Literature DB >> 32070120

Personalized Models of Psychopathology.

Aidan G C Wright1, William C Woods1.   

Abstract

The personalized approach to psychopathology conceptualizes mental disorder as a complex system of contextualized dynamic processes that is nontrivially specific to each individual, and it seeks to develop formal idiographic statistical models to represent these individual processes. Although the personalized approach draws on long-standing influences in clinical psychology, there has been an explosion of research in recent years following the development of intensive longitudinal data capture and statistical techniques that facilitate modeling of the dynamic processes of each individual's pathology. Advances are also making idiographic analyses scalable and generalizable. We review emerging research using the personalized approach in descriptive psychopathology, precision assessment, and treatment selection and tailoring, and we identify future challenges and areas in need of additional research. The personalized approach to psychopathology holds promise to resolve thorny diagnostic issues, generate novel insights, and improve the timing and efficacy of interventions.

Entities:  

Keywords:  idiographic; multivariate time series; person-specific; personalized medicine; precision assessment

Year:  2020        PMID: 32070120     DOI: 10.1146/annurev-clinpsy-102419-125032

Source DB:  PubMed          Journal:  Annu Rev Clin Psychol        ISSN: 1548-5943            Impact factor:   18.561


  28 in total

1.  High emotion differentiation buffers against internalizing symptoms following exposure to stressful life events in adolescence: An intensive longitudinal study.

Authors:  Erik C Nook; John C Flournoy; Alexandra M Rodman; Patrick Mair; Katie A McLaughlin
Journal:  Clin Psychol Sci       Date:  2021-03-29

2.  An Initial Study of Practicing Psychologists' Views of the Utility of Ecological Momentary Assessment for Difficult Psychotherapy Cases.

Authors:  William D Ellison
Journal:  Adm Policy Ment Health       Date:  2020-10-12

3.  Integrating a functional view on suicide risk into idiographic statistical models.

Authors:  Aleksandra Kaurin; Alexandre Y Dombrovski; Michael N Hallquist; Aidan G C Wright
Journal:  Behav Res Ther       Date:  2021-11-30

4.  Momentary dynamics of emotion-based impulsivity: Exploring associations with dispositional measures of externalizing and internalizing psychopathology.

Authors:  Sarah H Sperry; Brinkley M Sharpe; Aidan G C Wright
Journal:  J Abnorm Psychol       Date:  2021-11

Review 5.  The role of affect in chronic pain: A systematic review of within-person symptom dynamics.

Authors:  Madelyn R Frumkin; Thomas L Rodebaugh
Journal:  J Psychosom Res       Date:  2021-05-24       Impact factor: 3.006

6.  The distribution of daily affect distinguishes internalizing and externalizing spectra and subfactors.

Authors:  Aaron S Heller; Caitlin A Stamatis; Nikki A Puccetti; Kiara R Timpano
Journal:  J Abnorm Psychol       Date:  2021-03-29

7.  Feasibility and utility of idiographic models in the clinic: A pilot study.

Authors:  Madelyn R Frumkin; Marilyn L Piccirillo; Emorie D Beck; Jason T Grossman; Thomas L Rodebaugh
Journal:  Psychother Res       Date:  2020-08-24

Review 8.  Computational Psychiatry Needs Time and Context.

Authors:  Peter F Hitchcock; Eiko I Fried; Michael J Frank
Journal:  Annu Rev Psychol       Date:  2021-09-27       Impact factor: 24.137

9.  Studying Behaviour Change Mechanisms under Complexity.

Authors:  Matti T J Heino; Keegan Knittle; Chris Noone; Fred Hasselman; Nelli Hankonen
Journal:  Behav Sci (Basel)       Date:  2021-05-14

10.  How are you doing? The person-specificity of daily links between neuroticism and physical health.

Authors:  Dominic P Kelly; Alexander Weigard; Adriene M Beltz
Journal:  J Psychosom Res       Date:  2020-07-15       Impact factor: 3.006

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