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Xavier Hall CD, Ethier K, Cummings P, Freeman A, Bovbjerg K, Bannon J, Dakin A, Abujado F, Bouacha N, Derricotte D, Patterson L, Hirschhorn LR, Bouris A, Moskowitz JT. A hybrid type II effectiveness-implementation trial of a positive emotion regulation intervention among people living with HIV engaged in Ryan White Medical Case Management: protocol and design for the ORCHID study. Trials 2024; 25:631. [PMID: 39334472 PMCID: PMC11428577 DOI: 10.1186/s13063-024-08475-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Accepted: 09/17/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND The Ryan White Medical Case Management System, which serves more than half of people living with HIV (PLWH) in the USA, is an opportune setting for identifying and addressing depression among PLWH. A growing body of research suggests that interventions that promote positive emotion may lessen symptoms of depression and improve physical and psychological well-being among people experiencing a variety of health-related stress, including living with HIV. Research on how best to integrate standardized mental health screening and referral to evidence-based interventions in Ryan White Medical Case Management settings has the potential to improve the health and wellbeing of PLWH. METHODS This mixed-methods study will enroll up to N = 300 Ryan White clients who screen positive for depressive symptoms in ORCHID (Optimizing Resilience and Coping with HIV through Internet Delivery), a web-based, self-guided positive emotion regulation intervention. The study will be conducted in 16 Ryan White Medical Case Management clinics in Chicago, IL. Following pre-implementation surveys and interviews with Medical Case Managers (MCMs) and Supervisors to develop an implementation facilitation strategy, we will conduct a hybrid type 2 implementation-effectiveness stepped wedge cluster randomized trial to iteratively improve the screening and referral process via interviews with MCMs in each wedge. We will test the effectiveness of ORCHID on depression and HIV care outcomes for PLWH enrolled in the program. RE-AIM is the implementation outcomes framework and the Consolidated Framework for Implementation Research is the implementation determinants framework. DISCUSSION Study findings have the potential to improve mental health and substance use screening of Ryan White clients, decrease depression and improve HIV care outcomes, and inform the implementation of other evidence-based interventions in the Ryan White Medical Case Management System. TRIAL REGISTRATION ClinicalTrials.gov NCT05123144. Trial registered 6/24/2021.
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Affiliation(s)
- Casey D Xavier Hall
- Center of Population Science for Health Equity, College of Nursing, Florida State University, Tallahassee, FL, USA
- School of Social Work, Florida State University, Tallahassee, FL, USA
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Kristen Ethier
- School of Social Work, Simmons University, Boston, MA, USA
| | - Peter Cummings
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Angela Freeman
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- AIDS Foundation Chicago, Chicago, IL, USA
| | - Katrin Bovbjerg
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Jacqueline Bannon
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | | | | | | | | | - Lisa R Hirschhorn
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Alida Bouris
- Crown Family School of Social Work, Policy, and Practice, University of Chicago, Chicago, IL, USA
- Chicago Center for HIV Elimination, University of Chicago, Chicago, IL, USA
| | - Judith T Moskowitz
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
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Kwok I, Lattie EG, Yang D, Summers A, Cotten P, Leong CA, Moskowitz JT. Developing Social Enhancements for a Web-Based, Positive Emotion Intervention for Alzheimer Disease Caregivers: Qualitative Focus Group and Interview Study. JMIR Form Res 2024; 8:e50234. [PMID: 38662432 PMCID: PMC11082732 DOI: 10.2196/50234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 02/26/2024] [Accepted: 03/06/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Alzheimer disease is a degenerative neurological condition that requires long-term care. The cost of these responsibilities is often borne by informal caregivers, who experience an elevated risk of negative physical and psychological outcomes. Previously, we designed a positive emotion regulation intervention that was shown to improve well-being among dementia caregivers when delivered through one-on-one videoconferencing lessons with a trained facilitator. However, the format required significant resources in terms of logistics and facilitator time. To broaden the reach of the intervention, we aimed to develop the Social Augmentation of Self-Guided Electronic Delivery of the Life Enhancing Activities for Family Caregivers (SAGE LEAF) program, an iteration of the intervention in a self-guided, web-based format with enhanced opportunities for social connection. OBJECTIVE The aim of this study was to gather feedback to inform the design of social features for the SAGE LEAF intervention. In the absence of a facilitator, our goal with the self-guided SAGE LEAF intervention was to integrate various social features (eg, discussion board, automated support, and profiles) to maximize engagement among participants. METHODS Qualitative data were collected from 26 individuals through (1) interviews with participants who completed a previous version of the intervention via videoconferencing with a facilitator, (2) focus groups with dementia caregivers who had not previously experienced the intervention, and (3) focus groups with Alzheimer disease clinical care providers. We conducted a qualitative thematic analysis to identify which social features would be the most helpful and how they could be implemented in a way that would be best received by caregivers. RESULTS Interview and focus group feedback indicated that participants generally liked the potential features suggested, including the discussion boards, multimedia content, and informational support. They had valuable suggestions for optimal implementation. For example, participants liked the idea of a buddy system where they would be matched up with another caregiver for the duration of the study. However, they expressed concern about differing expectations among caregivers and the possibility of matched caregivers not getting along. Participants also expressed interest in giving caregivers access to a podcast on the skills, which would allow them to review additional content when they wished. CONCLUSIONS Taken together, the discussions with caregivers and providers offered unique insights into the types of social features that may be integrated into the SAGE LEAF intervention, as well as implementation suggestions to improve the acceptability of the features among caregivers. These insights will allow us to design social features for the intervention that are optimally engaging and helpful for caregivers.
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Affiliation(s)
- Ian Kwok
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | | | | | - Amanda Summers
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Paul Cotten
- University of California San Francisco, San Francisco, CA, United States
| | - Caroline Alina Leong
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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Leong CA, Summers A, Grote V, Jackson K, Dowling G, Snowberg K, Cotten P, Cheung E, Yang D, Addington EL, Moskowitz JT. Randomized controlled trial of a positive emotion regulation intervention to reduce stress in family caregivers of individuals with Alzheimer's disease: protocol and design for the LEAF 2.0 study. BMC Geriatr 2024; 24:289. [PMID: 38539083 PMCID: PMC10976670 DOI: 10.1186/s12877-024-04817-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 02/16/2024] [Indexed: 04/01/2024] Open
Abstract
BACKGROUND Caring for a loved one with Alzheimer's disease can be stressful, resulting in poorer emotional and physical health among family caregivers. Although supportive resources for caregivers are available, distance, caregiver health, and the daily demands of caregiving are barriers to access. Based on research demonstrating the importance of positive emotions in coping with stress, our previous trial showed that dementia caregivers who participated in facilitated, web-based delivery of a positive emotion regulation intervention called LEAF (Life Enhancing Activities for Family caregivers) experienced increased positive emotion and decreased depression and anxiety. Building on this evidence, the LEAF 2.0 study aims to test whether web-based, self-guided delivery can confer similar benefits for caregivers of individuals with Alzheimer's disease. METHODS This paper presents the design and methods for LEAF 2.0, a 3-arm web-based randomized controlled trial (N = 500) in which family caregivers of patients with Alzheimer's disease (AD) are randomized to (1) the LEAF intervention facilitated remotely via the web (N = 200), (2) the LEAF intervention self-guided online (N = 200), or (3) an emotion reporting control (N = 100), which then crosses over to the intervention after approximately 6 months, half to the facilitated arm and half to the self-guided arm. We aim to (1) compare the effect of the facilitated and self-guided LEAF positive emotion interventions to an emotion reporting control condition on AD caregiver well-being (positive emotion, depression, anxiety, and perceived stress) and secondary outcomes (caregiving burden, caregiving self-efficacy, positive aspects of caregiving, quality of care, and AD patient quality of life); (2) assess whether effects are mediated by improvements in positive emotion or other aspects of caregiver well-being; and (3) test whether caregiver age or gender or the care recipient's dementia severity moderates the effects of the intervention. DISCUSSION If demonstrated to be effective, LEAF can be widely disseminated and ultimately have a significant impact on the stress experienced by AD caregivers and the well-being of people living with Alzheimer's disease. TRIAL REGISTRATION ClinicalTrials.gov NCT03610698.
