1
|
Parri LA, Barret K, Hill R, Hoque A, Isok I, Kenny A, Markham S, Oyeleye N, Quinn R, Sweeney A, Wykes T, Cella M. Evaluating the acceptability of remote cognitive remediation from the perspective of psychosis service users. Behav Cogn Psychother 2024; 52:495-507. [PMID: 38347728 DOI: 10.1017/s1352465824000109] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2024]
Abstract
OBJECTIVES Cognitive remediation (CR) can reduce the cognitive difficulties experienced by people with psychosis. Adapting CR to be delivered remotely provides new opportunities for extending its use. However, doing so requires further evaluation of its acceptability from service users' views. We evaluate the acceptability of therapist-supported remote CR from the perspectives of service users using participatory service user-centred methods. METHOD After receiving 12 weeks of therapist-supported remote CR, service users were interviewed by a service user researcher following a semi-structured 18-question interview guide. Transcripts were analysed using reflexive thematic analysis with themes and codes further validated by a Lived Experience Advisory Panel and member checking. RESULTS The study recruited 26 participants, almost all of whom reported high acceptability of remote CR, and some suggested improvements. Four themes emerged: (1) perceived treatment benefits, (2) remote versus in-person therapy, (3) the therapist's role, and (4) how it could be better. CONCLUSIONS This study used comprehensive service user involvement methods. For some participants, technology use remained a challenge and addressing these difficulties detracted from the therapy experience. These outcomes align with existing research on remote therapy, suggesting that remote CR can expand choice and improve access to treatment for psychosis service users once barriers are addressed. Future use of remote CR should consider technology training and equipment provision to facilitate therapy for service users and therapists.
Collapse
Affiliation(s)
- Lois Ann Parri
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Katherine Barret
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Rosie Hill
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Arif Hoque
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Iris Isok
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Alex Kenny
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Sarah Markham
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Nike Oyeleye
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Roisin Quinn
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Angela Sweeney
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Til Wykes
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- South London & Maudsley NHS Foundation Trust, Maudsley Hospital, London, UK
| | - Matteo Cella
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- South London & Maudsley NHS Foundation Trust, Maudsley Hospital, London, UK
| |
Collapse
|
2
|
Lima C, Barreto J, Viana M, Alves I. Pharmaceutical Telemonitoring for Patients With Psychiatric Disorders: Implementation Description. Innov Pharm 2024; 15:10.24926/iip.v15i3.6218. [PMID: 39483509 PMCID: PMC11524208 DOI: 10.24926/iip.v15i3.6218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2024] Open
Abstract
Telecare has exhibited efficacy in managing various chronic clinical conditions and presents potential in the surveillance of patients with psychiatric disorders, an area necessitating further investigation. Herein, we delineate an adjunct for pharmacotherapeutic oversight of individuals with psychiatric disorders receiving care at a public mental health outpatient facility. This manuscript serves as an implementation dossier detailing the progression of a preliminary trial. The non-probabilistic sample consisted of 21 patients, monitored between January 2022 and October 2022. Predominantly, schizophrenia constituted the primary psychiatric disorder among the cohort, accounting for 61.9% of cases. Across 79 remote consultations, averaging 3.8 consultations per patient, text messages constituted 52% (41/79) of the interactions. Throughout the telemonitoring process, diligent monitoring of patients' self-reported concerns was facilitated, permitting pharmaceutical interventions encompassing health advisories (52.7%) and recommendations for therapeutic adjustments (34.4%). Consequently, telemonitoring yielded an augmented pharmaceutical support framework for psychiatric patients, thereby presenting a plausible avenue for enhancing accessibility within public healthcare institutions.
Collapse
Affiliation(s)
- Camila Lima
- University of the State of Bahia, Department of Life Sciences, Salvador, Ba, Brazil
| | - Joslene Barreto
- Federal University of Bahia, Department of Medicine, Salvador, Ba, Brazil
| | - Max Viana
- Federal University of Bahia, Department of Medicine, Salvador, Ba, Brazil
| | - Izabel Alves
- University of the State of Bahia, Department of Life Sciences, Salvador, Ba, Brazil
- Federal University of Bahia, Department of Medicine, Salvador, Ba, Brazil
| |
Collapse
|
3
|
Kaminer D, Booysen D, Ellis K, Kristensen CH, Patel AR, Robjant K, Sardana S. Improving access to evidence-based interventions for trauma-exposed adults in low- and middle-income countries. J Trauma Stress 2024; 37:563-573. [PMID: 38459223 DOI: 10.1002/jts.23031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 02/11/2024] [Accepted: 02/11/2024] [Indexed: 03/10/2024]
Abstract
In low- and middle-income countries (LMICs), the mental health consequences of trauma exposure pose a substantial personal, societal, and economic burden. Yet, the significant need for evidence-based mental health treatment remains largely unmet. To unlock the potential for mental health care for trauma survivors in lower-resource contexts, it is critical to map treatment barriers and identify strategies to improve access to evidence-based, culturally appropriate, and scalable interventions. This review, based on an International Society for Traumatic Stress (ISTSS) briefing paper, describes the treatment gap facing adults with traumatic stress in LMICs and identifies the barriers that contribute to this gap. We then highlight strategies for enhancing access to effective treatments for these populations, including task-sharing, the use of culturally adapted and multiproblem interventions, and digital tools to scale access to appropriate care. Finally, we offer recommendations for policymakers, researchers, and service providers to guide an agenda for action to close the treatment gap for trauma survivors in LMICs.
Collapse
Affiliation(s)
- Debra Kaminer
- Department of Psychology, University of Cape Town, Cape Town, South Africa
| | - Duane Booysen
- Department of Psychology, Rhodes University, Grahamstown, South Africa
| | - Kate Ellis
- Department of Psychology, American University in Cairo, New Cairo, Egypt
| | - Christian Haag Kristensen
- School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Anushka R Patel
- Department of Epidemiology, Harvard Chan School of Public Health, Boston, Massachusetts, USA
| | - Katy Robjant
- Department of Psychology, University of Konstanz, Konstanz, Germany
| | - Srishti Sardana
- Department of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| |
Collapse
|
4
|
Smith KA, Hardy A, Vinnikova A, Blease C, Milligan L, Hidalgo-Mazzei D, Lambe S, Marzano L, Uhlhaas PJ, Ostinelli EG, Anmella G, Zangani C, Aronica R, Dwyer B, Torous J, Cipriani A. Digital Mental Health for Schizophrenia and Other Severe Mental Illnesses: An International Consensus on Current Challenges and Potential Solutions. JMIR Ment Health 2024; 11:e57155. [PMID: 38717799 PMCID: PMC11112473 DOI: 10.2196/57155] [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: 02/07/2024] [Revised: 03/08/2024] [Accepted: 03/21/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND Digital approaches may be helpful in augmenting care to address unmet mental health needs, particularly for schizophrenia and severe mental illness (SMI). OBJECTIVE An international multidisciplinary group was convened to reach a consensus on the challenges and potential solutions regarding collecting data, delivering treatment, and the ethical challenges in digital mental health approaches for schizophrenia and SMI. METHODS The consensus development panel method was used, with an in-person meeting of 2 groups: the expert group and the panel. Membership was multidisciplinary including those with lived experience, with equal participation at all stages and coproduction of the consensus outputs and summary. Relevant literature was shared in advance of the meeting, and a systematic search of the recent literature on digital mental health interventions for schizophrenia and psychosis was completed to ensure that the panel was informed before the meeting with the expert group. RESULTS Four broad areas of challenge and proposed solutions were identified: (1) user involvement for real coproduction; (2) new approaches to methodology in digital mental health, including agreed standards, data sharing, measuring harms, prevention strategies, and mechanistic research; (3) regulation and funding issues; and (4) implementation in real-world settings (including multidisciplinary collaboration, training, augmenting existing service provision, and social and population-focused approaches). Examples are provided with more detail on human-centered research design, lived experience perspectives, and biomedical ethics in digital mental health approaches for SMI. CONCLUSIONS The group agreed by consensus on a number of recommendations: (1) a new and improved approach to digital mental health research (with agreed reporting standards, data sharing, and shared protocols), (2) equal emphasis on social and population research as well as biological and psychological approaches, (3) meaningful collaborations across varied disciplines that have previously not worked closely together, (4) increased focus on the business model and product with planning and new funding structures across the whole development pathway, (5) increased focus and reporting on ethical issues and potential harms, and (6) organizational changes to allow for true communication and coproduction with those with lived experience of SMI. This study approach, combining an international expert meeting with patient and public involvement and engagement throughout the process, consensus methodology, discussion, and publication, is a helpful way to identify directions for future research and clinical implementation in rapidly evolving areas and can be combined with measurements of real-world clinical impact over time. Similar initiatives will be helpful in other areas of digital mental health and similarly fast-evolving fields to focus research and organizational change and effect improved real-world clinical implementation.
