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Agudelo R, Pereañez JA, Muñoz SMC, Granados J, Ceballos M. e-Health applications for outpatient professional pharmaceutical care services: A scoping review. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2025; 17:100567. [PMID: 39926416 PMCID: PMC11803173 DOI: 10.1016/j.rcsop.2025.100567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 12/04/2024] [Accepted: 01/14/2025] [Indexed: 02/11/2025] Open
Abstract
Background eHealth, or electronic or digital health, integrates information and communication technologies (ICT) into healthcare, including professional pharmaceutical care services. Nevertheless, to date, there is a lack of guidance in establishing the technologies' requirements, design, and implementation. Therefore, it urges the need to conduct a study regarding this topic is needed. Objectives To identify and map information regarding the functionalities, contents, and structures of e-health applications designed for professional pharmaceutical care services in outpatient settings and to explore their effectiveness, usability, and user-friendliness. Methods A scoping systematic review was conducted on the PubMed/Medline and Scielo databases, following the PRISMAScR guidelines. The study covered articles published between May 2018 and December 2023. The main search terms were "pharmaceutical care, dispensation, adverse drug reaction, mobile phone, app." Other related terms were also included. Results 1469 articles were identified, of which different exclusion criteria excluded 1409. Sixty full-text articles were reviewed, of which six contained relevant information about the characteristics and functionalities of software designed to support pharmaceutical care activities, such as dispensation, pharmacovigilance, health education, and pharmacotherapeutic follow-up. In addition, one reference was identified in the selected articles, which was deemed relevant to the study. The characteristics and structures in mobile applications include medication information, identification of adverse drug reactions, pharmacist follow-up, indicators of safety and effectiveness, and interaction of patients with health care personnel, among others. In addition, two applications reported the effectiveness evaluation, whereas four showed results about usability tests. Conclusions This review retrieved six applications for outpatient professional pharmaceutical care services. Most of them are directed to the patients, and the most relevant functionalities were general information about medication and reminders, identification of interactions and adverse drug reactions, and adherence, among others. Two of six apps tested the effectivity, four tested usability, and three of six performed UCD, mainly using surveys. This review highlights the scarce information about implementing ICT in outpatient pharmaceutical care services.
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Affiliation(s)
- Raquel Agudelo
- Grupo de Investigación de Promoción y Prevención Farmacéutica, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Medellín, Colombia
- Grupo de Investigación de Tecnología en Regencia de Farmacia, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Medellín, Colombia
| | - Jaime Andrés Pereañez
- Grupo de Investigación de Promoción y Prevención Farmacéutica, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Medellín, Colombia
| | - Sandra Milena Correa Muñoz
- Grupo de Investigación de Tecnología en Regencia de Farmacia, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Medellín, Colombia
| | - Johan Granados
- Grupo de Investigación de Promoción y Prevención Farmacéutica, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Medellín, Colombia
- Grupo de Investigación de Tecnología en Regencia de Farmacia, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Medellín, Colombia
| | - Mauricio Ceballos
- Grupo de Investigación de Promoción y Prevención Farmacéutica, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Medellín, Colombia
- Grupo de Investigación de Tecnología en Regencia de Farmacia, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Medellín, Colombia
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Ezimora I, Lundberg T, Miars D, Trujeque J, Papias A, Del Cid MV, Folk JB, Tolou-Shams M. Reflections of Foster Youth Engaging in the Co-Design of Digital Mental Health Technology: Duoethnography Study. JMIR Form Res 2025; 9:e53231. [PMID: 39832159 PMCID: PMC11791460 DOI: 10.2196/53231] [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: 09/29/2023] [Revised: 02/29/2024] [Accepted: 11/20/2024] [Indexed: 01/22/2025] Open
Abstract
BACKGROUND Current research on digital applications to support the mental health and well-being of foster youth is limited to theoretical applications for transition-aged foster youth and support platforms developed without intentional input from foster youth themselves. Centering the lived expertise of foster youth in digital solutions is crucial to dismantling barriers to care, leading to an increase in service access and improving mental health outcomes. Co-design centers the intended end users during the design process, creating a direct relationship between potential users and developers. This methodology holds promise for creating tools centered on foster youth, yet little is known about the co-design experience for foster youth. Understanding foster youth's experience with co-design is crucial to identifying best practices, knowledge of which is currently limited. OBJECTIVE The aim of this paper is to reflect on the experiences of 4 foster youth involved in the co-design of FostrSpace, a mobile app designed through a collaboration among foster youth in the San Francisco Bay Area; clinicians and academics from the Juvenile Justice Behavioral Health research team at the University of California, San Francisco; and Chorus Innovations, a rapid technology development platform specializing in participatory design practices. Key recommendations for co-designing with foster youth were generated with reference to these reflections. METHODS A duoethnography study was conducted over a 1-month period with the 4 transition-aged former foster youth co-designers of FostrSpace via written reflections and a single in-person roundtable discussion. Reflections were coded and analyzed via reflexive thematic analysis. RESULTS In total, 4 main themes were identified from coding of the duoethnography reflections: power and control, resource navigation, building community and safe spaces, and identity. Themes of power and control and resource navigation highlighted the challenges FostrSpace co-designers experienced trying to access basic needs, support from caregivers, and mental health resources as foster youth and former foster youth. Discussions pertaining to building community and safe spaces highlighted the positive effect of foster youth communities on co-designers, and discussions related to identity revealed the complexities associated with understanding and embracing foster youth identity. CONCLUSIONS This duoethnography study highlights the importance of centering the lived expertise of co-designers throughout the app development process. As the digital health field increasingly shifts toward using co-design methods to develop digital mental health technologies for underserved youth populations, we offer recommendations for researchers seeking to ethically and effectively engage youth co-designers. Actively reflecting throughout the co-design process, finding creative ways to engage in power-sharing practices to build community, and ensuring mutual benefit among co-designers are some of the recommended core components to address when co-designing behavioral health technologies for youth.