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Affiliation(s)
- Caroline A Leong
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois USA, USA.
| | - Amanda Summers
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois USA, USA
| | - Veronika Grote
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois USA, USA
| | - Kathryn Jackson
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois USA, USA
| | | | | | - Paul Cotten
- Unversity of California, San Francisco, CA, USA
| | | | | | - Elizabeth L Addington
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois USA, USA
| | - Judith T Moskowitz
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois USA, USA
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Freedman ME, Weber KM, Yohannes T, Cohen MH, Moskowitz JT. A web-based positive-affect intervention to reduce stress and improve well-being in women living with HIV - feasibility and acceptability of a single-arm, pilot study. AIDS Care 2024; 36:115-121. [PMID: 37311108 PMCID: PMC10716357 DOI: 10.1080/09540121.2023.2221423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 05/30/2023] [Indexed: 06/15/2023]
Abstract
Women living with HIV (WLWH) experience high rates of depression but are underrepresented in mental health research. Positive emotions are associated with beneficial health outcomes in WLWH and should be a targeted component of psychological interventions in this population. Positive psychological interventions aim to increase positive emotions through the use of simple exercises, such as keeping a gratitude journal. We conducted a single-arm feasibility/acceptability study of a five-week, self-guided, web-based positive affect skills intervention in a sample of WLWH (N = 23) who also participate in a longitudinal observational study, the Women's Interagency HIV Study. The intervention was feasible as measured by home practice and post-intervention assessment completion, and acceptable as measured by exit interview feedback regarding recommendation of the program to friends or others living with HIV. On average, participants completed home practice for about 8 out of 9 skills. The mean response for recommendation of the program to a friend was 9.26/10 (SD = 1.63) and the mean response for recommendation of the program to others living with HIV was 9.68/10 (SD = 0.82). Participant feedback will be used to adapt and enhance the delivery of this intervention. Further studies are needed to assess efficacy and impact on psychological outcomes.
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Affiliation(s)
- Melanie E. Freedman
- Department of Medical Social Sciences, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Kathleen M. Weber
- Cook County Health and Hektoen Institute of Medicine, Chicago, IL, USA
| | - Tsion Yohannes
- Cook County Health and Hektoen Institute of Medicine, Chicago, IL, USA
| | - Mardge H. Cohen
- Department of Medicine, Stroger Hospital of Cook County Health System, Chicago IL, USA
| | - Judith T. Moskowitz
- Department of Medical Social Sciences, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
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Williams NJ, Cardamone NC, Beidas RS, Marcus SC. Calculating power for multilevel implementation trials in mental health: Meaningful effect sizes, intraclass correlation coefficients, and proportions of variance explained by covariates. IMPLEMENTATION RESEARCH AND PRACTICE 2024; 5:26334895241279153. [PMID: 39346518 PMCID: PMC11437582 DOI: 10.1177/26334895241279153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/01/2024] Open
Abstract
Background Despite the ubiquity of multilevel sampling, design, and analysis in mental health implementation trials, few resources are available that provide reference values of design parameters (e.g., effect size, intraclass correlation coefficient [ICC], and proportion of variance explained by covariates [covariate R 2]) needed to accurately determine sample size. The aim of this study was to provide empirical reference values for these parameters by aggregating data on implementation and clinical outcomes from multilevel implementation trials, including cluster randomized trials and individually randomized repeated measures trials, in mental health. The compendium of design parameters presented here represents plausible values that implementation scientists can use to guide sample size calculations for future trials. Method We searched NIH RePORTER for all federally funded, multilevel implementation trials addressing mental health populations and settings from 2010 to 2020. For all continuous and binary implementation and clinical outcomes included in eligible trials, we generated values of effect size, ICC, and covariate R2 at each level via secondary analysis of trial data or via extraction of estimates from analyses in published research reports. Effect sizes were calculated as Cohen d; ICCs were generated via one-way random effects ANOVAs; covariate R2 estimates were calculated using the reduction in variance approach. Results Seventeen trials were eligible, reporting on 53 implementation and clinical outcomes and 81 contrasts between implementation conditions. Tables of effect size, ICC, and covariate R2 are provided to guide implementation researchers in power analyses for designing multilevel implementation trials in mental health settings, including two- and three-level cluster randomized designs and unit-randomized repeated-measures designs. Conclusions Researchers can use the empirical reference values reported in this study to develop meaningful sample size determinations for multilevel implementation trials in mental health. Discussion focuses on the application of the reference values reported in this study.
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Affiliation(s)
- Nathaniel J. Williams
- Institute for the Study of Behavioral Health and Addiction, Boise State University, Boise, ID, USA
- School of Social Work, Boise State University, Boise, ID, USA
| | | | - Rinad S. Beidas
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Steven C. Marcus
- School of Social Policy and Practice, University of Pennsylvania, Philadelphia, PA, USA
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Jelinek L, Schröder J, Bücker L, Miegel F, Baumeister A, Moritz S, Sibilis A, Schultz J. Improving adherence to unguided Internet-based therapy for obsessive-compulsive disorder: A randomized controlled trial. J Affect Disord 2023; 338:472-481. [PMID: 37348657 DOI: 10.1016/j.jad.2023.06.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 06/11/2023] [Accepted: 06/19/2023] [Indexed: 06/24/2023]
Abstract
BACKGROUND Adherence to internet-based cognitive-behavioral therapy (iCBT) is often low, possibly reducing its potential. The current study set out to test whether adherence and effects of unguided iCBT for obsessive-compulsive disorder (OCD) could be improved by varying the degree of autonomy in which modules are completed (free choice vs. fixed order). METHODS We randomized 151 individuals with OCD to either an unguided iCBT with a fixed (iCBTfixed) or a free-choice (iCBTfree+) order of the modules. We assessed participants at baseline (t0), eight weeks (t1), and 16 weeks (t2). Primary outcomes were adherence (utilization time, modules completed) and change in OCD severity (Y-BOCS). Secondary outcomes included depression, self-esteem, and treatment satisfaction. We calculated intent-to-treat (ITT) and complete case (CC) analyses. RESULTS Analyses showed that both iCBT programs significantly reduced OCD severity. While groups did not differ on the ITT analyses, for the CC analyses, a greater improvement was found in the iCBTfixed in comparison to the iCBTfree+ group regarding OCD severity and quality of life, with medium effect sizes from t0 to t1 (ηp2 = 0.067-0.077). Time of utilization and number of modules completed did not differ between groups. LIMITATIONS No placebo control group, short follow-up period, self-report assessment. CONCLUSIONS iCBT is effective in improving OCD. Despite similar adherence in the fixed versus the free-choice module order, the study offers tentative evidence that a fixed order of content is associated with better effects. More research on the effects of adherence on outcome is necessary.
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Affiliation(s)
- Lena Jelinek
- Department of Psychotherapy and Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
| | - Johanna Schröder
- Department of Psychotherapy and Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Institute for Clinical Psychology and Psychotherapy, Department of Psychology, Medical School Hamburg, Hamburg, Germany
| | - Lara Bücker
- Department of Psychotherapy and Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Franziska Miegel
- Department of Psychotherapy and Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anna Baumeister
- Department of Psychotherapy and Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Steffen Moritz
- Department of Psychotherapy and Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Arne Sibilis
- Department of Psychotherapy and Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Josephine Schultz
- Department of Psychotherapy and Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Forbes A, Keleher MR, Venditto M, DiBiasi F. Assessing Patient Adherence to and Engagement With Digital Interventions for Depression in Clinical Trials: Systematic Literature Review. J Med Internet Res 2023; 25:e43727. [PMID: 37566447 PMCID: PMC10457707 DOI: 10.2196/43727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 04/24/2023] [Accepted: 06/28/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUND New approaches to the treatment of depression are necessary for patients who do not respond to current treatments or lack access to them because of barriers such as cost, stigma, and provider shortage. Digital interventions for depression are promising; however, low patient engagement could limit their effectiveness. OBJECTIVE This systematic literature review (SLR) assessed how participant adherence to and engagement with digital interventions for depression have been measured in the published literature, what levels of adherence and engagement have been reported, and whether higher adherence and increased engagement are linked to increased efficacy. METHODS We focused on a participant population of adults (aged ≥18 years) with depression or major depressive disorder as the primary diagnosis and included clinical trials, feasibility studies, and pilot studies of digital interventions for treating depression, such as digital therapeutics. We screened 756 unique records from Ovid MEDLINE, Embase, and Cochrane published between January 1, 2000, and April 15, 2022; extracted data from and appraised the 94 studies meeting the inclusion criteria; and performed a primarily descriptive analysis. Otsuka Pharmaceutical Development & Commercialization, Inc (Princeton, New Jersey, United States) funded this study. RESULTS This SLR encompassed results from 20,111 participants in studies using 47 unique web-based interventions (an additional 10 web-based interventions were not described by name), 15 mobile app interventions, 5 app-based interventions that are also accessible via the web, and 1 CD-ROM. Adherence was most often measured as the percentage of participants who completed all available modules. Less than half (44.2%) of the participants completed all the modules; however, the average dose received was 60.7% of the available modules. Although engagement with digital interventions was measured differently in different studies, it was most commonly measured as the number of modules completed, the mean of which was 6.4 (means ranged from 1.0 to 19.7) modules. The mean amount of time participants engaged with the interventions was 3.9 (means ranged from 0.7 to 8.4) hours. Most studies of web-based (34/45, 76%) and app-based (8/9, 89%) interventions found that the intervention group had substantially greater improvement for at least 1 outcome than the control group (eg, care as usual, waitlist, or active control). Of the 14 studies that investigated the relationship between engagement and efficacy, 9 (64%) found that increased engagement with digital interventions was significantly associated with improved participant outcomes. The limitations of this SLR include publication bias, which may overstate engagement and efficacy, and low participant diversity, which reduces the generalizability. CONCLUSIONS Patient adherence to and engagement with digital interventions for depression have been reported in the literature using various metrics. Arriving at more standardized ways of reporting adherence and engagement would enable more effective comparisons across different digital interventions, studies, and populations.
