A review of approaches and models in psychopathology conceptualization research

NR Eaton, LF Bringmann, T Elmer, EI Fried… - Nature Reviews …, 2023 - nature.com
Mental disorder classification provides a definitional framework that underlies applied
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …

Measurement-based and data-informed psychological therapy

W Lutz, B Schwartz, J Delgadillo - Annual Review of Clinical …, 2022 - annualreviews.org
Outcome measurement in the field of psychotherapy has developed considerably in the last
decade. This review discusses key issues related to outcome measurement, modeling, and …

Investigating the feasibility of idiographic network models.

AC Mansueto, RW Wiers, J van Weert… - Psychological …, 2023 - psycnet.apa.org
Recent times have seen a call for personalized psychotherapy and tailored communication
during treatment, leading to the necessity to model the complex dynamics of mental …

[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 …

A narrative review of network studies in depression: What different methodological approaches tell us about depression

M Wichers, H Riese, TM Hodges, E Snippe… - Frontiers in …, 2021 - frontiersin.org
The network theory of psychopathology proposes that mental disorders arise from direct
interactions between symptoms. This theory provides a promising framework to understand …

Using individual networks to identify treatment targets for eating disorder treatment: A proof-of-concept study and initial data

CA Levinson, RA Hunt, AC Keshishian… - Journal of Eating …, 2021 - Springer
Abstract Background Eating disorders (EDs) are severe mental illnesses, with high
morbidity, mortality, and societal burden. EDs are extremely heterogenous, and only 50% of …

The use of advanced technology and statistical methods to predict and prevent suicide

EM Kleiman, CR Glenn, RT Liu - Nature reviews psychology, 2023 - nature.com
In the past decade, two themes have emerged across suicide research. First, according to
meta-analyses, the ability to predict and prevent suicidal thoughts and behaviours is weaker …

[HTML][HTML] Practitioner and researcher perspectives on the utility of ecological momentary assessment in mental health care: A survey study

M Piot, M Mestdagh, H Riese, J Weermeijer… - Internet …, 2022 - Elsevier
Background Ecological momentary assessment (EMA) is a scientific self-monitoring method
to capture individuals' daily life experiences. Early on, EMA has been suggested to have the …

Bridging the gap between complexity science and clinical practice by formalizing idiographic theories: a computational model of functional analysis

J Burger, DC van der Veen, DJ Robinaugh, R Quax… - BMC medicine, 2020 - Springer
Background The past decades of research have seen an increase in statistical tools to
explore the complex dynamics of mental health from patient data, yet the application of these …

A network approach can improve eating disorder conceptualization and treatment

CA Levinson, C Cusack, ML Brown… - Nature reviews …, 2022 - nature.com
Eating disorders are severe mental illnesses with the second-highest mortality rate of all
psychiatric illnesses. Eating disorders are exceedingly deadly because of their complexity …