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] 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 …
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 …
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 …
A narrative review of network studies in depression: What different methodological approaches tell us about depression
The network theory of psychopathology proposes that mental disorders arise from direct
interactions between symptoms. This theory provides a promising framework to understand …
interactions between symptoms. This theory provides a promising framework to understand …
Testing similarity in longitudinal networks: The Individual Network Invariance Test.
RHA Hoekstra, S Epskamp, AA Nierenberg… - Psychological …, 2024 - psycnet.apa.org
The comparison of idiographic network structures to determine the presence of
heterogeneity is a challenging endeavor in many applied settings. Previously, researchers …
heterogeneity is a challenging endeavor in many applied settings. Previously, researchers …
Recovering within-person dynamics from psychological time series
JMB Haslbeck, O Ryan - Multivariate Behavioral Research, 2022 - Taylor & Francis
Idiographic modeling is rapidly gaining popularity, promising to tap into the within-person
dynamics underlying psychological phenomena. To gain theoretical understanding of these …
dynamics underlying psychological phenomena. To gain theoretical understanding of these …
The differential role of central and bridge symptoms in deactivating psychopathological networks
The network model of psychopathology suggests that central and bridge symptoms
represent promising treatment targets because they may accelerate the deactivation of the …
represent promising treatment targets because they may accelerate the deactivation of the …
Auditing the research practices and statistical analyses of the group-level temporal network approach to psychological constructs: A systematic scoping review
MA Blanchard, A Contreras, RB Kalkan… - Behavior research …, 2023 - Springer
Network analyses have become increasingly common within the field of psychology, and
temporal network analyses in particular are quickly gaining traction, with many of the initial …
temporal network analyses in particular are quickly gaining traction, with many of the initial …
[HTML][HTML] The impact of COVID-19 lockdown on daily activities, cognitions, and stress in a lonely and distressed population: temporal dynamic network analysis
Background The COVID-19 pandemic and its associated lockdown measures impacted
mental health worldwide. However, the temporal dynamics of causal factors that modulate …
mental health worldwide. However, the temporal dynamics of causal factors that modulate …