Collapse
Affiliation(s)
- Katharine A Smith
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
- Oxford Precision Psychiatry Lab, NIHR Oxford Health Biomedical Research Centre, Oxford, United Kingdom
| | - Amy Hardy
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- South London & Maudsley NHS Foundation Trust, London, United Kingdom
| | | | - Charlotte Blease
- Participatory eHealth and Health Data Research Group, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
- Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Lea Milligan
- MQ Mental Health Research, London, United Kingdom
| | - Diego Hidalgo-Mazzei
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, Barcelona, Spain
- Bipolar and Depressive Disorders Unit, Digital Innovation Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
- Department of Medicine, School of Medicine and Health Sciences, Institute of Neurosciences, University of Barcelona, Barcelona, Spain
| | - Sinéad Lambe
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
| | - Lisa Marzano
- School of Science and Technology, Middlesex University, London, United Kingdom
| | - Peter J Uhlhaas
- Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, United Kingdom
- Department of Child and Adolescent Psychiatry, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Edoardo G Ostinelli
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
- Oxford Precision Psychiatry Lab, NIHR Oxford Health Biomedical Research Centre, Oxford, United Kingdom
| | - Gerard Anmella
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, Barcelona, Spain
- Bipolar and Depressive Disorders Unit, Digital Innovation Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
- Department of Medicine, School of Medicine and Health Sciences, Institute of Neurosciences, University of Barcelona, Barcelona, Spain
| | - Caroline Zangani
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
- Oxford Precision Psychiatry Lab, NIHR Oxford Health Biomedical Research Centre, Oxford, United Kingdom
| | - Rosario Aronica
- Psychiatry Unit, Department of Neurosciences and Mental Health, Ospedale Maggiore Policlinico Ca' Granda, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Bridget Dwyer
- Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - John Torous
- Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Andrea Cipriani
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
- Oxford Precision Psychiatry Lab, NIHR Oxford Health Biomedical Research Centre, Oxford, United Kingdom
| |
Collapse
|
5
|
Chakrabarti S. Digital psychiatry in low-and-middle-income countries: New developments and the way forward. World J Psychiatry 2024; 14:350-361. [PMID: 38617977 PMCID: PMC11008387 DOI: 10.5498/wjp.v14.i3.350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 01/28/2024] [Accepted: 02/29/2024] [Indexed: 03/19/2024] Open
Abstract
Low- and middle-income countries (LMICs) bear the greater share of the global mental health burden but are ill-equipped to deal with it because of severe resource constraints leading to a large treatment gap. The remote provision of mental health services by digital means can effectively augment conventional services in LMICs to reduce the treatment gap. Digital psychiatry in LMICs has always lagged behind high-income countries, but there have been encouraging developments in the last decade. There is increasing research on the efficacy of digital psychiatric interventions. However, the evidence is not adequate to conclude that digital psychiatric interventions are invariably effective in LMICs. A striking development has been the rise in mobile and smartphone ownership in LMICs, which has driven the increasing use of mobile technologies to deliver mental health services. An innovative use of mobile technologies has been to optimize task-shifting, which involves delivering mental healthcare services in community settings using non-specialist health professionals. Emerging evidence from LMICs shows that it is possible to use digital tools to train non-specialist workers effectively and ensure that the psychosocial interventions they deliver are efficacious. Despite these promising developments, many barriers such as service costs, underdeveloped infrastructure, lack of trained professionals, and significant disparities in access to digital services impede the progress of digital psychiatry in LMICs. To overcome these barriers, digital psychiatric services in LMICs should address contextual factors influencing the delivery of digital services, ensure collaboration between different stakeholders, and focus on reducing the digital divide.
Collapse
Affiliation(s)
- Subho Chakrabarti
- Department of Psychiatry, Postgraduate Institute of Medical Education and Research, Chandigarh 160012, UT, India
| |
Collapse
|
6
|
Breitinger S, Gardea-Resendez M, Langholm C, Xiong A, Laivell J, Stoppel C, Harper L, Volety R, Walker A, D'Mello R, Byun AJS, Zandi P, Goes FS, Frye M, Torous J. Digital Phenotyping for Mood Disorders: Methodology-Oriented Pilot Feasibility Study. J Med Internet Res 2023; 25:e47006. [PMID: 38157233 PMCID: PMC10787337 DOI: 10.2196/47006] [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: 03/05/2023] [Revised: 09/04/2023] [Accepted: 11/20/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND In the burgeoning area of clinical digital phenotyping research, there is a dearth of literature that details methodology, including the key challenges and dilemmas in developing and implementing a successful architecture for technological infrastructure, patient engagement, longitudinal study participation, and successful reporting and analysis of diverse passive and active digital data streams. OBJECTIVE This article provides a narrative rationale for our study design in the context of the current evidence base and best practices, with an emphasis on our initial lessons learned from the implementation challenges and successes of this digital phenotyping study. METHODS We describe the design and implementation approach for a digital phenotyping pilot feasibility study with attention to synthesizing key literature and the reasoning for pragmatic adaptations in implementing a multisite study encompassing distinct geographic and population settings. This methodology was used to recruit patients as study participants with a clinician-validated diagnostic history of unipolar depression, bipolar I disorder, or bipolar II disorder, or healthy controls in 2 geographically distinct health care systems for a longitudinal digital phenotyping study of mood disorders. RESULTS We describe the feasibility of a multisite digital phenotyping pilot study for patients with mood disorders in terms of passively and actively collected phenotyping data quality and enrollment of patients. Overall data quality (assessed as the amount of sensor data obtained vs expected) was high compared to that in related studies. Results were reported on the relevant demographic features of study participants, revealing recruitment properties of age (mean subgroup age ranged from 31 years in the healthy control subgroup to 38 years in the bipolar I disorder subgroup), sex (predominance of female participants, with 7/11, 64% females in the bipolar II disorder subgroup), and smartphone operating system (iOS vs Android; iOS ranged from 7/11, 64% in the bipolar II disorder subgroup to 29/32, 91% in the healthy control subgroup). We also described implementation considerations around digital phenotyping research for mood disorders and other psychiatric conditions. CONCLUSIONS Digital phenotyping in affective disorders is feasible on both Android and iOS smartphones, and the resulting data quality using an open-source platform is higher than that in comparable studies. While the digital phenotyping data quality was independent of gender and race, the reported demographic features of study participants revealed important information on possible selection biases that may result from naturalistic research in this domain. We believe that the methodology described will be readily reproducible and generalizable to other study settings and patient populations given our data on deployment at 2 unique sites.
