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Tsai J, Lampros A, Blue-Howells J. Digital access among a national sample of currently and formerly homeless veterans in 2022. Health Informatics J 2024; 30:14604582241276974. [PMID: 39167203 DOI: 10.1177/14604582241276974] [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] [Indexed: 08/23/2024]
Abstract
Background: Digital technologies are essential for connecting to the Internet and communicating with others. Methods: This study used data from the 2022 Project Community Homelessness Assessment, Local Education and Networking Groups (CHALENG) survey, which surveyed a national sample of 1992 homeless-experienced veterans (HEV) about use of cell phones, smart phones, computers, laptops, and the Internet. Data were analyzed to compare currently and formerly homeless veterans on digital access and to identify characteristics associated with never using the Internet. Results: Over 75% of HEV reported having a cellphone and over 65% reported having a smartphone. Internet use was common among HEV as 74% of currently homeless veterans and 77% of formerly homeless veterans reported using the Internet. Among HEV who used the Internet, over 70% used the Internet at least weekly. There was no significant difference between currently and formerly homeless veterans on their Internet use in the total sample and subsamples of only black and only Hispanic veterans. Overall, HEV who were older, black non-Hispanic, and living in the Southeast were more likely to never use the Internet. Conclusions: These findings highlight the potential for technology-based interventions among HEV, and suggest a digital divide based on age, race, and geography.
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Affiliation(s)
- Jack Tsai
- National Center on Homelessness among Veterans, U.S. Department of Veterans Affairs, Homeless Programs Office, Washington, DC, USA
- School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Austin Lampros
- National Center on Homelessness among Veterans, U.S. Department of Veterans Affairs, Homeless Programs Office, Washington, DC, USA
| | - Jessica Blue-Howells
- Veterans Justice Programs, U.S. Department of Veterans Affairs, Homeless Programs Office, Washington, DC, USA
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Orasud AS, Uchiyama M, Pagano I, Bantum E. Mobile Mindfulness Meditation for Cancer-Related Anxiety and Neuropathy: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2024; 13:e47745. [PMID: 38345843 PMCID: PMC10897800 DOI: 10.2196/47745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 11/20/2023] [Accepted: 12/14/2023] [Indexed: 03/01/2024] Open
Abstract
BACKGROUND Anxiety- and cancer-related neuropathy are two persistent effects related to treatment for cancer. Mindfulness meditation has been used with substantial impact as a nonpharmacologic intervention to mitigate side and late effects of treatment. Mobile apps are ubiquitous for most of the general population, yet have a particular relevance for cancer survivors, given that physical and geographic limitations can be present. OBJECTIVE This study aims to describe an ongoing trial of the Mindfulness Coach mobile app for cancer survivors. METHODS In this randomized waitlist controlled trial, cancer survivors experiencing anxiety- or cancer-related neuropathy (200 for neuropathy and 200 for anxiety) and who had finished primary cancer treatment were invited to participate. Data were collected at 3 time points regardless of randomization condition: baseline, 8 weeks, and 16 weeks. Both face-to-face and web-based recruitment strategies were used. The trial was opened for 2 separate primary outcomes (anxiety- or cancer-related neuropathy). The goal was not to compare these groups but to compare treatment and waitlist groups for each condition. In addition to evaluating the impact of mobile mindfulness on reported anxiety- or cancer-related neuropathy, other pain, fatigue, trauma, sleep, and satisfaction with the Mindfulness Coach app will also be assessed. RESULTS Outcomes of the study are expected in early 2024. CONCLUSIONS Mindfulness meditation has become widely practiced, and the use of mobile technology has become ubiquitous. Finding ways to deliver mindfulness meditation to people who have been treated for cancer allows for the intervention to be accessible to a larger number of survivors. The results of this intervention could have implications for further understanding the impact of mindfulness meditation on 2 persistent side and late effects of treatment of cancer, namely anxiety- and cancer-related neuropathy. TRIAL REGISTRATION ClinicalTrials.gov NCT03581357; https://ClinicalTrials.gov/study/NCT03581357. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/47745.
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Affiliation(s)
- Ariel Siritorn Orasud
- Cancer Prevention in the Pacific, University of Hawai'i Cancer Center, Honolulu, HI, United States
| | - Mai Uchiyama
- Cancer Prevention in the Pacific, University of Hawai'i Cancer Center, Honolulu, HI, United States
| | - Ian Pagano
- Cancer Prevention in the Pacific, University of Hawai'i Cancer Center, Honolulu, HI, United States
| | - Erin Bantum
- Cancer Prevention in the Pacific, University of Hawai'i Cancer Center, Honolulu, HI, United States
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Alfaro AJ, Sakai E, Carlson C, Mehta PS, Anderson J, Wynn M, Gould CE. Geri-Mobile Health: Feasibility of a VA Mental Health Mobile Apps Coaching Program for Older Veterans. Clin Gerontol 2024; 47:110-121. [PMID: 35998237 DOI: 10.1080/07317115.2022.2115433] [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] [Indexed: 11/03/2022]
Abstract
OBJECTIVES This program evaluation examined the feasibility, acceptability, and preliminary effects of an individualized coaching program to help older Veterans use VA mental health mobile apps to address mental health and well-being goals. METHODS The program delivers individual technical and clinical support to facilitate the use of mobile devices and VA apps. Participants completed assessments of mobile device proficiency, app use frequency, app comfort, quality of life, and mental health symptoms (completed by a subset, n = 11) pre- and post-participation. RESULTS Of 24 enrollees, 17 completed the program and received an average of 7.58 (SD = 2.87) sessions including the initial assessment. Mobile device proficiency (t (16) = -3.80, p = .002) and number of days/week apps were used (t (16) = -2.34, p = .032) increased significantly from pre- to post-participation. Depressive and anxiety scores decreased significantly (t (10) = 3.16, p = .010; t (10) = 3.29, p = .008) among the subset completing those measures. Overall satisfaction was high; 100% reported they would recommend the program. CONCLUSIONS Findings suggest the program is feasible, highly acceptable, and increases mobile device proficiency and use of apps. CLINICAL IMPLICATIONS Coaching programs can equip older adults with the skills to use mental health apps.
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Affiliation(s)
- Ana J Alfaro
- VA Palo Alto Health Care System, Geriatric Research, Education and Clinical Center (GRECC), Palo Alto, California, USA
- Department of Psychiatry and Behavioral Services, Stanford University School of Medicine, Palo Alto, California, USA
| | - Erin Sakai
- VA Palo Alto Health Care System, Geriatric Research, Education and Clinical Center (GRECC), Palo Alto, California, USA
- Department of Psychiatry and Behavioral Services, Stanford University School of Medicine, Palo Alto, California, USA
- Psychology Service, VA Palo Alto Health Care System, Palo Alto, California, USA
| | - Chalise Carlson
- VA Palo Alto Health Care System, Geriatric Research, Education and Clinical Center (GRECC), Palo Alto, California, USA
| | - Priyanka S Mehta
- VA Palo Alto Health Care System, Geriatric Research, Education and Clinical Center (GRECC), Palo Alto, California, USA
| | - Jason Anderson
- Psychology Service, VA Palo Alto Health Care System, Palo Alto, California, USA
| | - Matthew Wynn
- Psychology Service, VA Palo Alto Health Care System, Palo Alto, California, USA
| | - Christine E Gould
- VA Palo Alto Health Care System, Geriatric Research, Education and Clinical Center (GRECC), Palo Alto, California, USA
- Department of Psychiatry and Behavioral Services, Stanford University School of Medicine, Palo Alto, California, USA
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Hallenbeck HW, Wielgosz J, Cohen ZD, Kuhn E, Cloitre M. A prognostic index to predict symptom and functional outcomes of a coached, web-based intervention for trauma-exposed veterans. Psychol Serv 2023:2024-38515-001. [PMID: 38127501 PMCID: PMC11190026 DOI: 10.1037/ser0000828] [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] [Indexed: 12/23/2023]
Abstract
Researchers at the Department of Veterans Affairs (VA) have studied interventions for posttraumatic stress disorder and co-occurring conditions in both traditional and digital formats. One such empirically supported intervention is web skills training in affective and interpersonal regulation (webSTAIR), a coached, 10-module web program based on STAIR. To understand which patient characteristics were predictive of webSTAIR outcomes in a sample of trauma-exposed veterans (N = 189), we used machine learning (ML) to develop a prognostic index from among 18 baseline characteristics (i.e., demographic, military, trauma history, and clinical) to predict posttreatment posttraumatic stress disorder severity, depression severity, and psychosocial functioning impairment. We compared the ML models to a benchmark of linear regression models in which the only predictor was the baseline severity score of the outcome measure. The ML and "severity-only" models performed similarly, explaining 39%-45% of the variance in outcomes. This suggests that baseline symptom severity and functioning are strong indicators for webSTAIR outcomes in veterans, with higher severity indicating worse prognosis, and that the other variables examined did not contribute significant added predictive signal. Findings also highlight the importance of comparing ML models to an appropriate benchmark. Future research with larger samples could potentially detect smaller patient-level effects as well as effects driven by other types of variables (e.g., therapeutic process variables). As a transdiagnostic, digital intervention, webSTAIR can potentially serve a diverse veteran population with varying trauma histories and may be best conceptualized as a beneficial first step of a stepped care model for those with heightened symptoms or impairment. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Haijing Wu Hallenbeck
- National Center for PTSD Dissemination and Training Division, VA Palo Alto Health Care System
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine
| | - Joseph Wielgosz
- National Center for PTSD Dissemination and Training Division, VA Palo Alto Health Care System
| | | | - Eric Kuhn
- National Center for PTSD Dissemination and Training Division, VA Palo Alto Health Care System
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine
| | - Marylene Cloitre
- National Center for PTSD Dissemination and Training Division, VA Palo Alto Health Care System
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine
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Christensen AJ, Virnig JP, Case NL, Hayes SS, Heyne R, Taylor LA, Allen MP. Addressing Burnout in the Primary Care Setting: The Impact of an Evidence-Based Mindfulness Toolkit. Mil Med 2023; 189:64-70. [PMID: 37956332 DOI: 10.1093/milmed/usad277] [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: 02/10/2023] [Revised: 05/19/2023] [Accepted: 07/07/2023] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND Burnout is insidious and manifests over prolonged, repeated exposure to occupational stressors. There is a growing crisis among health care workers (HCWs) due to high levels of burnout and associated adverse outcomes. Identifying and addressing burnout can be problematic due to extensive variances of perceived occupational stressors across HCWs. PURPOSE Mindfulness-based training can enhance individual HCWs' abilities to perceive and constructively respond to stresses endemic in the health care environment. It can reduce the prevalence of burnout in the primary care setting. An evidence-based multimodal Mindfulness-Based Stress Reduction toolkit (MBSR TK) was designed, implemented, and evaluated for its impact on HCWs' self-reported stress levels (SRSL). IMPLEMENTATION STRATEGIES A pre-post-program evaluation explored the impact of a multimodal toolkit program on HCW SRSL with the Mini-Z burnout survey (MZBS). The MBSR TK program, consisting of a 45 minute introduction and 4 biweekly 15 minute mindfulness sessions offering acupressure, meditation, journaling for gratitude, and self-compassion was designed, delivered, and evaluated with HCWs across 2 military primary care clinics in South Texas. RESULTS All HCWs across 2 Air Force family practice clinics were invited to participate in all toolkit components. Seventy percent of all HCWs (N = 90) attended the introduction session. Thirty-seven (41%) HCWs completed pre and post MZBSs, and these responses are included in the data analysis section. The most represented HCWs were registered nurses, physician assistants, and technicians, respectively, at 24%, 21%, and 18%. The Wilcoxon Signed-Rank test examined changes in HCWs' SRSL after participation in the MBSR TK program. HCWs who attended the introduction plus one biweekly session showed statistically significant decreases in self-reported stress (P = 0.018) and burnout (P = 0.045) and a significant increase in electronic health record proficiency (P = 0.033). CONCLUSIONS Multimodal mindfulness toolkits to address SRSL burnout are practical, accessible, easily implemented, adaptive to any environment, and can decrease burnout with participation with just one 15 minute session. This MBSR TK implementation effectively lowered self-reported stress in HCWs who are repeatedly challenged to adapt to various settings around the world during peacetime, wars, natural disasters, humanitarian crises, and now, pandemics.
