Understanding the complexity of individual developmental pathways: A primer on metaphors, models, and methods to study resilience in development

F Hasselman - Development and Psychopathology, 2023 - cambridge.org
The modern study of resilience in development is conceptually based on a complex
adaptive system ontology in which many (intersystem) factors are involved in the emergence …

[HTML][HTML] Early warning signals in phase space: Geometric resilience loss indicators from multiplex cumulative recurrence networks

F Hasselman - Frontiers in Physiology, 2022 - frontiersin.org
The detection of Early Warning Signals (EWS) of imminent phase transitions, such as
sudden changes in symptom severity could be an important innovation in the treatment or …

Unlocking nonlinear dynamics and multistability from intensive longitudinal data: A novel method.

J Cui, F Hasselman, A Lichtwarck-Aschoff - Psychological Methods, 2023 - psycnet.apa.org
The availability of smart devices has made it possible to collect intensive longitudinal data
(ILD) from individuals, providing a unique opportunity to study the complex dynamics of …

[HTML][HTML] Measurement targets for network constructs in psychopathology

R van Bork, G Lunansky, D Borsboom - Measurement, 2024 - Elsevier
In psychology, regulation of measurement practices relies on the use of psychometric
models that relate the targeted psychological construct to a set of observations in empirical …

Contextual Influences on Cognitive and Psychophysiological Mechanisms of Learning in Early Adolescence

ML DeJoseph - 2023 - search.proquest.com
Learning is a central mechanism through which early experiences shape biological and
behavioral development across the lifespan. One type of learning, called reinforcement …

[PDF][PDF] Illuminating the Path: Examining the Research Methods of Early Warning Signals in Clinical Psychology through a Theoretical Lens

J Cui, F Hasselman, M Olthof, A Lichtwarck-Aschoff - 2022 - files.de-1.osf.io
The past few years have seen a rapid growth in research on early warning signals (EWSs) in
clinical psychology. Whereas early studies found EWSs to be associated with sudden …

Common practices in detecting psychological early warning signals may lead to incorrect results

J Cui, F Hasselman, M Olthof, A Lichtwarck-Aschoff - 2022 - research.rug.nl
The past few years have seen a rapid growth in research on early warning signals (EWSs) in
psychological systems. Whereas early studies showed that EWSs are associated with …

Quantifying the Stability Landscapes of Psychological Networks

The network theory of psychopathology proposes that mental disorders can be represented
as networks of interacting psychiatric symptoms. These direct symptom-symptom …

simlandr: Simulation-based landscape construction for dynamical systems

J Cui, M Olthof, A Lichtwarck-Aschoff, T Li… - 2021 - research.rug.nl
We present the simlandr package for R, which provides a set of tools for constructing
potential landscapes for dynamic systems using Monte Carlo simulation. Potential …

[PDF][PDF] Specifying Transition Types and Scales of Interest in Understanding Clinical Change

J Cui, M Olthofa, F Hasselmanb, A Lichtwarck-Aschoffa - 2024 - files.de-1.osf.io
Sudden changes are often observed in clinical practice, yet a systematic framework to
understand the underlying mechanisms is still lacking. In this article, we aim to bridge this …