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Affiliation(s)
- Ainslie Forbes
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, NJ, United States
| | | | | | - Faith DiBiasi
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, NJ, United States
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Ong AD, Wilcox KT, Moskowitz JT, Wethington E, Addington EL, Sanni MO, Kim P, Reid MC. Feasibility, Acceptability, and Preliminary Efficacy of a Positive Affect Skills Intervention for Adults With Fibromyalgia. Innov Aging 2023; 7:igad070. [PMID: 38094931 PMCID: PMC10714916 DOI: 10.1093/geroni/igad070] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Indexed: 02/01/2024] Open
Abstract
Background and Objectives To examine the feasibility, acceptability, and preliminary efficacy of a positive affect skills intervention for middle-aged and older adults with fibromyalgia syndrome (FMS). Research Design and Methods Ninety-five participants with FMS aged 50 and older (94% female) were randomized to 1 of 2 conditions: (a) Lessons in Affect Regulation to Keep Stress and Pain UndeR control (LARKSPUR; n = 49) or (b) emotion reporting/control (n = 46). LARKSPUR included 5 weeks of skill training that targeted 8 skills to help foster positive affect, including (a) noticing positive events, (b) savoring positive events, (c) identifying personal strengths, (d) behavioral activation to set and work toward attainable goals, (e) mindfulness, (f) positive reappraisal, (g) gratitude, and (h) acts of kindness. Outcome data were collected via online surveys at baseline, postintervention, and 1-month follow-up. Results Completion rates (88%) and satisfaction ratings (10-point scale) were high (LARKSPUR: M = 9.14, standard deviation (SD) = 1.49; control: M = 8.59, SD = 1.97). Improvements were greater in LARKSPUR participants compared with control participants on measures of positive affect (Cohen's d = 0.19 [0.15, 0.24]), negative affect (Cohen's d = -0.07 [-0.11, -0.02]), and pain catastrophizing (Cohen's d = -0.14 [-0.23, -0.05]). Improvements in positive affect (Cohen's d = 0.17 [0.13, 0.22]) and negative affect (Cohen's d = -0.11 [-0.15, -0.06]) were maintained at 1-month follow-up. Dose-response analyses indicated that intervention engagement significantly predicted pre-to-post and post-to-follow-up reductions in pain catastrophizing. Discussion and Implications The current preliminary findings add to existing literature and highlight the specific potential of internet-delivered positive affect skills programs for adults with FMS. Clinical Trial Registration NCT04869345.
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Affiliation(s)
- Anthony D Ong
- Department of Psychology, Cornell University, Ithaca, New York, USA
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medical College, New York City, New York, USA
| | | | - Judith T Moskowitz
- Department of Medical Social Sciences, Northwestern Feinberg School of Medicine, Chicago, Illinois, USA
| | - Elaine Wethington
- Department of Psychology, Cornell University, Ithaca, New York, USA
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medical College, New York City, New York, USA
| | - Elizabeth L Addington
- Department of Medical Social Sciences, Northwestern Feinberg School of Medicine, Chicago, Illinois, USA
| | - Mubarak O Sanni
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medical College, New York City, New York, USA
| | - Patricia Kim
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medical College, New York City, New York, USA
| | - M Cary Reid
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medical College, New York City, New York, USA
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Hornstein S, Zantvoort K, Lueken U, Funk B, Hilbert K. Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms. Front Digit Health 2023; 5:1170002. [PMID: 37283721 PMCID: PMC10239832 DOI: 10.3389/fdgth.2023.1170002] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 05/05/2023] [Indexed: 06/08/2023] Open
Abstract
Introduction Personalization is a much-discussed approach to improve adherence and outcomes for Digital Mental Health interventions (DMHIs). Yet, major questions remain open, such as (1) what personalization is, (2) how prevalent it is in practice, and (3) what benefits it truly has. Methods We address this gap by performing a systematic literature review identifying all empirical studies on DMHIs targeting depressive symptoms in adults from 2015 to September 2022. The search in Pubmed, SCOPUS and Psycinfo led to the inclusion of 138 articles, describing 94 distinct DMHIs provided to an overall sample of approximately 24,300 individuals. Results Our investigation results in the conceptualization of personalization as purposefully designed variation between individuals in an intervention's therapeutic elements or its structure. We propose to further differentiate personalization by what is personalized (i.e., intervention content, content order, level of guidance or communication) and the underlying mechanism [i.e., user choice, provider choice, decision rules, and machine-learning (ML) based approaches]. Applying this concept, we identified personalization in 66% of the interventions for depressive symptoms, with personalized intervention content (32% of interventions) and communication with the user (30%) being particularly popular. Personalization via decision rules (48%) and user choice (36%) were the most used mechanisms, while the utilization of ML was rare (3%). Two-thirds of personalized interventions only tailored one dimension of the intervention. Discussion We conclude that future interventions could provide even more personalized experiences and especially benefit from using ML models. Finally, empirical evidence for personalization was scarce and inconclusive, making further evidence for the benefits of personalization highly needed. Systematic Review Registration Identifier: CRD42022357408.
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Affiliation(s)
- Silvan Hornstein
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Kirsten Zantvoort
- Institute of Information Systems, Leuphana University, Lueneburg, Germany
| | - Ulrike Lueken
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Burkhardt Funk
- Institute of Information Systems, Leuphana University, Lueneburg, Germany
| | - Kevin Hilbert
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
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Moskowitz JT, Jackson K, Freedman ME, Grote VE, Kwok I, Schuette SA, Cheung EO, Addington EL. Positive Psychological Intervention Effects on Depression: Positive Emotion Does Not Mediate Intervention Impact in a Sample with Elevated Depressive Symptoms. AFFECTIVE SCIENCE 2023; 4:163-173. [PMID: 37070017 PMCID: PMC10104977 DOI: 10.1007/s42761-022-00140-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 06/28/2022] [Indexed: 11/07/2022]
Abstract
Positive psychological interventions (PPIs), programs that specifically target positive emotions, cognitions, and behaviors, have been shown to reduce depression and improve other aspects of psychological well-being. However, potential pathways linking PPIs to better outcomes have been under-explored. In this paper, we report the results of a randomized trial of a self-guided online delivered PPI called MARIGOLD (Mobile Affect Regulation Intervention with the Goal of Lowering Depression). Participants with elevated depression were randomized to receive MARIGOLD (n = 539) or an emotion reporting control condition (n = 63). In addition to testing direct effects of the intervention on depressive symptoms, we explored whether positive or negative emotion-operationalized as past day, past week, reactivity, or flexibility-mediated the intervention impact on depression. Results demonstrated that participants in the MARIGOLD condition had reduced depressive symptoms compared to controls and, although the effect did not reach statistical significance, reductions in past day negative emotion appeared to mediate this effect. Contrary to hypotheses, the intervention did not increase positive emotion compared to the control condition. Discussion focuses on the need for future studies to continue investigating the mechanisms of action for PPIs with emphasis on theoretically-based measurement and operationalization of emotion and other potential mediators to maximize the ultimate impact of PPIs on psychological well-being. Clinical Trials registration #NCT02861755.
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Affiliation(s)
- Judith T. Moskowitz
- Department of Medical Social Sciences, School of Medicine, Northwestern University Feinberg, Chicago, IL USA
| | - K. Jackson
- Department of Medical Social Sciences, School of Medicine, Northwestern University Feinberg, Chicago, IL USA
| | - M. E. Freedman
- Department of Psychiatry, School of Medicine, Northwestern University Feinberg, Chicago, IL USA
| | - V. E. Grote
- Department of Medical Social Sciences, School of Medicine, Northwestern University Feinberg, Chicago, IL USA
| | - I. Kwok
- Department of Psychiatry, School of Medicine, Northwestern University Feinberg, Chicago, IL USA
| | - S. A. Schuette
- Department of Psychology and Neuroscience, Duke University, Durham, NC USA
| | - E. O. Cheung
- Department of Medical Social Sciences, School of Medicine, Northwestern University Feinberg, Chicago, IL USA
| | - E. L. Addington
- Department of Medical Social Sciences, School of Medicine, Northwestern University Feinberg, Chicago, IL USA
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11
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Addington EL, Cummings P, Jackson K, Yang D, Moskowitz JT. Exploring Retention, Usage, and Efficacy of Web-Based Delivery of Positive Emotion Regulation Skills During the COVID-19 Pandemic. AFFECTIVE SCIENCE 2023; 4:118-130. [PMID: 36211530 PMCID: PMC9530434 DOI: 10.1007/s42761-022-00135-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 06/16/2022] [Indexed: 11/03/2022]
Abstract
COVID-19 prompted distress and increased reliance on digital mental health interventions, which previously demonstrated low rates of retention and adherence. This single-arm trial evaluated whether self-guided, web-based, positive affect regulation skills (PARK) were engaging and associated with changes in well-being during the pandemic. Over 6 weeks, PARK delivers brief lessons and practices in skills designed to increase positive emotions: noticing positive events, savoring, gratitude, mindfulness, positive reappraisal, personal strengths, and self-compassion. Patient-Reported Outcome Measurement Information System (PROMIS) computer adaptive tests of anxiety, depression, social isolation, positive affect, and meaning and purpose were administered at baseline, post-intervention, and 6 months after baseline. Retention and usage of PARK were measured by the web-based assessment and intervention platforms. The sample (n = 616) was predominantly female, non-Hispanic, white, and well-educated. Of those who completed baseline, only 42% completed a follow-up assessment; 30% never logged into PARK. Among those who did, 86% used at least one skill, but only 14% completed PARK. Across retention and usage metrics, older age predicted more engagement. In multivariable models, people of color and people with greater baseline anxiety were more likely to complete PARK. All well-being indicators improved over time, with greater improvements in anxiety and social isolation among participants who accessed at least one PARK skill compared to those who did not. Retention and usage rates mirrored pre-pandemic trends, but within this select sample, predictors of engagement differed from prior research. Findings underscore the need for additional efforts to ensure equitable access to digital mental health interventions and research. Trials registration: NCT04367922.