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Affiliation(s)
- Andrew J Christensen
- The Daniel K. Inouye Graduate School of Nursing, Uniformed Services University of Health Sciences, Bethesda, MD 20841, USA
| | - Jonathan P Virnig
- The Daniel K. Inouye Graduate School of Nursing, Uniformed Services University of Health Sciences, Bethesda, MD 20841, USA
| | - Nicole L Case
- The Daniel K. Inouye Graduate School of Nursing, Uniformed Services University of Health Sciences, Bethesda, MD 20841, USA
| | - Stephanie S Hayes
- The Daniel K. Inouye Graduate School of Nursing, Uniformed Services University of Health Sciences, Bethesda, MD 20841, USA
| | - Rebecca Heyne
- Joint Base San Antonio, Lackland, JBSA-Lackland, TX 78236, USA
| | - Laura A Taylor
- The Daniel K. Inouye Graduate School of Nursing, Uniformed Services University of Health Sciences, Bethesda, MD 20841, USA
| | - Micheal P Allen
- The Daniel K. Inouye Graduate School of Nursing, Uniformed Services University of Health Sciences, Bethesda, MD 20841, USA
- Joint Base San Antonio, Lackland, JBSA-Lackland, TX 78236, USA
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Medich M, Cannedy SL, Hoffmann LC, Chinchilla MY, Pila JM, Chassman SA, Calderon RA, Young AS. Clinician and Patient Perspectives on the Use of Passive Mobile Monitoring and Self-Tracking for Patients With Serious Mental Illness: User-Centered Approach. JMIR Hum Factors 2023; 10:e46909. [PMID: 37874639 PMCID: PMC10630855 DOI: 10.2196/46909] [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: 03/03/2023] [Revised: 08/11/2023] [Accepted: 08/12/2023] [Indexed: 10/25/2023] Open
Abstract
BACKGROUND Early intervention in mental health crises can prevent negative outcomes. A promising new direction is remote mental health monitoring using smartphone technology to passively collect data from individuals to rapidly detect the worsening of serious mental illness (SMI). This technology may benefit patients with SMI, but little is known about health IT acceptability among this population or their mental health clinicians. OBJECTIVE We used the Health Information Technology Acceptability Model to analyze the acceptability and usability of passive mobile monitoring and self-tracking among patients with serious mental illness and their mental health clinicians. METHODS Data collection took place between December 2020 and June 2021 in 1 Veterans Administration health care system. Interviews with mental health clinicians (n=16) assessed the acceptability of mobile sensing, its usefulness as a tool to improve clinical assessment and care, and recommendations for program refinements. Focus groups with patients with SMI (n=3 groups) and individual usability tests (n=8) elucidated patient attitudes about engaging in health IT and perceptions of its usefulness as a tool for self-tracking and improving mental health assessments. RESULTS Clinicians discussed the utility of web-based data dashboards to monitor patients with SMI health behaviors and receiving alerts about their worsening health. Potential benefits included improving clinical care, capturing behaviors patients do not self-report, watching trends, and receiving alerts. Clinicians' concerns included increased workloads tied to dashboard data review, lack of experience using health IT in clinical care, and how SMI patients' associated paranoia and financial instability would impact patient uptake. Despite concerns, all mental health clinicians stated that they would recommend it. Almost all patients with SMI were receptive to using smartphone dashboards for self-monitoring and having behavioral change alerts sent to their mental health clinicians. They found the mobile app easy to navigate and dashboards easy to find and understand. Patient concerns centered on privacy and "government tracking," and their phone's battery life and data plans. Despite concerns, most reported that they would use it. CONCLUSIONS Many people with SMI would like to have mobile informatics tools that can support their illness and recovery. Similar to other populations (eg, older adults, people experiencing homelessness) this population presents challenges to adoption and implementation. Health care organizations will need to provide resources to address these and support successful illness management. Clinicians are supportive of technological approaches, with adapting informatics data into their workflow as the primary challenge. Despite clear challenges, technological developments are increasingly designed to be acceptable to patients. The research development-clinical deployment gap must be addressed by health care systems, similar to computerized cognitive training. It will ensure clinicians operate at the top of their skill set and are not overwhelmed by administrative tasks, data summarization, or reviewing data that do not indicate a need for intervention. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/39010.
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Affiliation(s)
- Melissa Medich
- Center for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, North Hills, CA, United States
- The Lundquist Institute for Biomedical Research, Torrance, CA, United States
| | - Shay L Cannedy
- Center for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, North Hills, CA, United States
| | - Lauren C Hoffmann
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
| | - Melissa Y Chinchilla
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
| | - Jose M Pila
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
| | - Stephanie A Chassman
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
| | - Ronald A Calderon
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
| | - Alexander S Young
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University California Los Angeles Geffen School of Medicine, Los Angeles, CA, United States
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Haun JN, Venkatachalam HH, Fowler CA, Alman AC, Ballistrea LM, Schneider T, Benzinger RC, Melillo C, Alexander NB, Klanchar SA, Lapcevic W, French DD. Mobile and Web-Based Partnered Intervention to Improve Remote Access to Pain and Posttraumatic Stress Disorder Symptom Management: Recruitment and Attrition in a Randomized Controlled Trial. J Med Internet Res 2023; 25:e49678. [PMID: 37788078 PMCID: PMC10582813 DOI: 10.2196/49678] [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: 06/05/2023] [Revised: 08/22/2023] [Accepted: 08/29/2023] [Indexed: 10/04/2023] Open
Abstract
BACKGROUND Increasing access to nonpharmacological interventions to manage pain and posttraumatic stress disorder (PTSD) is essential for veterans. Complementary and integrative health (CIH) interventions can help individuals manage symptom burden with enhanced accessibility via remotely delivered health care. Mission Reconnect (MR) is a partnered, self-directed intervention that remotely teaches CIH skills. OBJECTIVE The purpose of this paper is to describe the recruitment, onboarding phase, and attrition of a fully remote randomized controlled trial (RCT) assessing the efficacy of a self-directed mobile and web-based intervention for veterans with comorbid chronic pain and PTSD and their partners. METHODS A total of 364 veteran-partner dyads were recruited to participate in a mixed methods multisite waitlist control RCT. Qualitative attrition interviews were conducted with 10 veterans with chronic pain and PTSD, and their self-elected partners (eg, spouse) who consented but did not begin the program. RESULTS At the point of completing onboarding and being randomized to the 2 treatment arms, of the 364 recruited dyads, 97 (26.6%) failed to complete onboarding activities. Reported reasons for failure to complete onboarding include loss of self-elected partner buy-in (n=8, 8%), difficulties with using remote data collection methods and interventions (n=30, 31%), and adverse health experiences unrelated to study activities (n=23, 24%). Enrolled veterans presented at baseline with significant PTSD symptom burden and moderate-to-severe pain severity, and represented a geographically and demographically diverse population. Attrition interviews (n=10) indicated that misunderstanding MR including the intent of the intervention or mistaking the surveys as the actual intervention was a reason for not completing the MR registration process. Another barrier to MR registration was that interviewees described the mailed study information and registration packets as too confusing and excessive. Competing personal circumstances including health concerns that required attention interfered with MR registration. Common reasons for attrition following successful MR registration included partner withdrawal, adverse health issues, and technological challenges relating to the MR and electronic data collection platform (Qualtrics). Participant recommendations for reducing attrition included switching to digital forms to reduce participant burden and increasing human interaction throughout the registration and baseline data collection processes. CONCLUSIONS Challenges, solutions, and lessons learned for study recruitment and intervention delivery inform best practices of delivering remote self-directed CIH interventions when addressing the unique needs of this medically complex population. Successful recruitment and enrollment of veterans with chronic pain and PTSD, and their partners, to remote CIH programs and research studies requires future examination of demographic and symptom-associated access barriers. Accommodating the unique needs of this medically complex population is essential for improving the effectiveness of CIH programs. Disseminating lessons learned and improving access to remotely delivered research studies and CIH programs is paramount in the post-COVID-19 climate. TRIAL REGISTRATION ClinicalTrials.gov NCT03593772; https://clinicaltrials.gov/ct2/show/NCT03593772.