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Affiliation(s)
- Ifunanya Ezimora
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Tylia Lundberg
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Dylan Miars
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Jeruel Trujeque
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Ashley Papias
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Margareth V Del Cid
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Johanna B Folk
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Marina Tolou-Shams
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
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Doerwald F, Stalling I, Recke C, Busse H, Shrestha R, Rach S, Bammann K. A rapid review of digital approaches for the participatory development of health-related interventions. Front Public Health 2024; 12:1461422. [PMID: 39678234 PMCID: PMC11638186 DOI: 10.3389/fpubh.2024.1461422] [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: 07/08/2024] [Accepted: 11/08/2024] [Indexed: 12/17/2024] Open
Abstract
Objectives Using participatory approaches to design health interventions is promising, and the ongoing digitalization has enabled the development of diverse digital formats for this purpose. These digital formats bring forth distinct advantages and challenges that should be carefully considered. This rapid review aims to present an overview of digital formats employed in participatory health intervention development and their reported benefits and barriers. Design A qualitative rapid review was conducted, following recommendations by the Cochrane Rapid Reviews Methods Group. The literature search was carried out in October 2022 and encompassed the PubMed, Embase, PsycINFO, and Cochrane CENTRAL databases. Studies were included if they were published in 2010 or later and reported the development of a health-related intervention employing digital formats in the participatory process. Results A total of 22 studies were included. We identified three types of digital formats used for participatory health intervention development: web-based participatory formats (n = 14), digital participatory visual formats (n = 5), and digital participatory mapping (n = 3). The reported benefits of applying digital formats included enhanced participant anonymity, increased time and cost efficiency, and more flexibility regarding scheduling and extent of participation. Among the reported barriers were sufficient internet connectivity, required technical skills, and online fatigue. Conclusion The review shows a variety of digital formats employed to develop participatory health interventions. Yet, these methods are primarily digital adaptations of pre-existing analog formats. Innovative digital approaches involving, for example, virtual reality devices remain largely unused. The review also revealed a need for establishing shared terminology and reporting standards to facilitate communication, comparison, and synthesis of findings in this evolving area of research.
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Affiliation(s)
- Friederike Doerwald
- Institute for Public Health and Nursing Research (IPP), Working Group Epidemiology of Demographic Change, University of Bremen, Bremen, Germany
- Leibniz ScienceCampus Digital Public Health Bremen, Bremen, Germany
| | - Imke Stalling
- Institute for Public Health and Nursing Research (IPP), Working Group Epidemiology of Demographic Change, University of Bremen, Bremen, Germany
| | - Carina Recke
- Institute for Public Health and Nursing Research (IPP), Working Group Epidemiology of Demographic Change, University of Bremen, Bremen, Germany
| | - Heide Busse
- Leibniz ScienceCampus Digital Public Health Bremen, Bremen, Germany
- Department of Prevention and Evaluation, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
| | - Rehana Shrestha
- Leibniz ScienceCampus Digital Public Health Bremen, Bremen, Germany
- Department of Social Epidemiology, Institute for Public Health and Nursing Research (IPP), University of Bremen, Bremen, Germany
| | - Stefan Rach
- Leibniz ScienceCampus Digital Public Health Bremen, Bremen, Germany
- Department of Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
| | - Karin Bammann
- Institute for Public Health and Nursing Research (IPP), Working Group Epidemiology of Demographic Change, University of Bremen, Bremen, Germany
- Leibniz ScienceCampus Digital Public Health Bremen, Bremen, Germany
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Karsan S, Diaz-Fong JP, Ly R, Hellemann G, Feusner JD. Quantifying body size estimation accuracy and body dissatisfaction in body dysmorphic disorder using a digital avatar. Compr Psychiatry 2024; 135:152529. [PMID: 39241374 PMCID: PMC12032535 DOI: 10.1016/j.comppsych.2024.152529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 08/07/2024] [Accepted: 09/01/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND A core feature of body dysmorphic disorder (BDD) is body image disturbance. Many with BDD misperceive and are dissatisfied with the sizes and shapes of body parts, but detailed quantification and analysis of this has not yet been performed. To address this gap, we applied Somatomap 3D, a digital avatar tool, to quantify body image disturbances by assessing body size estimation (BSE) accuracy and body dissatisfaction. METHODS Sixty-one adults (31 with BDD, 30 healthy controls) created avatars to reflect their perceived current body and ideal body by altering 23 body part sizes and lengths using Somatomap 3D. Physical measurements of corresponding body parts were recorded for comparison. BSE accuracy (current minus actual) and body dissatisfaction (ideal minus current) were compared between groups and in relation to BDD symptom severity using generalized estimating equations. RESULTS Individuals with BDD significantly over- and under-estimated certain body parts compared to healthy controls. Individuals with BDD overall desired significantly thinner body parts compared to healthy controls. Moreover, those with worse BSE accuracy had greater body dissatisfaction and poorer insight. CONCLUSION In sum, this digital avatar tool revealed disturbances in body image in individuals with BDD that may have perceptual and cognitive/affective components.
