Network analysis of multivariate data in psychological science
In recent years, network analysis has been applied to identify and analyse patterns of
statistical association in multivariate psychological data. In these approaches, network …
statistical association in multivariate psychological data. In these approaches, network …
A review of approaches and models in psychopathology conceptualization research
Mental disorder classification provides a definitional framework that underlies applied
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …
[HTML][HTML] Psychopathological networks: Theory, methods and practice
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 …
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 …
in psychological research. While the cross-lagged panel model (CLPM) was the modeling …
How computational modeling can force theory building in psychological science
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 …
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
This article aims to improve theory formation in psychology by develo** a practical
methodology for constructing explanatory theories: theory construction methodology (TCM) …
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 …
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
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 …
state of crisis: Theories are rarely developed in a way that indicates an accumulation of …
Networks of major depressive disorder: A systematic review
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 …
Despite rapidly growing contributions, their findings have yet to be systematically …
Computational psychiatry needs time and context
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 …
be that it has neglected context and temporal dynamics in the models of certain mental …