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Affiliation(s)
- Jolie N Haun
- James A. Haley Veterans' Hospital, Research Service, Tampa, FL, United States
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, United States
| | | | - Christopher A Fowler
- James A. Haley Veterans' Hospital, Research Service, Tampa, FL, United States
- Department of Psychiatry and Behavioral Neurosciences, University of South Florida, Tampa, FL, United States
| | - Amy C Alman
- College of Public Health, University of South Florida, Tampa, FL, United States
| | - Lisa M Ballistrea
- James A. Haley Veterans' Hospital, Research Service, Tampa, FL, United States
| | - Tali Schneider
- James A. Haley Veterans' Hospital, Research Service, Tampa, FL, United States
| | - Rachel C Benzinger
- James A. Haley Veterans' Hospital, Research Service, Tampa, FL, United States
| | - Christine Melillo
- James A. Haley Veterans' Hospital, Research Service, Tampa, FL, United States
| | - Neil B Alexander
- VA Ann Arbor Healthcare System, Geriatric Research, Education, and Clinical Center, Ann Arbor, MI, United States
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, Ann Arbor, MI, United States
| | - S Angelina Klanchar
- James A. Haley Veterans' Hospital, Research Service, Tampa, FL, United States
| | - William Lapcevic
- James A. Haley Veterans' Hospital, Research Service, Tampa, FL, United States
| | - Dustin D French
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare, Edward Hines, Jr. VA Hospital, Hines, IL, United States
- Center for Health Services and Outcomes Research, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Departments of Ophthalmology and Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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Parkes S, Croak B, Brooks SK, Stevelink SAM, Leightley D, Fear NT, Rafferty L, Greenberg N. Evaluating a Smartphone App (MeT4VeT) to Support the Mental Health of UK Armed Forces Veterans: Feasibility Randomized Controlled Trial. JMIR Ment Health 2023; 10:e46508. [PMID: 37639295 PMCID: PMC10495851 DOI: 10.2196/46508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 06/07/2023] [Accepted: 06/08/2023] [Indexed: 08/29/2023] Open
Abstract
BACKGROUND Previous research demonstrates that less than 50% of military veterans experiencing mental health difficulties seek formal support. Veterans often struggle to identify problems as mental health difficulties. In addition, they may fail to recognize the need for support before reaching a crisis point and face difficulties navigating care pathways to access support. OBJECTIVE A feasibility trial was conducted to assess a novel digital smartphone app (Mental Health Toolkit for Veterans Project [MeT4VeT]) for UK Armed Forces (UKAF) veterans experiencing mental health difficulties. The trial aimed to explore the feasibility and acceptability of trial procedures for a later randomized controlled trial (RCT) and to assess the acceptability of the MeT4VeT app. METHODS Participants were recruited at UK military medical centers, by advertising on social media, and through veteran third-sector organizations between February and November 2021, and assessed for eligibility (male, owned a smartphone, served at least 2 years in the UKAF, left the UKAF within the last 2 years, not undertaking formal mental health treatment). Eligible participants were assigned, on a 1:1 ratio, to either the intervention group (full app) or a control group (noninteractive app with signposting information). Three key objectives were determined a priori to assess the practicality of running an RCT including an assessment of recruitment and retention, evaluation of the technical app delivery and measurement processes, and acceptability and usability of the intervention. RESULTS In total, 791 individuals completed the participant information sheet, of which 261 (33%) were ineligible, 377 (48%) declined or were unable to be contacted for consent, and 103 (13%) did not download the app or complete the baseline measures. Of this, 50 participants completed baseline measures and were randomly assigned to the intervention group (n=24) or the control group (n=26). The trial was effective at enabling both the technical delivery of the intervention and collection of outcome measures, with improvements in mental health demonstrated for the intervention group from baseline to the 3-month follow-up. Recruitment and retention challenges were highlighted with only 50 out of the 530 eligible participants enrolled in the trial. The acceptability and usability of the MeT4VeT app were generally supported, and it was reported to be a useful, accessible way for veterans to monitor and manage their mental health. CONCLUSIONS The results highlighted that further work is needed to refine recruitment processes and maintain engagement with the app. Following this, an RCT can be considered to robustly assess the ability of the app to positively affect mental health outcomes indicated within this trial. TRIAL REGISTRATION ClinicalTrials.gov NCT05993676; https://clinicaltrials.gov/ct2/show/NCT05993676.
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Affiliation(s)
- Steven Parkes
- King's Centre for Military Health Research, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Bethany Croak
- King's Centre for Military Health Research, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Samantha K Brooks
- King's Centre for Military Health Research, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Sharon A M Stevelink
- King's Centre for Military Health Research, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Daniel Leightley
- King's Centre for Military Health Research, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Nicola T Fear
- King's Centre for Military Health Research, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
- Academic Department of Military Mental Health, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Laura Rafferty
- King's Centre for Military Health Research, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Neil Greenberg
- King's Centre for Military Health Research, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
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Ting A, McLachlan C. Dr. Smartphone, can you support my trauma? An informatics analysis study of App Store apps for trauma- and stressor-related disorders. PeerJ 2023; 11:e15366. [PMID: 37187512 PMCID: PMC10178213 DOI: 10.7717/peerj.15366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 04/16/2023] [Indexed: 05/17/2023] Open
Abstract
Background Psychological trauma is prevalent in developed countries, with prevalence rates and treatment needs exceeding health system capacity. As telemedicine and out-of-patient care are promoted, there has been an expansion of digital apps to compliment therapeutic stages in psychological trauma. To date there are no reviews that have compared these apps and their clinical utility. This study aims to identify the availability of trauma- and stressor-related mhealth apps, assess their functionality, and review their therapeutic abilities. Methodology The authors conducted a systematic search using an iPhone 13 Pro in the Australian IOS App Store to extract trauma- and stressor-related apps that resulted from the search criteria. A cross-adaptation of the Mobile App Rating Scale (MARS) and the Comprehensive App Evaluation Model (CAEM) were used as a framework to produce the mTrauma App Evaluation Conceptual Model and Informatics Framework. App content descriptors were analysed based on their general characteristics, usability, therapeutic focus, clinical utility, data integration. Following an applicability in concordance with psychological trauma-informed delivery. Results A total of 234 apps resulting from the search strategy were screened, with 81 apps that met the inclusion criteria. The majority of apps were marketed to 4+ to 17+ years of age, categorised as 'health and fitness', with the highest target markets observed for adolescents, children, parents, clinicians, and clients. A total of 43 apps (53.1%) contained a trauma-informed specified section, and 37 (45.7%) incorporated a section useful to support trauma-related symptoms. A significant number of apps there was an absence of therapeutic utility (in 32 apps (39.5%)). Most apps were supporting post-traumatic stress disorder-informed, cognitive behavioural therapy and eye movement desensitisation and reprocessing. Provision of psychoeducation, courses, guided sessions, trainings, self-reflection/journaling, symptom management and progress tracking were highly present. Conclusions Trauma-informed mobile apps are available in the App Store, expanding in its target market reach and usability, with an increase of creative psychotherapies being introduced alongside conventional modalities. However, based on the app descriptors, the scarcity of evidenced-based testimonials and therapeutic applicability remains questionable for clinical validity. Although mhealth tools are marketed as trauma-related, current available apps employ a multifunctional approach to general psychological symptomatology, through to associated comorbid conditions and emphasizes on passive activity. For higher uptake on user engagement, clinical application and validity, trauma-apps require curated specification to fulfil its role as complimentary psychological treatment.
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Affiliation(s)
- Amanda Ting
- Centre for Healthy Futures, Torrens University Australia, Surry Hills, New South Wales, Australia
| | - Craig McLachlan
- Centre for Healthy Futures, Torrens University Australia, Surry Hills, New South Wales, Australia
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10
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McGee-Vincent P, Mackintosh MA, Jamison AL, Juhasz K, Becket-Davenport C, Bosch J, Avery TJ, Glamb L, Hampole S. Training Staff Across the Veterans Affairs Health Care System to Use Mobile Mental Health Apps: A National Quality Improvement Project. JMIR Ment Health 2023; 10:e41773. [PMID: 36633895 PMCID: PMC9880807 DOI: 10.2196/41773] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 10/19/2022] [Accepted: 10/20/2022] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND The National Center for PTSD, within the Department of Veterans Affairs (VA), has developed a suite of free, publicly available, evidence-informed apps that can reach an increasing number of veterans and bridge gaps in care by providing resources to those who are not engaged in mental health treatment. To expand the reach of these apps, staff across VA service lines learned about these apps, their features and limitations, and how to introduce them to veterans. OBJECTIVE This study aimed to develop, disseminate, and evaluate a training for multidisciplinary staff as part of a national quality improvement project to increase the reach of mobile mental health apps as a resource for veterans. METHODS Sites from all of VA's 18 geographic regions enrolled in this project. At each site, a minimum of 25 VA staff members who had direct contact with veterans, including staff from the mental health service line and all other service lines, were recruited to participate. Training included a 3-hour multidisciplinary core module, and a 1-hour clinical integration module designed specifically for mental health clinicians. Owing to the COVID-19 pandemic, the trainings were adapted to a live, web-based format. Pre- and posttraining surveys assessed program reach (ie, participants enrolled per site), satisfaction, and effectiveness of the training as measured by changes in knowledge, basic skills, and behavioral intentions to use apps with veterans. RESULTS A total of 1110 participants representing 34 disciplines at 19 VA sites completed the training. Overall, 67% (743/1109) of participants were mental health staff members. Sites averaged 58.4 participants (SD 36.49, median [IQR] 51). Most (961/1024, 93.85%) participants were satisfied with the training and reported that they (941/1018, 92.44%) would recommend it to others. App knowledge scores significantly increased from pretraining (mean 80.8% correct, SD 15.77%) to posttraining (mean 91.1% correct, SD 9.57%; P<.001). At posttraining, participants also reported greater confidence in their ability to show veterans how to download (z=-13.86; P<.001) and use VA mental health apps (z=-15.13; P<.001). There was near universal endorsement by staff for their intentions to recommend apps to veterans as well as their ability to think of at least one specific veteran to whom they could recommend an app. Staff also reported a strong motivation to encourage other VA staff to share apps with veterans. CONCLUSIONS The training far exceeded the initial goals for staff recruitment and training for all three metrics. Overall, 33% (366/1109) of participants came from service lines outside of mental health, indicating the feasibility of introducing these mental health resources during medical appointments and in other contexts.