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Affiliation(s)
| | - Joel P Diaz-Fong
- Centre for Addiction and Mental Health, Ontario, Canada; Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Ontario, Canada; Semel Institute for Neuroscience & Human Behavior, Department of Psychiatry & Biobehavioral Science, University of California Los Angeles, California, United States
| | - Ronald Ly
- Semel Institute for Neuroscience & Human Behavior, Department of Psychiatry & Biobehavioral Science, University of California Los Angeles, California, United States
| | - Gerhard Hellemann
- School of Public Health, University of Alabama at Birmingham, AL, United States
| | - Jamie D Feusner
- Centre for Addiction and Mental Health, Ontario, Canada; Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Ontario, Canada; Semel Institute for Neuroscience & Human Behavior, Department of Psychiatry & Biobehavioral Science, University of California Los Angeles, California, United States; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Ontario, Canada; Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden.
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van Leersum CM, Jaschinski C, Bults M, van der Zwart J. Citizen involvement in research on technological innovations for health, care or well-being: a scoping review. Health Res Policy Syst 2024; 22:119. [PMID: 39223606 PMCID: PMC11367923 DOI: 10.1186/s12961-024-01152-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 05/20/2024] [Indexed: 09/04/2024] Open
Abstract
Citizen science can be a powerful approach to foster the successful implementation of technological innovations in health, care or well-being. Involving experience experts as co-researchers or co-designers of technological innovations facilitates mutual learning, community building, and empowerment. By utilizing the expert knowledge of the intended users, innovations have a better chance to get adopted and solve complex health-related problems. As citizen science is still a relatively new practice for health and well-being, little is known about effective methods and guidelines for successful collaboration. This scoping review aims to provide insight in (1) the levels of citizen involvement in current research on technological innovations for health, care or well-being, (2) the used participatory methodologies, and (3) lesson's learned by the researchers.A scoping review was conducted and reported in accordance with the PRISMA-ScR guidelines. The search was performed in SCOPUS in January 2021 and included peer-reviewed journal and conference papers published between 2016 and 2020. The final selection (N = 83) was limited to empirical studies that had a clear focus on technological innovations for health, care or well-being and involved citizens at the level of collaboration or higher. Our results show a growing interest in citizens science as an inclusive research approach. Citizens are predominantly involved in the design phase of innovations and less in the preparation, data-analyses or reporting phase. Eight records had citizens in the lead in one of the research phases.Researcher use different terms to describe their methodological approach including participatory design, co-design, community based participatory research, co-creation, public and patient involvement, partcipatory action research, user-centred design and citizen science. Our selection of cases shows that succesful citizen science projects develop a structural and longitudinal partnership with their collaborators, use a situated and adaptive research approach, and have researchers that are willing to abandon traditional power dynamics and engage in a mutual learning experience.
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Affiliation(s)
- Catharina Margaretha van Leersum
- Department of Science, Technology, and Policy Studies, Faculty of Behavioural, Management, and Social Sciences, University of Twente, Enschede, The Netherlands.
