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Granholm E, Holden JL, Mikhael T, Link PC, Swendsen J, Depp C, Moore RC, Harvey PD. What Do People With Schizophrenia Do All Day? Ecological Momentary Assessment of Real-World Functioning in Schizophrenia. Schizophr Bull 2020; 46:242-251. [PMID: 31504955 PMCID: PMC7442321 DOI: 10.1093/schbul/sbz070] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Schizophrenia is a major cause of disability worldwide. As new treatments for functioning are tested, the need grows to demonstrate real-world functioning gains. Ecological momentary assessment (EMA) may provide a more ecologically valid measure of functioning. In this study, smartphone-based EMA was used to signal participants with schizophrenia (N = 100) and controls (N = 71) 7 times a day for 7 days to respond to brief questionnaires about social interactions and functioning behaviors. Excellent adherence was found, with both groups completing an average of 85% of surveys and only 3% of participants with schizophrenia excluded for poor adherence. Four-week test-retest reliability was high (r = .83 for total productive behaviors). Relative to controls, participants with schizophrenia reported significantly less total productive activity (d = 1.2), fewer social interactions (d = 0.3), more nonproductive behaviors (d = 1.0; watching TV, resting), and more time at home (d = 0.8). Within the schizophrenia group, participants living independently showed better functioning on EMA relative to participants in supported housing (d = 0.8) and participants engaged in vocational activities showed better functioning than individuals not engaged in vocational activities (d = 0.55). Modest correlations were found between EMA and an in-lab self-report measure of functioning activities performed in the community, but not between EMA and measures of functional capacity or potential. This study demonstrated the feasibility, sensitivity reliability, and validity of EMA methods to assess functioning in schizophrenia. EMA provides a much-needed measure of what individuals with schizophrenia are actually doing in real-world contexts. These results also suggest that there may be important disjunctions between indices of abilities and actual real-world functioning.
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Affiliation(s)
- Eric Granholm
- University of California, San Diego
- VA San Diego Healthcare System, San Diego, CA
| | | | | | | | - Joel Swendsen
- University of Bordeaux, CNRS, EPHE PSL Research University
| | - Colin Depp
- University of California, San Diego
- VA San Diego Healthcare System, San Diego, CA
| | | | - Philip D Harvey
- University of Miami Miller School of Medicine
- Bruce W. Carter VA Medical Center, Miami, FL
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Breier A, Buchanan RW, D'Souza D, Nuechterlein K, Marder S, Dunn W, Preskorn S, Macaluso M, Wurfel B, Maguire G, Kakar R, Highum D, Hoffmeyer D, Coskinas E, Litman R, Vohs JL, Radnovich A, Francis MM, Metzler E, Visco A, Mehdiyoun N, Yang Z, Zhang Y, Yolken RH, Dickerson FB. Herpes simplex virus 1 infection and valacyclovir treatment in schizophrenia: Results from the VISTA study. Schizophr Res 2019; 206:291-299. [PMID: 30478008 DOI: 10.1016/j.schres.2018.11.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 11/02/2018] [Accepted: 11/03/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND Several studies have implicated herpes simplex virus-type 1 (HSV-1) in the pathophysiology of schizophrenia. A recent trial demonstrated that the anti-viral medication valacylovir, which prevents replication of activated HSV-1, improved selected cognitive deficits in people with schizophrenia. In this study, we examined demographic and illness related differences between HSV-1 positive versus HSV-1 negative subjects with early phase schizophrenia and attempted to replicate the previous valacyclovir treatment results in this population. METHODS 170 subjects with schizophrenia (HSV-1 positive N = 70; HSV-1 negative N = 96) from 12 US sites participated in the HSV-1 positive versus negative comparisons, and were randomized 1:1 to valacyclovir (1.5 g BID) or placebo for a 16-week, double-blind efficacy trial. The primary endpoints were working and verbal memory. RESULTS The HSV-1 positive group, as compared to the HSV-1 negative group, were older (p < 0.001) with fewer males (p = 0.003), and had a longer duration of illness (p = 0.008), more positive symptoms (p = 0.013), poorer quality of life (p = 0.034) and more impairment on the letter-number sequencing test, which is a measure of working memory (p = 0.045). Valacyclovir failed to significantly improve any of the cognitive indices, symptom or functioning measures. CONCLUSIONS HSV-1 sero-positivity appears to be a marker of a subgroup with a more severe form of schizophrenia. Valacyclovir was not efficacious in the study, perhaps because the herpes virus was in the dormant, non-activated state and therefore non-responsive to valacyclovir effects. ClinicalTrials.gov Identifier: NCT02008773.
