1
|
Naderbagi A, Loblay V, Zahed IUM, Ekambareshwar M, Poulsen A, Song YJC, Ospina-Pinillos L, Krausz M, Mamdouh Kamel M, Hickie IB, LaMonica HM. Cultural and Contextual Adaptation of Digital Health Interventions: Narrative Review. J Med Internet Res 2024; 26:e55130. [PMID: 38980719 DOI: 10.2196/55130] [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: 12/04/2023] [Revised: 05/12/2024] [Accepted: 05/21/2024] [Indexed: 07/10/2024] Open
Abstract
BACKGROUND Emerging evidence suggests that positive impacts can be generated when digital health interventions are designed to be responsive to the cultural and socioeconomic context of their intended audiences. OBJECTIVE This narrative review aims to synthesize the literature about the cultural adaptation of digital health interventions. It examines how concepts of culture and context feature in design and development processes, including the methods, models, and content of these interventions, with the aim of helping researchers to make informed decisions about how to approach cultural adaptation in digital health. METHODS Literature searches for this narrative review were conducted across 4 databases. Following full-text article screening by 2 authors, 16 studies of interventions predominantly focused on the self-management of health were selected based on their detailed focus on the process of cultural adaptation. Key considerations for cultural adaptation were identified and synthesized through a qualitative narrative approach, enabling an integrative and in-depth understanding of cultural adaptation. RESULTS The literature demonstrates varying approaches and levels of cultural adaptation across stages of intervention development, involving considerations such as the research ethos orienting researchers, the methodologies and models used, and the resultant content adaptations. In relation to the latter, culturally appropriate and accessible user interface design and translation can be seen as particularly important in shaping the level of adaptation. CONCLUSIONS Optimizing cultural adaptation involves linking culture with other contextual factors such as economic conditions and social systems to ensure accessibility and the sustained use of digital health interventions. Culturally humble approaches that use the involvement of a broad range of participants, experts, and other stakeholders are demonstrated to spark vital insights for content development, implementation, and evaluation.
Collapse
Affiliation(s)
- Aila Naderbagi
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| | - Victoria Loblay
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| | | | | | - Adam Poulsen
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| | - Yun J C Song
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| | - Laura Ospina-Pinillos
- Department of Psychiatry and Mental Health, Faculty of Medicine, Pontificia Universidad Javeriana, Bogota, Colombia
| | - Michael Krausz
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
| | | | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| | - Haley M LaMonica
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| |
Collapse
|
2
|
Walsh AEL, Naughton G, Sharpe T, Zajkowska Z, Malys M, van Heerden A, Mondelli V. A collaborative realist review of remote measurement technologies for depression in young people. Nat Hum Behav 2024; 8:480-492. [PMID: 38225410 PMCID: PMC10963268 DOI: 10.1038/s41562-023-01793-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 11/20/2023] [Indexed: 01/17/2024]
Abstract
Digital mental health is becoming increasingly common. This includes use of smartphones and wearables to collect data in real time during day-to-day life (remote measurement technologies, RMT). Such data could capture changes relevant to depression for use in objective screening, symptom management and relapse prevention. This approach may be particularly accessible to young people of today as the smartphone generation. However, there is limited research on how such a complex intervention would work in the real world. We conducted a collaborative realist review of RMT for depression in young people. Here we describe how, why, for whom and in what contexts RMT appear to work or not work for depression in young people and make recommendations for future research and practice. Ethical, data protection and methodological issues need to be resolved and standardized; without this, RMT may be currently best used for self-monitoring and feedback to the healthcare professional where possible, to increase emotional self-awareness, enhance the therapeutic relationship and monitor the effectiveness of other interventions.
Collapse
Affiliation(s)
- Annabel E L Walsh
- The McPin Foundation, London, UK.
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
| | | | - Thomas Sharpe
- Young People's Advisory Group, The McPin Foundation, London, UK
| | - Zuzanna Zajkowska
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Mantas Malys
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Alastair van Heerden
- Centre for Community-based Research, Human and Social Capabilities Department, Human Sciences Research Council, Johannesburg, South Africa
- MRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Valeria Mondelli
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- NIHR Maudsley Biomedical Research Centre, South London and Maudsley NHS Foundation Trust and King's College London, London, UK
| |
Collapse
|
3
|
Doyle MA, Singh M, McNulty P, Slavin S, Smith M, Walker H, Khan W, Percy-Smith B. Developing a web-based app for non-mental health nurses to assess the mental health needs and risks of children and young people. Nurs Child Young People 2024:e1503. [PMID: 38369906 DOI: 10.7748/ncyp.2024.e1503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/16/2023] [Indexed: 02/20/2024]
Abstract
There is high demand for specialist mental health services for children and young people in the UK. Non-mental health nurses are well-placed to assess the mental health needs and risks of children and young people to maximise opportunities for early intervention and relieve the pressure on child and adolescent mental health services. This article provides an overview of a service development project to develop a web-based application (app) to support non-mental health nurses when assessing the mental health needs and risks of children and young people. The article describes the development, testing and evaluation process, which involved consultation with children and young people as well as interviews, focus groups and an online survey with a range of professionals working with children and young people. Overall, the findings suggest that the app is appropriate for use by non-mental health nurses in terms of quality, functionality and acceptability.
