1
|
Thorburn K, Aadam B, Waks S, Bellingham B, Harris MF, Fisher KR, Spooner C. Mental health consumers and primary care providers co-designing improvements and innovations: a scoping review. Aust J Prim Health 2025; 31:PY24104. [PMID: 40048312 DOI: 10.1071/py24104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 02/17/2025] [Indexed: 05/13/2025]
Abstract
Co-design and co-production are increasingly used to improve and innovate healthcare practices and services to better address people's healthcare needs. Mental health consumers, especially people diagnosed with serious mental illness, experience considerable health disparities and barriers to primary care, while primary care providers experience barriers to addressing the healthcare needs of people diagnosed with serious mental illness. Both mental health consumers and primary care providers bring knowledge and expertise to improving mental health consumers' health care. This scoping review of the peer-reviewed and grey literature was undertaken to determine the extent and scope of co-design and co-production involving mental health consumers and primary care providers to address mental health consumers' healthcare needs. The review also sought to determine factors that enable or limit co-design and co-production involving mental health consumers and primary care providers. Twelve studies and reports of co-design and co-production involving mental health consumers and primary care providers were identified by the review. These studies showed that co-design and co-production were feasible and beneficial, and that there was significant scope for collaboration at the intersection of mental health and primary care services. Lessons learned from projects that have led the way include the need for (1) co-design/co-production practices that sustain equitable participation and address inevitable power imbalances when service users and service providers work together, (2) sufficient reporting on methods to ascertain claims of co-design/co-production and allow replication of these methods in similar healthcare improvement projects, and (3) co-design/co-production projects to be supported by other systems change strategies.
Collapse
Affiliation(s)
- Kathryn Thorburn
- International Centre for Future Health Systems, University of New South Wales, Sydney, NSW, Australia
| | - Bani Aadam
- International Centre for Future Health Systems, University of New South Wales, Sydney, NSW, Australia
| | - Shifra Waks
- International Centre for Future Health Systems, University of New South Wales, Sydney, NSW, Australia
| | - Brett Bellingham
- International Centre for Future Health Systems, University of New South Wales, Sydney, NSW, Australia
| | - Mark F Harris
- International Centre for Future Health Systems, University of New South Wales, Sydney, NSW, Australia
| | - Karen R Fisher
- Faculty of Arts, Design and Architecture, Social Policy Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Catherine Spooner
- International Centre for Future Health Systems, University of New South Wales, Sydney, NSW, Australia
| |
Collapse
|
2
|
Bidargaddi N, Patrickson B, Strobel J, Schubert KO. Digitally transforming community mental healthcare: Real-world lessons from algorithmic workforce integration. Psychiatry Res 2025; 345:116339. [PMID: 39817943 DOI: 10.1016/j.psychres.2024.116339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 12/17/2024] [Accepted: 12/22/2024] [Indexed: 01/18/2025]
Abstract
Community-based high intensity services for people living with severe and enduring mental illnesses face critical workforce shortages and workflow efficiency challenges. The expectation to monitor complex, dynamic patient data from ever-expanding electronic health records leads to information overload, a significant factor contributing to worker burnout and attrition. An algorithmic workforce, defined as a suite of algorithm-driven processes, can work alongside health professionals assisting with oversight tasks and augmenting human expertise. This selective review summarises lessons learned from our five-year experience (2018-22) of algorithmic workforce implementation research in two community mental health services in Australia covering both rural and urban populations. We retrace our implementation journey to illustrate four foundational processes: (i) algorithm design (ii) proof-of-concept validation (iii) workflow integration and (iv) optimization. By examining our previous studies, we discuss insights gained regarding intended human-centricity of services, potential algorithm-human misalignments, and unintended workload and accountability consequences for clinicians and organizations.
Collapse
Affiliation(s)
- N Bidargaddi
- Flinders University, College of Medicine and Public Health, Flinders Health & Medical Research Institute, Digital Health Research Lab, Adelaide Australia.
| | - B Patrickson
- Flinders University, College of Medicine and Public Health, Flinders Health & Medical Research Institute, Digital Health Research Lab, Adelaide Australia
| | - J Strobel
- SA Health, Barossa Hills Fleurieu Local Health Network, Mental Health Division, Adelaide Australia
| | - K O Schubert
- SA Health, Northern Adelaide Local Health Network, Northern Community Mental Health, Salisbury, Australia; Sonder, Headspace Adelaide Early Psychosis, Adelaide, Australia; The University of Adelaide, Adelaide Medical School, Discipline of Psychiatry, Adelaide, Australia
| |
Collapse
|
3
|
Barker M, Hews-Girard J, Pinston K, Daniel S, Volcko L, Norman L, Bassi E, Bright K, Hickie I, Iorfino F, LaMonica H, Moskovic K, Fersovitch M, Bradley J, Stamp L, Gondziola J, Johnson D, Dimitropoulos G. Organizational factors impacting the implementation of a digital mental health tool in Alberta's mental health care of youth and young adults. Digit Health 2025; 11:20552076241310341. [PMID: 39801578 PMCID: PMC11719437 DOI: 10.1177/20552076241310341] [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: 05/10/2024] [Accepted: 11/19/2024] [Indexed: 01/16/2025] Open
Abstract
With mental health concerns on the rise among youth and young adults (age 12-24), increased mental health options include virtual care, apps and online tools, self-management and tracking tools, and digitally-enabled coordination of care. These tools may function as alternatives or adjuncts to face-to-face models of care. Innovative solutions in the form of digital mental health (dMH) services not only provide support, resources and care, but also decrease wait times and waitlists, increase access, and empower youth. However, organizational factors may impact the extent of dMH interventions are that accepted, used, and sustained in clinical settings. This qualitative study explores organizational barriers and facilitators surrounding the implementation of a digital platform (Innowell), which uses measurement-based care (MBC) to track youth progress and outcomes. Data was collected from 154 mental health care providers participating in 23 focus groups across Alberta, drawing on school and community settings, specialized mental health services, and primary care networks. A thematic analysis revealed the following: barriers included incompatibility with current systems and workflows, lack of inter-organizational collaboration, time commitment, perceived sustainability and lack of digital literacy. Facilitators included positive attitudes towards using dMH to optimize clinical practices by empowering youth and improving continuity of care, transitions in care, and quality of care, as well as workplace culture and leadership. The study highlights a critical need for decision makers and clinical leaders to address organizational factors by integrating training and support, establishing interoperability between digitized and in-person healthcare systems, and leveraging support for MBC and youth-centred care.