Collapse
Affiliation(s)
- Scott Breitinger
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | | | | | - Ashley Xiong
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Joseph Laivell
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Cynthia Stoppel
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Laura Harper
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Rama Volety
- Research Application Solutions Unit, Mayo Clinic, Rochester, MN, United States
| | - Alex Walker
- Johns Hopkins University, Baltimore, MD, United States
| | - Ryan D'Mello
- Beth Israel Deaconess Medical Center, Boston, MA, United States
| | | | - Peter Zandi
- Johns Hopkins University, Baltimore, MD, United States
| | | | - Mark Frye
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - John Torous
- Beth Israel Deaconess Medical Center, Boston, MA, United States
| |
Collapse
|
7
|
Tyagi V, Khan A, Siddiqui S, Kakra Abhilashi M, Dhurve P, Tugnawat D, Bhan A, Naslund JA. Development of a Digital Program for Training Community Health Workers in the Detection and Referral of Schizophrenia in Rural India. Psychiatr Q 2023; 94:141-163. [PMID: 36988785 PMCID: PMC10052309 DOI: 10.1007/s11126-023-10019-w] [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] [Accepted: 03/12/2023] [Indexed: 03/30/2023]
Abstract
This study aimed to develop and assess the acceptability of a digital program for training community health workers (CHWs) in the detection and referral of patients with schizophrenia in community settings in rural India. An iterative design process was employed. First, evidence-based content from existing community programs for schizophrenia care was incorporated into the curriculum, and reviewed by experts to ensure clinical utility and fidelity of the adapted content. Second, CHWs provided feedback on the appropriateness of language, content, and an initial prototype of the digital training program to ensure relevance for the local context. Focus group discussions were then used to understand the acceptability of the digital training prototype and to inform modifications to the design and layout. Qualitative data was analysed using a rapid thematic analysis approach based on predetermined topics pertaining to acceptability of the training content and digital platform. Development of the initial prototype involved content review by 13 subject matter experts with clinical expertise or experience accessing and receiving mental health services, and engagement of 23 CHWs, of which 11 provided feedback for contextualization of the training content and 12 participated in focus group discussions on the acceptability of the prototype. Additionally, 2 service-users with lived experience of schizophrenia contributed to initial testing of the digital training prototype and offered feedback in a focus group discussion. During contextualization of the training content, key feedback pertained to simplifying the language and presentation of the content by removing technical terms and including interactive content and images to enhance interest and engagement with the digital training. During prototype testing, CHWs shared their familiarity with similar symptoms but were unaware of schizophrenia as a treatable illness. They shared that training can help them identify symptoms of schizophrenia and connect patients with specialized care. They were also able to understand misconceptions and discrimination towards people with schizophrenia, and how to address these challenges by supporting others and spreading awareness in their communities. Participants also appreciated the digital training, as it could save them time and could be incorporated within their routine work. This study shows the acceptability of leveraging digital technology for building capacity of CHWs to support early detection and referral of schizophrenia in community settings in rural India. These findings can inform the subsequent evaluation of this digital training program to determine its impact on enhancing the knowledge and skills of CHWs.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - John A Naslund
- Department of Global Health and Social Medicine, Harvard Medical School, 641 Huntington Avenue, Boston, MA, USA.
| |
Collapse
|
8
|
Nemer M, Khader YS, Alyahya MS, Pirlot de Corbion A, Sahay S, Abu-Rmeileh NME. Personal data governance and privacy in digital reproductive, maternal, newborn, and child health initiatives in Palestine and Jordan: a mapping exercise. Front Digit Health 2023; 5:1165692. [PMID: 37304178 PMCID: PMC10248806 DOI: 10.3389/fdgth.2023.1165692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 05/04/2023] [Indexed: 06/13/2023] Open
Abstract
Introduction There is a rapid increase in using digital technology for strengthening delivery of reproductive, maternal, newborn, and child health (RMNCH) services. Although digital health has potentially many benefits, utilizing it without taking into consideration the possible risks related to the security and privacy of patients' data, and consequently their rights, would yield negative consequences for potential beneficiaries. Mitigating these risks requires effective governance, especially in humanitarian and low-resourced settings. The issue of governing digital personal data in RMNCH services has to date been inadequately considered in the context of low-and-middle-income countries (LMICs). This paper aimed to understand the ecosystem of digital technology for RMNCH services in Palestine and Jordan, the levels of maturity of them, and the implementation challenges experienced, particularly concerning data governance and human rights. Methods A mapping exercise was conducted to identify digital RMNCH initiatives in Palestine and Jordan and mapping relevant information from identified initiatives. Information was collected from several resources, including relevant available documents and personal communications with stakeholders. Results A total of 11 digital health initiatives in Palestine and 9 in Jordan were identified, including: 6 health information systems, 4 registries, 4 health surveillance systems, 3 websites, and 3 mobile-based applications. Most of these initiatives were fully developed and implemented. The initiatives collect patients' personal data, which are managed and controlled by the main owner of the initiative. Privacy policy was not available for many of the initiatives. Discussion Digital health is becoming a part of the health system in Palestine and Jordan, and there is an increasing use of digital technology in the field of RMNCH services in both countries, particularly expanding in recent years. This increase, however, is not accompanied by clear regulatory policies especially when it comes to privacy and security of personal data, and how this data is governed. Digital RMNCH initiatives have the potential to promote effective and equitable access to services, but stronger regulatory mechanisms are required to ensure the effective realization of this potential in practice.
Collapse
Affiliation(s)
- Maysaa Nemer
- Institute of Community and Public Health, Birzeit University, Birzeit, Palestine
| | - Yousef S. Khader
- Department of Community Medicine, Public Health and Family Medicine, Faculty of Medicine, Jordan University of Science & Technology, Irbid, Jordan
| | - Mohammad S. Alyahya
- Department of Health Management and Policy, Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | | | - Sundeep Sahay
- Department of Informatics, University of Oslo, Oslo, Norway
- HISP India, New Delhi, India
| | | |
Collapse
|
9
|
Wiegmann C, Quinlivan E, Michnevich T, Pittrich A, Ivanova P, Rohrbach AM, Kaminski J. A digital patient-reported outcome (electronic patient-reported outcome) system for patients with severe psychiatric disorders: User-centered development study and study protocol of a multicenter-controlled trial. Digit Health 2023; 9:20552076231191009. [PMID: 37900257 PMCID: PMC10605665 DOI: 10.1177/20552076231191009] [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: 03/11/2023] [Accepted: 07/13/2023] [Indexed: 10/31/2023] Open
Abstract
Background The effective treatment of patients with severe psychiatric disorders primarily relies on subjective reporting of symptoms and side-effects. This information is crucial for a clinician's decision regarding medication adjustment. Treatment adjustment usually happens at a low frequency (∼4-8 weeks). In between points of care, patients are left alone with their symptoms and side-effects. This leads to uncertainty regarding the treatment, non-adherence, possible relapse, and rehospitalization. Objectives We aim to design a flexible electronic patient-reported outcome (ePRO) system, which allows patients with severe psychiatric disorders to: (a) record their symptoms using an app; (b) share the data with the clinical team at points of care; and (c) utilize the data to support therapy decisions. Methods In this article, we describe the development process which included the following steps: (a) formation of a co-design team; (b) stakeholder interviews with patients, practitioners, and digital health experts to access needs, requirements, and barriers; (c) prototype conceptualization and design; (d) user acceptance testing and refinement; and (e) finalization of the system for testing in a pilottrial. Results We included input from patients with lived experience of psychiatric disorders, clinical team members, software engineers, and researchers. A prototype system was refined, and iterative changes were made before finalization during a series of operational meetings. The system allows patients to digitally self-report their symptoms and provides longitudinal ePRO symptom data for export into the electronic health record. Conclusions Routine ePRO collection has the potential to improve outcomes and hereby also reduce health service costs. We have successfully developed a trial-ready ePRO system for severe psychiatric disorders. The findings were incorporated in the planning of a feasibility pilot trial. Assuming feasibility will be established, the system might be subjected to a certification process evaluation of safety and efficacy including a randomized controlled trial.