Collapse
Affiliation(s)
- Michael A Doyle
- School of Human and Health Sciences, University of Huddersfield, Huddersfield, England
| | - Manisha Singh
- School of Human and Health Sciences, University of Huddersfield, Huddersfield, England
| | - Phil McNulty
- South West Yorkshire Partnership NHS Foundation Trust, Wakefield, England
| | | | - Mike Smith
- Betsi Cadwaladr University Health Board, Bangor, Wales
| | | | - Wajid Khan
- South West Yorkshire Partnership NHS Foundation Trust, Wakefield, England
| | - Barry Percy-Smith
- School of Human and Health Sciences, University of Huddersfield, Huddersfield, England
| |
Collapse
|
4
|
Holmes Fee C, Hicklen RS, Jean S, Abu Hussein N, Moukheiber L, de Lota MF, Moukheiber M, Moukheiber D, Anthony Celi L, Dankwa-Mullan I. Strategies and solutions to address Digital Determinants of Health (DDOH) across underinvested communities. PLOS DIGITAL HEALTH 2023; 2:e0000314. [PMID: 37824481 PMCID: PMC10569606 DOI: 10.1371/journal.pdig.0000314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/14/2023]
Abstract
Healthcare has long struggled to improve services through technology without further widening health disparities. With the significant expansion of digital health, a group of healthcare professionals and scholars from across the globe are proposing the official usage of the term "Digital Determinants of Health" (DDOH) to explicitly call out the relationship between technology, healthcare, and equity. This is the final paper in a series published in PLOS Digital Health that seeks to understand and summarize current knowledge of the strategies and solutions that help to mitigate the negative effects of DDOH for underinvested communities. Through a search of English-language Medline, Scopus, and Google Scholar articles published since 2010, 345 articles were identified that discussed the application of digital health technology among underinvested communities. A group of 8 reviewers assessed 132 articles selected at random for the mention of solutions that minimize differences in DDOH. Solutions were then organized by categories of policy; design and development; implementation and adoption; and evaluation and ongoing monitoring. The data were then assessed by category and the findings summarized. The reviewers also looked for common themes across the solutions and evidence of effectiveness. From this limited scoping review, the authors found numerous solutions mentioned across the papers for addressing DDOH and many common themes emerged regardless of the specific community or digital health technology under review. There was notably less information on solutions regarding ongoing evaluation and monitoring which corresponded with a lack of research evidence regarding effectiveness. The findings directionally suggest that universal strategies and solutions can be developed to address DDOH independent of the specific community under focus. With the need for the further development of DDOH measures, we also provide a framework for DDOH assessment.
Collapse
Affiliation(s)
- Casey Holmes Fee
- Healthcare Consultant, Newton, Massachusetts, United States of America
| | - Rachel Scarlett Hicklen
- Research Medical Library, MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Sidney Jean
- Massachusetts Executive Office of Health and Human Services, Boston, Massachusetts, United States of America
- Simmons University, Boston, Massachusetts, United States of America
| | - Nebal Abu Hussein
- Pulmonary, Critical Care and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department for BioMedical Research DBMR, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Lama Moukheiber
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | | | - Mira Moukheiber
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Dana Moukheiber
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Leo Anthony Celi
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Division of Pulmonary, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Irene Dankwa-Mullan
- Marti Health, Atlanta, Georgia, United States of America
- Department of Health Policy and Management, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States of America
| |
Collapse
|
5
|
Cohen ZD, Schueller SM. Expanding, improving, and understanding behaviour research and therapy through digital mental health. Behav Res Ther 2023; 167:104358. [PMID: 37418857 DOI: 10.1016/j.brat.2023.104358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/09/2023]
Affiliation(s)
- Zachary D Cohen
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, USA.