Collapse
Affiliation(s)
- Marianne Barker
- Faculty of Social Work, Mathison Centre for Mental Health Education and Research, University of Calgary, Calgary, Alberta, Canada
| | - Julia Hews-Girard
- Faculty of Social Work, Mathison Centre for Mental Health Education and Research, University of Calgary, Calgary, Alberta, Canada
- Faculty of Nursing, University of Calgary, Calgary, Alberta, Canada
| | - Karina Pinston
- Faculty of Social Work, Mathison Centre for Mental Health Education and Research, University of Calgary, Calgary, Alberta, Canada
| | - Sarah Daniel
- Faculty of Social Work, Mathison Centre for Mental Health Education and Research, University of Calgary, Calgary, Alberta, Canada
| | - Lauren Volcko
- Faculty of Social Work, Mathison Centre for Mental Health Education and Research, University of Calgary, Calgary, Alberta, Canada
| | - Lia Norman
- Faculty of Social Work, Mathison Centre for Mental Health Education and Research, University of Calgary, Calgary, Alberta, Canada
| | - Emilie Bassi
- Faculty of Social Work, Mathison Centre for Mental Health Education and Research, University of Calgary, Calgary, Alberta, Canada
| | - Katherine Bright
- Faculty of Social Work, Mathison Centre for Mental Health Education and Research, University of Calgary, Calgary, Alberta, Canada
- Faculty of Nursing, Mount Royal University, Calgary, Alberta, Canada
| | - Ian Hickie
- Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Frank Iorfino
- Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Haley LaMonica
- Brain and Mind Centre, University of Sydney, Sydney, Australia
| | | | | | | | | | | | | | - Gina Dimitropoulos
- Faculty of Social Work, Mathison Centre for Mental Health Education and Research, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
| |
Collapse
|
4
|
Orsolini L, Volpe U, Ramalho R, Ransing R, Gaebel W. An international expert survey on the worldwide digitalization in psychiatry: Global findings from the WPA survey. Asian J Psychiatr 2025; 103:104340. [PMID: 39721370 DOI: 10.1016/j.ajp.2024.104340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 11/28/2024] [Accepted: 12/03/2024] [Indexed: 12/28/2024]
Abstract
BACKGROUND The World Psychiatric Association (WPA) Working Group on Digital Psychiatry aims to digitally supplement, support and improve mental health and care literacy, acceptance and accessibility across WPA member countries and National Psychiatric Associations (NPAs). To help with this goal, the present study was set to explore first the global status of digital mental health and care across NPAs METHODS: An international expert survey on the digitalization level across all 145 WPA NPAs was electronically distributed through Qualtrics. Descriptive statistics were carried out on the global dataset. RESULTS Across all 145 responses, 57 were included for analysis (39.3 % response rate). Most NPAs reported lacking an official section on digital mental health (73.7 %), missing national (59.6 %) or regional policies (82.5 %), clinical guidelines (>60 % depending on the digital tool/program), and education/training in both medicine (77.2 %) either and psychiatry training programs (71.9 %). Telemedicine seemed to be the most regulated digital tool in more than half of all included NPAs. Telemedicine (45.6 %) and telemental healthcare (38.6 %) were generally reimbursed. The reported highest priority areas for future actions across WPA Regions were education and training, and the development of guidelines. CONCLUSION This study represents a benchmark in the work of the WG on Digital Psychiatry. It presents clear priority areas that will guide the delivery of targeted actions aimed to promote digital mental health and care, and ultimately, equitable mental health outcomes around the world. Overall, the highest priorities to be globally implemented are represented by education/training and evidence-based clinical practice guidelines.
Collapse
Affiliation(s)
- Laura Orsolini
- Unit of Clinical Psychiatry, Department of Clinical Neurosciences/DIMSC, School of Medicine, Polytechnic University of Marche, Via Tronto 10/A, Ancona 60126, Italy
| | - Umberto Volpe
- Unit of Clinical Psychiatry, Department of Clinical Neurosciences/DIMSC, School of Medicine, Polytechnic University of Marche, Via Tronto 10/A, Ancona 60126, Italy
| | - Rodrigo Ramalho
- Department of Social and Community Health, School of Population Health, The University of Auckland, Auckland 1142, New Zealand.
| | - Ramdas Ransing
- Department of Psychiatry, Clinical Neurosciences, and Addiction Medicine, All India Institute of Medical Sciences, Guwahati, Asam, India
| | - Wolfgang Gaebel
- WHO Collaborating Centre DEU-131, LVR-Klinikum Düsseldorf, Department of Psychiatry, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| |
Collapse
|
5
|
Ose SO, Lestander HA, Hoffmann PL, Bokseth Y, Sundnes L, Skjelbred NO, Bævre IH, Thaulow K. Exploring VR in municipal mental health services: A pilot study. J Rehabil Assist Technol Eng 2025; 12:20556683251336126. [PMID: 40302916 PMCID: PMC12038197 DOI: 10.1177/20556683251336126] [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: 09/19/2024] [Revised: 04/04/2025] [Accepted: 04/04/2025] [Indexed: 05/02/2025] Open
Abstract
Introduction: The study reports the results from piloting an 8-step program for social skills training using VR technology in a municipal mental health service. Method: 14 mental health service users were recruited to test the 8-step programme. Eight mental health professionals delivered the programme and registered information about the participants and their experiences. Results: All participants lived socially isolated lives before they started, and various social and personal problems contributed to the complexity of their situation. Seven participants completed the programme, while seven did not. Two participants did not complete because they stopped isolating themselves before completing and these two, and the seven that completed the programme, experienced a positive effect on their social skills. Two of those who did not complete were able to attend group therapy sessions instead, and two were too ill to complete. The last one just stopped showing up to the appointments. Conclusion: The pilot study shows promising results and efforts should now be made to develop relevant, flexible, and high-quality VR scenarios, as this technology has the potential to help socially isolated persons become more socially active and thus increase their quality of life.
Collapse
|
6
|
LaMonica HM, Bettancourt Niño PN, Gómez-Restrepo C, Uribe-Restrepo JM, Colón-Llamas T, Escobar Altare A, Naranjo-Bedoya IA, Morales-Zuluaga LT, Pavlich-Mariscal JA, Pomares-Quimbaya A, Puentes Mojica AM, Navarro Mancilla AA, Peña Torres E, Iorfino F, Gorban C, Hickie IB, Ospina-Pinillos L. Providing digital mental health support and guidance across Colombia: An observational study. Digit Health 2025; 11:20552076251330766. [PMID: 40290275 PMCID: PMC12033600 DOI: 10.1177/20552076251330766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Accepted: 03/03/2025] [Indexed: 04/30/2025] Open
Abstract
Objective Colombia's mental health system is plagued by significant shortages in services and health professionals. Digital health technologies enable access to information and care, overcoming barriers related to systemic limitations, geographic location, cost and stigma. This paper aims to characterise the sample of Colombians who sought telecounselling and support through Mentes Colectivas, a web-based mental health counselling platform. Methods Participants provided basic demographics and completed the Kessler 6 to track psychological distress. Counsellors collected information about participants' level of functional impairment, presenting problems, mental health warning signs and session attendance. Descriptive statistics were used to characterise the sample. A range of inferential statistics were used to analyse group differences based on age and session, explore associations within clinical presentations, examine predictors of session attendance and analyse clinical differences between episodes of care. Results A total of 6442 participants (mean age = 33.6 years; 78.5% female) attended an initial session, with 35.7% returning for at least one follow-up session. Participants on average reported moderate levels of psychological distress, with young people reporting significantly higher distress relative to adults and older adults. Symptoms of anxiety and depression and sleep disturbances were most common. Conclusions This research confirms the feasibility of Mentes Colectivas to promote help-seeking and support self-management of mental health across the lifespan in Colombia. Digital health technologies have the potential to play a vital role in increasing equity of access to care for the Colombian population, improving mental health and functioning as well as potentially strengthening the health of families and communities.