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Affiliation(s)
- Alan Breier
- Indiana University School of Medicine, Indianapolis, IN, United States of America.
| | - Robert W Buchanan
- Maryland Psychiatric Research Center, University of Maryland, Baltimore, MD, United States of America
| | - Deepak D'Souza
- Yale University School of Medicine, New Haven, CT, United States of America
| | | | - Stephen Marder
- Semel Institute, UCLA, Los Angeles, CA, United States of America
| | - Walter Dunn
- Semel Institute, UCLA, Los Angeles, CA, United States of America
| | - Sheldon Preskorn
- Kansas University School of Medicine, Wichita, KS, United States of America
| | - Matthew Macaluso
- Kansas University School of Medicine, Wichita, KS, United States of America
| | - Brent Wurfel
- Laureate Institute for Brain Research, KS, United States of America
| | - Gerald Maguire
- University of California, Riverside, CA, United States of America
| | - Rishi Kakar
- Segal Institute for Clinical Research, United States of America
| | - Diane Highum
- CITrials, Bellflower, CA, United States of America
| | | | | | | | - Jenifer L Vohs
- Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Alexander Radnovich
- Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Michael M Francis
- Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Emmalee Metzler
- Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Andrew Visco
- Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Nicole Mehdiyoun
- Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Ziyi Yang
- Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Ying Zhang
- Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Robert H Yolken
- Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Faith B Dickerson
- Sheppard Pratt Health System, Baltimore, MD, United States of America
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Naslund JA, Aschbrenner KA, Kim SJ, McHugo GJ, Unützer J, Bartels SJ, Marsch LA. Health behavior models for informing digital technology interventions for individuals with mental illness. Psychiatr Rehabil J 2017; 40:325-335. [PMID: 28182469 PMCID: PMC5550360 DOI: 10.1037/prj0000246] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVE Theoretical models offer valuable insights for designing effective and sustainable behavioral health interventions, yet the application of theory for informing digital technology interventions for people with mental illness has received limited attention. We offer a perspective on the importance of applying behavior theories and models to developing digital technology interventions for addressing mental and physical health concerns among people with mental illness. METHOD In this commentary, we summarize prominent theories of human behavior, highlight key theoretical constructs, and identify opportunities to inform digital health interventions for people with mental illness. We consider limitations with existing theories and models, and examine recent theoretical advances that can specifically guide development of digital technology interventions. RESULTS Established behavioral frameworks including health belief model, theory of planned behavior, transtheoretical model, and social cognitive theory consist of important and overlapping constructs that can inform digital health interventions for people with mental illness. As digital technologies continue to evolve and enable longitudinal data collection, real-time behavior monitoring, and adaptive features tailored to users' changing needs over time, there are new opportunities to broaden our understanding of health behaviors and mechanisms of behavior change. Recent advances include dynamic models of behavior, persuasive system design, the behavioral intervention technology model, and behavioral models for just-in-time adaptive interventions. CONCLUSION AND IMPLICATIONS FOR PRACTICE Behavior theories offer advantages for guiding use of digital technologies. Future researchers must explore how theoretical models can effectively advance efforts to develop, evaluate, and disseminate digital health interventions targeting individuals with mental illness. (PsycINFO Database Record
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Affiliation(s)
- John A. Naslund
- Health Promotion Research Center at Dartmouth, Lebanon, NH, United States
- The Dartmouth Institute for Health Policy and Clinical Practice, Dartmouth College, Lebanon, NH, United States
- The Center for Technology and Behavioral Health, Dartmouth College, Lebanon, NH, United States
| | - Kelly A. Aschbrenner
- Health Promotion Research Center at Dartmouth, Lebanon, NH, United States
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Lebanon, NH, United States
| | - Sunny Jung Kim
- The Center for Technology and Behavioral Health, Dartmouth College, Lebanon, NH, United States
| | - Gregory J. McHugo
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Lebanon, NH, United States