| | - Stephen M Schueller
- Department of Psychological Science, University of California, Irvine, USA; Department of Informatics, University of California, Irvine, USA
| |
Collapse
|
6
|
The use of co-production, co-design and co-creation to mobilise knowledge in the management of health conditions: a systematic review. BMC Health Serv Res 2022; 22:877. [PMID: 35799251 PMCID: PMC9264579 DOI: 10.1186/s12913-022-08079-y] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 05/12/2022] [Indexed: 12/03/2022] Open
Abstract
Background Knowledge mobilisation is a term used in healthcare research to describe the process of generating, sharing and using evidence. ‘Co’approaches, such as co-production, co-design and co-creation, have been proposed as a way of overcoming the knowledge to practice gap. There is a need to understand why researchers choose to adopt these approaches, how they achieve knowledge mobilisation in the management of health conditions, and the extent to which knowledge mobilisation is accomplished. Methods Studies that explicitly used the terms co-production, co-design or co-creation to mobilise knowledge in the management of health conditions were included. Web of Science, EMBASE via OvidSP, MEDLINE via OvidSP and CINHAL via EBSCO databases were searched up to April 2021. Quality assessment was carried out using the Joanna Briggs Institute qualitative quality assessment checklist. Pluye and Hong’s seven steps for mixed studies reviews were followed. Data were synthesised using thematic synthesis. Results Twenty four international studies were included. These were qualitative studies, case studies and study protocols. Key aspects of ‘co’approaches were bringing people together as active and equal partners, valuing all types of knowledge, using creative approaches to understand and solve problems, and using iterative prototyping techniques. Authors articulated mechanisms of action that included developing a shared understanding, identifying and meeting needs, giving everyone a voice and sense of ownership, and creating trust and confidence. They believed these mechanisms could produce interventions that were relevant and acceptable to stakeholders, more useable and more likely to be implemented in healthcare. Varied activities were used to promote these mechanisms such as interviews and creative workshops. There appeared to be a lack of robust evaluation of the interventions produced so little evidence in this review that ‘co’approaches improved the management of health conditions. Conclusion Those using ‘co’approaches believed that they could achieve knowledge mobilisation through a number of mechanisms, but there was no evidence that these led to improved health. The framework of key aspects and mechanisms of ‘co’approaches developed here may help researchers to meet the principles of these approaches. There is a need for robust evaluation to identify whether ‘co’approaches produce improved health outcomes. Trial Registration PROSPERO CRD42020187463. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-08079-y.
Collapse
|
7
|
Vial S, Boudhraâ S, Dumont M. Human-Centered Design Approaches in Digital Mental Health Interventions: Exploratory Mapping Review. JMIR Ment Health 2022; 9:e35591. [PMID: 35671081 PMCID: PMC9214621 DOI: 10.2196/35591] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 03/22/2022] [Accepted: 04/19/2022] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Digital mental health interventions have a great potential to alleviate mental illness and increase access to care. However, these technologies face significant challenges, especially in terms of user engagement and adoption. It has been suggested that this issue stems from a lack of user perspective in the development process; accordingly, several human-centered design approaches have been developed over the years to consider this important aspect. Yet, few human-centered design approaches to digital solutions exist in the field of mental health, and rarely are end users involved in their development. OBJECTIVE The main objective of this literature review is to understand how human-centered design is considered in e-mental health intervention research. METHODS An exploratory mapping review was conducted of mental health journals with the explicit scope of covering e-mental health technology. The human-centered design approaches reported and the core elements of design activity (ie, object, context, design process, and actors involved) were examined among the eligible studies. RESULTS A total of 30 studies met the inclusion criteria, of which 22 mentioned using human-centered design approaches or specific design methods in the development of an e-mental health solution. Reported approaches were classified as participatory design (11/27, 41%), codesign (6/27, 22%), user-centered design (5/27, 19%), or a specific design method (5/27, 19%). Just over half (15/27, 56%) of the approaches mentioned were supported by references. End users were involved in each study to some extent but not necessarily in designing. About 27% (8/30) of all the included studies explicitly mentioned the presence of designers on their team. CONCLUSIONS Our results show that some attempts have indeed been made to integrate human-centered design approaches into digital mental health technology development. However, these attempts rely very little on designers and design research. Researchers from other domains and technology developers would be wise to learn the underpinnings of human-centered design methods before selecting one over another. Inviting designers for assistance when implementing a particular approach would also be beneficial. To further motivate interest in and use of human-centered design principles in the world of e-mental health, we make nine suggestions for better reporting of human-centered design approaches in future research.