Collapse
Affiliation(s)
- Haley M LaMonica
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | | | - Carlos Gómez-Restrepo
- Department of Psychiatry and Mental Health, Faculty of Medicine, Pontificia Universidad Javeriana, Bogota, Colombia
| | - Jose Miguel Uribe-Restrepo
- Department of Psychiatry and Mental Health, Faculty of Medicine, Pontificia Universidad Javeriana, Bogota, Colombia
| | - Tatiana Colón-Llamas
- Consultores en Psicología, Department of Psychology, Faculty of Psychology, Pontificia Universidad Javeriana, Bogota, Colombia
| | - Andrea Escobar Altare
- Consultores en Psicología, Department of Psychology, Faculty of Psychology, Pontificia Universidad Javeriana, Bogota, Colombia
| | | | | | - Jaime A Pavlich-Mariscal
- Department of Systems Engineering, Faculty of Engineering, Pontificia Universidad Javeriana, Bogota, Colombia
| | - Alexandra Pomares-Quimbaya
- Department of Systems Engineering, Faculty of Engineering, Pontificia Universidad Javeriana, Bogota, Colombia
| | - Angelica María Puentes Mojica
- Department of Psychiatry and Mental Health, Faculty of Medicine, Pontificia Universidad Javeriana, Bogota, Colombia
- Colsanitas Medical Centers, Bogota, Colombia
| | - Alvaro Andrés Navarro Mancilla
- Department of Psychiatry and Mental Health, Faculty of Medicine, Pontificia Universidad Javeriana, Bogota, Colombia
- Colsanitas Medical Centers, Bogota, Colombia
| | | | - Frank Iorfino
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Carla Gorban
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Ian B Hickie
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Laura Ospina-Pinillos
- Department of Psychiatry and Mental Health, Faculty of Medicine, Pontificia Universidad Javeriana, Bogota, Colombia
| |
Collapse
|
7
|
Chong MK, Hickie IB, Ottavio A, Rogers D, Dimitropoulos G, LaMonica HM, Borgnolo LJ, McKenna S, Scott EM, Iorfino F. A Digital Approach for Addressing Suicidal Ideation and Behaviors in Youth Mental Health Services: Observational Study. J Med Internet Res 2024; 26:e60879. [PMID: 39693140 DOI: 10.2196/60879] [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: 05/27/2024] [Revised: 08/23/2024] [Accepted: 09/25/2024] [Indexed: 12/19/2024] Open
Abstract
BACKGROUND Long wait times for mental health treatments may cause delays in early detection and management of suicidal ideation and behaviors, which are crucial for effective mental health care and suicide prevention. The use of digital technology is a potential solution for prompt identification of youth with high suicidality. OBJECTIVE The primary aim of this study was to evaluate the use of a digital suicidality notification system designed to detect and respond to suicidal needs in youth mental health services. Second, the study aimed to characterize young people at different levels of suicidal ideation and behaviors. METHODS Young people aged between 16 and 25 years completed multidimensional assessments using a digital platform, collecting demographic, clinical, social, functional, and suicidality information. When the suicidality score exceeded a predetermined threshold, established based on clinical expertise and service policies, a rule-based algorithm configured within the platform immediately generated an alert for treating clinicians. Subsequent clinical actions and response times were analyzed. RESULTS A total of 2021 individuals participated, of whom 266 (11%) triggered one or more high suicidal ideation and behaviors notification. Of the 292 notifications generated, 76% (222/292) were resolved, with a median response time of 1.9 (range 0-50.8) days. Clinical actions initiated to address suicidality included creating safety plans (60%, 134/222), conducting safety checks (18%, 39/222), psychological therapy (8%, 17/222), transfer to another service (3%, 8/222), and scheduling of new appointments (2%, 4/222). Young people with high levels of suicidality were more likely to present with more severe and comorbid symptoms, including low engagement in work or education, heterogenous psychopathology, substance misuse, and recurrent illness. CONCLUSIONS The digital suicidality notification system facilitated prompt clinical actions by alerting clinicians to high levels of suicidal ideation and behaviors detected among youth. Further, the multidimensional assessment revealed complex and comorbid symptoms exhibited in youth with high suicidality. By expediting and personalizing care for those displaying elevated suicidality, the digital notification system can play a pivotal role in preventing rapid symptom progression and its detrimental impacts on young people's mental health.
Collapse
Affiliation(s)
- Min K Chong
- Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | | | - David Rogers
- headspace Port Macquarie Youth Services, Port Macquarie, Australia
| | | | - Haley M LaMonica
- Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Luke J Borgnolo
- Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Sarah McKenna
- Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Elizabeth M Scott
- Brain and Mind Centre, The University of Sydney, Camperdown, Australia
- School of Medicine, University of Notre Dame, Sydney, Australia
| | - Frank Iorfino
- Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| |
Collapse
|
8
|
Crosland P, Marshall DA, Hosseini SH, Ho N, Vacher C, Skinner A, Nguyen KH, Iorfino F, Rosenberg S, Song YJC, Tsiachristas A, Tran K, Occhipinti JA, Hickie IB. Incorporating Complexity and System Dynamics into Economic Modelling for Mental Health Policy and Planning. PHARMACOECONOMICS 2024; 42:1301-1315. [PMID: 39354214 PMCID: PMC11564312 DOI: 10.1007/s40273-024-01434-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/05/2024] [Indexed: 10/03/2024]
Abstract
Care as usual has failed to stem the tide of mental health challenges in children and young people. Transformed models of care and prevention are required, including targeting the social determinants of mental health. Robust economic evidence is crucial to guide investment towards prioritised interventions that are effective and cost-effective to optimise health outcomes and ensure value for money. Mental healthcare and prevention exhibit the characteristics of complex dynamic systems, yet dynamic simulation modelling has to date only rarely been used to conduct economic evaluation in this area. This article proposes an integrated decision-making and planning framework for mental health that includes system dynamics modelling, cost-effectiveness analysis, and participatory model-building methods, in a circular process that is constantly reviewed and updated in a 'living model' ecosystem. We describe a case study of this approach for mental health system policy and planning that synergises the unique attributes of a system dynamics approach within the context of economic evaluation. This kind of approach can help decision makers make the most of precious, limited resources in healthcare. The application of modelling to organise and enable better responses to the youth mental health crisis offers positive benefits for individuals and their families, as well as for taxpayers.
Collapse
Affiliation(s)
- Paul Crosland
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia.
- Brain and Mind Centre, University of Sydney, 94 Mallet Street, Camperdown, NSW, 2050, Australia.
| | - Deborah A Marshall
- Cumming School of Medicine, University of Calgary, Alberta Children's Hospital Research Institute, Calgary, Canada
| | - Seyed Hossein Hosseini
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
| | - Nicholas Ho
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
| | - Catherine Vacher
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
| | - Adam Skinner
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
| | - Kim-Huong Nguyen
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
- Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland
- Faculty of Medicine, The University of Queensland, Herston, QLD, Australia
| | - Frank Iorfino
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
| | - Sebastian Rosenberg
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
- Health Research Institute, University of Canberra, Bruce, ACT, Australia
| | - Yun Ju Christine Song
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
| | - Apostolos Tsiachristas
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
- Department of Psychiatry, University of Oxford, Oxford, UK
| | - Kristen Tran
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
| | - Jo-An Occhipinti
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
| | - Ian B Hickie
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, Australia
| |
Collapse
|
9
|
Gorban C, McKenna S, Chong MK, Capon W, Battisti R, Crowley A, Whitwell B, Ottavio A, Scott EM, Hickie IB, Iorfino F. Building Mutually Beneficial Collaborations Between Digital Navigators, Mental Health Professionals, and Clients: Naturalistic Observational Case Study. JMIR Ment Health 2024; 11:e58068. [PMID: 39504228 PMCID: PMC11559438 DOI: 10.2196/58068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 07/17/2024] [Accepted: 08/02/2024] [Indexed: 11/08/2024] Open
Abstract
Unlabelled Despite the efficacy of digital mental health technologies (DMHTs) in clinical trials, low uptake and poor engagement are common in real-world settings. Accordingly, digital technology experts or "digital navigators" are increasingly being used to enhance engagement and shared decision-making between health professionals and clients. However, this area is relatively underexplored and there is a lack of data from naturalistic settings. In this paper, we report observational findings from the implementation of a digital navigator in a multidisciplinary mental health clinic in Sydney, Australia. The digital navigator supported clients and health professionals to use a measurement-based DMHT (the Innowell platform) for improved multidimensional outcome assessment and to guide personalized decision-making. Observational data are reported from implementation logs, platform usage statistics, and response rates to digital navigator emails and phone calls. Ultimately, support from the digital navigator led to improved data collection and clearer communications about goals for using the DMHT to track client outcomes; however, this required strong partnerships between health professionals, the digital navigator, and clients. The digital navigator helped to facilitate the integration of DMHT into care, rather than providing a stand-alone service. Thus, collaborations between health professionals and digital navigators are mutually beneficial and empower clients to be more engaged in their own care.
