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 …

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 …

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 …

Evidence that psychopathology symptom networks have limited replicability.

MK Forbes, AGC Wright, KE Markon… - Journal of abnormal …, 2017 - psycnet.apa.org
Network analysis is quickly gaining popularity in psychopathology research as a method that
aims to reveal causal relationships among individual symptoms. To date, 4 main types of …

Application of network methods for understanding mental disorders: pitfalls and promise

S Guloksuz, LK Pries, J Van Os - Psychological medicine, 2017 - cambridge.org
Galvanized with the availability of sophisticated statistical techniques and large datasets,
network medicine has emerged as an active area of investigation. Following this trend …

[HTML][HTML] The network approach to psychopathology: promise versus reality

MK Forbes, AGC Wright, KE Markon… - World Psychiatry, 2019 - ncbi.nlm.nih.gov
The network approach to psychopathology has recently generated enthusiasm in the
research community. This is likely due in large part to network methods being promoted with …

Quantifying the reliability and replicability of psychopathology network characteristics

MK Forbes, AGC Wright, KE Markon… - Multivariate behavioral …, 2021 - Taylor & Francis
Pairwise Markov random field networks—including Gaussian graphical models (GGMs) and
Ising models—have become the “state-of-the-art” method for psychopathology network …

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 …

False alarm? A comprehensive reanalysis of “Evidence that psychopathology symptom networks have limited replicability” by Forbes, Wright, Markon, and Krueger …

D Borsboom, EI Fried, S Epskamp, LJ Waldorp… - 2017 - psycnet.apa.org
Abstract Forbes, Wright, Markon, and Krueger (2017) stated that “psychopathology networks
have limited replicability”(p. 1011) and that “popular network analysis methods produce …

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 …