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 …
Moving forward: Challenges and directions for psychopathological network theory and methodology
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 …
novel framework has received considerable attention. The past years have resulted in over …
Lack of theory building and testing impedes progress in the factor and network literature
EI Fried - Psychological Inquiry, 2020 - Taylor & Francis
The applied social science literature using factor and network models continues to grow
rapidly. Most work reads like an exercise in model fitting, and falls short of theory building …
rapidly. Most work reads like an exercise in model fitting, and falls short of theory building …
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 …
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 …
Exploring the idiographic dynamics of mood and anxiety via network analysis.
AJ Fisher, JW Reeves, G Lawyer… - Journal of abnormal …, 2017 - psycnet.apa.org
Individual variation is increasingly recognized as important to psychopathology research.
Concurrently, new methods of analysis based on network models are bringing new …
Concurrently, new methods of analysis based on network models are bringing new …
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 …
Social media use and well-being: A prospective experience-sampling study
Facebook and Instagram are currently the most popular Social Network Sites (SNS) for
young adults. A large amount of research examined the relationship between these SNS …
young adults. A large amount of research examined the relationship between these SNS …
Methodological recommendations for trials of psychological interventions
Recent years have seen major developments in psychotherapy research that suggest the
need to address critical methodological issues. These recommendations, developed by an …
need to address critical methodological issues. These recommendations, developed by an …
Does centrality in a cross-sectional network suggest intervention targets for social anxiety disorder?
Objective: Network analysis allows us to identify the most interconnected (ie, central)
symptoms, and multiple authors have suggested that these symptoms might be important …
symptoms, and multiple authors have suggested that these symptoms might be important …