Modeling the dynamics of mood and depression

F Both, M Hoogendoorn, M Klein, J Treur - ECAI 2008, 2008 - ebooks.iospress.nl
… to model the mood of a person. In this paper, a model for simulating the dynamics of mood
is presented, based on psychological theories about a unipolar clinical depression. The …

Modeling the dynamics of disease states in depression

S Demic, S Cheng - PLoS One, 2014 - journals.plos.org
Dynamical systems model of major depressive disorder To model the dynamics of depression,
we … We call this variable M, loosely for mood. M<0 indicates that the person suffers from …

Complex Dynamics in Depression: An Application to Long-Term, Mood-Rating Time Series.

RA Heath, EM Heiby, IS Pagano - 2007 - psycnet.apa.org
… disorders, current methods of assessment, and the dynamic nature of mood disorders. We
then indicate various techniques for dynamic modeling, and then we offer and empirically test …

Characterizing the dynamics, reactivity and controllability of moods in depression with a Kalman filter

J Malamud, S Guloksuz, R van Winkel… - PLOS Computational …, 2024 - journals.plos.org
… have not been frequently employed to examine mood time series, especially when … individual
differences in mood dynamics. After a brief explanation of state space modeling, we outline …

[HTML][HTML] Discovering different profiles in the dynamics of depression based on real–time monitoring of mood: a first exploration

CR van Genugten, J Schuurmans… - Internet …, 2021 - Elsevier
… in mood dynamics in depression and the participants might no longer be depressed 12 weeks
… Due to our small sample size, we limited our LPAs to a maximum of 4 profile models. We …

Daily affective dynamics predict depression symptom trajectories among adults with major and minor depression

V Panaite, J Rottenberg, LM Bylsma - Affective science, 2020 - Springer
… to depression, we continue to have an incomplete understanding of how depression influences
affective dynamics … growth curve models to evaluate whether PA and NA dynamic indices …

Decomposing depression: on the prospective and reciprocal dynamics of mood and sleep disturbances.

DA Sbarra, JJB Allen - Journal of Abnormal Psychology, 2009 - psycnet.apa.org
… Prior to evaluating the bivariate LDS model, we fit a series of univariate dual-change score
models to the observed sleep and mood data to describe their basic trajectories of change. …

Major depression as a complex dynamic system

AOJ Cramer, CD Van Borkulo, EJ Giltay… - PloS one, 2016 - journals.plos.org
models from other areas of science show that strong connections between elements of a
dynamic … stronger connections will end up in a depressed state more easily than a system with …

Major depressive episodes and random mood

SY van der Werf, KI Kaptein, P de Jonge… - Archives of general …, 2006 - jamanetwork.com
… realization in a dynamic description, the random-mood model, which depicts mood as governed
… Current mood models are based on data collected in long-term observational studies. …

Dynamics of Mood and Cognition in Depression and Anxiety: a Computational Approach

J Malamud - 2023 - discovery.ucl.ac.uk
… , we use dynamical system and control theory to investigate fluctuations in mood and emotions
(… Finally, we discuss the advantages and limitations of using a complex dynamical models