Collapse
Affiliation(s)
- Carla Gorban
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Sydney, 2050, Australia, 61 (02) 9351 0774
| | - Sarah McKenna
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Sydney, 2050, Australia, 61 (02) 9351 0774
| | - Min K Chong
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Sydney, 2050, Australia, 61 (02) 9351 0774
| | - William Capon
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Sydney, 2050, Australia, 61 (02) 9351 0774
| | | | | | | | | | - Elizabeth M Scott
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Sydney, 2050, Australia, 61 (02) 9351 0774
| | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Sydney, 2050, Australia, 61 (02) 9351 0774
| | - Frank Iorfino
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Sydney, 2050, Australia, 61 (02) 9351 0774
| |
Collapse
|
10
|
McKenna S, Hutcheon A, Gorban C, Song Y, Scott E, Hickie I. Youth Perspectives on 'Highly Personalised and Measurement-Based Care': Qualitative Co-Design of Education Materials. Health Expect 2024; 27:e14137. [PMID: 38976368 PMCID: PMC11229696 DOI: 10.1111/hex.14137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 04/15/2024] [Accepted: 06/19/2024] [Indexed: 07/10/2024] Open
Abstract
OBJECTIVES Despite high levels of mental ill-health amongst young people (aged 15-30), this group demonstrates low help-seeking and high drop-out from mental health services (MHS). Whilst shared decision-making can assist people in receiving appropriate and effective health care, young people frequently report that they do not feel involved in treatment decisions. The current study focused on co-design of a clinical education and participant information programme for the Brain and Mind Centre Youth Model of Care. This model, which articulates a youth-focused form of highly personalised and measurement-based care, is designed to promote shared decision-making between young people and clinical service providers. METHODS We conducted workshops with 24 young people (16-31; MAge = 21.5) who had accessed mental health services. Participants were asked what advice they would give to young people entering services, before giving advice on existing materials. Workshops were conducted and transcripts were coded using thematic analysis by two lived experience researchers and a clinical researcher. RESULTS Young people found it empowering to be educated on transdiagnostic models of mental illness, namely clinical staging, which gives them a better understanding of why certain treatments may be inappropriate and ineffective, and thus reduce self-blame. Similarly, young people had limited knowledge of links between mental health and other life domains and found it helpful to be educated on multidisciplinary treatment options. Measurement-based care was seen as an important method of improving shared decision-making between young people and health professionals; however, to facilitate shared decision-making, young people also wanted better information on their rights in care and more support to share their expertise in their own needs, values and treatment preferences. CONCLUSIONS These findings will inform the delivery of the further development and implementation of a youth-specific clinical education and participant information programme for the BMC Youth Model. PATIENT OR PUBLIC CONTRIBUTION Workshops were facilitated by researchers with lived expertise in mental ill-health (A.H. and/or C.G.) and a clinical researcher (who has expertise as an academic and a clinical psychologist). A.H. and C.G. were also involved in conceptualisation, analysis, interpretation, review and editing of this paper.
Collapse
Affiliation(s)
- Sarah McKenna
- The Brain and Mind CentreThe University of SydneyCamperdownNew South WalesAustralia
| | - Alexis Hutcheon
- The Brain and Mind CentreThe University of SydneyCamperdownNew South WalesAustralia
| | - Carla Gorban
- The Brain and Mind CentreThe University of SydneyCamperdownNew South WalesAustralia
| | - Yun Song
- The Brain and Mind CentreThe University of SydneyCamperdownNew South WalesAustralia
| | - Elizabeth Scott
- The Brain and Mind CentreThe University of SydneyCamperdownNew South WalesAustralia
| | - Ian Hickie
- The Brain and Mind CentreThe University of SydneyCamperdownNew South WalesAustralia
| |
Collapse
|
11
|
Neto D, Spínola C, Pinto HS, Gago J. Perspectives on the Implementation of Mental Health Apps on Clinical Interventions in Mental Health. ACTA MEDICA PORT 2024; 37:501-503. [PMID: 38848580 DOI: 10.20344/amp.20508] [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: 08/07/2023] [Accepted: 12/27/2023] [Indexed: 06/09/2024]
Affiliation(s)
- Daniel Neto
- Faculdade de Ciências Médicas. NOVA Medical School. Lisboa. Portugal.; Centro Médico do Atlântico. Funchal. Portugal
| | | | - H Sofia Pinto
- Instituto de Engenharia de Sistemas e Computadores: Investigação e Desenvolvimento em Lisboa (INESC-ID). Department of Informatic Engineering. Instituto Superior Técnico. Universidade de Lisboa. Lisboa. Portugal
| | - Joaquim Gago
- Faculdade de Ciências Médicas. NOVA Medical School. Lisboa. Portugal.; Serviço de Psiquiatria. Centro Hospitalar de Lisboa Ocidental. Lisboa. Portugal
| |
Collapse
|
12
|
Sawyer C, Carney R, Hassan L, Bucci S, Sainsbury J, Lovell K, Torous J, Firth J. Digital Lifestyle Interventions for Young People With Mental Illness: A Qualitative Study Among Mental Health Care Professionals. JMIR Hum Factors 2024; 11:e53406. [PMID: 38837191 PMCID: PMC11187511 DOI: 10.2196/53406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 03/04/2024] [Accepted: 03/16/2024] [Indexed: 06/06/2024] Open
Abstract
BACKGROUND Given the physical health disparities associated with mental illness, targeted lifestyle interventions are required to reduce the risk of cardiometabolic disease. Integrating physical health early in mental health treatment among young people is essential for preventing physical comorbidities, reducing health disparities, managing medication side effects, and improving overall health outcomes. Digital technology is increasingly used to promote fitness, lifestyle, and physical health among the general population. However, using these interventions to promote physical health within mental health care requires a nuanced understanding of the factors that affect their adoption and implementation. OBJECTIVE Using a qualitative design, we explored the attitudes of mental health care professionals (MHCPs) toward digital technologies for physical health with the goal of illuminating the opportunities, development, and implementation of the effective use of digital tools for promoting healthier lifestyles in mental health care. METHODS Semistructured interviews were conducted with MHCPs (N=13) using reflexive thematic analysis to explore their experiences and perspectives on using digital health to promote physical health in youth mental health care settings. RESULTS Three overarching themes from the qualitative analysis are reported: (1) motivation will affect implementation, (2) patients' readiness and capability, and (3) reallocation of staff roles and responsibilities. The subthemes within, and supporting quotes, are described. CONCLUSIONS The use of digital means presents many opportunities for improving the provision of physical health interventions in mental health care settings. However, given the limited experience of many MHCPs with these technologies, formal training and additional support may improve the likelihood of implementation. Factors such as patient symptomatology, safety, and access to technology, as well as the readiness, acceptability, and capability of both MHCPs and patients to engage with digital tools, must also be considered. In addition, the potential benefits of data integration must be carefully weighed against the associated risks.
Collapse
Affiliation(s)
- Chelsea Sawyer
- Division of Psychology and Mental Health, University of Manchester, Manchester, United Kingdom
| | - Rebekah Carney
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, United Kingdom
| | - Lamiece Hassan
- Division of Psychology and Mental Health, University of Manchester, Manchester, United Kingdom
| | - Sandra Bucci
- Division of Psychology and Mental Health, University of Manchester, Manchester, United Kingdom
| | - John Sainsbury
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, United Kingdom
| | - Karina Lovell
- Division of Nursing, Midwifery & Social Work, University of Manchester, Manchester, United Kingdom
| | - John Torous
- Beth Israel Deaconness Medical Centre, Harvard Medical School, Boston, MA, United States
| | - Joseph Firth
- Division of Psychology and Mental Health, University of Manchester, Manchester, United Kingdom
| |
Collapse
|
13
|
Szczepura A, Khan AJ, Wild D, Nelson S, Woodhouse S, Collinson M. Digital Adoption by an Organization Supporting Informal Caregivers During COVID-19 Pandemic Showing Impact on Service Use, Organizational Performance, and Carers' Well-Being: Retrospective Population-Based Database Study With Embedded User Survey. JMIR Aging 2024; 7:e46414. [PMID: 38739915 PMCID: PMC11130774 DOI: 10.2196/46414] [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: 02/10/2023] [Revised: 08/06/2023] [Accepted: 11/26/2023] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND The COVID-19 pandemic has catalyzed a move from face-to-face to digital delivery of services by hospitals and primary care. However, little is known about the impact of digital transformation on organizations supporting unpaid caregivers. Since the start of the COVID-19 pandemic, the value of care provided by such informal caregivers is estimated to be £111 billion (US$ 152.7 billion) in England. OBJECTIVE This study aims to analyze service uptake patterns (including digital service options) over the pandemic period in an English caregivers' support organization covering a population of 0.98 million; measure changes in organizational performance, service efficiency, and quality; and identify the views of caregivers on service provision and future digital delivery. METHODS This was a retrospective analysis of the use of digital versus nondigital support services (January 2019 to June 2021) by caregivers in city and rural geographic areas. We compared organizational performance and service quality indicators for 2 financial years (2019-2020 and 2020-2021). A survey was conducted to identify barriers and facilitators to digital service uptake, the computer proficiency of caregivers (the Computer Proficiency Questionnaire, 12-item version), and preferences for future digital service provision. Quantitative data were analyzed using Stata 13 (StataCorp LLC). Thematic analysis was used for open-text survey responses. RESULTS The number of caregivers registered with the organization rose from 14,817 in 2019 to 20,237 in 2021. Monthly contacts rose from 1929 to 6741, with remote contacts increasing from 48.89% (943/1929) to 86.68% (5843/6741); distinctive patterns were observed for city versus rural caregivers. There was an increase in one-to-one contacts (88.8%) and caregiver assessments (20.9%), with no expansion in staffing. Service quality indicators showed an improvement in 5 of 8 variables (all P<.05). The 152 carers completing the survey had similar demographics to all registered caregivers. The Computer Proficiency Questionnaire, 12-item version, mean score of 25.61 (SD 4.40) indicated relatively high computer proficiency. The analysis of open-text responses identified a preference for the organization to continue to offer face-to-face services as well as web-based options. The digital services that were the most highly rated were carers' well-being assessments, support needs checks, and peer support groups. CONCLUSIONS Our findings show that staff in the caregiver support organization were agile in adapting their services to digital delivery while dealing with increased numbers of registered clients and higher monthly contacts, all without obvious detriment to service quality. Caregivers indicated a preference for blended services, even while recording high computer proficiency. Considering the economic importance of unpaid caregivers, more attention should be given to organizations funded to provide support for them and to the potential for technology to enhance caregivers' access to, and engagement with, such services.