Collapse
Affiliation(s)
- Stéphane Vial
- Centre de Recherche de l'Institut Universitaire en Santé Mentale de Montréal, École de Design, Université du Québec à Montréal, Montréal, QC, Canada
| | - Sana Boudhraâ
- Centre de Recherche de l'Institut Universitaire en Santé Mentale de Montréal, École de Design, Université du Québec à Montréal, Montréal, QC, Canada
| | - Mathieu Dumont
- Département D'ergothérapie, Université du Québec à Trois-Rivières, Drummondville, QC, Canada
| |
Collapse
|
8
|
Dominguez-Rodriguez A, De La Rosa-Gómez A. A Perspective on How User-Centered Design Could Improve the Impact of Self-Applied Psychological Interventions in Low- or Middle-Income Countries in Latin America. Front Digit Health 2022; 4:866155. [PMID: 35721795 PMCID: PMC9201073 DOI: 10.3389/fdgth.2022.866155] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 04/26/2022] [Indexed: 11/13/2022] Open
Abstract
Global technological progress has generated alternatives for psychological assistance, both for the evaluation and for the treatment of different emotional disorders. Evidence suggests that Internet-based treatments are effective for the treatment of anxiety and depression disorders. However, in Latin America online treatments are still scarce compared to developed countries and have similar problems as developed countries, such as high dropout rate. One possible solution to help decrease the dropout rate is to design and develop online interventions based on the needs and characteristics of the users. The user-centered design (UCD) is a fundamental concept to develop successful online interventions. The objective of this article is to provide a perspective overview on how UCD could improve the impact of self-applied psychological interventions in low- or middle-income countries in Latin America; however this proposal can also be applied in low- and middle-income countries in other regions of the world. The literature on UCD has demonstrated its efficacy when properly applied in online interventions; however, it is not common to see how this methodology has been applied in research in online interventions, and regarding Latin America, this is even more scarce with a very limited number of articles implementing the principles of UCD.
Collapse
Affiliation(s)
| | - Anabel De La Rosa-Gómez
- Faculty of Higher Studies Iztacala, National Autonomous University of Mexico, Mexico City, Mexico
- *Correspondence: Anabel De La Rosa-Gómez
| |
Collapse
|
9
|
King PT, Cormack D, Edwards R, Harris R, Paine SJ. Co-design for indigenous and other children and young people from priority social groups: A systematic review. SSM Popul Health 2022; 18:101077. [PMID: 35402683 PMCID: PMC8983433 DOI: 10.1016/j.ssmph.2022.101077] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 03/20/2022] [Accepted: 03/21/2022] [Indexed: 11/28/2022] Open
Abstract
Background Co-design has increasingly been posited as a useful approach for Indigenous peoples and other social groups that experience inequities. However, the relatively rapid rise in co-design rhetoric has not necessarily been accompanied by increased understanding of whether co-design works for these social groups, and how equity is addressed. Methods We conducted a systematic review to identify the current state of co-design as theory and praxis within the context of health and/or disability related interventions or services, with a specific focus on equity considerations for Indigenous and other children and young people from priority social groups. Six electronic databases were searched systematically to identify peer-reviewed papers and grey literature (dissertation and theses) published between January 1, 2000 to December 31, 2020, and a hand-search of reference lists for selected full texts was undertaken. Results Fifteen studies met the inclusion criteria. Although all studies used the term ‘co-design’, only three provided a definition of what they meant by use of the term. Nine studies described one or more theory-based frameworks and a total of 26 methods, techniques and tools were reported, with only one study describing a formal evaluation. The key mechanism by which equity was addressed appeared to be the inclusion of participants from a social group experiencing inequities within an area of interest. Conclusion A dearth of information limits the extent to which the literature can be definitive as to whether co-design works for Indigenous and other children and young people from priority social groups, or whether co-design reduces health inequities. It is critical for quality reporting to occur regarding co-design definitions, theory, and praxis. There is an urgent requirement for evaluation research that focuses on co-design impacts and assesses the contribution of co-design to achieving equity. We also recommend culturally safe ethical processes be implemented whenever undertaking co-design. Limited studies report co-design contribution to positive outcomes. Evaluatin Evaluation of co-design impacts and contribution to equity is urgently required. Culturally safe ethical processes must be implemented in co-design.
Collapse
Affiliation(s)
- Paula Toko King
- Te Rōpū Rangahau Hauora a Eru Pōmare (Eru Pōmare Māori Health Research Unit), University of Otago, Wellington, New Zealand
- Corresponding author. Department of Public Health, University of Otago. 23A Mein Street, Newtown. Wellington, 6021, New Zealand.