| | - Jürgen Unützer
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Stephen J. Bartels
- Health Promotion Research Center at Dartmouth, Lebanon, NH, United States
- The Dartmouth Institute for Health Policy and Clinical Practice, Dartmouth College, Lebanon, NH, United States
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Lebanon, NH, United States
- Department of Community and Family Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH, United States
| | - Lisa A. Marsch
- The Center for Technology and Behavioral Health, Dartmouth College, Lebanon, NH, United States
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Lebanon, NH, United States
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Kopelowicz A, Zarate R, Wallace CJ, Liberman RP, Lopez SR, Mintz J. Using the theory of planned behavior to improve treatment adherence in Mexican Americans with schizophrenia. J Consult Clin Psychol 2015; 83:985-93. [PMID: 26030760 PMCID: PMC4573226 DOI: 10.1037/a0039346] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Failure to adhere to treatment with antipsychotic medication is the most common cause of relapse among patients with schizophrenia. A novel multifamily group (MFG) intervention, informed by the Theory of Planned Behavior (TPB), demonstrated efficacy in increasing medication adherence and decreasing rehospitalizations in schizophrenia patients. This report explores the hypothesis that the improved outcomes obtained through the MFG approach were mediated by changes in the patients' attitudes toward medications, subjective norms-social influences, and perceived behavioral control of resources. METHOD Data from a recently completed, randomized controlled trial of MFG was used to test the hypothesis that the improvement in adherence was mediated by the 3 TPB factors. Subjects were 174 Mexican American adults with schizophrenia-spectrum disorder who had participated in a study of MFG focused on improving medication adherence. Assessments occurred at baseline and at 4, 8, 12, 18, and 24 months. RESULTS Path analysis revealed that the increased adherence associated with MFG was mediated by improvements in subjective norms but not attitudes toward medications nor perceived behavioral control. CONCLUSION An MFG treatment specifically tailored to increase medication adherence among Mexican Americans with schizophrenia achieved its benefits by leveraging social influences through teaching family members how to support medication adherence in their ill relatives.
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Affiliation(s)
- Alex Kopelowicz
- David Geffen School of Medicine, University of California-Los Angeles
| | - Roberto Zarate
- David Geffen School of Medicine, University of California-Los Angeles
| | - Charles J Wallace
- David Geffen School of Medicine, University of California-Los Angeles
| | | | - Steven R Lopez
- Department of Psychology, University of Southern California
| | - Jim Mintz
- Department of Psychiatry, University of Texas Health Science Center at San Antonio
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Virtual Reality Functional Capacity Assessment In Schizophrenia: Preliminary Data Regarding Feasibility and Correlations with Cognitive and Functional Capacity Performance. SCHIZOPHRENIA RESEARCH-COGNITION 2014; 1:e21-e26. [PMID: 25083416 DOI: 10.1016/j.scog.2014.01.004] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
INTRODUCTION Assessment of functional capacity is an intrinsic part of determining the functional relevance of response to treatment of cognitive impairment in schizophrenia. Existing methods are highly and consistently correlated with performance on neuropsychological tests, but most current assessments of functional capacity are still paper and pencil simulations. We developed a computerized virtual reality assessment that contains all of the components of a shopping trip. METHODS We administered the Virtual Reality Functional Capacity Assessment Tool (VRFCAT) to 54 healthy controls and to 51 people with schizophrenia to test its feasibility. Dependent variables for the VRFCAT included time to completion and errors on 12 objectives and the number of times that an individual failed to complete an objective. The MATRICS Consensus Cognitive Battery (MCCB) and a standard functional capacity measure, the UCSD Performance-Based Skills Assessment-Brief (UPSA-B) were administered to the patients with schizophrenia. RESULTS Patients with schizophrenia performed more poorly than healthy controls on 10/11 of the time variables, as well as 2/12 error scores and 2/12 failed objectives. Pearson correlations for 7 of 15 VRFCAT variables with MCCB composite scores were statistically significant. CONCLUSION These results provide support for the possibility of computerized functional capacity assessment, but more substantial studies are required.
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