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Affiliation(s)
- Elizabeth L. Addington
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL USA
| | - Peter Cummings
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL USA
| | - Kathryn Jackson
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL USA
| | | | - Judith T. Moskowitz
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL USA
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12
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Antoniou R, Toli DG, Lerner H, Callahan P, Coble R, Ortiz B, Sideman AB, Shdo SM, Levenson RW, Ferreira N, Moskowitz JT, Rankin KP. A mindfulness-based intervention adapted to dementia caregivers: A study protocol for a randomized clinical control trial. Front Psychol 2022; 13:1062452. [PMID: 36605275 PMCID: PMC9808397 DOI: 10.3389/fpsyg.2022.1062452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 11/28/2022] [Indexed: 12/24/2022] Open
Abstract
Dementia caregiving, besides encompassing various challenges in tandem to the diagnosis of the care recipient, is associated with decreased psychological well-being and mental health. Accordingly, caregivers' wellbeing has an impact on the quality of care they provide and on the relationship quality with the person in their care. The aim of the present study is to examine the effectiveness of a mindfulness-based intervention on relational and psychological wellbeing, tailored to the needs of dementia caregivers. This clinical trial (NCT04977245) will apply a randomized controlled mixed method design. Caregivers will be randomly allocated to either the mindfulness intervention or the active control group. The intervention arm is based on experiential learning and is targeted to promote caregivers' well-being and empowerment. Assessments will include, standardized self-report questionnaires, task performance measures, and qualitative measures. All assessments will be held at three time points (baseline; t0, 0 months, post-intervention; t1, 2 months, and after maintenance; t2, 3 months) focused on three core domains (1. relational well-being, 2. psychological well-being, and 3. dementia patient's lifestyle/activities). The primary outcome will be relational well-being, and data will be analyzed using linear mixed modelling.
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Affiliation(s)
- Rea Antoniou
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, CA, United States,*Correspondence: Rea Antoniou,
| | - Despoina Georgakopoulou Toli
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, CA, United States
| | - Hannah Lerner
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, CA, United States
| | - Patrick Callahan
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, CA, United States
| | - Roger Coble
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, CA, United States
| | - Bailey Ortiz
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, CA, United States
| | - Alissa Bernstein Sideman
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, CA, United States,Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, CA, United States,Department of Humanities & Social Sciences, University of California San Francisco, San Francisco, CA, United States,Global Brain Health Institute, University of California San Francisco, San Francisco, CA, United States
| | - Suzanne M. Shdo
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, CA, United States,Department of Psychology, University of California Berkeley, Berkeley, CA, United States
| | - Robert W. Levenson
- Department of Psychology, University of California Berkeley, Berkeley, CA, United States
| | - Nuno Ferreira
- Department of Social Sciences, School of Humanities and Social Sciences, University of Nicosia, Nicosia, Cyprus
| | - Judith T Moskowitz
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Katherine P. Rankin
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, CA, United States
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13
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Ong AD, Moskowitz JT, Wethington E, Addington EL, Sanni M, Goktas S, Sluys E, Swong S, Kim P, Reid MC. Lessons in Affect Regulation to Keep Stress and Pain UndeR control (LARKSPUR): Design of a randomized controlled trial to increase positive affect in middle-aged and older adults with fibromyalgia. Contemp Clin Trials 2022; 120:106880. [PMID: 35964867 PMCID: PMC9752979 DOI: 10.1016/j.cct.2022.106880] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 08/04/2022] [Accepted: 08/06/2022] [Indexed: 11/03/2022]
Abstract
BACKGROUND Fibromyalgia syndrome (FMS) is a leading cause of functional limitations and disability for which there is no cure. Positive psychological interventions for improving health have received increasing attention, but evidence of the feasibility, acceptability, and impact of such interventions in adult populations with FMS is limited. OBJECTIVES To describe the rationale and design of a 5-week, online positive affect skills intervention, LARKSPUR: Lessons in Affect Regulation to Keep Stress and Pain UndeR control. METHODS FMS participants (N = 90) will be randomized to one of two conditions: (1) LARKSPUR or (2) emotion reporting/attention control. LARKSPUR is an online multicomponent intervention that targets eight skills to help foster positive affect: (1) noticing positive events, (2) savoring positive events, (3) identifying personal strengths, (4) behavioral activation to set and work toward attainable goals, (5) mindfulness, (6) positive reappraisal, (7) gratitude, and (8) acts of kindness. The primary outcomes include feasibility (i.e., recruitment, retention, adherence) and acceptability (i.e., helpfulness, usability, satisfaction). Secondary outcomes include pain intensity and pain interference. SIGNIFICANCE If feasibility and acceptability metrics are met and reductions in pain outcomes are achieved, we will undertake future efficacy and effectiveness trials of LARKSPUR among older adults with FMS. TRIAL REGISTRATION NCT04869345.
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Affiliation(s)
- Anthony D Ong
- Department of Psychology, Cornell University, USA; Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, USA.
| | - Judith T Moskowitz
- Department of Medical Social Sciences, Northwestern Feinberg School of Medicine, USA
| | - Elaine Wethington
- Department of Psychology, Cornell University, USA; Department of Sociology, Cornell University, USA; Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, USA
| | - Elizabeth L Addington
- Department of Medical Social Sciences, Northwestern Feinberg School of Medicine, USA
| | - Mubarak Sanni
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, USA
| | - Selin Goktas
- Department of Psychology, Cornell University, USA
| | - Erica Sluys
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, USA
| | - Sarah Swong
- Grossman School of Medicine, New York University, USA
| | - Patricia Kim
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, USA
| | - M Carrington Reid
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, USA
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14
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McLaughlin KA, Rosen ML, Kasparek SW, Rodman AM. Stress-related psychopathology during the COVID-19 pandemic. Behav Res Ther 2022; 154:104121. [PMID: 35642991 PMCID: PMC9110305 DOI: 10.1016/j.brat.2022.104121] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 04/29/2022] [Accepted: 05/13/2022] [Indexed: 02/06/2023]
Abstract
The COVID-19 pandemic has introduced widespread societal changes that have required ongoing adaptation. Unsurprisingly, stress-related psychopathology has increased during the pandemic, in both children and adults. We review these patterns through the lens of several leading conceptual models of the link between stress and psychopathology. Some of these models focus on characteristics of environmental stressors-including cumulative risk, specific stressor types, and stress sensitization approaches. Understanding the specific aspects of environmental stressors that are most likely to lead to psychopathology can shed light on who may be in most need of clinical intervention. Other models center on factors that can buffer against the onset of psychopathology following stress and the mechanisms through which stressors contribute to emergent psychopathology. These models highlight specific psychosocial processes that may be most usefully targeted by interventions to reduce stress-related psychopathology. We review evidence for each of these stress models in the context of other widescale community-level disruptions, like natural disasters and terrorist attacks, alongside emerging evidence for these stress pathways from the COVID-19 pandemic. We discuss clinical implications for developing interventions to reduce stress-related psychopathology during the pandemic, with a focus on brief, digital interventions that may be more accessible than traditional clinical services.