Collapse
Affiliation(s)
- Ala Szczepura
- Research Centre for Healthcare & Communities, Coventry University, Coventry, United Kingdom
| | - Amir Jahan Khan
- Department of Economics, Institute of Business Administration (IBA), Karachi, Pakistan
| | - Deidre Wild
- Research Centre for Healthcare & Communities, Coventry University, Coventry, United Kingdom
| | - Sara Nelson
- Prostate Cancer Research, London, United Kingdom
| | | | | |
Collapse
|
14
|
Carrera A, Lettieri E, Lietti G, Martignoni S, Sgarbossa C, Cafazzo J. Therapies go digital. What drives physicians' acceptance? PLoS One 2024; 19:e0303302. [PMID: 38728346 PMCID: PMC11086840 DOI: 10.1371/journal.pone.0303302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 04/23/2024] [Indexed: 05/12/2024] Open
Abstract
National healthcare systems face multiple challenges, including the increasing demand for care and decreasing availability of healthcare professionals. Digital health technologies represent opportunities that offer improved efficiency, accessibility, and patient care. In this scenario, Digital Therapeutics are technological advancements to treat or alleviate a disease and deliver a medical intervention with evidence-based therapeutic impacts and regulatory approval. Digital Therapeutics are a paradigm shift for physicians, who exercise caution in terms of trust and wide usage. Digital Therapeutics represents an opportunity and a challenge in healthcare system integration. The research investigates the factors explaining physicians' acceptance of Digital Therapeutics. A research model that combines organizational mechanisms derived from Institutional Theory and rational factors derived from the Technology Acceptance model was developed. The model was tested through 107 responses from a survey distributed to the members of the leading Italian scientific society in Diabetology. Literature-based hypotheses were empirically tested through Structural Equation Modelling. The analysis confirmed the influence of Perceived Ease of Use on Perceived Usefulness and Perceived Usefulness on the Intention To Use Digital Therapeutics. Rules and norms impact Perceived Usefulness when considering the influence of the scientific society. Culture and mindset towards innovation within the hospital positively affect Perceived Ease of Use. The readiness of hospital facilities enhances the extent to which physicians perceive the ease of employing Digital Therapeutics in their daily practice. Instead, esteemed colleagues' opinions and guidelines from the scientific society reveal to physicians the value of Digital Therapeutics in patients' care pathways. Institutions should prioritize cultural, normative, and regulative aspects to accelerate physicians' endorsement of Digital Therapeutics. Findings advance the theoretical knowledge around clinicians' adoption of innovative digital health technologies, unveiling the interaction between rational and institutional factors. The results highlight practical implications for healthcare institutions and Digital Therapeutics manufacturers willing to promote their adoption.
Collapse
Affiliation(s)
- Alessandro Carrera
- Department of Management Engineering, Politecnico di Milano, Milano, Italy
| | - Emanuele Lettieri
- Department of Management Engineering, Politecnico di Milano, Milano, Italy
| | - Gaia Lietti
- Department of Management Engineering, Politecnico di Milano, Milano, Italy
| | - Sara Martignoni
- Department of Management Engineering, Politecnico di Milano, Milano, Italy
| | - Chiara Sgarbossa
- Department of Management Engineering, Politecnico di Milano, Milano, Italy
| | - Joseph Cafazzo
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| |
Collapse
|
15
|
Allison S. Unpeeling the onion: Digital triage and monitoring of general practice, private psychiatry, and psychology. Australas Psychiatry 2024; 32:118-120. [PMID: 38114305 PMCID: PMC10913328 DOI: 10.1177/10398562231222826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
Abstract
OBJECTIVE The Australian federal government is considering a 'digital front door' to mental healthcare. The Brain and Mind Centre at the University of Sydney has published a discussion paper advocating that the government should adopt a comprehensive model of digital triage and monitoring (DTM) based on a government-funded initiative Project Synergy ($30 million). We critically examine the final report on Project Synergy, which is now available under a Freedom of Information request. CONCLUSION The DTM model is disruptive. Non-government organisations would replace general practitioners as care coordinators. Patients, private psychiatrists, and psychologists would be subjected to additional layers of administration, assessment, and digital compliance, which may decrease efficiency, and lengthen the duration of untreated illness. Only one patient was deemed eligible for DTM, however, during the 8-month regional trial of Project Synergy (recruitment rate = 1/500,000 across the region). Instead of an unproven DTM model, the proposed 'digital front door' to Australian mental healthcare should emphasise technology-enabled shared care (general practitioners and mental health professionals) for the treatment of moderate-to-severe illness.
Collapse
Affiliation(s)
- Stephen Allison
- College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia; and Consortium of Australian-Academic Psychiatrists for Independent Policy and Research Analysis (CAPIPRA), Canberra, ACT, Australia
| |
Collapse
|
16
|
Dimitropoulos G, Bassi EM, Bright KS, Gondziola J, Bradley J, Fersovitch M, Stamp L, LaMonica HM, Iorfino F, Gaskell T, Tomlinson S, Johnson DW. Implementation of an Electronic Mental Health Platform for Youth and Young Adults in a School Context Across Alberta, Canada: Thematic Analysis of the Perspectives of Stakeholders. JMIR Ment Health 2024; 11:e49099. [PMID: 38231558 PMCID: PMC10831665 DOI: 10.2196/49099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 11/06/2023] [Accepted: 12/01/2023] [Indexed: 01/18/2024] Open
Abstract
BACKGROUND Youth, aged 15 to 24 years, are more likely to experience mental health (MH) or substance use issues than other age groups. This is a critical period for intervention because MH disorders, if left unattended, may become chronic and serious and negatively affect many aspects of a young person's life. Even among those who are treated, poor outcomes will still occur for a percentage of youth. Electronic MH (eMH) tools have been implemented in traditional MH settings to reach youth requiring assistance with MH and substance use issues. However, the utility of eMH tools in school settings has yet to be investigated. OBJECTIVE The objective of this study was to gain an understanding of the perspectives of key school staff stakeholders regarding barriers and facilitators to the implementation of the Innowell eMH platform in secondary schools across the province of Alberta, Canada. METHODS Guided by a qualitative descriptive approach, focus groups were conducted to elicit stakeholder perspectives on the perceived implementation challenges and opportunities of embedding the Innowell eMH platform in secondary school MH services. In total, 8 focus groups were conducted with 52 key school staff stakeholders. RESULTS Themes related to barriers and facilitators to youth and school MH care professional (MHCP) capacity in implementing and using eMH tools were identified. With respect to youth capacity barriers, the following themes were inductively generated: (1) concerns about some students not being suitable for eMH services, (2) minors requiring consent from parents or caregivers to use eMH services as well as confidentiality and privacy concerns, and (3) limited access to technology and internet service among youth. A second theme related to school MHCP barriers to implementation, which included (1) feeling stretched with high caseloads and change fatigue, (2) concerns with risk and liability, and (3) unmasking MH issues in the face of limited resources. In contrast to the barriers to youth and MHCP capacity, many facilitators to implementation were discussed. Youth capacity facilitators included (1) the potential for youth to be empowered using eMH tools, (2) the platform fostering therapeutic relationships with school personnel, and (3) enhancing access to needed services and resources. MHCP capacity facilitators to implementation were (1) system transformation through flexibility and problem-solving, (2) opportunities for collaboration with youth and MHCPs and across different systems, and (3) an opportunity for the continuity of services. CONCLUSIONS Our findings highlight nuanced school MHCP perspectives that demonstrate critical youth and MHCP capacity concerns, with consideration for organizational factors that may impede or enhance the implementation processes for embedding eMH in a school context. The barriers and facilitators to implementation provide future researchers and decision makers with challenges and opportunities that could be addressed in the preimplementation phase.