| | - Donna Cormack
- Te Rōpū Rangahau Hauora a Eru Pōmare (Eru Pōmare Māori Health Research Unit), University of Otago, Wellington, New Zealand
- Te Kupenga Hauora Māori (Department of Māori Health), The University of Auckland, Auckland, New Zealand
| | - Richard Edwards
- Department of Public Health, University of Otago, Wellington, New Zealand
| | - Ricci Harris
- Te Rōpū Rangahau Hauora a Eru Pōmare (Eru Pōmare Māori Health Research Unit), University of Otago, Wellington, New Zealand
| | - Sarah-Jane Paine
- Te Kupenga Hauora Māori (Department of Māori Health), The University of Auckland, Auckland, New Zealand
| |
Collapse
|
10
|
Smits M, Kim CM, van Goor H, Ludden GDS. From Digital Health to Digital Well-being: Systematic Scoping Review. J Med Internet Res 2022; 24:e33787. [PMID: 35377328 PMCID: PMC9016508 DOI: 10.2196/33787] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 01/27/2022] [Accepted: 02/20/2022] [Indexed: 12/14/2022] Open
Abstract
Background Digital health refers to the proper use of technology for improving the health and well-being of people and enhancing the care of patients through the intelligent processing of clinical and genetic data. Despite increasing interest in well-being in both health care and technology, there is no clear understanding of what constitutes well-being, which leads to uncertainty in how to create well-being through digital health. In an effort to clarify this uncertainty, Brey developed a framework to define problems in technology for well-being using the following four categories: epistemological problem, scope problem, specification problem, and aggregation problem. Objective This systematic scoping review aims to gain insights into how to define and address well-being in digital health. Methods We followed the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) checklist. Papers were identified from 6 databases and included if they addressed the design or evaluation of digital health and reported the enhancement of patient well-being as their purpose. These papers were divided into design and evaluation papers. We studied how the 4 problems in technology for well-being are considered per paper. Results A total of 117 studies were eligible for analysis (n=46, 39.3% design papers and n=71, 60.7% evaluation papers). For the epistemological problem, the thematic analysis resulted in various definitions of well-being, which were grouped into the following seven values: healthy body, functional me, healthy mind, happy me, social me, self-managing me, and external conditions. Design papers mostly considered well-being as healthy body and self-managing me, whereas evaluation papers considered the values of healthy mind and happy me. Users were rarely involved in defining well-being. For the scope problem, patients with chronic care needs were commonly considered as the main users. Design papers also regularly involved other users, such as caregivers and relatives. These users were often not involved in evaluation papers. For the specification problem, most design and evaluation papers focused on the provision of care support through a digital platform. Design papers used numerous design methods, whereas evaluation papers mostly considered pre-post measurements and randomized controlled trials. For the aggregation problem, value conflicts were rarely described. Conclusions Current practice has found pragmatic ways of circumventing or dealing with the problems of digital health for well-being. Major differences exist between the design and evaluation of digital health, particularly regarding their conceptualization of well-being and the types of users studied. In addition, we found that current methodologies for designing and evaluating digital health can be improved. For optimal digital health for well-being, multidisciplinary collaborations that move beyond the common dichotomy of design and evaluation are needed.
Collapse
Affiliation(s)
- Merlijn Smits
- Department of Surgery, Radboud University Medical Center, Nijmegen, Netherlands
| | - Chan Mi Kim
- Department of Design, Production, and Management, Faculty of Engineering Technology, University of Twente, Enschede, Netherlands
| | - Harry van Goor
- Department of Surgery, Radboud University Medical Center, Nijmegen, Netherlands
| | - Geke D S Ludden
- Department of Design, Production, and Management, Faculty of Engineering Technology, University of Twente, Enschede, Netherlands
| |
Collapse
|
11
|
Ben-Yehuda O, Dreazen E, Koren D, Peleg M. Participatory Design of a Mobile App to Safeguard Mental Resilience in the Context of Drug Use in Young Adults: Multi-Method Study. JMIR Form Res 2022; 6:e34477. [PMID: 35212631 PMCID: PMC8917440 DOI: 10.2196/34477] [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: 10/26/2021] [Revised: 12/25/2021] [Accepted: 12/29/2021] [Indexed: 11/29/2022] Open
Abstract
Background Existing mental health apps are largely not aimed at generally healthy young people who may be experimenting with addictive substances and mind-altering experiences. Objective The aim of this study is to examine the interest and expectations of young people regarding a proposed smartphone app designed to help protect and promote mental health and resilience in the face of risks associated with substance use. Methods The study was based on agile system development and had 3 empirical substudies. Our feasibility study (study 1) included an anonymous questionnaire that examined the potential interest of young people in this type of app. It was answered by 339 Israelis aged 18-30 years. The second part of the feasibility study was a pilot study with 1.2% (4/339) of the people who answered the questionnaire and expressed interest in participating in a focus group. They tested and refined the elements planned for the focus groups. Study 2 was a participatory design study involving 7 focus groups of 5 to 7 participants each (young people aged 18-35 years, n=38). Persona development, open discussion, and a Technology Acceptance Model questionnaire were used to elicit user expectations and requirements for the app and to understand the perceived usefulness and usability of the proposed features. Study 3 comprised in-depth interviews with experts in the field of youth mental health and drug use to enlist their professional opinion regarding the value of such an app and recommendations about the features it should include. Results The mock-up for the proposed app had five key features: personalized assessment of risk for a drug-associated mental crisis, support for self-monitoring, useful information (eg, warning signs and first-aid guidelines), resilience-building exercises, and a support center. Participants rated highly the usefulness of all 5 main features and 96% (24/25) of the specific features we proposed within those main categories. The participants also suggested additional features as well as a new user persona we had not considered: the parents or family members of the young person. The focus groups rated highly the perceived usability of the app. Most of the experts saw value in all the main features and suggested specific knowledge sources for the app’s content. Finally, participants of both the feasibility study and the participatory design study expressed moderate to high interest in using the app for self-help and high interest in using the app to help friends. Conclusions The findings provide preliminary encouraging support for the 5 main features suggested by the research team and reinforce recommendations for mobile health apps found in the literature. The findings emphasize the insight that this kind of app should be designed primarily for use by individuals seeking to help others.