Collapse
Affiliation(s)
- Caspar Wiegmann
- Klinik für Psychiatrie und Psychotherapie, Kliniken im Theodor-Wenzel-Werk, Berlin, Germany
| | - Esther Quinlivan
- Department of Psychiatry and Neurosciences CCM, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Twyla Michnevich
- Department of Psychiatry and Neurosciences CCM, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | | | - Petja Ivanova
- Hochschule für angewandte Wissenschaften, Hamburg, Germany
| | | | - Jakob Kaminski
- Department of Psychiatry and Neurosciences CCM, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| |
Collapse
|
10
|
Naslund JA, Tyagi V, Khan A, Siddiqui S, Kakra Abhilashi M, Dhurve P, Mehta UM, Rozatkar A, Bhatia U, Vartak A, Torous J, Tugnawat D, Bhan A. Schizophrenia Assessment, Referral and Awareness Training for Health Auxiliaries (SARATHA): Protocol for a Mixed-Methods Pilot Study in Rural India. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14936. [PMID: 36429654 PMCID: PMC9690971 DOI: 10.3390/ijerph192214936] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/05/2022] [Accepted: 11/09/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Workforce shortages pose major obstacles to the timely detection and treatment of schizophrenia, particularly in low-income and middle-income countries. The SARATHA (Schizophrenia Assessment, Referral, and Awareness Training for Health Auxiliaries) project involves the systematic development, iterative refinement, and pilot testing of a digital program for training community health workers in the early detection and referral of schizophrenia in primary care settings in rural India. METHODS SARATHA is a three-phase study. Phase 1 involves consulting with experts and clinicians, and drawing from existing evidence to inform the development of a curriculum for training community health workers. Phase 2 consists of designing and digitizing the training content for delivery on a smartphone app. Design workshops and focus group discussions will be conducted to seek input from community health workers and service users living with schizophrenia to guide revisions and refinements to the program content. Lastly, Phase 3 entails piloting the training program with a target sample of 20 community health workers to assess feasibility and acceptability. Preliminary effectiveness will be explored, as measured by community health workers' changes in knowledge about schizophrenia and the program content after completing the training. DISCUSSION If successful, this digital training program will offer a potentially scalable approach for building capacity of frontline community health workers towards reducing delays in early detection of schizophrenia in primary care settings in rural India. This study can inform efforts to improve treatment outcomes for persons living with schizophrenia in low-resource settings.
Collapse
Affiliation(s)
- John A. Naslund
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA 02115, USA
| | | | | | - Saher Siddiqui
- Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | | | | | - Urvakhsh Meherwan Mehta
- Department of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru 560029, India
| | - Abhijit Rozatkar
- Department of Psychiatry, All India Institute of Medical Sciences (AIIMS), Bhopal 462026, India
| | - Urvita Bhatia
- Department of Psychology, Health and Professional Development, Oxford Brookes University, Oxford OX3 0BP, UK
- Sangath, Porvorim 403501, India
| | - Anil Vartak
- Schizophrenia Awareness Association, Pune 411041, India
| | - John Torous
- Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | | | | |
Collapse
|
11
|
Zangani C, Ostinelli EG, Smith KA, Hong JSW, Macdonald O, Reen G, Reid K, Vincent C, Syed Sheriff R, Harrison PJ, Hawton K, Pitman A, Bale R, Fazel S, Geddes JR, Cipriani A. Impact of the COVID-19 Pandemic on the Global Delivery of Mental Health Services and Telemental Health: Systematic Review. JMIR Ment Health 2022; 9:e38600. [PMID: 35994310 PMCID: PMC9400843 DOI: 10.2196/38600] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 07/05/2022] [Accepted: 07/21/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The COVID-19 pandemic required mental health services around the world to adapt quickly to the new restrictions and regulations put in place to reduce the risk of transmission. As face-to-face contact became difficult, virtual methods were implemented to continue to safely provide mental health care. However, it is unclear to what extent service provision transitioned to telemental health worldwide. OBJECTIVE We aimed to systematically review the global research literature on how mental health service provision adapted during the first year of the pandemic. METHODS We searched systematically for quantitative papers focusing on the impact of the COVID-19 pandemic on mental health services published until April 13, 2021, in the PubMed, Embase, medRxiv, and bioXriv electronic bibliographic databases, using the COVID-19 Open Access Project online platform. The screening process and data extraction were independently completed by at least two authors, and any disagreement was resolved by discussion with a senior member of the team. The findings were summarized narratively in the context of each country's COVID-19 Stringency Index, which reflects the stringency of a government's response to COVID-19 restrictions at a specific time. RESULTS Of the identified 24,339 records, 101 papers were included after the screening process. Reports on general services (n=72) showed that several countries' face-to-face services reduced their activities at the start of the pandemic, with reductions in the total number of delivered visits and with some services forced to close. In contrast, telemental health use rapidly increased in many countries across the world at the beginning of the pandemic (n=55), with almost complete virtualization of general and specialistic care services by the end of the first year. Considering the reported COVID-19 Stringency Index values, the increased use of virtual means seems to correspond to periods when the Stringency Index values were at their highest in several countries. However, due to specific care requirements, telemental health could not be used in certain subgroups of patients, such as those on clozapine or depot treatments and those who continued to need face-to-face visits. CONCLUSIONS During the pandemic, mental health services had to adapt quickly in the short term, implementing or increasing the use of telemental health services across the globe. Limited access to digital means, poor digital skills, and patients' preferences and individual needs may have contributed to differences in implementing and accessing telemental health services during the pandemic. In the long term, a blended approach, combining in-person and virtual modalities, that takes into consideration the needs, preferences, and digital skills of patients may better support the future development of mental health services. It will be required to improve confidence with digital device use, training, and experience in all modalities for both clinicians and service users.
Collapse
Affiliation(s)
- Caroline Zangani
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | | | - Katharine A Smith
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - James S W Hong
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - Orla Macdonald
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
| | - Gurpreet Reen
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
| | - Katherine Reid
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
| | - Charles Vincent
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
| | | | - Paul J Harrison
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - Keith Hawton
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - Alexandra Pitman
- Division of Psychiatry, University College London, London, United Kingdom
| | - Rob Bale
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
| | - Seena Fazel
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - John R Geddes
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - Andrea Cipriani
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
| |
Collapse
|
12
|
Li Y, Guo Y, Hong YA, Zeng Y, Monroe-Wise A, Zeng C, Zhu M, Zhang H, Qiao J, Xu Z, Cai W, Li L, Liu C. Dose-Response Effects of Patient Engagement on Health Outcomes in an mHealth Intervention: Secondary Analysis of a Randomized Controlled Trial. JMIR Mhealth Uhealth 2022; 10:e25586. [PMID: 34982724 PMCID: PMC8767469 DOI: 10.2196/25586] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 05/04/2021] [Accepted: 11/12/2021] [Indexed: 12/16/2022] Open
Abstract
Background The dose–response relationship between patient engagement and long-term intervention effects in mobile health (mHealth) interventions are understudied. Studies exploring long-term and potentially changing relationships between patient engagement and health outcomes in mHealth interventions are needed. Objective This study aims to examine dose–response relationships between patient engagement and 3 psychosocial outcomes in an mHealth intervention, Run4Love, using repeated measurements of outcomes at baseline and 3, 6, and 9 months. Methods This study is a secondary analysis using longitudinal data from the Run4Love trial, a randomized controlled trial with 300 people living with HIV and elevated depressive symptoms to examine the effects of a 3-month mHealth intervention on reducing depressive symptoms and improving quality of life (QOL). We examined the relationships between patient engagement and depressive symptoms, QOL, and perceived stress in the intervention group (N=150) using 4–time-point outcome measurements. Patient engagement was assessed using the completion rate of course assignments and frequency of items completed. Cluster analysis was used to categorize patients into high- and low-engagement groups. Generalized linear mixed effects models were conducted to investigate the dose–response relationships between patient engagement and outcomes. Results The cluster analysis identified 2 clusters that were distinctively different from each other. The first cluster comprised 72 participants with good compliance to the intervention, completing an average of 74% (53/72) of intervention items (IQR 0.22). The second cluster comprised 78 participants with low compliance to the intervention, completing an average of 15% (11/72) of intervention items (IQR 0.23). Results of the generalized linear mixed effects models showed that, compared with the low-engagement group, the high-engagement group had a significant reduction in more depressive symptoms (β=−1.93; P=.008) and perceived stress (β=−1.72; P<.001) and an improved QOL (β=2.41; P=.01) over 9 months. From baseline to 3, 6, and 9 months, the differences in depressive symptoms between the 2 engagement groups were 0.8, 1.6, 2.3, and 3.7 points, respectively, indicating widening between-group differences over time. Similarly, between-group differences in QOL and perceived stress increased over time (group differences in QOL: 0.9, 1.9, 4.7, and 5.1 points, respectively; group differences in the Perceived Stress Scale: 0.9, 1.4, 2.3, and 3.0 points, respectively). Conclusions This study revealed a positive long-term dose–response relationship between patient engagement and 3 psychosocial outcomes among people living with HIV and elevated depressive symptoms in an mHealth intervention over 9 months using 4 time-point repeat measurement data. The high- and low-engagement groups showed significant and widening differences in depressive symptoms, QOL, and perceived stress at the 3-, 6-, and 9-month follow-ups. Future mHealth interventions should improve patient engagement to achieve long-term and sustained intervention effects. Trial Registration Chinese Clinical Trial Registry ChiCTR-IPR-17012606; https://www.chictr.org.cn/showproj.aspx?proj=21019