Collapse
Affiliation(s)
- Gina Dimitropoulos
- Faculty of Social Work, University of Calgary, Calgary, AB, Canada
- Calgary Eating Disorders Program, Alberta Health Services, Calgary, AB, Canada
- Mathison Centre for Mental Health Research and Education, University of Calgary, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
| | - Emilie M Bassi
- Faculty of Social Work, University of Calgary, Calgary, AB, Canada
| | - Katherine S Bright
- School of Nursing and Midwifery, Faculty of Health, Community, and Education, Mount Royal University, Calgary, AB, Canada
- Heroes in Mind, Advocacy, and Research Consortium (HiMARC), Faculty of Rehabilitation Medicine, College of Health Sciences, University of Alberta, Edmonton, AB, Canada
| | - Jason Gondziola
- Provincial Addiction and Mental Health, Alberta Health Services, Calgary, AB, Canada
| | - Jessica Bradley
- Provincial Addiction and Mental Health, Alberta Health Services, Calgary, AB, Canada
| | - Melanie Fersovitch
- Provincial Addiction and Mental Health, Alberta Health Services, Calgary, AB, Canada
| | - Leanne Stamp
- Provincial Addiction and Mental Health, Alberta Health Services, Calgary, AB, Canada
| | | | - Frank Iorfino
- Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Tanya Gaskell
- Provincial Addiction and Mental Health, Alberta Health Services, Calgary, AB, Canada
| | - Sara Tomlinson
- Provincial Addiction and Mental Health, Alberta Health Services, Calgary, AB, Canada
| | - David Wyatt Johnson
- Departments of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Maternal Newborn Child and Youth Strategic Clinical Network, Alberta Health Services, Calgary, AB, Canada
| |
Collapse
|
17
|
Hews-Girard J, Bright K, Barker M, Bassi EM, Iorfino F, LaMonica HM, Moskovic K, Fersovitch M, Stamp L, Gondziola J, Hickie I, Dimitropoulos G. Mental health provider and youth service users' perspectives regarding implementation of a digital mental health platform for youth: A survey study. Digit Health 2024; 10:20552076241289179. [PMID: 39421310 PMCID: PMC11483713 DOI: 10.1177/20552076241289179] [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: 06/30/2024] [Accepted: 09/17/2024] [Indexed: 10/19/2024] Open
Abstract
Background For youth and young adults (YYAs) with mental health concerns, digital mental health (dMH) can improve access to care and support collaboration with providers. Measurement-based care using a dMH platform may further optimize YYA outcomes by individualizing treatment approaches. Engaging service providers and YYA provides an opportunity to better understand how to mitigate implementation challenges. Aim Explore the experiences of mental health care providers and YYAs regarding the implementation of a dMH platform for YYAs accessing mental health care in multiple care settings. Methods Mental health care providers and YYA service users completed an electronic survey exploring their experiences and perceptions of implementing a dMH platform. Survey design, data analysis, and reporting were informed by the Consolidated Framework for Implementation Research (CFIR). Results A total of 195 individuals (100 providers, 95 YYAs) responded. Of those, 48 providers and 79 YYAs reported using the platform at least once. Both groups identified several important factors supporting implementation including collaborative relationships between providers and YYAs, the ability to monitor mental health outcomes, and increased YYA engagement in care. The need for increased provider training and automatic reminders for YYAs to use the platform were common barriers. Each group perceived the other to be uninterested in using the platform, highlighting the importance of using all stakeholder views to inform implementation planning. Conclusions Successful implementation of dMH for care of YYA requires ongoing, user-informed training, integration into existing workflows, and alignment with YYA priorities for care. Future work exploring provider and youth perceptions of the others' "buy-in" is needed to inform future implementation strategies.
Collapse
Affiliation(s)
- Julia Hews-Girard
- Faculty of Nursing, University of Calgary, Calgary, Canada
- Faculty of Social Work, University of Calgary, Calgary, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada
| | - Katherine Bright
- Faculty of Nursing and Midwifery, Mount Royal University, Calgary, Canada
| | - Marianne Barker
- Faculty of Social Work, University of Calgary, Calgary, Canada
| | - Emily M Bassi
- Faculty of Social Work, University of Calgary, Calgary, Canada
| | - Frank Iorfino
- Brain and Mind Center, University of Sydney, Sydney, Australia
| | | | | | | | | | | | - Ian Hickie
- Brain and Mind Center, University of Sydney, Sydney, Australia
| | - Gina Dimitropoulos
- Faculty of Social Work, University of Calgary, Calgary, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada
- Mathison Center for Mental Health Research and Education, University of Calgary, Calgary, Canada
| |
Collapse
|
18
|
Looi JCL, Allison S, Bastiampillai T, Kisely S. What have been the clinical outcomes of the Project Synergy/InnoWell digital health platform? AUST HEALTH REV 2023; 47:747-749. [PMID: 37814472 DOI: 10.1071/ah23159] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 09/19/2023] [Indexed: 10/11/2023]
Abstract
Project Synergy is a digital mental health tool for assessment, referral and follow-up of people with mental health problems. The Australian federal government Department of Health entered an AUD33 million formal funding arrangement with InnoWell, a proprietary company vehicle (primarily the consultancy firm PwC and University of Sydney) to continue development of Project Synergy. This followed an initial federal National Health and Medical Research Council grant of AUD5.5 million over the previous 3 years. However, based on the assessment of peer-reviewed research data, the Project Synergy/InnoWell platform does not seem to have demonstrated clinical outcomes of healthcare value to date.
Collapse
Affiliation(s)
- Jeffrey C L Looi
- Academic Unit of Psychiatry and Addiction Medicine, The Australian National University School of Medicine and Psychology, Canberra Hospital, Canberra, ACT, Australia; and Consortium of Australian-Academic Psychiatrists for Independent Policy and Research Analysis (CAPIPRA), Canberra, ACT, Australia
| | - Stephen Allison
- Consortium of Australian-Academic Psychiatrists for Independent Policy and Research Analysis (CAPIPRA), Canberra, ACT, Australia; and College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Tarun Bastiampillai
- Consortium of Australian-Academic Psychiatrists for Independent Policy and Research Analysis (CAPIPRA), Canberra, ACT, Australia; and College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia; and Department of Psychiatry, Monash University, Wellington Rd, Clayton, Vic., Australia
| | - Steve Kisely
- Consortium of Australian-Academic Psychiatrists for Independent Policy and Research Analysis (CAPIPRA), Canberra, ACT, Australia; and School of Medicine, The University of Queensland, Princess Alexandra Hospital, Ipswich Road, Woolloongabba, Brisbane, Qld, Australia; and Departments of Psychiatry, Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada
| |
Collapse
|
19
|
Shaker AA, Austin SF, Jørgensen MS, Sørensen JA, Bechmann H, Kinnerup HE, Petersen CJ, Olsen RK, Simonsen E. Facilitating In-House Mobile App Development Within Psychiatric Outpatient Services for Patients Diagnosed With Borderline Personality Disorder: Rapid Application Development Approach. JMIR Hum Factors 2023; 10:e46928. [PMID: 38032709 PMCID: PMC10722361 DOI: 10.2196/46928] [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: 03/02/2023] [Revised: 07/31/2023] [Accepted: 09/23/2023] [Indexed: 12/01/2023] Open
Abstract
BACKGROUND Mobile app development within mental health is often time- and resource-consuming, challenging the development of mobile apps for psychiatry. There is a continuum of software development methods ranging from linear (waterfall model) to continuous adaption (Scrum). Rapid application development (RAD) is a model that so far has not been applied to psychiatric settings and may have some advantages over other models. OBJECTIVE This study aims to explore the utility of the RAD model in developing a mobile app for patients with borderline personality disorder (BPD) in a psychiatric outpatient setting. METHODS The 4 phases of the RAD model: (1) requirements planning, (2) user design, (3) construction, and (4) cutover, were applied to develop a mobile app within psychiatric outpatient services for patients diagnosed with BPD. RESULTS For the requirements planning phase, a short time frame was selected to minimize the time between product conceptualization and access within a clinical setting. Evidenced-based interactive content already developed was provided by current staff to enhance usability and trustworthiness. For the user design phase, activity with video themes and a discrete number of functions were used to improve the app functionality and graphical user interface. For the construction phase, close collaboration between clinicians, researchers, and software developers yielded a fully functional, in-house-developed app ready to be tested in clinical practice. For the cutover phase, the mobile app was tested successfully with a small number (n=5) of patients with a BPD. CONCLUSIONS The RAD model could be meaningfully applied in a psychiatric setting to develop an app for BPD within a relatively short time period from conceptualization to implementation in the clinic. Short time frames and identifying a limited number of stakeholders with relevant skills in-house facilitated the use of this model. Despite some limitations, RAD could be a useful model in the development of apps for clinical populations to enable development and access to evidence-based technology.
