The network approach to psychopathology: A review of the literature 2008–2018 and an agenda for future research
The network approach to psychopathology posits that mental disorders can be
conceptualized and studied as causal systems of mutually reinforcing symptoms. This …
conceptualized and studied as causal systems of mutually reinforcing symptoms. This …
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 …
exponentially in the twenty-first century. The central idea that an episode of mental disorder …
Bridge centrality: A network approach to understanding comorbidity
Recently, researchers in clinical psychology have endeavored to create network models of
the relationships between symptoms, both within and across mental disorders. Symptoms …
the relationships between symptoms, both within and across mental disorders. Symptoms …
What do centrality measures measure in psychological networks?
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 …
As centrality indices were originally developed in the context of social networks, it is unclear …
Social media and depression symptoms: A network perspective.
Passive social media use (PSMU)—for example, scrolling through social media news feeds—
has been associated with depression symptoms. It is unclear, however, if PSMU causes …
has been associated with depression symptoms. It is unclear, however, if PSMU causes …
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 …
approach for health psychology researchers. Networks comprise graphical representations …
The Gaussian graphical model in cross-sectional and time-series data
We discuss the Gaussian graphical model (GGM; an undirected network of partial
correlation coefficients) and detail its utility as an exploratory data analysis tool. The GGM …
correlation coefficients) and detail its utility as an exploratory data analysis tool. The GGM …
Personalized models of psychopathology
AGC Wright, WC Woods - Annual review of clinical psychology, 2020 - annualreviews.org
The personalized approach to psychopathology conceptualizes mental disorder as a
complex system of contextualized dynamic processes that is nontrivially specific to each …
complex system of contextualized dynamic processes that is nontrivially specific to each …
[HTML][HTML] A new science of mental disorders: Using personalised, transdiagnostic, dynamical systems to understand, model, diagnose and treat psychopathology
The core ideas of a 10-year research program 'New Science of Mental Disorders' are
outlined. This research program moves away from the disorder-based 'one-model-fits …
outlined. This research program moves away from the disorder-based 'one-model-fits …
Psychometric network models from time-series and panel data
S Epskamp - Psychometrika, 2020 - Springer
Researchers in the field of network psychometrics often focus on the estimation of Gaussian
graphical models (GGMs)—an undirected network model of partial correlations—between …
graphical models (GGMs)—an undirected network model of partial correlations—between …