Collapse
Affiliation(s)
- Yiran Li
- Department of Medical Statistics, School of Public Health, Guangzhou, China
| | - Yan Guo
- Department of Medical Statistics, School of Public Health, Guangzhou, China.,Sun Yat-sen Center for Global Health, Guangzhou, China.,Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Y Alicia Hong
- Department of Health Administration and Policy, College of Health and Human Services, George Mason University, Fairfax, VA, United States
| | - Yu Zeng
- Department of Medical Statistics, School of Public Health, Guangzhou, China
| | - Aliza Monroe-Wise
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Chengbo Zeng
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States.,Department of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
| | - Mengting Zhu
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Hanxi Zhang
- National Center of AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Jiaying Qiao
- Department of Medical Statistics, School of Public Health, Guangzhou, China
| | - Zhimeng Xu
- Department of Medical Statistics, School of Public Health, Guangzhou, China
| | - Weiping Cai
- Department of Infectious Diseases, Guangzhou Eighth People's Hospital, Guangzhou Medical University, Guangzhou, China
| | - Linghua Li
- Department of Infectious Diseases, Guangzhou Eighth People's Hospital, Guangzhou Medical University, Guangzhou, China
| | - Cong Liu
- Department of Infectious Diseases, Guangzhou Eighth People's Hospital, Guangzhou Medical University, Guangzhou, China
| |
Collapse
|
13
|
Naslund JA, Deng D. Addressing Mental Health Stigma in Low-Income and Middle-Income Countries: A New Frontier for Digital Mental Health. ETHICS, MEDICINE, AND PUBLIC HEALTH 2021; 19:100719. [PMID: 35083375 PMCID: PMC8786211 DOI: 10.1016/j.jemep.2021.100719] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/27/2023]
Abstract
BACKGROUND Mental health stigma is a major barrier to seeking help, and leads to poor quality of life and social withdrawal for individuals living with mental illness. These concerns are especially severe in low-income and middle-income countries (LMICs) that face a disproportionate share of the global burden of mental illnesses. With growing access to digital technologies in LMICs, there may be new opportunities to address mental health stigma. This review considers the potential for emerging digital technologies to advance efforts to challenge mental health stigma in LMICs. METHODS Promising digital strategies to reduce mental health stigma were identified through searching the peer-reviewed literature. Drawing from the Mental Illness Stigma Framework, these studies of digital strategies were grouped into three categories: 1) protest; 2) education, and 3) contact. RESULTS These three categories align with established stigma reduction programs. Digital strategies could expand the reach of or complement existing efforts. There are challenges with digital stigma reduction strategies, including the need for cultural adaptation of these programs to diverse contexts and settings, consideration of reliable measurement of mental health related stigma, and risks that digital media could perpetuate the spread of misinformation and exacerbate concerns pertaining to mental health stigma. CONCLUSION This review highlights the promise of technology for addressing mental health stigma in LMICs. This is imperative in the face of growing demand for mental health services owing to the economic and social impacts of the COVID-19 pandemic, and the increasing reliance on digital platforms among individuals in most countries.
Collapse
Affiliation(s)
- John A. Naslund
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Davy Deng
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| |
Collapse
|
14
|
Abraham A, Jithesh A, Doraiswamy S, Al-Khawaga N, Mamtani R, Cheema S. Telemental Health Use in the COVID-19 Pandemic: A Scoping Review and Evidence Gap Mapping. Front Psychiatry 2021; 12:748069. [PMID: 34819885 PMCID: PMC8606591 DOI: 10.3389/fpsyt.2021.748069] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 10/15/2021] [Indexed: 01/07/2023] Open
Abstract
Background: The COVID-19 pandemic has highlighted telemedicine use for mental illness (telemental health). Objective: In the scoping review, we describe the scope and domains of telemental health during the COVID-19 pandemic from the published literature and discuss associated challenges. Methods: PubMed, EMBASE, and the World Health Organization's Global COVID-19 Database were searched up to August 23, 2020 with no restrictions on study design, language, or geographical, following an a priori protocol (https://osf.io/4dxms/). Data were synthesized using descriptive statistics from the peer-reviewed literature and the National Quality Forum's (NQF) framework for telemental health. Sentiment analysis was also used to gauge patient and healthcare provider opinion toward telemental health. Results: After screening, we identified 196 articles, predominantly from high-income countries (36.22%). Most articles were classified as commentaries (51.53%) and discussed telemental health from a management standpoint (86.22%). Conditions commonly treated with telemental health were depression, anxiety, and eating disorders. Where data were available, most articles described telemental health in a home-based setting (use of telemental health at home by patients). Overall sentiment was neutral-to-positive for the individual domains of the NQF framework. Conclusions: Our findings suggest that there was a marked growth in the uptake of telemental health during the pandemic and that telemental health is effective, safe, and will remain in use for the foreseeable future. However, more needs to be done to better understand these findings. Greater investment into human and financial resources, and research should be made by governments, global funding agencies, academia, and other stakeholders, especially in low- and middle- income countries. Uniform guidelines for licensing and credentialing, payment and insurance, and standards of care need to be developed to ensure safe and optimal telemental health delivery. Telemental health education should be incorporated into health professions curricula globally. With rapidly advancing technology and increasing acceptance of interactive online platforms amongst patients and healthcare providers, telemental health can provide sustainable mental healthcare across patient populations. Systematic Review Registration: https://osf.io/4dxms/.
Collapse
Affiliation(s)
- Amit Abraham
- Institute for Population Health, Weill Cornell Medicine-Qatar, Ar-Rayyan, Qatar
| | - Anupama Jithesh
- Institute for Population Health, Weill Cornell Medicine-Qatar, Ar-Rayyan, Qatar
| | | | | | - Ravinder Mamtani
- Institute for Population Health, Weill Cornell Medicine-Qatar, Ar-Rayyan, Qatar
| | - Sohaila Cheema
- Institute for Population Health, Weill Cornell Medicine-Qatar, Ar-Rayyan, Qatar
| |
Collapse
|
15
|
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: 292] [Impact Index Per Article: 97.3] [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.
Collapse
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
| |
Collapse
|
16
|
Pemovska T, Arënliu A, Konjufca J, Uka F, Hunter J, Bajraktarov S, Stevović LI, Jerotić S, Kulenović AD, Novotni A, Novotni L, Radojičić T, Repišti S, Ribić E, Ristić I, Mešević ES, Zebić M, Jovanović N. Implementing a digital mental health intervention for individuals with psychosis - a multi-country qualitative study. BMC Psychiatry 2021; 21:468. [PMID: 34563145 PMCID: PMC8466399 DOI: 10.1186/s12888-021-03466-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 09/07/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Implementation of psychosocial interventions in mental health services has the potential to improve the treatment of psychosis spectrum disorders (PSD) in low- and middle-income countries (LMICs) where care is predominantly focused on pharmacotherapy. The first step is to understand the views of key stakeholders. We conducted a multi-language qualitative study to explore the contextual barriers and facilitators to implementation of a cost-effective, digital psychosocial intervention, called DIALOG+, for treating PSD. DIALOG+ builds on existing clinician-patient relationships without requiring development of new services, making it well-fitting for healthcare systems with scarce resources. METHODS Thirty-two focus groups were conducted with 174 participants (patients, clinicians, policymakers and carers), who were familiarized with DIALOG+ through a presentation. The Southeast European LMICs included in this research were: Bosnia and Herzegovina, Kosovo, (Kosovo is referred throughout the text by United Nations resolution) North Macedonia, Montenegro and Serbia. Framework analysis was used to analyse the participants' accounts. RESULTS Six major themes were identified. Three themes (Intervention characteristics; Carers' involvement; Patient and organisational benefits) were interpreted as perceived implementation facilitators. The theme Attitudes and perceived preparedness of potential adopters comprised of subthemes that were interpreted as both perceived implementation facilitators and barriers. Two other themes (Frequency of intervention delivery; Suggested changes to the intervention) were more broadly related to the intervention's implementation. Participants were exceedingly supportive of the implementation of a digital psychosocial intervention such as DIALOG+. Attractive intervention characteristics, efficient use of scarce resources for its implementation and potential to improve mental health services were seen as the main implementation facilitators. The major implementation barrier identified was psychiatrists' time constrains. CONCLUSIONS This study provided important insights regarding implementation of digital psychosocial interventions for people with PSD in low-resource settings by including perspectives from four stakeholder groups in five LMICs in Southeast Europe - a population and region rarely explored in the literature. The perceived limited availability of psychiatrists could be potentially resolved by increased inclusion of other mental health professionals in service delivery for PSD. These findings will be used to inform the implementation strategy of DIALOG+ across the participating countries. The study also offers insights into multi-country qualitative research.