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Affiliation(s)
| | - Maya L Rosen
- Department of Psychology, Harvard University, USA
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15
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Bossarte RM, Kessler RC, Nierenberg AA, Chattopadhyay A, Cuijpers P, Enrique A, Foxworth PM, Gildea SM, Belnap BH, Haut MW, Law KB, Lewis WD, Liu H, Luedtke AR, Pigeon WR, Rhodes LA, Richards D, Rollman BL, Sampson NA, Stokes CM, Torous J, Webb TD, Zubizarreta JR. The Appalachia Mind Health Initiative (AMHI): a pragmatic randomized clinical trial of adjunctive internet-based cognitive behavior therapy for treating major depressive disorder among primary care patients. Trials 2022; 23:520. [PMID: 35725644 PMCID: PMC9207842 DOI: 10.1186/s13063-022-06438-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 05/29/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Major depressive disorder (MDD) is a leading cause of disease morbidity. Combined treatment with antidepressant medication (ADM) plus psychotherapy yields a much higher MDD remission rate than ADM only. But 77% of US MDD patients are nonetheless treated with ADM only despite strong patient preferences for psychotherapy. This mismatch is due at least in part to a combination of cost considerations and limited availability of psychotherapists, although stigma and reluctance of PCPs to refer patients for psychotherapy are also involved. Internet-based cognitive behaviorial therapy (i-CBT) addresses all of these problems. METHODS Enrolled patients (n = 3360) will be those who are beginning ADM-only treatment of MDD in primary care facilities throughout West Virginia, one of the poorest and most rural states in the country. Participating treatment providers and study staff at West Virginia University School of Medicine (WVU) will recruit patients and, after obtaining informed consent, administer a baseline self-report questionnaire (SRQ) and then randomize patients to 1 of 3 treatment arms with equal allocation: ADM only, ADM + self-guided i-CBT, and ADM + guided i-CBT. Follow-up SRQs will be administered 2, 4, 8, 13, 16, 26, 39, and 52 weeks after randomization. The trial has two primary objectives: to evaluate aggregate comparative treatment effects across the 3 arms and to estimate heterogeneity of treatment effects (HTE). The primary outcome will be episode remission based on a modified version of the patient-centered Remission from Depression Questionnaire (RDQ). The sample was powered to detect predictors of HTE that would increase the proportional remission rate by 20% by optimally assigning individuals as opposed to randomly assigning them into three treatment groups of equal size. Aggregate comparative treatment effects will be estimated using intent-to-treat analysis methods. Cumulative inverse probability weights will be used to deal with loss to follow-up. A wide range of self-report predictors of MDD heterogeneity of treatment effects based on previous studies will be included in the baseline SRQ. A state-of-the-art ensemble machine learning method will be used to estimate HTE. DISCUSSION The study is innovative in using a rich baseline assessment and in having a sample large enough to carry out a well-powered analysis of heterogeneity of treatment effects. We anticipate finding that self-guided and guided i-CBT will both improve outcomes compared to ADM only. We also anticipate finding that the comparative advantages of adding i-CBT to ADM will vary significantly across patients. We hope to develop a stable individualized treatment rule that will allow patients and treatment providers to improve aggregate treatment outcomes by deciding collaboratively when ADM treatment should be augmented with i-CBT. TRIAL REGISTRATION ClinicalTrials.gov NCT04120285 . Registered on October 19, 2019.
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Affiliation(s)
- Robert M Bossarte
- Department of Psychiatry and Behavioral Neuroscience, University of South Florida, 3515 E. Fletcher Ave, FL, 33613, Tampa, USA.
| | - Ronald C Kessler
- Department of Healthcare Policy, Harvard Medical School, Boston, MA, USA
| | - Andrew A Nierenberg
- The Dauten Family Center for Bipolar Treatment Innovation, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Van der Boechorststraat 7-9, Amsterdam, 1081 BT, The Netherlands
| | - Angel Enrique
- E-mental Health Research Group, School of Psychology, University of Dublin, Trinity College Dublin and Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland
| | | | - Sarah M Gildea
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Bea Herbeck Belnap
- Center for Behavioral Health, Media, and Technology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Marc W Haut
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Morgantown, WV, USA
- Department of Neurology, West Virginia University School of Medicine, Morgantown, WV, USA
- Department of Radiology, West Virginia University School of Medicine, Morgantown, WV, USA
| | - Kari B Law
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Morgantown, WV, USA
| | - William D Lewis
- Department of Family Medicine, West Virginia University School of Medicine and West Virginia University Clinical and Translational Science Institute, Morgantown, WV, USA
| | - Howard Liu
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
- Center of Excellence for Suicide Prevention, Canandaigua VA Medical Center, Canandaigua, NY, USA
| | - Alexander R Luedtke
- Department of Statistics, University of Washington and Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Wilfred R Pigeon
- Center of Excellence for Suicide Prevention, Canandaigua VA Medical Center, Canandaigua, NY, USA
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, 14642, USA
| | - Larry A Rhodes
- Department of Pediatrics, West Virginia University School of Medicine and West Virginia University Institute for Community and Rural Health, Morgantown, WV, USA
| | - Derek Richards
- E-mental Health Research Group, School of Psychology, University of Dublin, Trinity College Dublin and Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland
| | - Bruce L Rollman
- Center for Behavioral Health, Media, and Technology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Nancy A Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Cara M Stokes
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Morgantown, WV, USA
- West Virginia University Injury Control Research Center, Morgantown, WV, USA
| | - John Torous
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Tyler D Webb
- Department of Psychiatry and Behavioral Neuroscience, University of South Florida, 3515 E. Fletcher Ave, FL, 33613, Tampa, USA
| | - Jose R Zubizarreta
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
- Department of Statistics, Harvard University, Cambridge, MA, USA
- Department of Biostatistics, Harvard University, Cambridge, MA, USA
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16
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Leong QY, Sridhar S, Blasiak A, Tadeo X, Yeo G, Remus A, Ho D. Characteristics of Mobile Health Platforms for Depression and Anxiety: Content Analysis Through a Systematic Review of the Literature and Systematic Search of Two App Stores. J Med Internet Res 2022; 24:e27388. [PMID: 35119370 PMCID: PMC8857696 DOI: 10.2196/27388] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 06/05/2021] [Accepted: 11/08/2021] [Indexed: 12/20/2022] Open
Abstract
Background Mobile health (mHealth) platforms show promise in the management of mental health conditions such as anxiety and depression. This has resulted in an abundance of mHealth platforms available for research or commercial use. Objective The objective of this review is to characterize the current state of mHealth platforms designed for anxiety or depression that are available for research, commercial use, or both. Methods A systematic review was conducted using a two-pronged approach: searching relevant literature with prespecified search terms to identify platforms in published research and simultaneously searching 2 major app stores—Google Play Store and Apple App Store—to identify commercially available platforms. Key characteristics of the mHealth platforms were synthesized, such as platform name, targeted condition, targeted group, purpose, technology type, intervention type, commercial availability, and regulatory information. Results The literature and app store searches yielded 169 and 179 mHealth platforms, respectively. Most platforms developed for research purposes were designed for depression (116/169, 68.6%), whereas the app store search reported a higher number of platforms developed for anxiety (Android: 58/179, 32.4%; iOS: 27/179, 15.1%). The most common purpose of platforms in both searches was treatment (literature search: 122/169, 72.2%; app store search: 129/179, 72.1%). With regard to the types of intervention, cognitive behavioral therapy and referral to care or counseling emerged as the most popular options offered by the platforms identified in the literature and app store searches, respectively. Most platforms from both searches did not have a specific target age group. In addition, most platforms found in app stores lacked clinical and real-world evidence, and a small number of platforms found in the published research were available commercially. Conclusions A considerable number of mHealth platforms designed for anxiety or depression are available for research, commercial use, or both. The characteristics of these mHealth platforms greatly vary. Future efforts should focus on assessing the quality—utility, safety, and effectiveness—of the existing platforms and providing developers, from both commercial and research sectors, a reporting guideline for their platform description and a regulatory framework to facilitate the development, validation, and deployment of effective mHealth platforms.