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Affiliation(s)
- Pearl McGee-Vincent
- Dissemination and Training Division, National Center for PTSD, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States.,Office of Mental Health and Suicide Prevention, Veterans Health Administration, Menlo Park, CA, United States
| | - Margaret-Anne Mackintosh
- Dissemination and Training Division, National Center for PTSD, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
| | - Andrea L Jamison
- Dissemination and Training Division, National Center for PTSD, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
| | - Katherine Juhasz
- Dissemination and Training Division, National Center for PTSD, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States.,National Training Division, Education Service, Veterans Benefits Administration, Washington, DC, United States
| | - Colleen Becket-Davenport
- Dissemination and Training Division, National Center for PTSD, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States.,Department of Psychiatry, Weill Cornell Medical College, New York, NY, United States
| | - Jeane Bosch
- Dissemination and Training Division, National Center for PTSD, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
| | - Timothy J Avery
- Dissemination and Training Division, National Center for PTSD, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States.,Peninsula Vet Center, Readjustment Counselling Services, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Lauren Glamb
- Dissemination and Training Division, National Center for PTSD, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States.,Veterans Affairs Pacific Islands Health Care System, Honolulu, HI, United States
| | - Shilpa Hampole
- Dissemination and Training Division, National Center for PTSD, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
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11
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Mavragani A, Wielgosz J, Hallenbeck HW, Chang A, Rosen C, Owen J, Kuhn E. The PTSD Family Coach App in Veteran Family Members: Pilot Randomized Controlled Trial. JMIR Form Res 2023; 7:e42053. [PMID: 36602852 PMCID: PMC9893731 DOI: 10.2196/42053] [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: 08/19/2022] [Revised: 10/10/2022] [Accepted: 11/03/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) among US military veterans can adversely impact their concerned significant others (CSOs; eg, family members and romantic partners). Mobile apps can be tailored to support CSO mental health through psychoeducation, coping skills, and stress monitoring. OBJECTIVE This study assessed the feasibility, acceptability, and potential efficacy of PTSD Family Coach 1.0, a free, publicly available app that includes psychoeducation, stress management tools, self-assessments, and features for connecting to alternative supports, compared with a psychoeducation-only version of the app for cohabitating CSOs of veterans with PTSD. METHODS A total of 200 participants with an average age of 39 (SD 8.44) years, primarily female (193/200, 97%), and White (160/200, 80%) were randomized to self-guided use of either PTSD Family Coach 1.0 (n=104) or a psychoeducation-only app (n=96) for 4 weeks. Caregiver burden, stress, depression, anxiety, beliefs about treatment, CSO self-efficacy, and relationship functioning assessed using measures of dyadic adjustment, social constraints, and communication danger signs were administered via a web survey at baseline and after treatment. User satisfaction and app helpfulness were assessed after treatment. Data were analyzed using linear mixed methods. RESULTS Overall, 50.5% (101/200) of randomized participants used their allocated app. Participants found PTSD Family Coach 1.0 somewhat satisfying (mean 4.88, SD 1.11) and moderately helpful (mean 2.99, SD 0.97) to use. Linear mixed effects models revealed no significant differences in outcomes by condition for caregiver burden (P=.45; Cohen d=0.1, 95% CI -0.2 to 0.4), stress (P=.64; Cohen d=0.1, 95% CI -0.4 to 0.6), depression (P=.93; Cohen d= 0.0, 95% CI -0.3 to 0.3), anxiety (P=.55; Cohen d=-0.1, 95% CI -0.4 to 0.2), beliefs about treatment (P=.71; Cohen d=0.1, 95% CI -0.2 to 0.3), partner self-efficacy (P=.59; Cohen d=-0.1, 95% CI -0.4 to 0.2), dyadic adjustment (P=.08; Cohen d=-0.2, 95% CI -0.5 to 0.0), social constraints (P=.05; Cohen d=0.3, 95% CI 0.0-0.6), or communication danger signs (P=.90; Cohen d=-0.0, 95% CI -0.3 to 0.3). Post hoc analyses collapsing across conditions revealed a significant between-group effect on stress for app users versus nonusers (β=-3.62; t281=-2.27; P=.02). CONCLUSIONS Approximately half of the randomized participants never used their allocated app, and participants in the PTSD Family Coach 1.0 condition only opened the app approximately 4 times over 4 weeks, suggesting limitations to this app version's feasibility. PTSD Family Coach 1.0 users reported moderately favorable impressions of the app, suggesting preliminary acceptability. Regarding efficacy, no significant difference was found between PTSD Family Coach 1.0 users and psychoeducation app users across any outcome of interest. Post hoc analyses suggested that app use regardless of treatment condition was associated with reduced stress. Further research that improves app feasibility and establishes efficacy in targeting the domains most relevant to CSOs is warranted. TRIAL REGISTRATION ClinicalTrials.gov NCT02486705; https://clinicaltrials.gov/ct2/show/NCT02486705.
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Affiliation(s)
| | - Joseph Wielgosz
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, United States.,National Center for PTSD, Veteran Affairs Palo Alto Healthcare System, Palo Alto, CA, United States
| | - Haijing Wu Hallenbeck
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, United States.,National Center for PTSD, Veteran Affairs Palo Alto Healthcare System, Palo Alto, CA, United States
| | - Andrew Chang
- National Center for PTSD, Veteran Affairs Palo Alto Healthcare System, Palo Alto, CA, United States
| | - Craig Rosen
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, United States.,National Center for PTSD, Veteran Affairs Palo Alto Healthcare System, Palo Alto, CA, United States
| | - Jason Owen
- National Center for PTSD, Veteran Affairs Palo Alto Healthcare System, Palo Alto, CA, United States
| | - Eric Kuhn
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, United States.,National Center for PTSD, Veteran Affairs Palo Alto Healthcare System, Palo Alto, CA, United States
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12
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Connecting Older Veterans with Mental Health Mobile Apps: a Survey of Provider and Staff Use of Apps and Patient Education Materials. JOURNAL OF TECHNOLOGY IN BEHAVIORAL SCIENCE 2022; 7:192-197. [PMID: 34841046 PMCID: PMC8610440 DOI: 10.1007/s41347-021-00236-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 11/09/2021] [Accepted: 11/13/2021] [Indexed: 11/25/2022]
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13
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Jaworski BK, Taylor K, Ramsey KM, Heinz AJ, Steinmetz S, Owen JE, Tsai J, Pietrzak RH. Predicting Uptake of the COVID Coach App Among US Military Veterans: Funnel Analysis Using a Probability-Based Panel. JMIR Ment Health 2022; 9:e36217. [PMID: 35245204 PMCID: PMC8985691 DOI: 10.2196/36217] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 02/15/2022] [Accepted: 03/01/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Although the COVID-19 pandemic has not led to a uniform increase of mental health concerns among older adults, there is evidence to suggest that some older veterans did experience an exacerbation of preexisting mental health conditions, and that mental health difficulties were associated with a lack of social support and increasing numbers of pandemic-related stressors. Mobile mental health apps are scalable, may be a helpful resource for managing stress during the pandemic and beyond, and could potentially provide services that are not accessible due to the pandemic. However, overall comfort with mobile devices and factors influencing the uptake and usage of mobile apps during the pandemic among older veterans are not well known. COVID Coach is a free, evidence-informed mobile app designed for pandemic-related stress. Public usage data have been evaluated; however, the uptake and usage of the app among older veterans have not been explored. OBJECTIVE The purpose of this study was to characterize smartphone ownership rates among US veterans, identify veteran characteristics associated with downloading and use of COVID Coach, and characterize key content usage within the app. METHODS Data were analyzed from the 2019-2020 National Health and Resilience in Veterans Study (NHRVS), which surveyed a nationally representative, prospective cohort of 3078 US military veterans before and 1 year into the pandemic. The NHRVS sample was drawn from KnowledgePanel, a research panel of more than 50,000 households maintained by Ipsos, Inc. The median time to complete the survey was nearly 32 minutes. The research version of COVID Coach was offered to all veterans who completed the peripandemic follow-up assessment on a mobile device (n=814; weighted 34.2% of total sample). App usage data from all respondents who downloaded the app (n=34; weighted 3.3% of the mobile completers sample) were collected between November 14, 2020, and November 7, 2021. RESULTS We found that most US veterans (81.5%) own smartphones, and that veterans with higher education, greater number of adverse childhood experiences, higher extraversion, and greater severity of pandemic-related posttraumatic stress disorder symptoms were more likely to download COVID Coach. Although uptake and usage of COVID Coach were relatively low (3.3% of eligible participants, n=34), 50% of the participants returned to the app for more than 1 day of use. The interactive tools for managing stress were used most frequently. CONCLUSIONS The COVID-19 pandemic has increased the need for and creation of digital mental health tools. However, these resources may require tailoring for older veteran populations. Future research is needed to better understand how to optimize digital mental health tools such as apps to ensure uptake and usage among older adults, particularly those who have experienced traumas across the lifespan.