- Faculty of Humanities, Open University, Heerlen, The Netherlands.
| | - Christina Jaschinski
- Technology, Health, and Care Research Group, Saxion University of Applied Sciences, Enschede, The Netherlands
| | - Marloes Bults
- Technology, Health, and Care Research Group, Saxion University of Applied Sciences, Enschede, The Netherlands
| | - Johan van der Zwart
- Department of Science, Technology, and Policy Studies, Faculty of Behavioural, Management, and Social Sciences, University of Twente, Enschede, The Netherlands
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Brochier A, Torres A, Tyrrell H, Paz KB, Wexler MG, Griffith M, Joiner T, Magardino A, Messmer E, Rogers S, Scheindlin B, Serwint JR, Sharif I, Shone LP, Stockwell MS, Tripodis Y, Garg A, Drainoni ML. Addressing adverse social determinants of health in pediatric primary care: Study protocol for a hybrid type 2 effectiveness-implementation randomized controlled trial in two national pediatric practice-based research networks. Contemp Clin Trials 2024; 138:107436. [PMID: 38199577 PMCID: PMC10922627 DOI: 10.1016/j.cct.2024.107436] [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: 06/28/2023] [Revised: 12/06/2023] [Accepted: 01/07/2024] [Indexed: 01/12/2024]
Abstract
BACKGROUND Growing evidence linking social determinants of health (SDOH) to child health outcomes has prompted widespread recommendations for pediatricians to screen and refer for adverse SDOH at primary care visits. Yet there is little evidence to date demonstrating the effectiveness of practice-based SDOH screening and referral interventions on increasing family engagement with resources. This hybrid type 2 effectiveness-implementation trial aims to demonstrate the non-inferiority of a low-touch implementation strategy in order to facilitate dissemination of an existing SDOH screening and referral system (WE CARE) and demonstrate its effectiveness and sustainability in various pediatric practices. METHODS We recruited eighteen pediatric practices in fourteen US states through two pediatric practice-based research networks. For this stepped wedge cluster RCT, practices serve as their own controls during the Usual Care phase and implement WE CARE during the intervention phase via one of two randomized implementation strategies: self-directed, pre-recorded webinar vs. study team-facilitated, live webinar. We collect data at practice, clinician/staff, and parent levels to assess outcomes grounded in the Proctor Conceptual Model of Implementation Research. We use generalized mixed effects models and differences in proportions to compare rates of resource referrals by implementation strategy, and intention-to-treat analysis to compare odds of engagement with new resources among families enrolled in the Usual Care vs. WE CARE phases. DISCUSSION Findings from this trial may inform decisions about broader dissemination of SDOH screening systems into a diverse spectrum of pediatric practices across the US and potentially minimize the impact of adverse SDOH on children and families.
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Affiliation(s)
- Annelise Brochier
- Department of Pediatrics, Boston Medical Center, Boston, MA, United States of America
| | - Alessandra Torres
- Primary Care Research, American Academy of Pediatrics, Itasca, IL, United States of America.
| | - Hollyce Tyrrell
- Academic Pediatric Association, McLean, VA, United States of America
| | - Katherine Barahona Paz
- Child Health Equity Center, Department of Pediatrics, UMass Chan Medical School, Worcester, MA, United States of America
| | | | - Miranda Griffith
- Primary Care Research, American Academy of Pediatrics, Itasca, IL, United States of America
| | - Terence Joiner
- Division of General Pediatrics, Department of Pediatrics, University of Michigan Medical School, and Ypsilanti Health Center, Ypsilanti, MI, United States of America
| | - Angela Magardino
- Department of Pediatrics, Boston Medical Center, Boston, MA, United States of America
| | - Emily Messmer
- Quality and Patient Experience, Mass General Brigham, Somerville, MA, United States of America
| | - Stephen Rogers
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, United States of America
| | | | - Janet R Serwint
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Iman Sharif
- Harlem Hospital Center, New York, NY, United States of America; Columbia University Mailman School of Public Health, New York, NY, United States of America
| | - Laura P Shone
- Shone Sciences, DBA, Lowville, NY, United States of America
| | - Melissa S Stockwell
- Division of Child and Adolescent Health, Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York, NY, United States of America; Department of Population and Family Health, Mailman School of Public Health Columbia University, New York, NY, United States of America
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, United States of America
| | - Arvin Garg
- Child Health Equity Center, Department of Pediatrics, UMass Chan Medical School, Worcester, MA, United States of America; UMass Memorial Children's Medical Center, Worcester, MA, United States of America
| | - Mari-Lynn Drainoni
- Section of Infectious Diseases, Boston University Chobanian & Avedisian School of Medicine/Boston Medical Center, Boston, MA, United States of America; Department of Health Law, Policy & Management, Boston University School of Public Health, Boston, MA, United States of America
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Miklowitz DJ, Weintraub MJ, Ichinose MC, Denenny DM, Walshaw PD, Wilkerson CA, Frey SJ, Morgan-Fleming GM, Brown RD, Merranko JA, Arevian AC. A Randomized Clinical Trial of Technology-Enhanced Family-Focused Therapy for Youth in the Early Stages of Mood Disorders. JAACAP OPEN 2023; 1:93-104. [PMID: 38094620 PMCID: PMC10718175 DOI: 10.1016/j.jaacop.2023.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 04/19/2023] [Indexed: 12/30/2023]
Abstract