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Affiliation(s)
- Qiao Ying Leong
- N.1 Institute for Health, National University of Singapore, Singapore, Singapore.,The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Shreya Sridhar
- N.1 Institute for Health, National University of Singapore, Singapore, Singapore
| | - Agata Blasiak
- N.1 Institute for Health, National University of Singapore, Singapore, Singapore.,The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Department of Biomedical Engineering, NUS Engineering, National University of Singapore, Singapore, Singapore.,Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Xavier Tadeo
- N.1 Institute for Health, National University of Singapore, Singapore, Singapore.,The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - GeckHong Yeo
- N.1 Institute for Health, National University of Singapore, Singapore, Singapore.,The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Alexandria Remus
- N.1 Institute for Health, National University of Singapore, Singapore, Singapore.,The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Department of Biomedical Engineering, NUS Engineering, National University of Singapore, Singapore, Singapore
| | - Dean Ho
- N.1 Institute for Health, National University of Singapore, Singapore, Singapore.,The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Department of Biomedical Engineering, NUS Engineering, National University of Singapore, Singapore, Singapore.,Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Health District @ Queenstown, Singapore, Singapore
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17
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Bannon J, Evans CT, Freedman M, Lee C, Vu TH, Wallia A, Wilkins JT, Moskowitz JT, Hirschhorn LR. Psychological wellbeing and the association with burnout in a cohort of healthcare workers during the COVID-19 pandemic. FRONTIERS IN HEALTH SERVICES 2022; 2:994474. [PMID: 36925776 PMCID: PMC10012723 DOI: 10.3389/frhs.2022.994474] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 09/27/2022] [Indexed: 03/18/2023]
Abstract
Burnout, depression, and anxiety are prevalent among healthcare workers (HCWs) during the COVID-19 pandemic and have been previously shown to contribute to poor health outcomes and reduced quality of care. Positive psychological constructs such as positive affect and meaning and purpose are related to resilience in the face of significant stress. No studies have examined these associations among a cohort of HCWs during this pandemic. The purpose of this study was to examine the association of depression, anxiety, positive affect, and meaning and purpose with burnout among HCWs during the COVID-19 pandemic. We utilized data from a cross-sectional survey conducted between September 29-December 8, 2021, among a cohort of 2,411 HCWs from a large, tertiary academic health care system in the Chicago area. We employed the Patient-Reported Outcomes Measurement Information System (PROMIS) measures for depression, anxiety, positive affect, and meaning and purpose and burnout was measured by the Oldenburg Burnout Inventory (OLBI). The majority (80.88%) of HCWs in this study identified as White, Non-Hispanic race/ethnicity, female sex (82.37%), and roughly one third were between ages 30-39 years old (30.98%). Registered nurses (26.96%) accounted for the largest single occupation group. The mean burnout score was 36.87 (SD = 7.65), with 53.38% of participants classified as having burnout, and registered nurses demonstrating the highest proportions of burnout (63.54%). Higher depression (coef = 0.15, SE = 0.03, p < 0.001) and anxiety (coef = 0.25, SE = 0.02, p < 0.001) scores were associated with higher burnout in multivariable linear regression models. Increased positive affect (coef= -0.19, SE= 0.02, p < 0.001) and meaning and purpose (coef= -0.12, SE= 0.01, p < 0.001) scores were significantly associated with reduced burnout. Positive affect and meaning and purpose were inversely associated with burnout among a cohort of HCWs during the COVID-19 pandemic. Previous studies of positive affect and meaning and purpose suggest the potential buffering effect that these indices may have on burnout. Future research is needed to examine the effect of positive affect and meaning and purpose on mitigating the negative impacts of burnout, depression, and anxiety among HCWs as they cope with the stress of the COVID-19 pandemic and beyond.
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Affiliation(s)
- Jacqueline Bannon
- Department of General Medicine, Northwestern Memorial Hospital, Chicago, IL, United States
| | - Charlesnika T Evans
- Center for Health Services and Outcomes Research, Feinberg School of Medicine, Institute for Public Health and Medicine, Northwestern University, Chicago, IL, United States.,Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.,Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare, Edward Hines, Jr. VA Hospital, Hines, IL, United States
| | - Melanie Freedman
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Cerina Lee
- Institute for Public Health and Medicine, Center for Education in Health Sciences, Northwestern University, Chicago, IL, United States
| | - Thanh Huyen Vu
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Amisha Wallia
- Center for Health Services and Outcomes Research, Feinberg School of Medicine, Institute for Public Health and Medicine, Northwestern University, Chicago, IL, United States.,Department of Medicine, Division of Endocrinology, Metabolism, and Molecular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - John T Wilkins
- Center for Health Services and Outcomes Research, Feinberg School of Medicine, Institute for Public Health and Medicine, Northwestern University, Chicago, IL, United States.,Department of Medicine, Division of Cardiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Judith T Moskowitz
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Lisa R Hirschhorn
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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18
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Jadhakhan F, Blake H, Hett D, Marwaha S. Efficacy of digital technologies aimed at enhancing emotion regulation skills: Literature review. Front Psychiatry 2022; 13:809332. [PMID: 36159937 PMCID: PMC9489858 DOI: 10.3389/fpsyt.2022.809332] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 08/19/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The impact of emotion regulation (ER) interventions on mental health and wellbeing has been extensively documented in the literature, although only recently have digital technologies been incorporated in intervention design. The aim of this review is to explore available published literature relating to the efficacy, barriers and facilitators of digital technologies in enhancing emotion/mood regulation skills. METHODS A review of the literature was performed to explore the effectiveness of digital technology in enhancing ER skills. MEDLINE, CINAHL, PsycINFO and Web of Science databases were searched from inception to 31st August 2020. In addition, the first 10 pages of Google Scholar were examined for relevant articles. The following MeSH term and key words were used to identify relevant articles: "emotion regulation OR mood regulation" AND "intervention OR treatment OR program$ OR therap$" AND "digital technologies OR web-based OR mobile application OR App." Reference lists of retrieved papers were hand searched to identify additional publications. Findings were summarized narratively. RESULTS Titles and abstracts were reviewed by one reviewer in two phases, and confirmed by a second reviewer; discrepancies were resolved through discussion. First, the retrieved titles and abstracts were reviewed to identify relevant studies. Full texts of retrieved studies were then read to determine eligibility. The search resulted in 209 studies of which 191 citations were identified as potentially meeting the inclusion criteria. After reviewing the title and abstract of the 191 papers, 33 studies were identified as potentially meeting the inclusion criteria. Following full-text review, 10 studies met the inclusion criteria. Findings indicated the potential effectiveness of online, text-messaging, and smartphone interventions for enhancing ER skills. CONCLUSION There is encouraging evidence that digital technologies may be beneficial for enhancing ER skills and providing personalized care remotely. Digital technologies, particularly the use of smartphones, were instrumental in facilitating assessments and delivering online self-help interventions such as cognitive behavioral therapy. Continued research is required to rigorously evaluate the effectiveness of digital technologies in ER skills and carefully consider risks/benefits while determining how emerging technologies might support the scale-up of ER skills and mental health treatment.
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Affiliation(s)
- Ferozkhan Jadhakhan
- Institute for Mental Health, School of Psychology, College of Life and Environmental Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Holly Blake
- School of Health Sciences, University of Nottingham, Nottingham, United Kingdom.,NIHR Nottingham Biomedical Research Centre, Nottingham, United Kingdom
| | - Danielle Hett
- Institute for Mental Health, School of Psychology, College of Life and Environmental Sciences, University of Birmingham, Birmingham, United Kingdom.,Birmingham and Solihull Mental Health NHS Foundation Trust, Birmingham, United Kingdom
| | - Steven Marwaha
- Institute for Mental Health, School of Psychology, College of Life and Environmental Sciences, University of Birmingham, Birmingham, United Kingdom.,Birmingham and Solihull Mental Health NHS Foundation Trust, Birmingham, United Kingdom
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19
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Moskowitz JT, Addington EL, Shiu E, Bassett SM, Schuette S, Kwok I, Freedman ME, Leykin Y, Saslow LR, Cohn MA, Cheung EO. Facilitator Contact, Discussion Boards, and Virtual Badges as Adherence Enhancements to a Web-Based, Self-guided, Positive Psychological Intervention for Depression: Randomized Controlled Trial. J Med Internet Res 2021; 23:e25922. [PMID: 34550076 PMCID: PMC8495567 DOI: 10.2196/25922] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 04/16/2021] [Accepted: 05/24/2021] [Indexed: 01/26/2023] Open
Abstract
Background Adherence to self-guided interventions tends to be very low, especially in people with depression. Prior studies have demonstrated that enhancements may increase adherence, but little is known about the efficacy of various enhancements in comparison to, or in combination with, one another. Objective The aim of our study is to test whether 3 enhancements—facilitator contact (FC), an online discussion board, and virtual badges (VB)—alone, or in combination, improve adherence to a self-guided, web-based intervention for depression. We also examined whether age, gender, race, ethnicity, comfort with technology, or baseline depression predicted adherence or moderated the effects that each enhancement had on adherence. Methods Participants were recruited through web-based sources and, after completing at least 4 out of 7 daily emotion reports, were sequentially assigned to 1 of 9 conditions—the intervention alone; the intervention plus 1, 2, or all 3 enhancements; or an emotion reporting control condition. The intervention was a positive psychological program consisting of 8 skills that specifically targeted positive emotions, and it was delivered over 5 weeks in a self-guided, web-based format. We operationalized adherence as the number of skills accessed. Results A total of 602 participants were enrolled in this study. Participants accessed, on average, 5.61 (SD 2.76) of 8 skills. The total number of enhancements participants received (0-3) did not predict the number of skills accessed. Participants who were assigned to the VB+FC condition accessed significantly more skills than those in the intervention only conditions. Furthermore, participants in arms that received the combination of both the VB and FC enhancements (VB+FC and VB+FC+online discussion board) accessed a greater number of skills relative to the number of skills accessed by participants who received either VB or FC without the other. Moderation analyses revealed that the receipt of VB (vs no VB) predicted higher adherence among participants with moderately severe depression at baseline. Conclusions The results suggested that the VB+FC combination significantly increased the number of skills accessed in a self-guided, web-based intervention for elevated depression. We have provided suggestions for refinements to these enhancements, which may further improve adherence. Trial Registration ClinicalTrials.gov NCT02861755; http://clinicaltrials.gov/ct2/show/NCT02861755
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Affiliation(s)
- Judith Tedlie Moskowitz
- Department of Medical Social Sciences, Osher Center for Integrative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Elizabeth L Addington
- Department of Medical Social Sciences, Osher Center for Integrative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Eva Shiu
- Department of Obstetrics and Gynecology, Biological Sciences Division, University of Chicago, Chicago, IL, United States
| | - Sarah M Bassett
- Department of Medical Social Sciences, Osher Center for Integrative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Stephanie Schuette
- Department of Psychology and Neuroscience, Duke University, Durham, NC, United States
| | - Ian Kwok
- Department of Psychiatry and Behavioral Sciences, Osher Center for Integrative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Melanie E Freedman
- Department of Psychiatry and Behavioral Sciences, Osher Center for Integrative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Yan Leykin
- Department of Psychology, Palo Alto University, Palo Alto, CA, United States
| | - Laura R Saslow
- Department of Health Behavior and Biological Sciences, University of Michigan School of Nursing, Ann Arbor, MI, United States
| | - Michael A Cohn
- Osher Center for Integrative Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Elaine O Cheung
- Department of Medical Social Sciences, Osher Center for Integrative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
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20
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Cheung EO, Hernandez A, Herold E, Moskowitz JT. Positive Emotion Skills Intervention to Address Burnout in Critical Care Nurses. AACN Adv Crit Care 2021; 31:167-178. [PMID: 32526000 DOI: 10.4037/aacnacc2020287] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Critical care nurses experience high levels of workplace stress, which can lead to burnout. Many medical centers have begun offering wellness programs to address burnout in their nursing staff; however, most of these programs focus on reducing negative states such as stress, depression, and anxiety. A growing body of evidence highlights the unique, independent role of positive emotion in promoting adaptive coping in the face of stress. This article describes a novel approach for preventing burnout in critical care nurses: an intervention that explicitly aims to increase positive emotion by teaching individuals empirically supported skills. This positive emotion skills intervention has been used successfully in other populations and can be tailored for critical care nurses. Also discussed are recommendations for addressing burnout in intensive care unit nurses at both the individual and organizational levels.
