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 …

Moving forward: Challenges and directions for psychopathological network theory and methodology

EI Fried, AOJ Cramer - Perspectives on Psychological …, 2017 - journals.sagepub.com
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 …

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 …

The Gaussian graphical model in cross-sectional and time-series data

S Epskamp, LJ Waldorp, R Mõttus… - Multivariate behavioral …, 2018 - Taylor & Francis
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 …

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 …

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 …

Comorbidity between depression and anxiety: assessing the role of bridge mental states in dynamic psychological networks

RN Groen, O Ryan, JTW Wigman, H Riese… - BMC medicine, 2020 - Springer
Background Comorbidity between depressive and anxiety disorders is common. A
hypothesis of the network perspective on psychopathology is that comorbidity arises due to …

Social media use and well-being: A prospective experience-sampling study

L Faelens, K Hoorelbeke, B Soenens… - Computers in Human …, 2021 - Elsevier
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 …

Methodological recommendations for trials of psychological interventions

J Guidi, EL Brakemeier, CLH Bockting… - Psychotherapy and …, 2018 - karger.com
Recent years have seen major developments in psychotherapy research that suggest the
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?

TL Rodebaugh, NA Tonge, ML Piccirillo… - Journal of consulting …, 2018 - psycnet.apa.org
Objective: Network analysis allows us to identify the most interconnected (ie, central)
symptoms, and multiple authors have suggested that these symptoms might be important …