Collapse
Affiliation(s)
- Ofri Ben-Yehuda
- Department of Psychology, University of Haifa, Haifa, Israel
| | - Efrat Dreazen
- Department of Psychology, University of Haifa, Haifa, Israel
| | - Danny Koren
- Department of Psychology, University of Haifa, Haifa, Israel
| | - Mor Peleg
- Department of Information Systems, University of Haifa, Haifa, Israel
| |
Collapse
|
12
|
Hickie IB. Implementing 21st century "end-to-end" and technology-enhanced care for young people. World Psychiatry 2022; 21:79-81. [PMID: 35015351 PMCID: PMC8751552 DOI: 10.1002/wps.20928] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Affiliation(s)
- Ian B Hickie
- Brain and Mind Centre, Faculty of Medicine and Health, University of Sydney Central Clinical School, Sydney, NSW, Australia
| |
Collapse
|
13
|
Burn AM, Ford TJ, Stochl J, Jones PB, Perez J, Anderson JK. Developing a Web-Based App to Assess Mental Health Difficulties in Secondary School Pupils: Qualitative User-Centered Design Study. JMIR Form Res 2022; 6:e30565. [PMID: 35006079 PMCID: PMC8787665 DOI: 10.2196/30565] [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: 05/21/2021] [Revised: 08/23/2021] [Accepted: 10/28/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Secondary schools are an ideal setting to identify young people experiencing mental health difficulties such as anxiety or depression. However, current methods of identification rely on cumbersome paper-based assessments, which are lengthy and time-consuming to complete and resource-intensive for schools to manage. Artemis-A is a prototype web app that uses computerized adaptive testing technology to shorten the length of the assessment and provides schools with a simple and feasible solution for mental health assessment. OBJECTIVE The objectives of this study are to coproduce the main components of the Artemis-A app with stakeholders to enhance the user interface, to carry out usability testing and finalize the interface design and functionality, and to explore the acceptability and feasibility of using Artemis-A in schools. METHODS This study involved 2 iterative design feedback cycles-an initial stakeholder consultation to inform the app design and user testing. Using a user-centered design approach, qualitative data were collected through focus groups and interviews with secondary school pupils, parents, school staff, and mental health professionals (N=48). All transcripts were thematically analyzed. RESULTS Initial stakeholder consultations provided feedback on preferences for the user interface design, school administration of the assessment, and outcome reporting. The findings informed the second iteration of the app design and development. The unmoderated usability assessment indicated that young people found the app easy to use and visually appealing. However, school staff suggested that additional features should be added to the school administration panel, which would provide them with more flexibility for data visualization. The analysis identified four themes relating to the implementation of the Artemis-A in schools, including the anticipated benefits and drawbacks of the app. Actionable suggestions for designing mental health assessment apps are also provided. CONCLUSIONS Artemis-A is a potentially useful tool for secondary schools to assess the mental health of their pupils that requires minimal staff input and training. Future research will evaluate the feasibility and effectiveness of Artemis-A in a range of UK secondary schools.
Collapse
Affiliation(s)
- Anne-Marie Burn
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Tamsin J Ford
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.,Peterborough National Health Services Foundation Trust, Cambridgeshire, United Kingdom
| | - Jan Stochl
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.,Department of Kinanthropology, Charles University, Prague, Czech Republic
| | - Peter B Jones
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Jesus Perez
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.,Institute of Biomedical Research of Salamanca, Psychiatry Unit, Department of Medicine, University of Salamanca, Salamanca, Spain
| | - Joanna K Anderson
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| |
Collapse
|
14
|
A characterisation of social media users within the primary care system in Colombia and predictors of their social media use to understand their health. REVISTA COLOMBIANA DE PSIQUIATRÍA (ENGLISH ED.) 2021; 50 Suppl 1:42-51. [PMID: 34244119 DOI: 10.1016/j.rcpeng.2021.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 12/28/2020] [Indexed: 11/23/2022]
Abstract
INTRODUCTION Social media use is growing in Latin America and is increasingly being used in innovative ways. This study sought to characterise the profile of social media users, among primary care patients in Colombia, and to assess predictors of their use of social media to search for health and mental health information (searching behaviour). METHODS As part of a larger scale-up study, we surveyed 1580 patients across six primary care sites in Colombia about their social media use. We used chi-square and Student's t-tests to assess associations between demographic variables, social media use and searching behaviour, and a Chi-square Automatic Interaction Detector (CHAID) analysis to determine predictors of searching behaviour. RESULTS In total, 44.4% of respondents reported that they were social media users. Of these, 35.7% used social media to search for health-related information and 6.6% used it to search for mental health-related information. While the profile of individuals who used social media to search for health-related information was similar to that of general social media users (the highest use was among women living in urban areas), the presence of mental health symptoms was a more important predictor of using social media to search for mental health-related information than demographic variables. Individuals with moderate-severe symptoms of anxiety reported a significantly higher percentage of searching than individuals without symptoms (12.5% vs. 5.2%). CONCLUSIONS Given that some individuals with mental health disorders turn to social media to understand their illness, social media could be a successful medium for delivering mental health interventions in Colombia.
