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 …
A tutorial on bayesian networks for psychopathology researchers.
Bayesian Networks are probabilistic graphical models that represent conditional
independence relationships among variables as a directed acyclic graph (DAG), where …
independence relationships among variables as a directed acyclic graph (DAG), where …
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 …
Unraveling the comorbidity of depression and anxiety in a large inpatient sample: Network analysis to examine bridge symptoms
Background Comorbidities in mental disorders are often understood by assuming a common
cause. The network theory of mental disorders offers an alternative to this assumption by …
cause. The network theory of mental disorders offers an alternative to this assumption by …
Comorbidity between depression and anxiety: assessing the role of bridge mental states in dynamic psychological networks
Background Comorbidity between depressive and anxiety disorders is common. A
hypothesis of the network perspective on psychopathology is that comorbidity arises due to …
hypothesis of the network perspective on psychopathology is that comorbidity arises due to …
[HTML][HTML] Modeling psychopathology: From data models to formal theories.
Over the past decade, there has been a surge of empirical research investigating mental
disorders as complex systems. In this article, we investigate how to best make use of this …
disorders as complex systems. In this article, we investigate how to best make use of this …
Visualizing psychological networks: A tutorial in R
Networks have emerged as a popular method for studying mental disorders.
Psychopathology networks consist of aspects (eg, symptoms) of mental disorders (nodes) …
Psychopathology networks consist of aspects (eg, symptoms) of mental disorders (nodes) …
A narrative review of network studies in depression: What different methodological approaches tell us about depression
The network theory of psychopathology proposes that mental disorders arise from direct
interactions between symptoms. This theory provides a promising framework to understand …
interactions between symptoms. This theory provides a promising framework to understand …
Network analysis of comorbid depression and anxiety and their associations with quality of life among clinicians in public hospitals during the late stage of the COVID …
Y Jin, S Sha, T Tian, Q Wang, S Liang, Z Wang… - Journal of Affective …, 2022 - Elsevier
Background Mental health problems are common among clinicians working in public
hospitals even in the late stage of the COVID-19 pandemic. Network analysis is a novel …
hospitals even in the late stage of the COVID-19 pandemic. Network analysis is a novel …
A network approach to climate change anxiety and its key related features
A Heeren, C Mouguiama-Daouda… - Journal of Anxiety …, 2023 - Elsevier
Research has pointed to startling worldwide rates of people reporting considerable anxiety
vis-à-vis climate change. Yet, uncertainties remain regarding how climate anxiety's cognitive …
vis-à-vis climate change. Yet, uncertainties remain regarding how climate anxiety's cognitive …