Objective Family-focused therapy (FFT) is associated with enhanced outcomes in youth with bipolar and depressive disorders, but has not been evaluated in conjunction with mobile health tools. In symptomatic adolescents whose parents had histories of mood disorders, we examined whether the effects of telehealth-based FFT were augmented by mobile health apps that emphasized mood tracking and family coping skills. Method Participants (aged 13-19 years) had active mood symptoms and a parent with major depressive or bipolar disorder. Participants received 12 sessions in 18 weeks of telehealth FFT, with random assignment to (1) a mobile app (MyCoachConnect, MCC) that enabled mood tracking, reviews of session content, and text reminders to practice mood management and family communication skills (FFT-MCC); or (2) a mobile app that enabled mood tracking only (FFT-Track). Independent evaluators assessed youth every 9 weeks over 6 months on depressive symptoms (primary outcome), anxiety, and psychosocial functioning. Results Participants (N = 65; mean age 15.8 ± 1.6 years) significantly improved in depressive symptoms over 6 months (F1,170 = 45.02, p < .0001; ή2 = 0.21, 95% CI = 0.11-0.31), but there were no effects of treatment condition or treatment by time interactions on depression scores. When secondary outcome measures were considered, the subgroup of youth with bipolar spectrum disorders showed greater improvements in anxiety and global functioning in FFT-MCC compared with FFT-Track. Conclusion Youth in the early stages of mood disorder may benefit from FFT enhanced by mobile health apps. Collaborations between researchers and information technologists on mobile app design and user experience may lead to increases in engagement among adolescents. Clinical trial registration information Technology Enhanced Family Treatment; https://clinicaltrials.gov/; NCT03913013.
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Affiliation(s)
- David J. Miklowitz
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine at University of California, Los Angeles, California
| | - Marc J. Weintraub
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine at University of California, Los Angeles, California
| | - Megan C. Ichinose
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine at University of California, Los Angeles, California
| | - Danielle M. Denenny
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine at University of California, Los Angeles, California
| | - Patricia D. Walshaw
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine at University of California, Los Angeles, California
| | - Catherine A. Wilkerson
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine at University of California, Los Angeles, California
| | - Samantha J. Frey
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine at University of California, Los Angeles, California
| | - Georga M. Morgan-Fleming
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine at University of California, Los Angeles, California
| | - Robin D. Brown
- Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine at University of California, Los Angeles, California
| | - John A. Merranko
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
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Frank AC, Li R, Peterson BS, Narayanan SS. Wearable and Mobile Technologies for the Evaluation and Treatment of Obsessive-Compulsive Disorder: Scoping Review. JMIR Ment Health 2023; 10:e45572. [PMID: 37463010 PMCID: PMC10394606 DOI: 10.2196/45572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 05/27/2023] [Accepted: 06/13/2023] [Indexed: 07/21/2023] Open
Abstract
BACKGROUND Smartphones and wearable biosensors can continuously and passively measure aspects of behavior and physiology while also collecting data that require user input. These devices can potentially be used to monitor symptom burden; estimate diagnosis and risk for relapse; predict treatment response; and deliver digital interventions in patients with obsessive-compulsive disorder (OCD), a prevalent and disabling psychiatric condition that often follows a chronic and fluctuating course and may uniquely benefit from these technologies. OBJECTIVE Given the speed at which mobile and wearable technologies are being developed and implemented in clinical settings, a continual reappraisal of this field is needed. In this scoping review, we map the literature on the use of wearable devices and smartphone-based devices or apps in the assessment, monitoring, or treatment of OCD. METHODS In July 2022 and April 2023, we conducted an initial search and an updated search, respectively, of multiple databases, including PubMed, Embase, APA PsycINFO, and Web of Science, with no restriction on publication period, using the following search strategy: ("OCD" OR "obsessive" OR "obsessive-compulsive") AND ("smartphone" OR "phone" OR "wearable" OR "sensing" OR "biofeedback" OR "neurofeedback" OR "neuro feedback" OR "digital" OR "phenotyping" OR "mobile" OR "heart rate variability" OR "actigraphy" OR "actimetry" OR "biosignals" OR "biomarker" OR "signals" OR "mobile health"). RESULTS We analyzed 2748 articles, reviewed the full text of 77 articles, and extracted data from the 25 articles included in this review. We divided our review into the following three parts: studies without digital or mobile intervention and with passive data collection, studies without digital or mobile intervention and with active or mixed data collection, and studies with a digital or mobile intervention. CONCLUSIONS Use of mobile and wearable technologies for OCD has developed primarily in the past 15 years, with an increasing pace of related publications. Passive measures from actigraphy generally match subjective reports. Ecological momentary assessment is well tolerated for the naturalistic assessment of symptoms, may capture novel OCD symptoms, and may also document lower symptom burden than retrospective recall. Digital or mobile treatments are diverse; however, they generally provide some improvement in OCD symptom burden. Finally, ongoing work is needed for a safe and trusted uptake of technology by patients and providers.