Collapse
|
15
|
Zidaru T, Morrow EM, Stockley R. Ensuring patient and public involvement in the transition to AI-assisted mental health care: A systematic scoping review and agenda for design justice. Health Expect 2021; 24:1072-1124. [PMID: 34118185 PMCID: PMC8369091 DOI: 10.1111/hex.13299] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 04/07/2021] [Accepted: 05/26/2021] [Indexed: 12/16/2022] Open
Abstract
Background Machine‐learning algorithms and big data analytics, popularly known as ‘artificial intelligence’ (AI), are being developed and taken up globally. Patient and public involvement (PPI) in the transition to AI‐assisted health care is essential for design justice based on diverse patient needs. Objective To inform the future development of PPI in AI‐assisted health care by exploring public engagement in the conceptualization, design, development, testing, implementation, use and evaluation of AI technologies for mental health. Methods Systematic scoping review drawing on design justice principles, and (i) structured searches of Web of Science (all databases) and Ovid (MEDLINE, PsycINFO, Global Health and Embase); (ii) handsearching (reference and citation tracking); (iii) grey literature; and (iv) inductive thematic analysis, tested at a workshop with health researchers. Results The review identified 144 articles that met inclusion criteria. Three main themes reflect the challenges and opportunities associated with PPI in AI‐assisted mental health care: (a) applications of AI technologies in mental health care; (b) ethics of public engagement in AI‐assisted care; and (c) public engagement in the planning, development, implementation, evaluation and diffusion of AI technologies. Conclusion The new data‐rich health landscape creates multiple ethical issues and opportunities for the development of PPI in relation to AI technologies. Further research is needed to understand effective modes of public engagement in the context of AI technologies, to examine pressing ethical and safety issues and to develop new methods of PPI at every stage, from concept design to the final review of technology in practice. Principles of design justice can guide this agenda.
Collapse
Affiliation(s)
- Teodor Zidaru
- Department of Anthropology, London School of Economics and Political Science (LSE), London, UK
| | | | - Rich Stockley
- Surrey Heartlands Health and Care Partnership, Guildford and Waverley CCG, Guildford, UK.,Insight and Feedback Team, Nursing Directorate, NHS England and NHS Improvement, London, UK.,Surrey County Council, Kingston upon Thames, UK
| |
Collapse
|
16
|
Abstract
Background: Design workshops offer effective methods in eliciting end-user participation from design inception to completion. Workshops unite stakeholders in the utilization of participatory methods, coalescing in the best possible creative solutions. Objective: This systematic review aimed to identify design approaches whilst providing guidance to health information technology designers/researchers in devising and organizing workshops. Methods: A systematic literature search was conducted in five medical/library databases identifying 568 articles. The initial duplication removal resulted in 562 articles. A criteria-based screening of the title field, abstracts, and pre-full-texts reviews resulted in 72 records for full-text review. The final review resulted in 10 article exclusions. Results: 62 publications were included in the review. These studies focused on consumer facing and clinical health information technologies. The studied technologies involved both clinician and patients and encompassed an array of health conditions. Diverse workshop activities and deliverables were reported. Only seven publications reported workshop evaluation data. Discussion: This systematic review focused on workshops as a design and research activity in the health informatics domain. Our review revealed three themes: (1) There are a variety of ways of conducting design workshops; (2) Workshops are effective design and research approaches; (3) Various levels of workshop details were reported.
Collapse
|
17
|
An Integrated Care Strategy for Pre-schoolers with Suspected Developmental Disorders: The Optimus Co-design Project that has Made it to Regular Care. Int J Integr Care 2021; 21:3. [PMID: 33953649 PMCID: PMC8051154 DOI: 10.5334/ijic.5494] [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] [Indexed: 11/30/2022] Open
Abstract
Introduction: Multiple neurodevelopmental problems affect 7–8% of children and require evaluation by more than one profession, posing a challenge to care systems. Description: The local problem comprised distressed parents, diagnostic processes averaging 36 months and 28 visits with 42% of children >4 years at referral to adequate services, and no routines for patient involvement. The co-design project was developed through a series of workshops using standard quality improvement methodology, where representatives of all services, as well as parents participated. The resulting integrated care model comprises a team of professionals who evaluate the child during an average of 5.4 appointments (N = 95), taking 4.8 weeks. Parents were satisfied with the holistic service model and 70% of children were under 4 at referral (p < 0.05). While 75% of children were referred, 25% required further follow-up by the team. Discussion: The Optimus model has elements of vertical, clinical and service integration. Reasons for success included leadership support, buy-in from the different organisations, careful process management, a team co-ordinator, and insistent user involvement. Conclusion: Evaluating multiple neurodevelopmental problems in children requires an integrated care approach. The Optimus care model is a relevant showcase for how people-initiated integrated care reforms can make it into usual care.