Collapse
Affiliation(s)
- Ali Abbas Shaker
- Psychiatric Research Unit, Psychiatric Department, Region Zealand Psychiatry, Slagelse, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Stephen F Austin
- Psychiatric Research Unit, Psychiatric Department, Region Zealand Psychiatry, Slagelse, Denmark
- Department of Psychology, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Mie Sedoc Jørgensen
- Psychiatric Research Unit, Psychiatric Department, Region Zealand Psychiatry, Slagelse, Denmark
| | - John Aasted Sørensen
- Research Unit: AI, Mathematics and Software, Department of Engineering Technology and Didactics, Technical University of Denmark, Ballerup, Denmark
| | - Henrik Bechmann
- Research Unit: AI, Mathematics and Software, Department of Engineering Technology and Didactics, Technical University of Denmark, Ballerup, Denmark
| | | | - Charlotte Juul Petersen
- Mental Health Services South, Copenhagen University Hospital, Psychiatry Region Zealand, Vordingborg, Denmark
| | - Ragnar Klein Olsen
- Psychiatric Research Unit, Psychiatric Department, Region Zealand Psychiatry, Slagelse, Denmark
| | - Erik Simonsen
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Mental Health Services East, Copenhagen University Hospital, Psychiatry Region Zealand, Roskilde, Denmark
| |
Collapse
|
20
|
Cross S, Nicholas J, Mangelsdorf S, Valentine L, Baker S, McGorry P, Gleeson J, Alvarez-Jimenez M. Developing a Theory of Change for a Digital Youth Mental Health Service (Moderated Online Social Therapy): Mixed Methods Knowledge Synthesis Study. JMIR Form Res 2023; 7:e49846. [PMID: 37921858 PMCID: PMC10656668 DOI: 10.2196/49846] [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: 06/11/2023] [Revised: 09/06/2023] [Accepted: 09/28/2023] [Indexed: 11/04/2023] Open
Abstract
BACKGROUND Common challenges in the youth mental health system include low access, poor uptake, poor adherence, and limited overall effectiveness. Digital technologies offer promise, yet challenges in real-world integration and uptake persist. Moderated Online Social Therapy (MOST) aims to overcome these problems by integrating a comprehensive digital platform into existing youth mental health services. Theory of change (ToC) frameworks can help articulate how and why complex interventions work and what conditions are required for success. OBJECTIVE The objective of this study is to create a ToC for MOST to explain how it works, why it works, who benefits and how, and what conditions are required for its success. METHODS We used a multimethod approach to construct a ToC for MOST. The synthesis aimed to assess the real-world impact of MOST, a digital platform designed to enhance face-to-face youth mental health services, and to guide its iterative refinement. Data were gathered from 2 completed and 4 ongoing randomized controlled trials, 11 pilot studies, and over 1000 co-design sessions using MOST. Additionally, published qualitative findings from diverse clinical contexts and a review of related digital mental health literature were included. The study culminated in an updated ToC framework informed by expert feedback. The final ToC was produced in both narrative and table form and captured components common in program logic and ToC frameworks. RESULTS The MOST ToC captured several assumptions about digital mental health adoption, including factors such as the readiness of young people and service providers to embrace digital platforms. External considerations included high service demand and a potential lack of infrastructure to support integration. Young people and service providers face several challenges and pain points MOST seeks to address, such as limited accessibility, high demand, poor engagement, and a lack of personalized support. Self-determination theory, transdiagnostic psychological treatment approaches, and evidence-based implementation theories and their associated mechanisms are drawn upon to frame the intervention components that make up the platform. Platform usage data are captured and linked to short-, medium-, and long-term intended outcomes, such as reductions in mental health symptoms, improvements in functioning and quality of life, reductions in hospital visits, and reduced overall mental health care costs. CONCLUSIONS The MOST ToC serves as a strategic framework for refining MOST over time. The creation of the ToC helped guide the development of therapeutic content personalization, user engagement enhancement, and clinician adoption through specialized implementation frameworks. While powerful, the ToC approach has its limitations, such as a lack of standardized methodology and the amount of resourcing required for its development. Nonetheless, it provides an invaluable roadmap for iterative development, evaluation, and scaling of MOST and offers a replicable model for other digital health interventions aiming for targeted, evidence-based impact.
Collapse
Affiliation(s)
- Shane Cross
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Jennifer Nicholas
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Shaminka Mangelsdorf
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Lee Valentine
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | | | - Patrick McGorry
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - John Gleeson
- Healthy Brain and Mind Research Centre, Australian Catholic University, Melbourne, Australia
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, Australia
| | - Mario Alvarez-Jimenez
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| |
Collapse
|
21
|
Hickie IB, Iorfino F, Rohleder C, Song YJC, Nichles A, Zmicerevska N, Capon W, Guastella AJ, Leweke FM, Scott J, McGorry P, Mihalopoulos C, Killackey E, Chong MK, McKenna S, Aji M, Gorban C, Crouse JJ, Koethe D, Battisti R, Hamilton B, Lo A, Hackett ML, Hermens DF, Scott EM. EMPOWERED trial: protocol for a randomised control trial of digitally supported, highly personalised and measurement-based care to improve functional outcomes in young people with mood disorders. BMJ Open 2023; 13:e072082. [PMID: 37821139 PMCID: PMC10583041 DOI: 10.1136/bmjopen-2023-072082] [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: 02/02/2023] [Accepted: 08/08/2023] [Indexed: 10/13/2023] Open
Abstract
OBJECTIVES Many adolescents and young adults with emerging mood disorders do not achieve substantial improvements in education, employment, or social function after receiving standard youth mental health care. We have developed a new model of care referred to as 'highly personalised and measurement-based care' (HP&MBC). HP&MBC involves repeated assessment of multidimensional domains of morbidity to enable continuous and personalised clinical decision-making. Although measurement-based care is common in medical disease management, it is not a standard practice in mental health. This clinical effectiveness trial tests whether HP&MBC, supported by continuous digital feedback, delivers better functional improvements than standard care and digital support. METHOD AND ANALYSIS This controlled implementation trial is a PROBE study (Prospective, Randomised, Open, Blinded End-point) that comprises a multisite 24-month, assessor-blinded, follow-up study of 1500 individuals aged 15-25 years who present for mental health treatment. Eligible participants will be individually randomised (1:1) to 12 months of HP&MBC or standardised clinical care. The primary outcome measure is social and occupational functioning 12 months after trial entry, assessed by the Social and Occupational Functioning Assessment Scale. Clinical and social outcomes for all participants will be monitored for a further 12 months after cessation of active care. ETHICS AND DISSEMINATION This clinical trial has been reviewed and approved by the Human Research Ethics Committee of the Sydney Local Health District (HREC Approval Number: X22-0042 & 2022/ETH00725, Protocol ID: BMC-YMH-003-2018, protocol version: V.3, 03/08/2022). Research findings will be disseminated through peer-reviewed journals, presentations at scientific conferences, and to user and advocacy groups. Participant data will be deidentified. TRIAL REGISTRATION NUMBER ACTRN12622000882729.
