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 …
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 …
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 …
All for one and one for all: Mental disorders in one dimension
A Caspi, TE Moffitt - American Journal of Psychiatry, 2018 - Am Psychiatric Assoc
In both child and adult psychiatry, empirical evidence has now accrued to suggest that a
single dimension is able to measure a person's liability to mental disorder, comorbidity …
single dimension is able to measure a person's liability to mental disorder, comorbidity …
Which estimation method to choose in network psychometrics? Deriving guidelines for applied researchers.
AM Isvoranu, S Epskamp - Psychological methods, 2023 - psycnet.apa.org
The Gaussian graphical model (GGM) has recently grown popular in psychological
research, with a large body of estimation methods being proposed and discussed across …
research, with a large body of estimation methods being proposed and discussed across …
A review of approaches and models in psychopathology conceptualization research
Mental disorder classification provides a definitional framework that underlies applied
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …
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 …
A tutorial on regularized partial correlation networks.
Recent years have seen an emergence of network modeling applied to moods, attitudes,
and problems in the realm of psychology. In this framework, psychological variables are …
and problems in the realm of psychology. In this framework, psychological variables are …
Brain disorders? Not really: Why network structures block reductionism in psychopathology research
D Borsboom, AOJ Cramer, A Kalis - Behavioral and Brain Sciences, 2019 - cambridge.org
In the past decades, reductionism has dominated both research directions and funding
policies in clinical psychology and psychiatry. The intense search for the biological basis of …
policies in clinical psychology and psychiatry. The intense search for the biological basis of …