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Affiliation(s)
- Adam C Frank
- Department of Psychiatry and Behavioral Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Ruibei Li
- Department of Psychiatry and Behavioral Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Bradley S Peterson
- Department of Psychiatry and Behavioral Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Division of Child and Adolescent Psychiatry, Children's Hospital Los Angeles, Los Angeles, CA, United States
| | - Shrikanth S Narayanan
- Ming Hsieh Department of Electrical and Computer Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, United States
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Castle D, Feusner J, Laposa JM, Richter PMA, Hossain R, Lusicic A, Drummond LM. Psychotherapies and digital interventions for OCD in adults: What do we know, what do we need still to explore? Compr Psychiatry 2023; 120:152357. [PMID: 36410261 PMCID: PMC10848818 DOI: 10.1016/j.comppsych.2022.152357] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 08/07/2022] [Accepted: 11/14/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Despite significant advances in the understanding and treatment of obsessive compulsive disorder (OCD), current treatment options are limited in terms of efficacy for symptom remission. Thus, assessing the potential role of iterative or alternate psychotherapies is important. Also, the potential role of digital technologies to enhance the accessibility of these therapies, should not be underestimated. We also need to embrace the idea of a more personalized treatment choice, being cognisant of clinical, genetic and neuroimaging predictors of treatment response. PROCEDURES Non-systematic review of current literature on emerging psychological and digital therapies for OCD, as well as of potential biomarkers of treatment response. FINDINGS A number of 'third wave' therapies (e.g., Acceptance and Commitment Therapy, Mindfulness-Based Cognitive Therapy) have an emerging and encouraging evidence base in OCD. Other approaches entail employment of elements of other psychotherapies such as Dialectical Behaviour Therapy; or trauma-focussed therapies such as Eye Movement Desensitisation and Reprocessing, and Imagery Rescripting and Narrative Therapy. Further strategies include Danger Ideation Reduction Therapy and Habit Reversal. For these latter approaches, large-scale randomised controlled trials are largely lacking, and the precise role of these therapies in treating people with OCD, remains to be clarified. A concentrated 4-day program (the Bergen program) has shown promising short- and long-term results. Exercise, music, and art therapy have not been adequately tested in people with OCD, but may have an adjunctive role. Digital technologies are being actively investigated for enhancing reach and efficacy of psychological therapies for OCD. Biomarkers, including genetic and neuroimaging, are starting to point to a future with more 'personalised medicine informed' treatment strategizing for OCD. CONCLUSIONS There are a number of potential psychological options for the treatment of people with OCD who do not respond adequately to exposure/response prevention or cognitive behaviour therapy. Adjunctive exercise, music, and art therapy might be useful, albeit the evidence base for these is very small. Consideration should be given to different ways of delivering such interventions, including group-based, concentrated, inpatient, or with outreach, where appropriate. Digital technologies are an emerging field with a number of potential applications for aiding the treatment of OCD. Biomarkers for treatment response determination have much potential capacity and deserve further empirical testing.
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Affiliation(s)
- David Castle
- Centre for Addiction and Mental Health, 60 White Squirrel Way, Toronto, Ontario M6J 1H4, Canada; Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario M5T 1R8, Canada.
| | - Jamie Feusner
- Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario M5T 1R8, Canada; Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario M5T 1RB, Canada
| | - Judith M Laposa
- Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario M5T 1R8, Canada; Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health, 100 Stokes St., Toronto, Ontario M6J 1H4, Canada
| | - Peggy M A Richter
- Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario M5T 1R8, Canada; Frederick W Thompson Anxiety Disorders Centre, Sunnybrook Health Sciences Centre, 2075 Bayview, Toronto, Ontario M4N 3M5, Canada
| | - Rahat Hossain
- Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario M5T 1R8, Canada
| | - Ana Lusicic
- Centre for Addiction and Mental Health, 60 White Squirrel Way, Toronto, Ontario M6J 1H4, Canada; Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario M5T 1R8, Canada
| | - Lynne M Drummond
- Service for OCD/ BDD, South-West London and St George's NHS Trust, Glenburnie Road, London SW17 7DJ, United Kingdom
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Van Baelen F, De Regge M, Larivière B, Verleye K, Schelfout S, Eeckloo K. Role of Social and App-Related Factors in Behavioral Engagement With mHealth for Improved Well-being Among Chronically Ill Patients: Scenario-Based Survey Study. JMIR Mhealth Uhealth 2022; 10:e33772. [PMID: 36018618 PMCID: PMC9463618 DOI: 10.2196/33772] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 05/30/2022] [Accepted: 06/17/2022] [Indexed: 11/13/2022] Open
Abstract
Background
The last decade has seen a considerable increase in the number of mobile health (mHealth) apps in everyday life. These mHealth apps have the potential to significantly improve the well-being of chronically ill patients. However, behavioral engagement with mHealth apps remains low.
