Network analysis of multivariate data in psychological science

D Borsboom, MK Deserno, M Rhemtulla… - Nature Reviews …, 2021 - nature.com
In recent years, network analysis has been applied to identify and analyse patterns of
statistical association in multivariate psychological data. In these approaches, network …

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 …

[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 …

The within-between dispute in cross-lagged panel research and how to move forward.

EL Hamaker - Psychological Methods, 2023 - psycnet.apa.org
How to model cross-lagged relations in panel data continues to be a source of disagreement
in psychological research. While the cross-lagged panel model (CLPM) was the modeling …

How computational modeling can force theory building in psychological science

O Guest, AE Martin - Perspectives on Psychological Science, 2021 - journals.sagepub.com
Psychology endeavors to develop theories of human capacities and behaviors on the basis
of a variety of methodologies and dependent measures. We argue that one of the most …

Theory construction methodology: A practical framework for building theories in psychology

D Borsboom, HLJ van der Maas… - Perspectives on …, 2021 - journals.sagepub.com
This article aims to improve theory formation in psychology by develo** a practical
methodology for constructing explanatory theories: theory construction methodology (TCM) …

[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 …

Invisible hands and fine calipers: A call to use formal theory as a toolkit for theory construction

DJ Robinaugh, JMB Haslbeck, O Ryan… - Perspectives on …, 2021 - journals.sagepub.com
In recent years, a growing chorus of researchers has argued that psychological theory is in a
state of crisis: Theories are rarely developed in a way that indicates an accumulation of …

Networks of major depressive disorder: A systematic review

M Malgaroli, A Calderon, GA Bonanno - Clinical Psychology Review, 2021 - Elsevier
There has been a marked increase of network studies of Major Depressive Disorder (MDD).
Despite rapidly growing contributions, their findings have yet to be systematically …

Computational psychiatry needs time and context

PF Hitchcock, EI Fried, MJ Frank - Annual review of psychology, 2022 - annualreviews.org
Why has computational psychiatry yet to influence routine clinical practice? One reason may
be that it has neglected context and temporal dynamics in the models of certain mental …