Literature DB >> 19369320

Capturing the ebb and flow of psychiatric symptoms with dynamical systems models.

Candice L Odgers1, Edward P Mulvey, Jennifer L Skeem, William Gardner, Charles W Lidz, Carol Schubert.   

Abstract

OBJECTIVE: Psychiatric symptoms play a crucial role in psychology and psychiatry. However, little is known about how dimensions of symptoms--other than symptom level--relate to psychiatric outcomes. Until recently, methods for measuring dynamic aspects of symptoms have not been available to clinicians or researchers. The authors sought to test whether systematic patterns of change in psychiatric symptoms can be recovered across weekly assessments of individuals at high risk for violence. A secondary objective was to explore whether dynamic features of symptoms (specifically, oscillation speed and dysregulation) are concurrently associated with violence, an important indicator of functional impairment for these individuals.
METHOD: Participants (N=132) were drawn from a sample of patients evaluated at the emergency room of an urban psychiatric hospital. Patients actuarially classified as being at high risk for violence were eligible for participation in the study. Participants and collateral informants were interviewed weekly for 26 weeks following an acute psychiatric evaluation. Psychiatric symptoms were assessed using the Brief Symptom Inventory. Measures of symptom fluctuation and regulation were derived using dynamical systems models. Involvement in violence was assessed using self, informant, and official reports.
RESULTS: Individuals' symptom dynamics were recovered by a linear oscillator model that described how quickly symptoms oscillated and whether symptoms were amplifying or moving back toward equilibrium across time. Patterns of rapid symptom fluctuation and symptom amplification were concurrently associated with violence.
CONCLUSIONS: Psychiatric researchers and clinicians have long been interested in adopting more dynamic approaches to understanding symptom change. This study is the first to demonstrate that systematic fluctuations in symptom patterns may be captured by dynamic models. Moreover, the concurrent association between symptom dynamics and violence suggests avenues for future research to test how features of symptom fluctuation could affect behavior.

Entities:  

Mesh:

Year:  2009        PMID: 19369320     DOI: 10.1176/appi.ajp.2008.08091398

Source DB:  PubMed          Journal:  Am J Psychiatry        ISSN: 0002-953X            Impact factor:   18.112


  9 in total

1.  Modeling stability and change in borderline personality disorder symptoms using the revised Interpersonal Adjective Scales-Big Five (IASR-B5).

Authors:  Aidan G C Wright; Aaron L Pincus; Mark F Lenzenweger
Journal:  J Pers Assess       Date:  2010-11

2.  Rethinking strategies for when to acquire neural markers associated with treatment response.

Authors:  A S Heller
Journal:  Mol Psychiatry       Date:  2016-10-18       Impact factor: 15.992

3.  Violence risk: re-defining variables from the first-person perspective.

Authors:  Suzanne Yang; Edward P Mulvey
Journal:  Aggress Violent Behav       Date:  2012-05

4.  Bipolar oscillations between positive and negative mood states in a computational model of Basal Ganglia.

Authors:  Pragathi Priyadharsini Balasubramani; V Srinivasa Chakravarthy
Journal:  Cogn Neurodyn       Date:  2019-11-20       Impact factor: 5.082

5.  A Transdiagnostic Network Approach to Psychosis.

Authors:  Johanna T W Wigman; Stijn de Vos; Marieke Wichers; Jim van Os; Agna A Bartels-Velthuis
Journal:  Schizophr Bull       Date:  2016-07-06       Impact factor: 9.306

6.  Exposure to environmental factors increases connectivity between symptom domains in the psychopathology network.

Authors:  Sinan Guloksuz; Martine van Nierop; Maarten Bak; Ron de Graaf; Margreet Ten Have; Saskia van Dorsselaer; Nicole Gunther; Roselind Lieb; Ruud van Winkel; Hans-Ulrich Wittchen; Jim van Os
Journal:  BMC Psychiatry       Date:  2016-07-08       Impact factor: 3.630

7.  Treatment of psychosis in prisons and violent recidivism.

Authors:  Artemis Igoumenou; Constantinos Kallis; Jeremy Coid
Journal:  BJPsych Open       Date:  2015-11-09

8.  Violent typologies among women inpatients with severe mental illness.

Authors:  Richelle Schaefer; Matthew Broadbent; Matt Bruce
Journal:  Soc Psychiatry Psychiatr Epidemiol       Date:  2016-09-03       Impact factor: 4.328

9.  Genetic and Environmental Influences on the Affective Regulation Network: A Prospective Experience Sampling Analysis.

Authors:  Laila Hasmi; Marjan Drukker; Sinan Guloksuz; Wolfgang Viechtbauer; Evert Thiery; Catherine Derom; Jim van Os
Journal:  Front Psychiatry       Date:  2018-11-28       Impact factor: 4.157

  9 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.