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 …
Networks of major depressive disorder: A systematic review
There has been a marked increase of network studies of Major Depressive Disorder (MDD).
Despite rapidly growing contributions, their findings have yet to be systematically …
Despite rapidly growing contributions, their findings have yet to be systematically …
Reporting standards for psychological network analyses in cross-sectional data.
Statistical network models describing multivariate dependency structures in psychological
data have gained increasing popularity. Such comparably novel statistical techniques …
data have gained increasing popularity. Such comparably novel statistical techniques …
[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 …
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 …
[HTML][HTML] Network analysis of internet addiction and depression among Chinese college students during the COVID-19 pandemic: a longitudinal study
Background There has been growing evidence of comorbidity between internet addiction
and depression in youth during the COVID-19 period. According to the network theory, this …
and depression in youth during the COVID-19 period. According to the network theory, this …
[HTML][HTML] 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] Network analysis of depressive and anxiety symptoms in adolescents during the later stage of the COVID-19 pandemic
Network analysis is an effective approach for examining complex relationships between
psychiatric symptoms. This study was designed to examine item-level relationships between …
psychiatric symptoms. This study was designed to examine item-level relationships between …
[HTML][HTML] Changes in network centrality of psychopathology symptoms between the COVID-19 outbreak and after peak
The current study investigated the mechanism and changes in psychopathology symptoms
throughout the COVID-19 outbreak and after peak. Two studies were conducted separately …
throughout the COVID-19 outbreak and after peak. Two studies were conducted separately …
Network analysis of anxiety and depressive symptoms among nursing students during the COVID-19 pandemic
Background: The 2019 coronavirus disease (COVID-19) pandemic has impacted the mental
health and well-being of medical personnel, including nursing students. Network analysis …
health and well-being of medical personnel, including nursing students. Network analysis …