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 …
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 …
[HTML][HTML] Psychopathological networks: Theory, methods and practice
In recent years, network approaches to psychopathology have sparked much debate and
have had a significant impact on how mental disorders are perceived in the field of clinical …
have had a significant impact on how mental disorders are perceived in the field of clinical …
Lack of group-to-individual generalizability is a threat to human subjects research
AJ Fisher, JD Medaglia… - Proceedings of the …, 2018 - National Acad Sciences
Only for ergodic processes will inferences based on group-level data generalize to
individual experience or behavior. Because human social and psychological processes …
individual experience or behavior. Because human social and psychological processes …
The study of psychopathology from the network analysis perspective: A systematic review
Background: Network analysis (NA) is an analytical tool that allows one to explore the map
of connections and eventual dynamic influences among symptoms and other elements of …
of connections and eventual dynamic influences among symptoms and other elements of …
Personalized models of psychopathology
AGC Wright, WC Woods - Annual review of clinical psychology, 2020 - annualreviews.org
The personalized approach to psychopathology conceptualizes mental disorder as a
complex system of contextualized dynamic processes that is nontrivially specific to each …
complex system of contextualized dynamic processes that is nontrivially specific to each …
Personalized network modeling in psychopathology: The importance of contemporaneous and temporal connections
S Epskamp, CD van Borkulo… - Clinical …, 2018 - journals.sagepub.com
Recent literature has introduced (a) the network perspective to psychology and (b) collection
of time series data to capture symptom fluctuations and other time varying factors in daily life …
of time series data to capture symptom fluctuations and other time varying factors in daily life …
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 …
Network structure of depression and anxiety symptoms in Chinese female nursing students
Background Comorbidity between depressive and anxiety disorders is common. From
network perspective, mental disorders arise from direct interactions between symptoms and …
network perspective, mental disorders arise from direct interactions between symptoms and …
Modeling psychopathology: From data models to formal theories.
Over the past decade, there has been a surge of empirical research investigating mental
disorders as complex systems. In this article, we investigate how to best make use of this …
disorders as complex systems. In this article, we investigate how to best make use of this …