Literature DB >> 28922648

A theoretical and empirical modeling of anxiety integrated with RDoC and temporal dynamics.

Brandon Frank1, Nicholas C Jacobson2, Landon Hurley3, Dean McKay3.   

Abstract

The newly launched Research Domain Criteria (RDoC) emphasize specific mechanisms over diagnostic categories of psychopathology. In our view, RDoC provides a useful heuristic for mental health disorders, but does not capture the complexity of psychological data when proposed mechanisms are viewed as static entities. However, temporal and complex system dynamics may advance RDoC's utility. By investigating temporal patterns within trajectories and the interaction of complex networks, we propose that dynamic modeling provides comprehensive methods with which to investigate the etiopathology and maintenance of mental health disorders. We examine applications of dynamical systems to periphery physiology, an RDoC construct that has been widely used in psychological science. A review of the literature suggests methodological problems with aggregate and reductive models. We present a dynamical systems modeling of anxiety which suggests avenues for future biomarker research. This model appears congruent with RDoC and recent learning theory.
Copyright © 2017 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Anxiety disorders; Complex dynamical systems; Heart rate variability; Psychopathology; Research domain criteria; Temporal dynamics

Mesh:

Year:  2017        PMID: 28922648     DOI: 10.1016/j.janxdis.2017.09.002

Source DB:  PubMed          Journal:  J Anxiety Disord        ISSN: 0887-6185


  7 in total

1.  The Differential Time-Varying Effect Model (DTVEM): A tool for diagnosing and modeling time lags in intensive longitudinal data.

Authors:  Nicholas C Jacobson; Sy-Miin Chow; Michelle G Newman
Journal:  Behav Res Methods       Date:  2019-02

2.  Digital biomarkers of anxiety disorder symptom changes: Personalized deep learning models using smartphone sensors accurately predict anxiety symptoms from ecological momentary assessments.

Authors:  Nicholas C Jacobson; Sukanya Bhattacharya
Journal:  Behav Res Ther       Date:  2021-12-11

3.  A Novel Measure of Real-Time Perseverative Thought.

Authors:  Elizabeth C Wade; Rivka T Cohen; Paddy Loftus; Ayelet Meron Ruscio
Journal:  Clin Psychol Sci       Date:  2021-08-31

4.  Current evolutionary adaptiveness of anxiety: Extreme phenotypes of anxiety predict increased fertility across multiple generations.

Authors:  Nicholas C Jacobson; Michael J Roche
Journal:  J Psychiatr Res       Date:  2018-10-03       Impact factor: 4.791

5.  Digital Biomarkers of Social Anxiety Severity: Digital Phenotyping Using Passive Smartphone Sensors.

Authors:  Berta Summers; Nicholas C Jacobson; Sabine Wilhelm
Journal:  J Med Internet Res       Date:  2020-05-29       Impact factor: 5.428

6.  Steps Toward an Integrative Clinical Systems Psychology.

Authors:  Felix Tretter; Henriette Löffler-Stastka
Journal:  Front Psychol       Date:  2018-09-19

Review 7.  Digital health data-driven approaches to understand human behavior.

Authors:  Lisa A Marsch
Journal:  Neuropsychopharmacology       Date:  2020-07-12       Impact factor: 8.294

  7 in total

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