Collapse
|
18
|
Milton AC, Hambleton A, Dowling M, Roberts AE, Davenport T, Hickie I. Technology-Enabled Reform in a Nontraditional Mental Health Service for Eating Disorders: Participatory Design Study. J Med Internet Res 2021; 23:e19532. [PMID: 33591283 PMCID: PMC7925150 DOI: 10.2196/19532] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 07/27/2020] [Accepted: 09/13/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND The recent Australian National Agenda for Eating Disorders highlights the role technology can play in improving accessibility and service development through web-based prevention, early access pathways, self-help, and recovery assistance. However, engagement with the eating disorders community to co-design, build, and evaluate these much-needed technology solutions through participatory design processes has been lacking and, until recently, underresourced. OBJECTIVE This study aims to customize and configure a technology solution for a nontraditional (web-based, phone, email) mental health service that provides support for eating disorders and body image issues through the use of participatory design processes. METHODS Participants were recruited chiefly through the Butterfly National Helpline 1800 ED HOPE (Butterfly's National Helpline), an Australian-wide helpline supporting anyone concerned by an eating disorder or body image issue. Participants included individuals with lived experience of eating disorders and body image issues, their supportive others (such as family, health professionals, support workers), and staff of the Butterfly Foundation. Participants took part in participatory design workshops, running up to four hours, which were held nationally in urban and regional locations. The workshop agenda followed an established process of discovery, evaluation, and prototyping. Workshop activities included open and prompted discussion, reviewing working prototypes, creating descriptive artifacts, and developing user journeys. Workshop artifacts were used in a knowledge translation process, which identified key learnings to inform user journeys, user personas, and the customization and configuration of the InnoWell Platform for Butterfly's National Helpline. Further, key themes were identified using thematic techniques and coded in NVivo 12 software. RESULTS Six participatory design workshops were held, of which 45 participants took part. Participants highlighted that there is a critical need to address some of the barriers to care, particularly in regional and rural areas. The workshops highlighted seven overarching qualitative themes: identified barriers to care within the current system; need for people to be able to access the right care anywhere, anytime; recommendations for the technological solution (ie, InnoWell Platform features and functionality); need for communication, coordination, and integration of a technological solution embedded in Butterfly's National Helpline; need to consider engagement and tone within the technological solution; identified challenges and areas to consider when implementing a technological solution in the Helpline; and potential outcomes of the technological solution embedded in the Helpline relating to system and service reform. Ultimately, this technology solution should ensure that the right care is provided to individuals the first time. CONCLUSIONS Our findings highlight the value of actively engaging stakeholders in participatory design processes for the customization and configuration of new technologies. End users can highlight the critical areas of need, which can be used as a catalyst for reform through the implementation of these technologies in nontraditional services.
Collapse
|
19
|
Muñoz AO, Camacho E, Torous J. Marketplace and Literature Review of Spanish Language Mental Health Apps. Front Digit Health 2021; 3:615366. [PMID: 34713093 PMCID: PMC8521936 DOI: 10.3389/fdgth.2021.615366] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 01/15/2021] [Indexed: 12/12/2022] Open
Abstract
Language differences between patients and providers remains a barrier to accessing health care, especially mental health services. One potential solution to reduce inequities for patients that speak different languages and improve their access to care is through the delivery of healthcare through mobile technology. Given that the Latinx community serves as the largest ethnic minority in the United States, this two-phased review examines Spanish app development, feasibility and efficacy. Phase 1 explored the commercial marketplace for apps available in Spanish, while phase 2 involved a literature review of published research centered around the creation, functions, and usability of these apps using the PubMed and Google Scholar electronic databases. Of the apps available on the database, only 14.5% of them had Spanish operability. The literature search uncovered 629 results, of which 12 research articles that tested or described 10 apps met the inclusion criteria. Of the 10 apps studied in this literature review, only four apps were translated to Spanish. Our study reveals that despite increasing interest in Spanish-language apps to address mental health, the commercial marketplace is not currently meeting the demand.
Collapse
Affiliation(s)
| | - Erica Camacho
- Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - John Torous
- Harvard Medical School, Boston, MA, United States
- Beth Israel Deaconess Medical Center, Boston, MA, United States
- *Correspondence: John Torous
| |
Collapse
|