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 …

What do centrality measures measure in psychological networks?

LF Bringmann, T Elmer, S Epskamp… - Journal of abnormal …, 2019 - psycnet.apa.org
Centrality indices are a popular tool to analyze structural aspects of psychological networks.
As centrality indices were originally developed in the context of social networks, it is unclear …

Experience sampling methodology in mental health research: new insights and technical developments

I Myin‐Germeys, Z Kasanova, T Vaessen… - World …, 2018 - Wiley Online Library
In the mental health field, there is a growing awareness that the study of psychiatric
symptoms in the context of everyday life, using experience sampling methodology (ESM) …

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 …

Beyond linear mediation: Toward a dynamic network approach to study treatment processes

SG Hofmann, JE Curtiss, SC Hayes - Clinical Psychology Review, 2020 - Elsevier
Few clinical scientists would disagree that more research is needed on the underlying
mechanisms and processes of change in psychological therapies. In the dominant current …

Understanding divergence: Placing developmental neuroscience in its dynamic context

DE Astle, DS Bassett, E Viding - Neuroscience & Biobehavioral Reviews, 2024 - Elsevier
Neurodevelopment is not merely a process of brain maturation, but an adaptation to
constraints unique to each individual and to the environments we co-create. However, our …

[HTML][HTML] Psychopathology and positive emotions in daily life

VE Heininga, P Kuppens - Current Opinion in Behavioral Sciences, 2021 - Elsevier
Highlights•Aside from notable exceptions, Positive Affect (PA) is low in mood
disorders.•Evidence from laboratory settings versus daily life appears paradoxical.•Little is …

[HTML][HTML] Digital phenotyping for psychiatry: Accommodating data and theory with network science methodologies

DM Lydon-Staley, I Barnett, TD Satterthwaite… - Current opinion in …, 2019 - Elsevier
Digital phenotyping is the moment-by-moment quantification of our interactions with digital
devices. With appropriate tools, digital phenotyping data afford unprecedented insights into …

Group and longitudinal intra-individual networks of eating disorder symptoms in adolescents and young adults at-risk for an eating disorder

CA Levinson, IA Vanzhula, TW Smith, E Stice - Behaviour Research and …, 2020 - Elsevier
Several studies have identified risk factors that predict future onset of eating disorders (ED)
in adolescence, however, it is currently unknown how specific ED symptom dynamics …

Socioemotional dynamics of emotion regulation and depressive symptoms: A person‐specific network approach

X Yang, N Ram, SD Gest, DM Lydon-Staley… - …, 2018 - Wiley Online Library
Socioemotional processes engaged in daily life may afford and/or constrain individuals'
emotion regulation in ways that affect psychological health. Recent findings from experience …