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Affiliation(s)
- Beth K Jaworski
- National Center for Posttraumatic Stress Disorder, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Katherine Taylor
- National Center for Posttraumatic Stress Disorder, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Kelly M Ramsey
- National Center for Posttraumatic Stress Disorder, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Adrienne J Heinz
- National Center for Posttraumatic Stress Disorder, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Sarah Steinmetz
- National Center for Posttraumatic Stress Disorder, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Jason E Owen
- National Center for Posttraumatic Stress Disorder, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Jack Tsai
- National Center on Homelessness Among Veterans, US Department of Veterans Affairs, Tampa, FL, United States.,School of Public Health, San Antonio Campus, University of Texas Health Science Center at Houston, San Antonio, TX, United States
| | - Robert H Pietrzak
- National Center for Posttraumatic Stress Disorder, VA Connecticut Healthcare System, US Department of Veterans Affairs, New Haven, CT, United States.,Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States
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14
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Hallenbeck HW, Jaworski BK, Wielgosz J, Kuhn E, Ramsey KM, Taylor K, Juhasz K, McGee-Vincent P, Mackintosh MA, Owen JE. PTSD Coach Version 3.1: A Closer Look at the Reach, Use, and Potential Impact of This Updated Mobile Health App in the General Public. JMIR Ment Health 2022; 9:e34744. [PMID: 35348458 PMCID: PMC9006138 DOI: 10.2196/34744] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 01/24/2022] [Accepted: 01/24/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND With widespread smartphone ownership, mobile health apps (mHealth) can expand access to evidence-based interventions for mental health conditions, including posttraumatic stress disorder (PTSD). Research to evaluate new features and capabilities in these apps is critical but lags behind app development. The initial release of PTSD Coach, a free self-management app developed by the US Departments of Veterans Affairs and Defense, was found to have a positive public health impact. However, major stakeholder-driven updates to the app have yet to be evaluated. OBJECTIVE We aimed to characterize the reach, use, and potential impact of PTSD Coach Version 3.1 in the general public. As part of characterizing use, we investigated the use of specific app features, which extended previous work on PTSD Coach. METHODS We examined the naturalistic use of PTSD Coach during a 1-year observation period between April 20, 2020, and April 19, 2021, using anonymous in-app event data to generate summary metrics for users. RESULTS During the observation period, PTSD Coach was broadly disseminated to the public, reaching approximately 150,000 total users and 20,000 users per month. On average, users used the app 3 times across 3 separate days for 18 minutes in total, with steep drop-offs in use over time; a subset of users, however, demonstrated high or sustained engagement. More than half of users (79,099/128,691, 61.46%) accessed one or more main content areas of the app (ie, Manage Symptoms, Track Progress, Learn, or Get Support). Among content areas, features under Manage Symptoms (including coping tools) were accessed most frequently, by over 40% of users (53,314/128,691, 41.43% to 56,971/128,691, 44.27%, depending on the feature). Users who provided initial distress ratings (56,971/128,691, 44.27%) reported relatively high momentary distress (mean 6.03, SD 2.52, on a scale of 0-10), and the use of a coping tool modestly improved momentary distress (mean -1.38, SD 1.70). Among users who completed at least one PTSD Checklist for DSM-5 (PCL-5) assessment (17,589/128,691, 13.67%), PTSD symptoms were largely above the clinical threshold (mean 49.80, SD 16.36). Among users who completed at least two PCL-5 assessments (4989/128,691, 3.88%), PTSD symptoms decreased from the first to last assessment (mean -4.35, SD 15.29), with approximately one-third (1585/4989, 31.77%) of these users experiencing clinically significant improvements. CONCLUSIONS PTSD Coach continues to fulfill its mission as a public health resource. Version 3.1 compares favorably with version 1 on most metrics related to reach, use, and potential impact. Although benefits appear modest on an individual basis, the app provides these benefits to a large population. For mHealth apps to reach their full potential in supporting trauma recovery, future research should aim to understand the utility of individual app features and identify strategies to maximize overall effectiveness and engagement.
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Affiliation(s)
- Haijing Wu Hallenbeck
- Dissemination and Training Division, National Center for Posttraumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Beth K Jaworski
- Dissemination and Training Division, National Center for Posttraumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
| | - Joseph Wielgosz
- Dissemination and Training Division, National Center for Posttraumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States.,Sierra Pacific Mental Illness Research Education and Clinical Center, Veterans Affairs Palo Alto Healthcare System, Palo Alto, CA, United States
| | - Eric Kuhn
- Dissemination and Training Division, National Center for Posttraumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Kelly M Ramsey
- Dissemination and Training Division, National Center for Posttraumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
| | - Katherine Taylor
- Dissemination and Training Division, National Center for Posttraumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
| | - Katherine Juhasz
- Dissemination and Training Division, National Center for Posttraumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
| | - Pearl McGee-Vincent
- Dissemination and Training Division, National Center for Posttraumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
| | - Margaret-Anne Mackintosh
- Dissemination and Training Division, National Center for Posttraumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
| | - Jason E Owen
- Dissemination and Training Division, National Center for Posttraumatic Stress Disorder, Veterans Affairs Palo Alto Health Care System, Menlo Park, CA, United States
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Torous J, Bucci S, Bell IH, Kessing LV, Faurholt-Jepsen M, Whelan P, Carvalho AF, Keshavan M, Linardon J, Firth J. The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality. World Psychiatry 2021; 20:318-335. [PMID: 34505369 PMCID: PMC8429349 DOI: 10.1002/wps.20883] [Citation(s) in RCA: 264] [Impact Index Per Article: 88.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
As the COVID-19 pandemic has largely increased the utilization of telehealth, mobile mental health technologies - such as smartphone apps, vir-tual reality, chatbots, and social media - have also gained attention. These digital health technologies offer the potential of accessible and scalable interventions that can augment traditional care. In this paper, we provide a comprehensive update on the overall field of digital psychiatry, covering three areas. First, we outline the relevance of recent technological advances to mental health research and care, by detailing how smartphones, social media, artificial intelligence and virtual reality present new opportunities for "digital phenotyping" and remote intervention. Second, we review the current evidence for the use of these new technological approaches across different mental health contexts, covering their emerging efficacy in self-management of psychological well-being and early intervention, along with more nascent research supporting their use in clinical management of long-term psychiatric conditions - including major depression; anxiety, bipolar and psychotic disorders; and eating and substance use disorders - as well as in child and adolescent mental health care. Third, we discuss the most pressing challenges and opportunities towards real-world implementation, using the Integrated Promoting Action on Research Implementation in Health Services (i-PARIHS) framework to explain how the innovations themselves, the recipients of these innovations, and the context surrounding innovations all must be considered to facilitate their adoption and use in mental health care systems. We conclude that the new technological capabilities of smartphones, artificial intelligence, social media and virtual reality are already changing mental health care in unforeseen and exciting ways, each accompanied by an early but promising evidence base. We point out that further efforts towards strengthening implementation are needed, and detail the key issues at the patient, provider and policy levels which must now be addressed for digital health technologies to truly improve mental health research and treatment in the future.
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Affiliation(s)
- John Torous
- Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Massachusetts Mental Health Center, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Sandra Bucci
- Digital Research Unit, Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
- Centre for Health Informatics, University of Manchester, Manchester, UK
| | - Imogen H Bell
- Orygen, Melbourne, VIC, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC, Australia
| | - Lars V Kessing
- Psychiatric Center Copenhagen, Rigshospitalet, Copenhagen, Denmark
- Copenhagen Affective Disorder Research Center, Copenhagen, Denmark
| | - Maria Faurholt-Jepsen
- Psychiatric Center Copenhagen, Rigshospitalet, Copenhagen, Denmark
- Copenhagen Affective Disorder Research Center, Copenhagen, Denmark
| | - Pauline Whelan
- Digital Research Unit, Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
- Centre for Health Informatics, University of Manchester, Manchester, UK
| | - Andre F Carvalho
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Centre for Addiction and Mental Health (CAMH), Toronto, ON, Canada
- IMPACT (Innovation in Mental and Physical Health and Clinical Treatment) Strategic Research Centre, Deakin University, Geelong, VIC, Australia
| | - Matcheri Keshavan
- Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Massachusetts Mental Health Center, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Jake Linardon
- Deakin University, Centre for Social and Early Emotional Development and School of Psychology, Burwood, VIC, Australia
| | - Joseph Firth
- Division of Psychology and Mental Health, University of Manchester, Manchester, UK
- NICM Health Research Institute, Western Sydney University, Westmead, NSW, Australia
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16
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Gould CE, Loup J, Scales AN, Juang C, Carlson C, Ma F, Sakai EY. Development and Refinement of Educational Materials to Help Older Veterans Use VA Mental Health Mobile Apps. ACTA ACUST UNITED AC 2021; 51:414-423. [PMID: 34465939 DOI: 10.1037/pro0000354] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The U.S. Department of Veterans Affairs (VA) in collaboration with the Department of Defense has created mobile applications (apps) that target military Veteran-specific mental health challenges. With over half of Veterans being older than 65, it is essential to support these individuals' access to and use of these apps. One critical barrier to older adults using apps is that they may not be aware of mental health apps and often need assistance learning to use their devices. To address these gaps in knowledge, we designed and evaluated patient education materials teaching how to download apps and the basics of mobile device use. The materials also included step-by-step guides for three VA mobile apps: Mindfulness Coach, Mood Coach, and PTSD Coach. Guided by user-centered design and feedback from providers and older Veterans, the materials were developed and refined. Six local technology and geriatric content experts provided initial feedback. Next, six older Veterans (M = 78.5 years; 50% owned smartphones) formally evaluated the materials with a majority (83.3%) electing to 'recommend the materials to others.' Lastly, 12 providers provided feedback on the materials and 79% rated the materials as helpful. Providers viewed the materials as especially useful for patients who are unable to return to clinic. Overall, providers and Veterans found the materials easy to understand and valuable for novice users. Findings suggest the use of user-centered design principles and iterative evaluations to create patient technology education materials are vital to increase the use of mental health mobile apps among older Veterans.
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Affiliation(s)
- Christine E Gould
- Geriatric Research, Education, and Clinical Center (GRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Julia Loup
- Geriatric Research, Education, and Clinical Center (GRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Ashley N Scales
- Geriatric Research, Education, and Clinical Center (GRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA
| | | | - Chalise Carlson
- Geriatric Research, Education, and Clinical Center (GRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Flora Ma
- Psychology Service, VA Palo Alto Health Care System
- Pacific Graduate School of Psychology, Palo Alto University
| | - Erin Y Sakai
- Psychology Service, VA Palo Alto Health Care System
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McGee-Vincent P, Juhasz K, Jamison AL, Avery TJ, Owen JE, Jaworski BK, Blonigen DM. Mobile Mental Health Apps from the National Center for PTSD: Digital Self-Management Tools for Co-Occurring Disorders. J Dual Diagn 2021; 17:181-192. [PMID: 34152258 DOI: 10.1080/15504263.2021.1939919] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Mobile mental health apps can help bridge gaps in access to care for those with substance use disorders and dual diagnoses. The authors describe a portfolio of free, publicly available mobile mental health apps developed by the National Center for PTSD. The authors also demonstrate how this suite of primarily non-substance use disorder-specific mobile mental health apps may support the active ingredients of substance use disorder treatment or be used for self-management of substance use disorder and related issues. The potential advantages of these apps, as well as limitations and considerations for future app development, are discussed.
