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 …
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 …
[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 …
A primer on two-level dynamic structural equation models for intensive longitudinal data in Mplus.
D McNeish, EL Hamaker - Psychological methods, 2020 - psycnet.apa.org
Technological advances have led to an increase in intensive longitudinal data and the
statistical literature on modeling such data is rapidly expanding, as are software capabilities …
statistical literature on modeling such data is rapidly expanding, as are software capabilities …
[HTML][HTML] A new science of mental disorders: Using personalised, transdiagnostic, dynamical systems to understand, model, diagnose and treat psychopathology
The core ideas of a 10-year research program 'New Science of Mental Disorders' are
outlined. This research program moves away from the disorder-based 'one-model-fits …
outlined. This research program moves away from the disorder-based 'one-model-fits …
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 …
Advances in the computational understanding of mental illness
Computational psychiatry is a rapidly growing field attempting to translate advances in
computational neuroscience and machine learning into improved outcomes for patients …
computational neuroscience and machine learning into improved outcomes for patients …
A tutorial on estimating time-varying vector autoregressive models
JMB Haslbeck, LF Bringmann… - Multivariate behavioral …, 2021 - Taylor & Francis
Time series of individual subjects have become a common data type in psychological
research. These data allow one to estimate models of within-subject dynamics, and thereby …
research. These data allow one to estimate models of within-subject dynamics, and thereby …
[HTML][HTML] Person-specific networks in psychopathology: Past, present, and future
LF Bringmann - Current opinion in psychology, 2021 - Elsevier
In the psychological network approach, mental disorders such as major depressive disorder
are conceptualized as networks. The network approach focuses on the symptom structure or …
are conceptualized as networks. The network approach focuses on the symptom structure or …
Foundations of idiographic methods in psychology and applications for psychotherapy
ML Piccirillo, TL Rodebaugh - Clinical psychology review, 2019 - Elsevier
Researchers have long called for greater recognition and use of longitudinal, individual-
level research in the study of psychopathology and psychotherapy. Much of our current …
level research in the study of psychopathology and psychotherapy. Much of our current …