[HTML][HTML] Modeling psychopathology: From data models to formal theories.

J Haslbeck, O Ryan, DJ Robinaugh… - Psychological …, 2022 - psycnet.apa.org
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 …

Advancing urban mental health research: from complexity science to actionable targets for intervention

JM van der Wal, CD van Borkulo, MK Deserno… - The Lancet …, 2021 - thelancet.com
Urbanisation and common mental disorders (CMDs; ie, depressive, anxiety, and substance
use disorders) are increasing worldwide. In this Review, we discuss how urbanicity and risk …

[HTML][HTML] Psychopathological networks: Theory, methods and practice

LF Bringmann, C Albers, C Bockting… - … Research and Therapy, 2022 - Elsevier
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 …

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 …

The Gaussian graphical model in cross-sectional and time-series data

S Epskamp, LJ Waldorp, R Mõttus… - Multivariate behavioral …, 2018 - Taylor & Francis
We discuss the Gaussian graphical model (GGM; an undirected network of partial
correlation coefficients) and detail its utility as an exploratory data analysis tool. The GGM …

[HTML][HTML] Suicide ideation as a symptom of adolescent depression. A network analysis

MWM Gijzen, SPA Rasing, DHM Creemers… - Journal of Affective …, 2021 - Elsevier
Introduction According to the network perspective, psychopathology is the result of
interactions between symptoms. A previous study used network analysis to identify central …

Brain disorders? Not really: Why network structures block reductionism in psychopathology research

D Borsboom, AOJ Cramer, A Kalis - Behavioral and Brain Sciences, 2019 - cambridge.org
In the past decades, reductionism has dominated both research directions and funding
policies in clinical psychology and psychiatry. The intense search for the biological basis of …

Don't blame the model: Reconsidering the network approach to psychopathology.

LF Bringmann, MI Eronen - Psychological review, 2018 - psycnet.apa.org
The network approach to psychopathology is becoming increasingly popular. The motivation
for this approach is to provide a replacement for the problematic common cause perspective …

Using network analysis to identify central symptoms of adolescent depression

MC Mullarkey, I Marchetti… - Journal of Clinical Child & …, 2019 - Taylor & Francis
Experiencing depression symptoms, even at mild to moderate levels, is associated with
maladaptive outcomes for adolescents. We used network analysis to evaluate which …

Measuring, predicting, and tracking change in psychotherapy

W Lutz, K de Jong, JA Rubel… - Bergin and Garfield's …, 2021 - books.google.com
This chapter addresses fundamental issues of change in psychotherapy: how to measure,
monitor, predict change, and provide feedback on treatment outcome. The chapter starts …