Collapse
Affiliation(s)
- Tamara Pemovska
- Unit for Social and Community Psychiatry, Queen Mary University of London, London, E13 8SP, UK
| | - Aliriza Arënliu
- Department of Psychology, University of Pristina, 10000, Pristina, Kosovo.
| | - Jon Konjufca
- Department of Psychology, University of Pristina, 10000, Pristina, Kosovo
| | - Fitim Uka
- Department of Psychology, University of Pristina, 10000, Pristina, Kosovo
| | - Jennifer Hunter
- School of Health Sciences, City University of London, London, EC1R 1UB, UK
| | - Stojan Bajraktarov
- University Clinic of Psychiatry, Ss. Cyril and Methodius University in Skopje, Skopje, 1000, North Macedonia
| | - Lidija Injac Stevović
- Clinical Centre, Psychiatric Clinic, University of Montenegro, Podgorica, Montenegro
| | - Stefan Jerotić
- Faculty of Medicine University of Belgrade & Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia
| | - Alma Džubur Kulenović
- Department of Psychiatry, Clinical Centre of the University of Sarajevo, 71000, Sarajevo, Bosnia and Herzegovina
| | - Antoni Novotni
- University Clinic of Psychiatry, Ss. Cyril and Methodius University in Skopje, Skopje, 1000, North Macedonia
| | - Ljubisa Novotni
- University Clinic of Psychiatry, Ss. Cyril and Methodius University in Skopje, Skopje, 1000, North Macedonia
| | - Tamara Radojičić
- Clinical Centre, Psychiatric Clinic, University of Montenegro, Podgorica, Montenegro
| | - Selman Repišti
- Clinical Centre, Psychiatric Clinic, University of Montenegro, Podgorica, Montenegro
| | - Emina Ribić
- Department of Psychiatry, Clinical Centre of the University of Sarajevo, 71000, Sarajevo, Bosnia and Herzegovina
| | - Ivan Ristić
- Faculty of Medicine University of Belgrade & Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia
| | - Eldina Smajić Mešević
- Department of Psychiatry, Clinical Centre of the University of Sarajevo, 71000, Sarajevo, Bosnia and Herzegovina
| | - Mirjana Zebić
- Faculty of Medicine University of Belgrade & Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia
| | - Nikolina Jovanović
- Unit for Social and Community Psychiatry, Queen Mary University of London, London, E13 8SP, UK
| |
Collapse
|
17
|
Rodriguez-Villa E, Rozatkar AR, Kumar M, Patel V, Bondre A, Naik SS, Dutt S, Mehta UM, Nagendra S, Tugnawat D, Shrivastava R, Raghuram H, Khan A, Naslund JA, Gupta S, Bhan A, Thirthall J, Chand PK, Lakhtakia T, Keshavan M, Torous J. Cross cultural and global uses of a digital mental health app: results of focus groups with clinicians, patients and family members in India and the United States. Glob Ment Health (Camb) 2021; 8:e30. [PMID: 34512999 PMCID: PMC8392688 DOI: 10.1017/gmh.2021.28] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 06/24/2021] [Accepted: 07/14/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Despite significant advancements in healthcare technology, digital health solutions - especially those for serious mental illnesses - continue to fall short of their potential across both clinical practice and efficacy. The utility and impact of medicine, including digital medicine, hinges on relationships, trust, and engagement, particularly in the field of mental health. This paper details results from Phase 1 of a two-part study that seeks to engage people with schizophrenia, their family members, and clinicians in co-designing a digital mental health platform for use across different cultures and contexts in the United States and India. METHODS Each site interviewed a mix of clinicians, patients, and their family members in focus groups (n = 20) of two to six participants. Open-ended questions and discussions inquired about their own smartphone use and, after a demonstration of the mindLAMP platform, specific feedback on the app's utility, design, and functionality. RESULTS Our results based on thematic analysis indicate three common themes: increased use and interest in technology during coronavirus disease 2019 (COVID-19), concerns over how data are used and shared, and a desire for concurrent human interaction to support app engagement. CONCLUSION People with schizophrenia, their family members, and clinicians are open to integrating technology into treatment to better understand their condition and help inform treatment. However, app engagement is dependent on technology that is complementary - not substitutive - of therapeutic care from a clinician.
Collapse
Affiliation(s)
- Elena Rodriguez-Villa
- Division of Digital Psychiatry, Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, USA
| | - Abhijit R. Rozatkar
- All India Institute of Medical Sciences Bhopal, Bhopal, Madhya Pradesh, India462020
| | - Mohit Kumar
- All India Institute of Medical Sciences Bhopal, Bhopal, Madhya Pradesh, India462020
| | - Vikram Patel
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, USA
| | | | - Shalini S. Naik
- National Institute of Mental Health and NeuroSciences, Bangalore, India560029
| | - Siddharth Dutt
- National Institute of Mental Health and NeuroSciences, Bangalore, India560029
| | - Urvakhsh M. Mehta
- National Institute of Mental Health and NeuroSciences, Bangalore, India560029
| | - Srilakshmi Nagendra
- National Institute of Mental Health and NeuroSciences, Bangalore, India560029
| | | | | | | | - Azaz Khan
- Sangath, Bhopal, Madhya Pradesh, India462016
| | - John A. Naslund
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, USA
| | - Snehil Gupta
- All India Institute of Medical Sciences Bhopal, Bhopal, Madhya Pradesh, India462020
| | - Anant Bhan
- Sangath, Bhopal, Madhya Pradesh, India462016
| | - Jagadisha Thirthall
- National Institute of Mental Health and NeuroSciences, Bangalore, India560029
| | - Prabhat K. Chand
- National Institute of Mental Health and NeuroSciences, Bangalore, India560029
| | - Tanvi Lakhtakia
- Division of Digital Psychiatry, Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, USA
| | - Matcheri Keshavan
- Division of Digital Psychiatry, Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, USA
| | - John Torous
- Division of Digital Psychiatry, Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, USA
| |
Collapse
|
18
|
Abstract
The article describes the risks for the mental health and wellbeing of urban-dwellers in relation to changes in the spatial structure of a city that could be caused by the COVID-19 pandemic. A year of lockdown has changed the way of life in the city and negated its principal function as a place of various meetings and social interactions. The danger of long-term isolation and being cut-off from an urban lifestyle is not only a challenge facing individuals, but it also creates threats on various collective levels. Hindered interpersonal relations, stress, and the fear of another person lower the quality of life and may contribute to the development of mental diseases. Out of fear against coronavirus, part of the society has sought safety by moving out of the densely populated city centres. The dangerous results of these phenomena are shown by research based on the newest literature regarding the influence of COVID-19 and the lockdown on mental health, urban planning, and the long-term spatial effects of the pandemic such as the urban sprawl. The breakdown of the spatial structure, the loosening of the urban tissue, and urban sprawl are going to increase anthropopressure, inhibit access to mental health treatment, and will even further contribute to the isolation of part of the society. In addition, research has shown that urban structure loosening as a kind of distancing is not an effective method in the fight against the SARS-COV pandemic. Creating dense and effective cities through the appropriate management of development during and after the pandemic may be a key element that will facilitate the prevention of mental health deterioration and wellbeing. It is also the only possibility to achieve the selected Sustainable Development Goals, which as of today are under threat.