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Affiliation(s)
- Elaine O Cheung
- Elaine O. Cheung is Research Assistant Professor, Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine; and Osher Center for Integrative Medicine, Northwestern Medicine, 625 N Michigan Ave, 27th floor, Chicago IL, 60611
| | - Alison Hernandez
- Alison Hernandez is Postdoctoral Fellow, Center for Education in Health Science, Institute of Public Health and Medicine, Northwestern University Feinberg School of Medicine
| | - Emma Herold
- Emma Herold is an undergraduate student, Department of Biology, Duke University, Durham, North Carolina
| | - Judith T Moskowitz
- Judith T. Moskowitz is Professor, Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine; and Director of Research, Osher Center for Integrative Medicine, Northwestern Medicine, Chicago Illinois
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21
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Cheung EO, Kwok I, Ludwig AB, Burton W, Wang X, Basti N, Addington EL, Maletich C, Moskowitz JT. Development of a Positive Psychology Program (LAVENDER) for Preserving Medical Student Well-being: A Single-Arm Pilot Study. Glob Adv Health Med 2021; 10:2164956120988481. [PMID: 33614252 PMCID: PMC7868853 DOI: 10.1177/2164956120988481] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 11/15/2020] [Accepted: 12/23/2020] [Indexed: 12/30/2022] Open
Abstract
Background Mental health tends to worsen over the course of medical school, with steep declines in well-being in students' clerkship year (M3). Positive emotion promotes adaptive coping to stress and may help preserve medical student well-being. Objective This study describes the development of LAVENDER (Leveraging Affect and Valuing Empathy for Nurturing Doctors' Emotional Resilience), a program aimed at increasing positive emotion to preserve well-being in medical students. Methods We conducted a single-arm pilot of LAVENDER, a positive psychology intervention developed for medical students delivered in an interactive classroom format to a cohort of 157 third-year medical students at the Albert Einstein College of Medicine. Our primary outcome was the acceptability of LAVENDER. We also examined preliminary efficacy using measures of emotion, stress and burnout collected at each intervention session. Results LAVENDER showed good acceptability: 76% of participants agreed that the LAVENDER skills were useful and 72% agreed that they would recommend the LAVENDER program to others. Qualitative feedback suggested that medical students enjoyed the program and found the skills to be useful for coping with stress, but also reported the following barriers to engagement: lack of time to practice the skills, resistance to the mandatory nature of the wellness sessions, and difficulty integrating the skills in daily life. We did not find support for the preliminary efficacy of LAVENDER for improving medical student well-being in students' clerkship year. Participants showed decreases in positive emotion and increases in symptoms of burnout over the intervention period (ps < .01). Conclusion The current paper describes the development and a single-arm pilot test of LAVENDER, a positive psychology program tailored for medical students. Although we found preliminary evidence for the acceptability of LAVENDER, we did not find support for the preliminary efficacy. Lessons learned and next steps for the program are discussed.
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Affiliation(s)
- Elaine O Cheung
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Osher Center for Integrative Medicine, Northwestern Medicine, Chicago, Illinois
| | - Ian Kwok
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Allison B Ludwig
- Department of Family and Social Medicine, Albert Einstein College of Medicine, New York City, New York
| | - William Burton
- Department of Family and Social Medicine, Albert Einstein College of Medicine, New York City, New York
| | - Xinzi Wang
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Neha Basti
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Elizabeth L Addington
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Osher Center for Integrative Medicine, Northwestern Medicine, Chicago, Illinois
| | - Carly Maletich
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Judith T Moskowitz
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Osher Center for Integrative Medicine, Northwestern Medicine, Chicago, Illinois
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22
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Carrico AW, Horvath KJ, Grov C, Moskowitz JT, Pahwa S, Pallikkuth S, Hirshfield S. Double Jeopardy: Methamphetamine Use and HIV as Risk Factors for COVID-19. AIDS Behav 2020; 24:3020-3023. [PMID: 32266501 PMCID: PMC7137401 DOI: 10.1007/s10461-020-02854-w] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Adam W Carrico
- University of Miami School of Medicine, Miami, FL, USA.
- University of Miami Department of Public Health Sciences, 1120 NW 14th St., Office 1005, Miami, FL, 33136, USA.
| | - Keith J Horvath
- San Diego State University Department of Psychology, San Diego, CA, USA
| | - Christian Grov
- City University of New York Graduate School of Public Health, New York, NY, USA
| | | | - Savita Pahwa
- University of Miami School of Medicine, Miami, FL, USA
| | | | - Sabina Hirshfield
- State University of New York - Downstate Health Sciences University, New York, NY, USA
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23
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Moskowitz JT, Cheung EO, Freedman M, Fernando C, Zhang MW, Huffman JC, Addington EL. Measuring Positive Emotion Outcomes in Positive Psychology Interventions: A Literature Review. EMOTION REVIEW 2020. [DOI: 10.1177/1754073920950811] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Accumulating evidence for the unique social, behavioral, and physical health benefits of positive emotion and related well-being constructs has led to the development and testing of positive psychological interventions (PPIs) to increase emotional well-being and enhance health promotion and disease prevention. PPIs are specifically aimed at improving emotional well-being and consist of practices such as gratitude, savoring, and acts of kindness. The purpose of this narrative review was to examine the literature on PPIs with a particular focus on positive emotion outcomes. We evaluated the evidence on the effects of PPIs on positive emotion specifically, and discussed the range of evidence regarding the relative responsiveness of emotion measures to PPIs in order to gain a better understanding of the specific emotional pathways through which PPIs influence psychological and physical well-being. We conclude with recommendations for best evaluating effects of PPIs on positive emotion outcomes.