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Affiliation(s)
- Pearl McGee-Vincent
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Katherine Juhasz
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Andrea L Jamison
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Timothy J Avery
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Jason E Owen
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Beth K Jaworski
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Menlo Park, California, USA
| | - Daniel M Blonigen
- HSR&D Center for Innovation to Implementation, VA Palo Alto Health Care System; Menlo Park, California, USA.,Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
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18
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Connolly SL, Kuhn E, Possemato K, Torous J. Digital Clinics and Mobile Technology Implementation for Mental Health Care. Curr Psychiatry Rep 2021; 23:38. [PMID: 33961135 PMCID: PMC8103883 DOI: 10.1007/s11920-021-01254-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/26/2021] [Indexed: 12/25/2022]
Abstract
PURPOSE OF REVIEW Interest in digital mental health, especially smartphone apps, has expanded in light of limited access to mental health services and the need for remote care during COVID-19. Digital clinics, in which apps are blended into routine care, offer a potential solution to common implementation challenges including low user engagement and lack of clinical integration of apps. RECENT FINDINGS While the number of mental health apps available in commercial marketplaces continues to rise, there are few examples of successful implementation of these apps into care settings. We review one example of a digital clinic created within an academic medical center and another within the Department of Veterans Affairs. We then discuss how implementation science can inform new efforts to effectively integrate mental health technologies across diverse use cases. Integrating mental health apps into care settings is feasible but requires careful attention to multiple domains that will influence implementation success, including characteristics of the innovation (e.g., utility and complexity of the app), the recipients of the technology (e.g., patients and clinicians), and context (e.g., healthcare system buy-in, reimbursement, and regulatory policies). Examples of effective facilitation strategies that can be utilized to improve implementation efforts include co-production of technology involving all end users, specialized trainings for staff and patients, creation of new team members to aid in app usage (e.g., digital navigators), and re-design of clinical workflows.
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Affiliation(s)
- Samantha L Connolly
- Center for Healthcare Organization and Implementation Research, VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Eric Kuhn
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Kyle Possemato
- VA Center for Integrated Healthcare, Syracuse Veterans Affairs Medical Center, Syracuse, NY, USA
| | - John Torous
- Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, 02446, USA.
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19
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Jaworski BK, Taylor K, Ramsey KM, Heinz A, Steinmetz S, Pagano I, Moraja G, Owen JE. Exploring Usage of COVID Coach, a Public Mental Health App Designed for the COVID-19 Pandemic: Evaluation of Analytics Data. J Med Internet Res 2021; 23:e26559. [PMID: 33606656 PMCID: PMC7924218 DOI: 10.2196/26559] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 01/14/2021] [Accepted: 02/17/2021] [Indexed: 12/20/2022] Open
Abstract
Background The COVID-19 pandemic has significantly impacted mental health and well-being. Mobile mental health apps can be scalable and useful tools in large-scale disaster responses and are particularly promising for reaching vulnerable populations. COVID Coach is a free, evidence-informed mobile app designed specifically to provide tools and resources for addressing COVID-19–related stress. Objective The purpose of this study was to characterize the overall usage of COVID Coach, explore retention and return usage, and assess whether the app was reaching individuals who may benefit from mental health resources. Methods Anonymous usage data collected from COVID Coach between May 1, 2020, through October 31, 2020, were extracted and analyzed for this study. The sample included 49,287 unique user codes and 3,368,931 in-app events. Results Usage of interactive tools for coping and stress management comprised the majority of key app events (n=325,691, 70.4%), and the majority of app users tried a tool for managing stress (n=28,009, 58.8%). COVID Coach was utilized for ≤3 days by 80.9% (n=34,611) of the sample whose first day of app use occurred within the 6-month observation window. Usage of the key content in COVID Coach predicted returning to the app for a second day. Among those who tried at least one coping tool on their first day of app use, 57.2% (n=11,444) returned for a second visit; whereas only 46.3% (n=10,546) of those who did not try a tool returned (P<.001). Symptoms of anxiety, depression, and posttraumatic stress disorder (PTSD) were prevalent among app users. For example, among app users who completed an anxiety assessment on their first day of app use (n=4870, 11.4% of users), 55.1% (n=2680) reported levels of anxiety that were moderate to severe, and 29.9% (n=1455) of scores fell into the severe symptom range. On average, those with moderate levels of depression on their first day of app use returned to the app for a greater number of days (mean 3.72 days) than those with minimal symptoms (mean 3.08 days; t1=3.01, P=.003). Individuals with significant PTSD symptoms on their first day of app use utilized the app for a significantly greater number of days (mean 3.79 days) than those with fewer symptoms (mean 3.13 days; t1=2.29, P=.02). Conclusions As the mental health impacts of the pandemic continue to be widespread and increasing, digital health resources, such as apps like COVID Coach, are a scalable way to provide evidence-informed tools and resources. Future research is needed to better understand for whom and under what conditions the app is most helpful and how to increase and sustain engagement.
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Affiliation(s)
- Beth K Jaworski
- National Center for PTSD, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Katherine Taylor
- National Center for PTSD, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Kelly M Ramsey
- National Center for PTSD, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Adrienne Heinz
- National Center for PTSD, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States.,School of Medicine, Stanford University, Stanford, CA, United States
| | - Sarah Steinmetz
- National Center for PTSD, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
| | - Ian Pagano
- University of Hawaii Cancer Center, Honolulu, HI, United States
| | | | - Jason E Owen
- National Center for PTSD, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States
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20
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O’Toole K, Brown CA. Evaluating the quality of resilience apps for military members and public safety personnel. JOURNAL OF MILITARY, VETERAN AND FAMILY HEALTH 2021. [DOI: 10.3138/jmvfh-2020-0002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
LAY SUMMARY A growing number of smartphone apps are being recommended to help build resilience. It is important to test whether these apps are of good quality and evidence-based. This study systematically evaluated 12 popular resilience-related apps for military and public service personnel and found that the majority were of high quality.
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Affiliation(s)
- Kaitlin O’Toole
- Department of Occupational Therapy, University of Alberta, Edmonton, Alberta, Canada
| | - Cary A. Brown
- Department of Occupational Therapy, University of Alberta, Edmonton, Alberta, Canada
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21
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Lagan S, Ramakrishnan A, Lamont E, Ramakrishnan A, Frye M, Torous J. Digital health developments and drawbacks: a review and analysis of top-returned apps for bipolar disorder. Int J Bipolar Disord 2020; 8:39. [PMID: 33259047 PMCID: PMC7704602 DOI: 10.1186/s40345-020-00202-4] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 09/08/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Although a growing body of literature highlights the potential benefit of smartphone-based mobile apps to aid in self-management and treatment of bipolar disorder, it is unclear whether such evidence-based apps are readily available and accessible to a user of the app store. RESULTS Using our systematic framework for the evaluation of mental health apps, we analyzed the accessibility, privacy, clinical foundation, features, and interoperability of the top-returned 100 apps for bipolar disorder. Only 56% of the apps mentioned bipolar disorder specifically in their title, description, or content. Only one app's efficacy was supported in a peer-reviewed study, and 32 apps lacked privacy policies. The most common features provided were mood tracking, journaling, and psychoeducation. CONCLUSIONS Our analysis reveals substantial limitations in the current digital environment for individuals seeking an evidence-based, clinically usable app for bipolar disorder. Although there have been academic advances in development of digital interventions for bipolar disorder, this work has yet to be translated to the publicly available app marketplace. This unmet need of digital mood management underscores the need for a comprehensive evaluation system of mental health apps, which we have endeavored to provide through our framework and accompanying database (apps.digitalpsych.org).
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Affiliation(s)
- Sarah Lagan
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, 75 Fenwood Road, Boston, MA, 02446, USA
| | - Abinaya Ramakrishnan
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, 75 Fenwood Road, Boston, MA, 02446, USA
- Vanderbilt University, Nashville, TN, USA
| | - Evan Lamont
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, 75 Fenwood Road, Boston, MA, 02446, USA
- Boston Graduate School of Psychoanalysis, Boston, MA, USA
| | - Aparna Ramakrishnan
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, 75 Fenwood Road, Boston, MA, 02446, USA
| | | | - John Torous
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, 75 Fenwood Road, Boston, MA, 02446, USA.
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22
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Pacella-LaBarbara ML, Suffoletto BP, Kuhn E, Germain A, Jaramillo S, Repine M, Callaway CW. A Pilot Randomized Controlled Trial of the PTSD Coach App Following Motor Vehicle Crash-related Injury. Acad Emerg Med 2020; 27:1126-1139. [PMID: 32339359 PMCID: PMC9365500 DOI: 10.1111/acem.14000] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 03/27/2020] [Accepted: 04/22/2020] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Posttraumatic stress disorder (PTSD) symptoms (PTSS) are common after minor injuries and can impair recovery. We sought to understand whether an evidence-based mobile phone application with self-help tools (PTSD Coach) could be useful to improve recovery after acute trauma among injured emergency department (ED) patients. This pilot study examined the feasibility, acceptability, and potential benefit of using PTSD Coach among acutely injured motor vehicle crash (MVC) patients. METHODS From September 2017 to September 2018, we recruited adult patients within 24 hours post-MVC from the EDs of two Level I trauma centers in the United States. We randomly assigned 64 injured adults to either the PTSD Coach (n = 33) or treatment as usual (TAU; n = 31) condition. We assessed PTSS and associated symptoms at 1 month (83% retained) and 3 months (73% retained) postenrollment. RESULTS Enrollment was feasible (74% of eligible subjects participated) but usability and engagement were low (67% used PTSD Coach at least once, primarily in week 1); 76% of those who used it rated the app as moderately to extremely helpful. No differences emerged between groups in PTSS outcomes. Exploratory analyses among black subjects (n = 21) indicated that those in the PTSD Coach condition (vs. TAU) reported marginally lower PTSS (95% CI = -0.30 to 37.77) and higher PTSS coping self-efficacy (95% CI = -58.20 to -3.61) at 3 months. CONCLUSIONS We demonstrated feasibility to recruit acutely injured ED patients into an app-based intervention study, yet mixed evidence emerged for the usability and benefit of PTSD Coach. Most patients used the app once and rated it favorably in regard to satisfaction with and helpfulness, but longitudinal engagement was low. This latter finding may explain the lack of overall effects on PTSS. Additional research is warranted regarding whether targeting more symptomatic patients and the addition of engagement and support features can improve efficacy.