Collapse
|
19
|
Ben-Zeev D, Meller S, Snyder J, Attah DA, Albright L, Le H, Asafo SM, Collins PY, Ofori-Atta A. A Digital Toolkit (M-Healer) to Improve Care and Reduce Human Rights Abuses Against People With Mental Illness in West Africa: User-Centered Design, Development, and Usability Study. JMIR Ment Health 2021; 8:e28526. [PMID: 34255712 PMCID: PMC8285751 DOI: 10.2196/28526] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/19/2021] [Accepted: 05/06/2021] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND The resources of West African mental health care systems are severely constrained, which contributes to significant unmet mental health needs. Consequently, people with psychiatric conditions often receive care from traditional and faith healers. Healers may use practices that constitute human rights violations, such as flogging, caging, forced fasting, and chaining. OBJECTIVE The aim of this study is to partner with healers in Ghana to develop a smartphone toolkit designed to support the dissemination of evidence-based psychosocial interventions and the strengthening of human rights awareness in the healer community. METHODS We conducted on-site observations and qualitative interviews with healers, a group co-design session, content development and prototype system build-out, and usability testing. RESULTS A total of 18 healers completed individual interviews. Participants reported on their understanding of the causes and treatments of mental illnesses. They identified situations in which they elect to use mechanical restraints and other coercive practices. Participants described an openness to using a smartphone-based app to help introduce them to alternative practices. A total of 12 healers participated in the co-design session. Of the 12 participants, 8 (67%) reported having a smartphone. Participants reported that they preferred spiritual guidance but that it was acceptable that M-Healer would provide mostly nonspiritual content. They provided suggestions for who should be depicted as the toolkit protagonist and ranked their preferred content delivery modality in the following order: live-action video, animated video, comic strip, and still images with text. Participants viewed mood board prototypes and rated their preferred visual design in the following order: religious theme, nature motif, community or medical, and Ghanaian culture. The content was organized into modules, including an introduction to the system, brief mental health interventions, verbal de-escalation strategies, guided relaxation techniques, and human rights training. Each module contained several scripted digital animation videos, with audio narration in English or Twi. The module menu was represented by touchscreen icons and a single word or phrase to maximize accessibility to users with limited literacy. In total, 12 participants completed the M-Healer usability testing. Participants commented that they liked the look and functionality of the app and understood the content. The participants reported that the information and displays were clear. They successfully navigated the app but identified several areas where usability could be enhanced. Posttesting usability measures indicated that participants found M-Healer to be feasible, acceptable, and usable. CONCLUSIONS This study is the first to develop a digital mental health toolkit for healers in West Africa. Engaging healers in user-centered development produced an accessible and acceptable resource. Future field testing will determine whether M-Healer can improve healer practices and reduce human rights abuses.
Collapse
Affiliation(s)
- Dror Ben-Zeev
- BRiTE Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Suzanne Meller
- BRiTE Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Jaime Snyder
- Information School, University of Washington, Seattle, WA, United States
| | - Dzifa A Attah
- Department of Psychiatry, University of Ghana, Legon, Ghana
| | - Liam Albright
- Information School, University of Washington, Seattle, WA, United States
| | - Hoa Le
- Information School, University of Washington, Seattle, WA, United States
| | - Seth M Asafo
- Department of Psychiatry, University of Ghana, Legon, Ghana
| | - Pamela Y Collins
- Department of Global Health, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | | |
Collapse
|
20
|
Vahia IV. The future has been preponed: building a new digitally-enhanced psychiatry in the aftermath of the pandemic. Int Rev Psychiatry 2021; 33:363-365. [PMID: 34284696 DOI: 10.1080/09540261.2021.1891744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Ipsit V Vahia
- McLean Hospital, Belmont, MA, USA.,Harvard Medical School, Boston, MA, USA
| |
Collapse
|
21
|
Wainberg ML, Gouveia ML, Stockton MA, Feliciano P, Suleman A, Mootz JJ, Mello M, Fiks Salem A, Greene MC, Bezuidenhout C, Ngwepe P, Lovero KL, Fortunato Dos Santos P, Schriger SH, Mandell DS, Mulumba R, Neves Anube A, Mabunda D, Mandlate F, Cournos F, Alves-Bradford JM, Nicholson T, Kann B, Fumo W, Duarte CS, de Jesus Mari J, Mello MF, Mocumbi AO, Oquendo MA, Weissman MM. Technology and implementation science to forge the future of evidence-based psychotherapies: the PRIDE scale-up study. EVIDENCE-BASED MENTAL HEALTH 2021; 24:19-24. [PMID: 33177149 PMCID: PMC8025148 DOI: 10.1136/ebmental-2020-300199] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 10/13/2020] [Accepted: 10/21/2020] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To report the interim results from the training of providers inevidence-based psychotherapies (EBPs) and use of mobile applications. DESIGN AND SETTING The Partnerships in Research to Implement and Disseminate Sustainable and Scalable Evidence (PRIDE) study is a cluster-randomised hybrid effectiveness-implementation trial comparing three delivery pathways for integrating comprehensive mental healthcare into primary care in Mozambique. Innovations include the use of EBPs and scaling-up of task-shifted mental health services using mobile applications. MAIN OUTCOME MEASURES We examined EBP training attendance, certification, knowledge and intentions to deliver each component. We collected qualitative data through rapid ethnography and focus groups. We tracked the use of the mobile applications to investigate early reach of a valid screening tool (Electronic Mental Wellness Tool) and the roll out of the EBPs PARTICIPANTS: Psychiatric technicians and primary care providers trained in the EBPs. RESULTS PRIDE has trained 110 EBP providers, supervisors and trainers and will train 279 community health workers in upcoming months. The trainings improved knowledge about the EBPs and trainees indicated strong intentions to deliver the EBP core components. Trained providers began using the mobile applications and appear to identify cases and provide appropriate treatment. CONCLUSIONS The future of EBPs requires implementation within existing systems of care with fidelity to their core evidence-based components. To sustainably address the vast mental health treatment gap globally, EBP implementation demands: expanding the mental health workforce by training existing human resources; sequential use of EBPs to comprehensively treat mental disorders and their comorbid presentations and leveraging digital screening and treatment applications.