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Affiliation(s)
| | | | | | - Christa Fernando
- Department of Biomedical Sciences, Grand Valley State University, USA
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24
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Gili M, Castro A, García-Palacios A, Garcia-Campayo J, Mayoral-Cleries F, Botella C, Roca M, Barceló-Soler A, Hurtado MM, Navarro M, Villena A, Pérez-Ara MÁ, Riera-Serra P, Baños RM. Efficacy of Three Low-Intensity, Internet-Based Psychological Interventions for the Treatment of Depression in Primary Care: Randomized Controlled Trial. J Med Internet Res 2020; 22:e15845. [PMID: 32501276 PMCID: PMC7305559 DOI: 10.2196/15845] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 12/03/2019] [Accepted: 02/04/2020] [Indexed: 12/12/2022] Open
Abstract
Background Primary care is a major access point for the initial treatment of depression, but the management of these patients is far from optimal. The lack of time in primary care is one of the major difficulties for the delivery of evidence-based psychotherapy. During the last decade, research has focused on the development of brief psychotherapy and cost-effective internet-based interventions mostly based on cognitive behavioral therapy (CBT). Very little research has focused on alternative methods of treatment for depression using CBT. Thus, there is a need for research into other therapeutic approaches. Objective This study aimed to assess the effectiveness of 3 low-intensity, internet-based psychological interventions (healthy lifestyle psychoeducational program [HLP], focused program on positive affect promotion [PAPP], and brief intervention based on mindfulness [MP]) compared with a control condition (improved treatment as usual [iTAU]). Methods A multicenter, 4-arm, parallel randomized controlled trial was conducted between March 2015 and March 2016, with a follow-up of 12 months. In total, 221 adults with mild or moderate major depression were recruited in primary care settings from 3 Spanish regions. Patients were randomly distributed to iTAU (n=57), HLP (n=54), PAPP (n=56), and MP (n=54). All patients received iTAU from their general practitioners. The main outcome was the Spanish version of the Patient Health Questionnaire-9 (PHQ-9) from pretreatment (time 1) to posttreatment (time 2) and up to 6 (time 3) and 12 (time 4) months’ follow-up. Secondary outcomes included the visual analog scale of the EuroQol, the Short-Form Health Survey (SF-12), the Positive and Negative Affect Schedule (PANAS), and the Pemberton Happiness Index (PHI). We conducted regression models to estimate outcome differences along study stages. Results A moderate decrease was detected in PHQ-9 scores from HLP (β=–3.05; P=.01) and MP (β=–3.00; P=.01) compared with iTAU at posttreatment. There were significant differences between all intervention groups and iTAU in physical SF-12 scores at 6 months after treatment. Regarding well-being, MP and PAPP reported better PHI results than iTAU at 6 months post treatment. PAPP intervention significantly decreased PANAS negative affect scores compared with iTAU 12 months after treatment. Conclusions The low-intensity, internet-based psychological interventions (HLP and MP) for the treatment of depression in primary care are more effective than iTAU at posttreatment. Moreover, all low-intensity psychological interventions are also effective in improving medium- and long-term quality of life. PAPP is effective for improving health-related quality of life, negative affect, and well-being in patients with depression. Nevertheless, it is important to examine possible reasons that could be implicated for PAPP not being effective in reducing depressive symptomatology; in addition, more research is still needed to assess the cost-effectiveness analysis of these interventions. Trial Registration ISRCTN Registry ISRCTN82388279; http://www.isrctn.com/ISRCTN82388279 International Registered Report Identifier (IRRID) RR2-10.1186/s12888-015-0475-0
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Affiliation(s)
- Margalida Gili
- Institut Universitari d'Investigació en Ciències de la Salut, University of Balearic Islands, Palma de Mallorca, Spain.,Institut d'Investigació Sanitaria Illes Balears, Palma de Mallorca, Spain.,Primary Care Prevention and Health Promotion Research Network, RedIAPP, Madrid, Spain
| | - Adoración Castro
- Institut Universitari d'Investigació en Ciències de la Salut, University of Balearic Islands, Palma de Mallorca, Spain.,Institut d'Investigació Sanitaria Illes Balears, Palma de Mallorca, Spain
| | - Azucena García-Palacios
- Department of Clinical and Basic Psychology and Biopsychology, Faculty of Health Sciences, Univeristy Jaume I, Castellón, Spain.,Biomedical Research Center Network (CIBER) Physiopathology Obesity and Nutrition (CIBERobn), Carlos III Health Institute, Madrid, Spain
| | - Javier Garcia-Campayo
- Primary Care Prevention and Health Promotion Research Network, RedIAPP, Madrid, Spain.,Departament of Psychiatry, Hospital Miguel Servet, University of Zaragoza, Zaragoza, Spain
| | - Fermin Mayoral-Cleries
- Mental Heath Unit, Hospital Regional of Malaga, Biomedicine Research Institute (IBIMA), Málaga, Spain
| | - Cristina Botella
- Department of Clinical and Basic Psychology and Biopsychology, Faculty of Health Sciences, Univeristy Jaume I, Castellón, Spain.,Biomedical Research Center Network (CIBER) Physiopathology Obesity and Nutrition (CIBERobn), Carlos III Health Institute, Madrid, Spain
| | - Miquel Roca
- Institut Universitari d'Investigació en Ciències de la Salut, University of Balearic Islands, Palma de Mallorca, Spain.,Institut d'Investigació Sanitaria Illes Balears, Palma de Mallorca, Spain.,Primary Care Prevention and Health Promotion Research Network, RedIAPP, Madrid, Spain
| | | | - María M Hurtado
- Mental Heath Unit, Hospital Regional of Malaga, Biomedicine Research Institute (IBIMA), Málaga, Spain
| | - MªTeresa Navarro
- Department of Psychology and Sociology, University of Zaragoza, Zaragoza, Spain
| | - Amelia Villena
- Mental Health Unit of Pozoblaco, Hospital Los Pedroches, Córdoba, Spain
| | - M Ángeles Pérez-Ara
- Institut Universitari d'Investigació en Ciències de la Salut, University of Balearic Islands, Palma de Mallorca, Spain.,Institut d'Investigació Sanitaria Illes Balears, Palma de Mallorca, Spain
| | - Pau Riera-Serra
- Institut Universitari d'Investigació en Ciències de la Salut, University of Balearic Islands, Palma de Mallorca, Spain.,Institut d'Investigació Sanitaria Illes Balears, Palma de Mallorca, Spain
| | - Rosa Mª Baños
- Biomedical Research Center Network (CIBER) Physiopathology Obesity and Nutrition (CIBERobn), Carlos III Health Institute, Madrid, Spain.,Department of Psychological, Personality, Evaluation and Treatment, University of Valencia, Valencia, Spain
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25
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Salsman JM, McLouth LE, Cohn M, Tooze JA, Sorkin M, Moskowitz JT. A Web-Based, Positive Emotion Skills Intervention for Enhancing Posttreatment Psychological Well-Being in Young Adult Cancer Survivors (EMPOWER): Protocol for a Single-Arm Feasibility Trial. JMIR Res Protoc 2020; 9:e17078. [PMID: 32463014 PMCID: PMC7290453 DOI: 10.2196/17078] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 02/10/2020] [Accepted: 02/27/2020] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Adolescent and young adult cancer survivors (AYAs) experience clinically significant distress and have limited access to supportive care services. Interventions to enhance psychological well-being have improved positive affect and reduced depression in clinical and healthy populations but have not been routinely tested in AYAs. OBJECTIVE The aim of this protocol is to (1) test the feasibility and acceptability of a Web-based positive emotion skills intervention for posttreatment AYAs called Enhancing Management of Psychological Outcomes With Emotion Regulation (EMPOWER) and (2) examine proof of concept for reducing psychological distress and enhancing psychological well-being. METHODS The intervention development and testing are taking place in 3 phases. In phase 1, we adapted the content of an existing, Web-based positive emotion intervention so that it would be suitable for AYAs. EMPOWER targets 8 skills (noticing positive events, capitalizing, gratitude, mindfulness, positive reappraisal, goal setting, personal strengths, and acts of kindness) and is delivered remotely as a 5-week, Web-based intervention. Phase 2 consisted of a pilot test of EMPOWER in a single-arm trial to evaluate feasibility, acceptability, retention, and adherence and to collect data on psychosocial outcomes for proof of concept. In phase 3, we are refining study procedures and conducting a second pilot test. RESULTS The project was part of a career development award. Pilot work began in June 2015, and data collection was completed in March 2019. The analysis is ongoing, and results will be submitted for publication by May 2020. CONCLUSIONS If this intervention proves feasible and acceptable, EMPOWER will be primed for a subsequent large, multisite randomized controlled trial. As a scalable intervention, it will be ideally suited for AYA survivors who would otherwise not have access to supportive care interventions to help manage posttreatment distress and enhance well-being. TRIAL REGISTRATION ClinicalTrials.gov NCT02832154, https://clinicaltrials.gov/ct2/show/NCT02832154. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/17078.
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Affiliation(s)
- John M Salsman
- Department of Social Sciences and Health Policy, Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Winston Salem, NC, United States
| | - Laurie E McLouth
- Department of Behavioral Science, Markey Cancer Center, University of Kentucky College of Medicine, Lexington, KY, United States
| | - Michael Cohn
- Osher Center for Integrative Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Janet A Tooze
- Department of Biostatistics and Data Science, Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Winston Salem, NC, United States
| | - Mia Sorkin
- Department of Obstetrics & Gynecology, University of Chicago, Chicago, IL, United States
| | - Judith T Moskowitz
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
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26
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Moskowitz JT, Addington EL, Cheung EO. Positive psychology and health: Well-being interventions in the context of illness. Gen Hosp Psychiatry 2019; 61:136-138. [PMID: 31757566 DOI: 10.1016/j.genhosppsych.2019.11.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 11/05/2019] [Indexed: 02/07/2023]
Affiliation(s)
- Judith T Moskowitz
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, United States of America.
| | - Elizabeth L Addington
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, United States of America
| | - Elaine O Cheung
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, United States of America
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