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Affiliation(s)
- Maria L Pacella-LaBarbara
- From the, Department of Emergency Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Brian P Suffoletto
- From the, Department of Emergency Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Eric Kuhn
- the, Dissemination and Training Division, National Center for PTSD, Palo Alto, CA
- the, Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Stanford, CA
| | - Anne Germain
- and the, Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Stephany Jaramillo
- From the, Department of Emergency Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Melissa Repine
- From the, Department of Emergency Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Clifton W Callaway
- From the, Department of Emergency Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
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23
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Affiliation(s)
- Lisa Huang
- Medical Library, North Florida/South Georgia Veterans Health System Library Service, Gainesville, FL, USA
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24
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Leveraging Implementation Science to Understand Factors Influencing Sustained Use of Mental Health Apps: a Narrative Review. ACTA ACUST UNITED AC 2020; 6:184-196. [PMID: 32923580 PMCID: PMC7476675 DOI: 10.1007/s41347-020-00165-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 08/10/2020] [Accepted: 08/31/2020] [Indexed: 12/11/2022]
Abstract
Mental health (MH) smartphone applications (apps), which can aid in self-management of conditions such as depression and anxiety, have demonstrated dramatic growth over the past decade. However, their effectiveness and potential for sustained use remain uncertain. This narrative review leverages implementation science theory to explore factors influencing MH app uptake. The review is guided by the integrated Promoting Action on Research Implementation in Health Services (i-PARIHS) framework and discusses the role of the innovation, its recipients, context, and facilitation in influencing successful implementation of MH apps. The review highlights critical literature published between 2015 and 2020 with a focus on depression and anxiety apps. Sources were identified via PubMed, Google Scholar, and Twitter using a range of keywords pertaining to MH apps. Findings suggest that for apps to be successful, they must be advantageous over alternative tools, relatively easy to navigate, and aligned with users’ needs, skills, and resources. Significantly more attention must be paid to the complex contexts in which MH app implementation is occurring in order to refine facilitation strategies. The evidence base is still uncertain regarding the effectiveness and usability of MH apps, and much can be learned from the apps we use daily; namely, simpler is better and plans to integrate full behavioral treatments into smartphone form may be misguided. Non-traditional funding mechanisms that are nimble, responsive, and encouraging of industry partnerships will be necessary to move the course of MH app development in the right direction.
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25
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Drissi N, Ouhbi S, Janati Idrissi MA, Fernandez-Luque L, Ghogho M. Connected Mental Health: Systematic Mapping Study. J Med Internet Res 2020; 22:e19950. [PMID: 32857055 PMCID: PMC7486675 DOI: 10.2196/19950] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 07/02/2020] [Accepted: 07/28/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Although mental health issues constitute an increasing global burden affecting a large number of people, the mental health care industry is still facing several care delivery barriers such as stigma, education, and cost. Connected mental health (CMH), which refers to the use of information and communication technologies in mental health care, can assist in overcoming these barriers. OBJECTIVE The aim of this systematic mapping study is to provide an overview and a structured understanding of CMH literature available in the Scopus database. METHODS A total of 289 selected publications were analyzed based on 8 classification criteria: publication year, publication source, research type, contribution type, empirical type, mental health issues, targeted cohort groups, and countries where the empirically evaluated studies were conducted. RESULTS The results showed that there was an increasing interest in CMH publications; journals were the main publication channels of the selected papers; exploratory research was the dominant research type; advantages and challenges of the use of technology for mental health care were the most investigated subjects; most of the selected studies had not been evaluated empirically; depression and anxiety were the most addressed mental disorders; young people were the most targeted cohort groups in the selected publications; and Australia, followed by the United States, was the country where most empirically evaluated studies were conducted. CONCLUSIONS CMH is a promising research field to present novel approaches to assist in the management, treatment, and diagnosis of mental health issues that can help overcome existing mental health care delivery barriers. Future research should be shifted toward providing evidence-based studies to examine the effectiveness of CMH solutions and identify related issues.
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Affiliation(s)
- Nidal Drissi
- Department of Computer Science and Software Engineering, United Arab Emirates University, Al Ain, United Arab Emirates.,National School For Computer Science, Mohammed V University in Rabat, Rabat, Morocco
| | - Sofia Ouhbi
- Department of Computer Science and Software Engineering, United Arab Emirates University, Al Ain, United Arab Emirates
| | | | | | - Mounir Ghogho
- TICLab, International University of Rabat, Rabat, Morocco
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26
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Patel D, Sarlati S, Martin-Tuite P, Feler J, Chehab L, Texada M, Marquez R, Orellana FJ, Henderson TL, Nwabuo A, Plevin R, Dicker RA, Juillard C, Sammann A. Designing an Information and Communications Technology Tool With and for Victims of Violence and Their Case Managers in San Francisco: Human-Centered Design Study. JMIR Mhealth Uhealth 2020; 8:e15866. [PMID: 32831179 PMCID: PMC7477672 DOI: 10.2196/15866] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 01/31/2020] [Accepted: 06/03/2020] [Indexed: 01/17/2023] Open
Abstract
Background Violence is a public health problem. Hospital-based violence intervention programs such as the San Francisco Wraparound Project (WAP) have been shown to reduce future violent injury. The WAP model employs culturally competent case managers who recruit and enroll violently injured patients as clients. Client acceptance of the WAP intervention is variable, and program success depends on streamlined, timely communication and access to resources. High rates of smartphone usage in populations who are at risk for violent reinjury create an opportunity to design a tailored information and communications technology (ICT) tool to support hospital-based violence intervention programs. Objective Current evidence shows that ICT tools developed in the health care space may not be successful in engaging vulnerable populations. The goal of this study was to use human-centered design methodology to identify the unique communication needs of the clients and case managers at WAP to design a mobile ICT. Methods We conducted 15 semi-structured interviews with users: clients, their friends and families, case managers, and other stakeholders in violence intervention and prevention. We used a human-centered design and general inductive approach to thematic analysis to identify themes in the qualitative data, which were extrapolated to insight statements and then reframed into design opportunities. Wireframes of potential mobile ICT app screens were developed to depict these opportunities. Results Thematic analysis revealed four main insights that were characterized by the opposing needs of our users. (1) A successful relationship is both professional and personal. Clients need this around the clock, but case managers can only support this while on the clock. (2) Communications need to feel personal, but they do not always need to be personalized. (3) Healing is a journey of skill development and lifestyle changes that must be acknowledged, monitored, and rewarded. (4) Social networks need to provide peer support for healing rather than peer pressure to propagate violence. These insights resulted in the following associated design opportunities: (1) Maximize personal connection while controlling access, (2) allow case managers to personalize automated client interactions, (3) hold clients accountable to progress and reward achievements, and (4) build a connected, yet confidential community. Conclusions Human-centered design enabled us to identify unique insights and design opportunities that may inform the design of a novel and tailored mobile ICT tool for the WAP community.
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Affiliation(s)
- Devika Patel
- Department of Surgery, University of California, San Francisco, CA, United States
| | - Siavash Sarlati
- Department of Emergency Medicine, University of California, San Francisco, CA, United States
| | - Patrick Martin-Tuite
- University of California, San Francisco School of Medicine, San Francisco, CA, United States
| | - Joshua Feler
- Yale University School of Medicine, New Haven, CT, United States
| | - Lara Chehab
- Department of Surgery, University of California, San Francisco, CA, United States
| | - Michael Texada
- Department of Surgery, University of California, San Francisco, CA, United States
| | - Ruben Marquez
- Department of Surgery, University of California, San Francisco, CA, United States
| | - F Julia Orellana
- Department of Surgery, University of California, San Francisco, CA, United States
| | - Terrell L Henderson
- Department of Surgery, University of California, San Francisco, CA, United States
| | - Adaobi Nwabuo
- Department of Surgery, University of California, San Francisco, CA, United States
| | - Rebecca Plevin
- Department of Surgery, University of California, San Francisco, CA, United States
| | - Rochelle Ami Dicker
- Division of Surgical Critical Care, Department of Surgery, University of California, Los Angeles, CA, United States
| | - Catherine Juillard
- Division of Surgical Critical Care, Department of Surgery, University of California, Los Angeles, CA, United States
| | - Amanda Sammann
- Department of Surgery, University of California, San Francisco, CA, United States
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27
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Marshall JM, Dunstan DA, Bartik W. Treating Psychological Trauma in the Midst of COVID-19: The Role of Smartphone Apps. Front Public Health 2020; 8:402. [PMID: 33014955 PMCID: PMC7461952 DOI: 10.3389/fpubh.2020.00402] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 07/08/2020] [Indexed: 01/18/2023] Open
Abstract
With the COVID-19 pandemic confronting health systems worldwide, medical practitioners are treating a myriad of physical symptoms that have, sadly, killed many thousands of people. There are signs that the public is also experiencing psychological trauma as they attempt to navigate their way through the COVID-19 restrictions impinging on many aspects of society. With unprecedented demand for health professionals' time, people who are unable to access face-to-face assistance are turning to smartphone apps to help them deal with symptoms of trauma. However, the evidence for smartphone apps to treat trauma is limited, and clinicians need to be aware of the limitations and unresolved issues involved in using mental health apps.
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Affiliation(s)
- Jamie M Marshall
- Faculty of Medicine and Health, School of Psychology, University of New England, Armidale, NSW, Australia
| | - Debra A Dunstan
- Faculty of Medicine and Health, School of Psychology, University of New England, Armidale, NSW, Australia
| | - Warren Bartik
- Faculty of Medicine and Health, School of Psychology, University of New England, Armidale, NSW, Australia
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28
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Abstract
OBJECTIVES To survey international regulatory frameworks that serve to protect privacy of personal data as a human right as well as to review the literature regarding privacy protections and data ownership in mobile health (mHealth) technologies between January 1, 2016 and June 1, 2019 in order to identify common themes. METHODS We performed a review of relevant literature available in English published between January 1, 2016 and June 1, 2019 from databases including PubMed, Google Scholar, and Web of Science, as well as relevant legislative background material. Articles out of scope (as detailed below) were eliminated. We categorized the remaining pool of articles and discrete themes were identified, specifically: concerns around data transmission and storage, including data ownership and the ability to re-identify previously de-identified data; issues with user consent (including the availability of appropriate privacy policies) and access control; and the changing culture and variable global attitudes toward privacy of health data. RESULTS Recent literature demonstrates that the security of mHealth data storage and transmission remains of wide concern, and aggregated data that were previously considered "de-identified" have now been demonstrated to be re-identifiable. Consumer-informed consent may be lacking with regard to mHealth applications due to the absence of a privacy policy and/or to text that is too complex and lengthy for most users to comprehend. The literature surveyed emphasizes improved access control strategies. This survey also illustrates a wide variety of global user perceptions regarding health data privacy. CONCLUSION The international regulatory framework that serves to protect privacy of personal data as a human right is diverse. Given the challenges legislators face to keep up with rapidly advancing technology, we introduce the concept of a "healthcare fiduciary" to serve the best interest of data subjects in the current environment.
