Literature DB >> 31154587

Psychiatric Risk Assessment from the Clinician's Perspective: Lessons for the Future.

Alex S Cohen1, Taylor Fedechko2, Elana K Schwartz2, Thanh P Le2, Peter W Foltz3, Jared Bernstein4, Jian Cheng4, Elizabeth Rosenfeld4, Brita Elvevåg5,6.   

Abstract

Accurate prediction of risk-states in Serious Mental Illnesses (SMIs) is critical for reducing their massive societal burden. Risk-state assessments are notably inaccurate. Recent innovations, including widely available and inexpensive mobile technologies for ambulatory "biobehavioral" data, can reshape risk assessment. To help understand and accelerate clinician involvement, we surveyed 90 multi-disciplinary clinicians serving SMI populations in various settings to evaluate how risk assessment is conducted and can improve. Clinicians reported considerable variability in conducting risk assessment, and few clinicians explicated their procedures beyond tying it to broader mental status examinations or interviews. Very few clinicians endorsed using currently-available standardized risk measures, and most reported low confidence in their utility. Clinicians also reported spending approximately half the time conducting individual risk assessments than optimally needed. When asked about improvement, virtually no clinicians acknowledged biobehavioral, objective technologies, or ambulatory recording. Overall, clinicians seemed unaware of meaningful ways to improve risk assessment.

Keywords:  Machine learning; Objective; Risk assessment; Serious mental illness; Technology

Year:  2019        PMID: 31154587     DOI: 10.1007/s10597-019-00411-x

Source DB:  PubMed          Journal:  Community Ment Health J        ISSN: 0010-3853


  40 in total

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Journal:  Psychol Assess       Date:  2000-03

2.  Defensive practice among psychiatrists: a questionnaire survey.

Authors:  K Passmore; W-C Leung
Journal:  Postgrad Med J       Date:  2002-11       Impact factor: 2.401

3.  External validity of randomised controlled trials: "to whom do the results of this trial apply?".

Authors:  Peter M Rothwell
Journal:  Lancet       Date:  2005 Jan 1-7       Impact factor: 79.321

4.  Assessing the economic costs of serious mental illness.

Authors:  Thomas R Insel
Journal:  Am J Psychiatry       Date:  2008-06       Impact factor: 18.112

Review 5.  A proposal to speed translation of healthcare research into practice: dramatic change is needed.

Authors:  Rodger Kessler; Russell E Glasgow
Journal:  Am J Prev Med       Date:  2011-06       Impact factor: 5.043

6.  The economic burden of schizophrenia in the United States in 2002.

Authors:  Eric Q Wu; Howard G Birnbaum; Lizheng Shi; Daniel E Ball; Ronald C Kessler; Matthew Moulis; Jyoti Aggarwal
Journal:  J Clin Psychiatry       Date:  2005-09       Impact factor: 4.384

Review 7.  Screening for suicide risk in adults: a summary of the evidence for the U.S. Preventive Services Task Force.

Authors:  Bradley N Gaynes; Suzanne L West; Carol A Ford; Paul Frame; Jonathan Klein; Kathleen N Lohr
Journal:  Ann Intern Med       Date:  2004-05-18       Impact factor: 25.391

8.  The global burden of mental disorders: an update from the WHO World Mental Health (WMH) surveys.

Authors:  Ronald C Kessler; Sergio Aguilar-Gaxiola; Jordi Alonso; Somnath Chatterji; Sing Lee; Johan Ormel; T Bedirhan Ustün; Philip S Wang
Journal:  Epidemiol Psichiatr Soc       Date:  2009 Jan-Mar

Review 9.  The expert consensus guideline series: adherence problems in patients with serious and persistent mental illness.

Authors:  Dawn I Velligan; Peter J Weiden; Martha Sajatovic; Jan Scott; Daniel Carpenter; Ruth Ross; John P Docherty
Journal:  J Clin Psychiatry       Date:  2009       Impact factor: 4.384

10.  Prediction of psychosis in youth at high clinical risk: a multisite longitudinal study in North America.

Authors:  Tyrone D Cannon; Kristin Cadenhead; Barbara Cornblatt; Scott W Woods; Jean Addington; Elaine Walker; Larry J Seidman; Diana Perkins; Ming Tsuang; Thomas McGlashan; Robert Heinssen
Journal:  Arch Gen Psychiatry       Date:  2008-01
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