Objective
The aim of this study was to describe the behavioral engagement of chronically ill patients with mHealth apps by investigating (1) how it is affected by social factors (ie, physician recommendation) and app-related factors (ie, app integration) and (2) how it affects patient well-being. This study also considers the moderating effect of attachment to traditional health care and the mobile app experience among patients.
Methods
We carried out a scenario-based survey study of chronically ill patients (N=521). A Bayesian structural equation modeling with mediation and moderation analysis was conducted in MPlus.
Results
Both physician recommendations for mHealth app use and app integration have positive effects on the behavioral engagement of chronically ill patients with mHealth apps. Higher behavioral engagement positively affects the hedonic well-being (extent of pleasure) and the eudaemonic well-being (extent of self-efficacy) of chronically ill patients. Mobile app experience, however, positively moderates the relationship between app integration and behavioral engagement, whereas patient attachment to traditional care does not moderate the relationship between physician recommendation and behavioral engagement. Taken together, the proportion of variance explained (R²) equals 21% for behavioral engagement and 52.8% and 62.2% for hedonic and eudaemonic well-being, respectively, thereby providing support for the strong influence of app integration and physician recommendation via the mediation of the patients’ behavioral engagement on both patients’ hedonic and eudaemonic well-being.
Conclusions
Physician recommendation and app integration enable behavioral engagement and promote well-being among chronically ill patients. It is thus important to take social and app-related factors into consideration during and after the development of mHealth apps.
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Affiliation(s)
- Freek Van Baelen
- School of Business and Management, University College Ghent, Ghent, Belgium
| | - Melissa De Regge
- Strategic Policy Cell, Ghent University Hospital, Ghent, Belgium
- Department of Marketing, Innovation and Organisation, Faculty of Economics and Business Administration, Ghent University, Ghent, Belgium
| | - Bart Larivière
- Department of Marketing, Faculty of Economics and Business, Catholic University of Leuven, Leuven, Belgium
- Center for Service Intelligence, Ghent University, Ghent, Belgium
| | - Katrien Verleye
- Department of Marketing, Innovation and Organisation, Faculty of Economics and Business Administration, Ghent University, Ghent, Belgium
| | - Sam Schelfout
- Multidisciplinary Pain Center, Ghent University Hospital, Ghent, Belgium
| | - Kristof Eeckloo
- Strategic Policy Cell, Ghent University Hospital, Ghent, Belgium
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
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11
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Porche MV, Folk JB, Tolou-Shams M, Fortuna LR. Researchers' Perspectives on Digital Mental Health Intervention Co-Design With Marginalized Community Stakeholder Youth and Families. Front Psychiatry 2022; 13:867460. [PMID: 35530032 PMCID: PMC9072625 DOI: 10.3389/fpsyt.2022.867460] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 03/28/2022] [Indexed: 01/07/2023] Open
Abstract
Co-design of digital mental health technology with youth and families is a relatively new but growing approach to intervention development. In this perspective article, researchers used collaborative reflexivity through duoethnography methodology to reflect and report on experiences and lessons learned conducting co-designed projects with marginalized youth and families. Researchers engaged in written reflective dialogue regarding projects designed to co-develop technology-based apps and computer programs to support mental health of youth and their families. Reflections described the barriers and challenges for sharing responsibilities with stakeholders who have extensive lived experience but limited exposure to research. Researchers shared insights about their own intersectionality and positionality from marginalized to privileged, relative to co-design participants, and what it means to share authority, authentic partnership, and responsibility in the research process. Cultural understanding may diverge, even between acculturated minority researchers and matched minority stakeholders. While there are a variety of approaches that researchers might refer to as co-design, it is important to be intentional in the implementation of these processes so that collaborations with stakeholder youth and families are neither disingenuous nor exploitative. Implications for equitable and meaningful engagement of marginalized communities in co-design projects for youth mental health are discussed.
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Affiliation(s)
- Michelle V Porche
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Johanna B Folk
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Marina Tolou-Shams
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Lisa R Fortuna
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
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12
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"I Want a Program That Looks at My Whole Life." A Focus Group Study on the Ideal Components for an mHealth Weight Management Program for African American Women. J Acad Nutr Diet 2021; 122:139-148. [PMID: 34351276 DOI: 10.1016/j.jand.2021.06.310] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 06/29/2021] [Accepted: 06/30/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND The high rate of obesity, ownership of smartphones, and online search for nutrition and dieting information among African American women (AAW) provide a unique opportunity to develop cost-effective, accessible, and acceptable mHealth weight management programs for them. Furthermore, they should participate in the development and evaluation of these programs. OBJECTIVE To explore ideal components of a culturally relevant mHealth weight management program for AAW and to examine how these components may vary by age group. DESIGN Twelve focus group triads were conducted with AAW in north central Florida. The framework method was used to manage, organize, synthesize, and analyze data themes by age groups: 18 to 29 (young), 30 to 50 (middle age), and 51+ (older). PARTICIPANTS/SETTING Thirty-six smartphone owners who expressed a desire to lose weight were recruited through several community partnerships. RESULTS Based on body mass index (BMI), young women were classified as overweight (BMI 26.23 ± 6.7), middle-aged women as obese (BMI30.72 ± 8.31), and older women as obese (BMI 31.03 ± 5.67). Most searched online for dieting information within the past 12 months. Five overarching themes for designing mHealth weight management programs were identified: (1) holistic program that goes beyond dieting; (2) social media integration for support and sense of community; (3) self-monitoring app; (4) two-way text messaging; and (5) programs of varying lengths and meaningful incentives. CONCLUSION AAW were receptive to mHealth weight management programs, which may be appealing during and after the COVID-19 pandemic. Holistic programs of 4 to 6 weeks that addressed stress eating, had a social media component, and included a few educational texts per week may be appealing to AAW.