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Affiliation(s)
- Hannah K. Galvin
- Cambridge Health Alliance, Cambridge, MA, USA
- Tufts University School of Medicine, Boston, MA, USA
| | - Paul R. DeMuro
- Chief Legal Officer Health and Wellness, Royal Palm Companies, Miami, Florida
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29
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Gould CE, Loup J, Kuhn E, Beaudreau SA, Ma F, Goldstein MK, Wetherell JL, Zapata AML, Choe P, O'Hara R. Technology use and preferences for mental health self-management interventions among older veterans. Int J Geriatr Psychiatry 2020; 35:321-330. [PMID: 31854029 DOI: 10.1002/gps.5252] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 12/07/2019] [Indexed: 11/08/2022]
Abstract
OBJECTIVES The United States Department of Veterans Affairs offers numerous technology-delivered interventions to self-manage mental health problems. It is unknown, however, what barriers older military veterans face to using these technologies and how willing they would be to use technologies for mental health concerns. METHODS Seventy-seven veterans (Mage = 69.16 years; SD = 7.10) completed interviews in a concurrent mixed methods study. Interviewers asked about technology ownership and described four modalities of delivering self-management interventions: printed materials, DVDs, Internet, and mobile apps. Interviewers obtained feedback about each modality's benefits, barriers, and facilitators. Participants ranked their self-management modalities preferences alone and compared with counseling. Multivariable adjusted logistic regression and qualitative analyses were conducted to investigate the reasons contributing to preferences. RESULTS Most reported owning a computer (84.4%), having home Internet (80.5%), and a smartphone (70.1%). Participants preferred printed materials (35.1%) over mobile apps (28.6%), Internet (24.7%), and DVDs (13.0%). Lower computer proficiency was associated with preferring DVDs; higher proficiency was associated with Internet and mobile interventions. Residing in an urban area was associated with mobile apps. When counseling was an option, 66% identified this as their first preference. Qualitative findings showed veterans' desire for information, training, and provider support with technology. CONCLUSIONS Older veterans reported high technology ownership rates but varied preferences for self-management interventions. Notably, two-thirds preferred some form of technology, which points to the importance of ensuring that providers offer existing technology-delivered interventions to older veterans. Veterans' strong preference for counseling emphasizes the need for human support alongside self-management.
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Affiliation(s)
- Christine E Gould
- Palo Alto Geriatric Research, Education, and Clinical Center (GRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Julia Loup
- Palo Alto Geriatric Research, Education, and Clinical Center (GRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Eric Kuhn
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.,National Center for PTSD, VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Sherry A Beaudreau
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.,Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Flora Ma
- Palo Alto Geriatric Research, Education, and Clinical Center (GRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA.,Pacific Graduate School of Psychology, Palo Alto University, Palo Alto, CA, USA
| | - Mary K Goldstein
- Medical Service, VA Palo Alto Health Care System, Palo Alto, CA, USA.,Stanford University, Center for Primary Care and Outcomes Research (PCOR), Stanford, CA, USA
| | - Julie Loebach Wetherell
- Psychology Service, VA San Diego Healthcare System, San Diego, CA, USA.,Department of Psychiatry, University of California, San Diego, CA, USA
| | - Aimee Marie L Zapata
- Palo Alto Geriatric Research, Education, and Clinical Center (GRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Philip Choe
- Palo Alto Geriatric Research, Education, and Clinical Center (GRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Ruth O'Hara
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.,Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), VA Palo Alto Health Care System, Palo Alto, CA, USA
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Abstract
BACKGROUND Although apps are increasingly being used to support the diagnosis, treatment and management of mental illness, there is no single means through which costs associated with mental apps are being reimbursed. Furthermore, different apps are amenable to different means of reimbursement as not all apps generate value in the same way. AIMS To provide insights into how apps are currently generating value and being reimbursed across the world, with a particular focus on the situation in the USA. METHOD An international team performed secondary research on how apps are being used and on common pathways to remuneration. RESULTS The uses of apps today and in the future are reviewed, the nature of the value delivered by apps is summarised and an overview of app reimbursement in the USA and other countries is provided. Recommendations regarding how payments might be made for apps in the future are discussed. CONCLUSIONS Currently, apps are being reimbursed through channels with other original purposes. There may be a need to develop an app-specific channel for reimbursement which is analogous to the channels used for devices, drugs and laboratory tests.
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Affiliation(s)
| | - John B Torous
- Director, Digital Psychiatry Division, Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, USA
| | - Joseph Firth
- Senior Research Fellow, NICM Health Research Institute, Western Sydney University, Australia; and Honorary Research Fellow, Division of Psychology and Mental Health, Faculty of Biology Medicine and Health, University of Manchester, UK
| | - Kenneth R Kaufman
- Professor of Psychiatry, Neurology, and Anaesthesiology, Rutgers Robert Wood Johnson Medical School, USA; and Visiting Professor of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, UK
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31
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Galvin HK, Petersen C, Subbian V, Solomonides A. Patients as Agents in Behavioral Health Research and Service Provision: Recommendations to Support the Learning Health System. Appl Clin Inform 2019; 10:841-848. [PMID: 31694055 PMCID: PMC6834452 DOI: 10.1055/s-0039-1700536] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Accepted: 08/28/2019] [Indexed: 12/29/2022] Open
Abstract
Authentic inclusion and engagement of behavioral health patients in their care delivery and in the process of scientific discovery are often challenged in the health care system. Consequently, there is a growing need to engage with and better serve the needs of behavioral health patients, particularly by leveraging health information technologies. In this work, we present rationale and strategies for improving patient engagement in this population in research and clinical care. First, we describe the potential for creating meaningful patient-investigator partnerships in behavioral health research to allow for cocreation of knowledge with patients. Second, in the context of behavioral health services, we explore the utility of sharing clinical notes to promote patients' agency in care delivery. Both lines of inquiry are centered in a Learning Health System model for behavioral health, where patients are agents in enhancing the therapeutic alliance and advancing the process of knowledge generation. Recommendations include genuinely democratizing the health care system and biomedical research enterprise through patient-centered information technologies such as patient portals. In research and technology development, we recommend seeking and tailoring behavioral health patients' involvement to their abilities, promoting patient input in data analysis plans, evaluating research and informatics initiatives for patients and clinicians, and sharing success and research findings with patients. In clinical practice, we recommend encouraging patients to read behavioral health notes on portals, engaging in proactive communication regarding note content, assessing outcomes including stress and anxiety in response to note content, and working with technology providers to support note-sharing governance and deployment.
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Affiliation(s)
| | - Carolyn Petersen
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States
| | - Vignesh Subbian
- Department of Biomedical Engineering, University of Arizona, Tucson, Arizona, United States
| | - Anthony Solomonides
- Department of Systems and Industrial Engineering, University of Arizona, Tucson, Arizona, United States
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32
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Abstract
PURPOSE OF REVIEW This article reviews recent evidence related to public health epidemiology and intervention for traumatic stress and PTSD. Recent evidence is presented regarding incidence of traumatic stress worldwide, as well as most frequent types of traumas, indicators of the public health burden of PTSD, and prevalence, predictors, and correlates of PTSD. Public health perspectives on intervention and treatment are delineated, and innovations in both psychosocial and psychopharmacological interventions are highlighted. RECENT FINDINGS PTSD has been associated with substantial medical and economic burden. Recent public health preventive innovations include integrated medical/behavioral health care, acute CBT and attention interventions, modifications to CBT protocols, use of novel and augmentative psychopharmacological agents, and use of technology. Recent research regarding the scope and impact of traumatic stress, as well as prevention strategies for PTSD, have resulted in an improved understanding of its impact and more effective public health interventions.
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Affiliation(s)
- Patricia Watson
- Department of Veterans Affairs (116D), National Center for PTSD, Executive Division, 215 N. Main ST, White River Junction, VT, 05009, USA.
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33
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Schellong J, Lorenz P, Weidner K. Proposing a standardized, step-by-step model for creating post-traumatic stress disorder (PTSD) related mobile mental health apps in a framework based on technical and medical norms. Eur J Psychotraumatol 2019; 10:1611090. [PMID: 31143412 PMCID: PMC6522973 DOI: 10.1080/20008198.2019.1611090] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 04/01/2019] [Accepted: 04/15/2019] [Indexed: 12/30/2022] Open
Abstract
Background: Prevalence of post-traumatic stress disorder (PTSD) is a problem all over the world. There are high barriers for entry into formal psychotherapy, which results in a lack of mental health care for a significant part of the population. Mobile mental Health (mMHealth) applications (apps) seem to be a promising new development for countering this lack of care, building on the success of mHealth (Mobile Health) apps in general. Unfortunately, the overall quality of such apps stands in high contrast to their number. The aim of this manuscript is to propose a standard for creating PTSD-related mMHealth apps incorporating a process for evaluation and assessment of their usability and impact. Methods: This is done by first defining each step of the process and its relation to the other steps. The steps themselves, divided into those concerned with development, evaluation and implementation, are bound to the established medical and technical norms pertaining to them. Existing protocols from recent literature have been integrated into these steps. Results: As a result, a comprehensive model covering the process of creating, assessing and implementing an mMHealth app from start to finish was developed. The model may be adapted to other disorders or specialized for certain symptoms of PTSD. Conclusion: Adopting such a model could result in a 'blueprint' for creating mMHealth apps in a standardized way, thereby facilitating the testing and comparing of such apps.
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Affiliation(s)
- Julia Schellong
- Department of Psychotherapy and Psychosomatic Medicine, Medizinische Fakultät Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Patrick Lorenz
- Department of Psychotherapy and Psychosomatic Medicine, Medizinische Fakultät Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Kerstin Weidner
- Department of Psychotherapy and Psychosomatic Medicine, Medizinische Fakultät Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
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34
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Affiliation(s)
- Josef I Ruzek
- Center for m2 Health, Palo Alto University, Palo Alto, CA, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA USA
| | - Carolyn M Yeager
- Psychology Department, University of Colorado Colorado Springs, Colorado Springs, CO, USA
- Trauma, Health, & Hazards Center, University of Colorado Colorado Springs, Colorado Springs, CO, USA
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