation as a central symptom.

RJ McNally, DJ Robinaugh… - … and Clinical Science, 2022 - psycnet.apa.org
Using network analysis, we estimated the structure of relations among manic and
depressive symptoms, respectively, in 486 patients (59% women; age: M= 37, SD= 12.1) …

A graph theory based similarity metric enables comparison of subpopulation psychometric networks.

E Ulitzsch, S Khanna, M Rhemtulla… - Psychological …, 2023 - psycnet.apa.org
Network psychometrics leverages pairwise Markov random fields to depict conditional
dependencies among a set of psychological variables as undirected edge-weighted graphs …