A network theory of mental disorders.
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TLDR
The network theory has direct implications for how to understand diagnosis and treatment, and suggests a clear agenda for future research in psychiatry and associated disciplines.About:
This article is published in World Psychiatry.The article was published on 2017-02-01 and is currently open access. It has received 1311 citations till now. The article focuses on the topics: Mind-blindness & Psychological intervention.read more
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Journal ArticleDOI
Symptom networks in acute depression across bipolar and major depressive disorders: A network analysis on a large, international, observational study.
Filippo Corponi,Gerard Anmella,Norma Verdolini,Isabella Pacchiarotti,Ludovic Samalin,Dina Popovic,Jean-Michel Azorin,Jules Angst,Charles L. Bowden,Sergey Mosolov,Allan H. Young,Giulio Perugi,Eduard Vieta,Andrea Murru +13 more
TL;DR: This work investigated the interplay among depressive and mixed symptoms in acutely depressed MDD/BD patients, using a data-driven approach and found mixed symptoms were the most central and highly interconnected nodes in the network.
Journal ArticleDOI
Understanding outcomes in family-based treatment for adolescent anorexia nervosa: a network approach.
Kelsey E. Hagan,Kelsey E. Hagan,Brittany E. Matheson,Nandini Datta,Alexa L’Insalata,Z. Ayotola Onipede,Sasha Gorrell,Sangeeta Mondal,Cara Bohon,Daniel Le Grange,Daniel Le Grange,James E. Lock +11 more
TL;DR: In this paper, the most central symptoms of adolescent anorexia nervosa (AN) were identified in adolescents who completed the Eating Disorder Examination (EDE) prior to family-based treatment (FBT).
Journal ArticleDOI
Centrality and bridge symptoms of anxiety, depression, and sleep disturbance among college students during the COVID-19 pandemic—a network analysis
TL;DR: In this article , the authors used the network analysis approach to construct an interplay relationship among the above three mental disorders and identify which specific symptoms bridge these aggregations, such as guilt, restlessness, irritability, and feeling afraid.
Journal ArticleDOI
A Call for Complexity in the Study of Social Anxiety Disorder. Commentary: The aetiology and maintenance of social anxiety disorder: A synthesis of complementary theoretical models and formulation of a new integrated model.
TL;DR: A Call for Complexity in the Study of social anxiety disorder: A synthesis of complementary theoretical models and formulation of a new integrated model.
Journal ArticleDOI
Suicidal behaviour in adolescents: A network analysis.
Eduardo Fonseca-Pedrero,Eduardo Fonseca-Pedrero,Adriana Díez-Gómez,Usue de la Barrera,Carla Sebastián-Enesco,Javier Ortuño-Sierra,Inmaculada Montoya-Castilla,Beatriz Lucas-Molina,Felix Inchausti,Alicia Pérez-Albéniz +9 more
TL;DR: In this paper, a study of conducta suicida in poblacion adolescente mediante el analisis de redes is presented. But, to the best of our knowledge, no se ha analizado the conducta seicida en población adolescente.
References
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MonographDOI
Causality: models, reasoning, and inference
TL;DR: The art and science of cause and effect have been studied in the social sciences for a long time as mentioned in this paper, see, e.g., the theory of inferred causation, causal diagrams and the identification of causal effects.
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Causality: Models, Reasoning and Inference
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Qgraph: Network visualizations of relationships in psychometric data
Sacha Epskamp,Angélique O. J. Cramer,Lourens J. Waldorp,Verena D. Schmittmann,Denny Borsboom +4 more
TL;DR: The qgraph package for R is presented, which provides an interface to visualize data through network modeling techniques, and is introduced by applying the package functions to data from the NEO-PI-R, a widely used personality questionnaire.
Journal ArticleDOI
Network Analysis: An Integrative Approach to the Structure of Psychopathology
TL;DR: An examines methodologies suited to identify such symptom networks and discusses network analysis techniques that may be used to extract clinically and scientifically useful information from such networks (e.g., which symptom is most central in a person's network).
Journal ArticleDOI
The p Factor: One General Psychopathology Factor in the Structure of Psychiatric Disorders?
Avshalom Caspi,Renate Houts,Daniel W. Belsky,Sidra Goldman-Mellor,HonaLee Harrington,Salomon Israel,Madeline H. Meier,Sandhya Ramrakha,Idan Shalev,Richie Poulton,Terrie E. Moffitt +10 more
TL;DR: The structure of psychopathology is examined, taking into account dimensionality, persistence, co-occurrence, and sequential comorbidity of mental disorders across 20 years, from adolescence to midlife, to explain why it is challenging to find causes, consequences, biomarkers, and treatments with specificity to individual mental disorders.