Collapse
Affiliation(s)
- Milton L Wainberg
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - Maria Lídia Gouveia
- Mental Health Department, Ministry of Health of Mozambique, Maputo, Mozambique
| | - Melissa Ann Stockton
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Paulino Feliciano
- Mental Health Department, Ministry of Health of Mozambique, Nampula, Mozambique
| | - Antonio Suleman
- Mental Health Department, Ministry of Health of Mozambique, Nampula, Mozambique
| | - Jennifer J Mootz
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - Milena Mello
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - Andre Fiks Salem
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - M Claire Greene
- Heilbrunn Department of Population and Family Health, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Charl Bezuidenhout
- Research Unit, Foundation for Professional Development, Pretoria, South Africa
| | - Phuti Ngwepe
- Research Unit, Foundation for Professional Development, Pretoria, South Africa
| | - Kathryn L Lovero
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | | | - Simone H Schriger
- Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | | | - Anibal Neves Anube
- Docente da Faculdade de Ciências de Saúde-UniLúrio, Hospital Psiquiátrico de Nampula, Nampula, Mozambique
| | | | - Flavio Mandlate
- Mental Health Department, Ministry of Health of Mozambique, Maputo, Mozambique
| | - Francine Cournos
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- Heilbrunn Department of Population and Family Health, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Jean-Marie Alves-Bradford
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - Terriann Nicholson
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - Bianca Kann
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - Wilza Fumo
- Mental Health Department, Ministry of Health of Mozambique, Maputo, Mozambique
| | - Cristiane S Duarte
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - Jair de Jesus Mari
- Department of Psychiatry and Medical Psychology, Escola Paulista de Medicina, Universidade Federal de São Paulo, Sao Paulo, São Paulo, Brazil
| | | | - Ana O Mocumbi
- Universidade Eduardo Mondlane, Maputo, Mozambique
- Doenças Não Transmissíveis, Instituto Nacional de Saúde, Maputo, Mozambique
| | - Maria A Oquendo
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Myrna M Weissman
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| |
Collapse
|
22
|
Kondylakis H, Katehakis DG, Kouroubali A, Logothetidis F, Triantafyllidis A, Kalamaras I, Votis K, Tzovaras D. COVID-19 Mobile Apps: A Systematic Review of the Literature. J Med Internet Res 2020; 22:e23170. [PMID: 33197234 PMCID: PMC7732358 DOI: 10.2196/23170] [Citation(s) in RCA: 81] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 09/18/2020] [Accepted: 10/11/2020] [Indexed: 02/06/2023] Open
Abstract
Background A vast amount of mobile apps have been developed during the past few months in an attempt to “flatten the curve” of the increasing number of COVID-19 cases. Objective This systematic review aims to shed light into studies found in the scientific literature that have used and evaluated mobile apps for the prevention, management, treatment, or follow-up of COVID-19. Methods We searched the bibliographic databases Global Literature on Coronavirus Disease, PubMed, and Scopus to identify papers focusing on mobile apps for COVID-19 that show evidence of their real-life use and have been developed involving clinical professionals in their design or validation. Results Mobile apps have been implemented for training, information sharing, risk assessment, self-management of symptoms, contact tracing, home monitoring, and decision making, rapidly offering effective and usable tools for managing the COVID-19 pandemic. Conclusions Mobile apps are considered to be a valuable tool for citizens, health professionals, and decision makers in facing critical challenges imposed by the pandemic, such as reducing the burden on hospitals, providing access to credible information, tracking the symptoms and mental health of individuals, and discovering new predictors.
Collapse
Affiliation(s)
- Haridimos Kondylakis
- Computational Biomedicine Laboratory, Foundation for Research and Technology - Hellas-Institute of Computer Science, Heraklion, Greece
| | - Dimitrios G Katehakis
- Center for eHealth Applications and Services, Foundation for Research and Technology - Hellas, Institute of Computer Science, Heraklion, Greece
| | - Angelina Kouroubali
- Computational Biomedicine Laboratory, Foundation for Research and Technology - Hellas-Institute of Computer Science, Heraklion, Greece
| | - Fokion Logothetidis
- Center for eHealth Applications and Services, Foundation for Research and Technology - Hellas, Institute of Computer Science, Heraklion, Greece
| | - Andreas Triantafyllidis
- Information Technologies Institute, Centre for Research and Technology - Hellas, Thessaloniki, Greece
| | - Ilias Kalamaras
- Information Technologies Institute, Centre for Research and Technology - Hellas, Thessaloniki, Greece
| | - Konstantinos Votis
- Information Technologies Institute, Centre for Research and Technology - Hellas, Thessaloniki, Greece
| | - Dimitrios Tzovaras
- Information Technologies Institute, Centre for Research and Technology - Hellas, Thessaloniki, Greece
| |
Collapse
|
23
|
Muke SS, Tugnawat D, Joshi U, Anand A, Khan A, Shrivastava R, Singh A, Restivo JL, Bhan A, Patel V, Naslund JA. Digital Training for Non-Specialist Health Workers to Deliver a Brief Psychological Treatment for Depression in Primary Care in India: Findings from a Randomized Pilot Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E6368. [PMID: 32883018 PMCID: PMC7503742 DOI: 10.3390/ijerph17176368] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 08/23/2020] [Accepted: 08/28/2020] [Indexed: 12/13/2022]
Abstract
Introduction: Task sharing holds promise for scaling up depression care in countries such as India, yet requires training large numbers of non-specialist health workers. This pilot trial evaluated the feasibility and acceptability of a digital program for training non-specialist health workers to deliver a brief psychological treatment for depression. Methods: Participants were non-specialist health workers recruited from primary care facilities in Sehore, a rural district in Madhya Pradesh, India. A three-arm randomized controlled trial design was used, comparing digital training alone (DGT) to digital training with remote support (DGT+), and conventional face-to-face training. The primary outcome was the feasibility and acceptability of digital training programs. Preliminary effectiveness was explored as changes in competency outcomes, assessed using a self-reported measure covering the specific knowledge and skills required to deliver the brief psychological treatment for depression. Outcomes were collected at pre-training and post-training. Results: Of 42 non-specialist health workers randomized to the training programs, 36 including 10 (72%) in face-to-face, 12 (86%) in DGT, and 14 (100%) in DGT+ arms started the training. Among these participants, 27 (64%) completed the training, with 8 (57%) in face-to-face, 8 (57%) in DGT, and 11 (79%) in DGT+. The addition of remote telephone support appeared to improve completion rates for DGT+ participants. The competency outcome improved across all groups, with no significant between-group differences. However, face-to-face and DGT+ participants showed greater improvement compared to DGT alone. There were numerous technical challenges with the digital training program such as poor connectivity, smartphone app not loading, and difficulty navigating the course content-issues that were further emphasized in follow-up focus group discussions with participants. Feedback and recommendations collected from participants informed further modifications and refinements to the training programs in preparation for a forthcoming large-scale effectiveness trial. Conclusions: This study adds to mounting efforts aimed at leveraging digital technology to increase the availability of evidence-based mental health services in primary care settings in low-resource settings.
Collapse
Affiliation(s)
- Shital S. Muke
- Sangath, 120 Deepak Society, Chuna Bhatti, Kolar Road, Bhopal 462016, India; (S.S.M.); (D.T.); (U.J.); (A.A.); (A.K.); (R.S.); (A.S.); (A.B.)
| | - Deepak Tugnawat
- Sangath, 120 Deepak Society, Chuna Bhatti, Kolar Road, Bhopal 462016, India; (S.S.M.); (D.T.); (U.J.); (A.A.); (A.K.); (R.S.); (A.S.); (A.B.)
| | - Udita Joshi
- Sangath, 120 Deepak Society, Chuna Bhatti, Kolar Road, Bhopal 462016, India; (S.S.M.); (D.T.); (U.J.); (A.A.); (A.K.); (R.S.); (A.S.); (A.B.)
| | - Aditya Anand
- Sangath, 120 Deepak Society, Chuna Bhatti, Kolar Road, Bhopal 462016, India; (S.S.M.); (D.T.); (U.J.); (A.A.); (A.K.); (R.S.); (A.S.); (A.B.)
| | - Azaz Khan
- Sangath, 120 Deepak Society, Chuna Bhatti, Kolar Road, Bhopal 462016, India; (S.S.M.); (D.T.); (U.J.); (A.A.); (A.K.); (R.S.); (A.S.); (A.B.)
| | - Ritu Shrivastava
- Sangath, 120 Deepak Society, Chuna Bhatti, Kolar Road, Bhopal 462016, India; (S.S.M.); (D.T.); (U.J.); (A.A.); (A.K.); (R.S.); (A.S.); (A.B.)
| | - Abhishek Singh
- Sangath, 120 Deepak Society, Chuna Bhatti, Kolar Road, Bhopal 462016, India; (S.S.M.); (D.T.); (U.J.); (A.A.); (A.K.); (R.S.); (A.S.); (A.B.)
| | - Juliana L. Restivo
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA 02115, USA; (J.L.R.); (V.P.)
| | - Anant Bhan
- Sangath, 120 Deepak Society, Chuna Bhatti, Kolar Road, Bhopal 462016, India; (S.S.M.); (D.T.); (U.J.); (A.A.); (A.K.); (R.S.); (A.S.); (A.B.)
| | - Vikram Patel
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA 02115, USA; (J.L.R.); (V.P.)
- Department of Global Health and Population, Harvard TH Chan School of Public Health, Boston, MA 02115, USA
| | - John A. Naslund
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA 02115, USA; (J.L.R.); (V.P.)
| |
Collapse
|