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13
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Visual mapping of body image disturbance in anorexia nervosa reveals objective markers of illness severity. Sci Rep 2021; 11:12262. [PMID: 34112818 PMCID: PMC8192536 DOI: 10.1038/s41598-021-90739-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 05/07/2021] [Indexed: 12/19/2022] Open
Abstract
Body image disturbance (BID) is a core feature of eating disorders, for which there are few objective markers. We examined the feasibility of a novel digital tool, "Somatomap", to index BID related to anorexia nervosa (AN) severity. Fifty-five AN inpatients and 55 healthy comparisons (HC) outlined their body concerns on a 2-Dimensional avatar. Next, they indicated sizes/shapes of body parts for their current and ideal body using sliders on a 3-Dimensional avatar. Physical measurements of corresponding body parts, in cm, were collected for reference. We evaluated regional differences in BID using proportional z-scores to generate statistical body maps, and multivariate analysis of covariance to assess perceptual discrepancies for current body, ideal body, and body dissatisfaction. The AN group demonstrated greater regional perceptual inaccuracy for their current body than HC, greater discrepancies between their current and ideal body, and higher body dissatisfaction than HCs. AN body concerns localized disproportionately to the chest and lower abdomen. The number of body concerns and perceptual inaccuracy for individual body parts was strongly associated with Eating Disorder Examination Questionnaire (Global EDE-Q) scores across both groups. Somatomap demonstrated feasibility to capture multidimensional aspects of BID. Several implicit measures were significantly associated with illness severity, suggesting potential utility for identifying objective BID markers.
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14
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Miklowitz DJ, Weintraub MJ, Posta F, Walshaw PD, Frey SJ, Morgan-Fleming GM, Wilkerson CA, Denenny DM, Arevian AA. Development and Open Trial of a Technology-Enhanced Family Intervention for Adolescents at Risk for Mood Disorders. J Affect Disord 2021; 281:438-446. [PMID: 33360365 PMCID: PMC8068558 DOI: 10.1016/j.jad.2020.12.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Revised: 11/23/2020] [Accepted: 12/05/2020] [Indexed: 12/22/2022]
Abstract
AIM Integrating psychosocial interventions with mobile apps may increase treatment engagement among adolescents. We examined the user experience, uptake, and clinical effects of a mobile-enhanced family-focused therapy (FFT) among adolescents at risk for mood disorders. METHOD We created a mobile app containing 12 lesson plans corresponding to content of weekly FFT sessions, with modules concerning mood management, family communication and problem-solving. We pilot tested the app in an open trial of FFT (12 sessions in 18 weeks) for adolescents who had active depressive or hypomanic symptoms, a parent with mood disorder, and at least one parent who expressed high levels of criticism. Teens and parents made daily and weekly ratings of youths' moods, amount of parent/offspring criticism, and practice of FFT psychoeducational, communication or problem-solving skills. Independent evaluators interviewed adolescents at baseline and every 9 weeks over 27 weeks to measure symptom trajectories. RESULTS Participants were adolescents (n=22; mean age 15.4 ± 1.8 years; 45.5% female) and their 34 parents. Completion of requested app assessment and skill practices averaged 46%-65% among adolescents and parents over 18 weeks of treatment. Adolescents showed significant improvement in clinician-rated depression scores over 27 weeks (Cohen's d=1.58, 95% CI, 0.83 to 2.32) and reported reductions in the amount of perceived criticism expressed by parents. LIMITATIONS The uncontrolled design limits inferences about whether the mobile app augmented the effects of FFT on moods or family relationships. CONCLUSIONS Mobile applications may enhance users' responses to family therapy and provide clinicians with information regarding clinical status. Clinicaltrials.gov NCT03913013.
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Affiliation(s)
- David J Miklowitz
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA.
| | - Marc J Weintraub
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA
| | | | - Patricia D Walshaw
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA
| | - Samantha J Frey
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA
| | - Georga M Morgan-Fleming
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA
| | - Catherine A Wilkerson
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA
| | - Danielle M Denenny
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA
| | - Armen A Arevian
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA
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