Collapse
Affiliation(s)
- Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Frank Iorfino
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Cathrin Rohleder
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Yun Ju Christine Song
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Alissa Nichles
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Natalia Zmicerevska
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - William Capon
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Adam J Guastella
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - F Markus Leweke
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
- Faculty of Medicine Mannheim, Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Mannheim, Germany
| | - Jan Scott
- Newcastle University, Newcastle upon Tyne, UK
| | - Patrick McGorry
- Centre for Youth Mental Health, University of Melbourne Australia, Parkville, Victoria, Australia
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, Victoria, Australia
| | - Cathrine Mihalopoulos
- School of Public Health and Preventive Medicine, Monash University, Clayton, Victoria, Australia
| | - Eoin Killackey
- Centre for Youth Mental Health, University of Melbourne Australia, Parkville, Victoria, Australia
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, Victoria, Australia
| | - Min K Chong
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Sarah McKenna
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Melissa Aji
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Carla Gorban
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Jacob J Crouse
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Dagmar Koethe
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | | | - Blake Hamilton
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
- headspace Camperdown, Camperdown, New South Wales, Australia
| | - Alice Lo
- Mind Plasticity, Sydney, New South Wales, Australia
| | - Maree L Hackett
- George Institute for Global Health, Newtown, New South Wales, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Elizabeth M Scott
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| |
Collapse
|
22
|
LaMonica HM, Crouse JJ, Song YJC, Alam M, Wilson CE, Hindmarsh G, Yoon A, Boulton KA, Ekambareshwar M, Loblay V, Troy J, Torwali M, Guastella AJ, Banati RB, Hickie IB. Developing Culturally Appropriate Content for a Child-Rearing App to Support Young Children's Socioemotional and Cognitive Development in Afghanistan: Co-Design Study. JMIR Form Res 2023; 7:e44267. [PMID: 37610805 PMCID: PMC10483291 DOI: 10.2196/44267] [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: 11/24/2022] [Revised: 06/24/2023] [Accepted: 07/23/2023] [Indexed: 08/24/2023] Open
Abstract
BACKGROUND Optimal child-rearing practices can help mitigate the consequences of detrimental social determinants of health in early childhood. Given the ubiquity of personal digital technologies worldwide, the direct delivery of evidence-based information about early childhood development holds great promise. However, to make the content of these novel systems effective, it is crucial to incorporate place-based cultural beliefs, traditions, circumstances, and value systems of end users. OBJECTIVE This paper describes the iterative approach used to develop the Thrive by Five child-rearing app in collaboration with Afghan parents, caregivers (eg, grandparents, aunts, and nannies), and subject matter experts (SMEs). We outline how co-design methodologies informed the development and cultural contextualization of content to meet the specific needs of Afghan parents and the content was tested and refined in collaboration with key Afghan stakeholders. METHODS The preliminary content was developed based on a comprehensive literature review of the historical and sociocultural contexts in Afghanistan, including factors that influence child-rearing practices and early childhood development. After an initial review and refinement based on feedback from SMEs, this content was populated into a beta app for testing. Overall, 8 co-design workshops were conducted in July and August 2021 and February 2022 with 39 Afghan parents and caregivers and 6 SMEs to collect their feedback on the app and its content. The workshops were audio recorded and transcribed; detailed field notes were taken by 2 scribes. A theoretical thematic analysis using semantic codes was conducted to inform the refinement of existing content and development of new content to fulfill the needs identified by participants. RESULTS The following 4 primary themes were identified: child-rearing in the Afghan sociocultural context, safety concerns, emotion and behavior management, and physical health and nutrition. Overall, participants agreed that the app had the potential to deliver valuable information to Afghan parents; however, owing to the volatility in the country, participants recommended including more activities that could be safely done indoors, as mothers and children are required to spend most of their time at home. Additionally, restrictions on public engagement in music required the removal of activities referencing singing that might be performed outside the home. Further, activities to help parents reduce their children's screen time, promote empathy, manage emotions, regulate behavior, and improve physical health and nutrition were requested. CONCLUSIONS Direct engagement with Afghan parents, caregivers, and SMEs through co-design workshops enabled the development and refinement of evidence-based, localized, and contextually relevant child-rearing activities promoting healthy social, emotional, and cognitive development during the first 5 years of children's lives. Importantly, the content was adapted for the ongoing conflict in Afghanistan with the aim of empowering Afghan parents and caregivers to support their children's developmental potential despite the security concerns and situational stressors.
Collapse
Affiliation(s)
- Haley M LaMonica
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Jacob J Crouse
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Yun J C Song
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Mafruha Alam
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Chloe E Wilson
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Gabrielle Hindmarsh
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Adam Yoon
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Kelsie A Boulton
- Clinic for Autism and Neurodevelopment Research, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Mahalakshmi Ekambareshwar
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Victoria Loblay
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
- The Australian Prevention Partnership Centre, Sydney, Australia
| | - Jakelin Troy
- Faculty of Arts and Social Sciences, The University of Sydney, Sydney, Australia
| | - Mujahid Torwali
- Faculty of Arts and Social Sciences, The University of Sydney, Sydney, Australia
| | - Adam J Guastella
- Clinic for Autism and Neurodevelopment Research, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Richard B Banati
- Medical Imaging Sciences, Faculty of Medicine and Health, Brain and Mind Centre, The University of Sydney, Sydney, Australia
- Australian Nuclear Science and Technology Organisation, Sydney, Australia
| | - Ian B Hickie
- Youth Mental Health and Technology Team, Brain and Mind Centre, The University of Sydney, Sydney, Australia
| |
Collapse
|
23
|
McKenna S, Piper S, Capon W, Crowley A, Lira L, LaMonica HM, Chong MK, Scott E, Hickie I, Iorfino F. The Polarization of Clinician and Service Staff Perspectives After the Use of Health Information Technology in Youth Mental Health Services: Implementation and Evaluation Study. JMIR Hum Factors 2023; 10:e42993. [PMID: 37490321 PMCID: PMC10410532 DOI: 10.2196/42993] [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: 09/27/2022] [Revised: 03/30/2023] [Accepted: 04/30/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND Highly personalized care is substantially improved by technology platforms that assess and track patient outcomes. However, evidence regarding how to successfully implement technology in real-world mental health settings is limited. OBJECTIVE This study aimed to naturalistically monitor how a health information technology (HIT) platform was used within 2 real-world mental health service settings to gain practical insights into how HIT can be implemented and sustained to improve mental health service delivery. METHODS An HIT (The Innowell Platform) was naturally implemented in 2 youth mental health services in Sydney, Australia. Web-based surveys (n=19) and implementation logs were used to investigate staff attitudes toward technology before and after implementation. Descriptive statistics were used to track staff attitudes over time, whereas qualitative thematic analysis was used to explore implementation log data to gain practical insights into useful implementation strategies in real-world settings. RESULTS After the implementation, the staff were nearly 3 times more likely to agree that the HIT would improve care for their clients (3/12, 25% agreed before the implementation compared with 7/10, 70% after the implementation). Despite this, there was also an increase in the number of staff who disagreed that the HIT would improve care (from 1/12, 8% to 2/10, 20%). There was also decreased uncertainty (from 6/12, 50% to 3/10, 30%) about the willingness of the service to implement the technology for its intended purpose, with similar increases in the number of staff who agreed and disagreed with this statement. Staff were more likely to be uncertain about whether colleagues in my service are receptive to changes in clinical processes (not sure rose from 5/12, 42% to 7/10, 70%). They were also more likely to report that their service already provides the best mental health care (agreement rose from 7/12, 58% to 8/10, 80%). After the implementation, a greater proportion of participants reported that the HIT enabled shared or collaborative decision-making with young people (2/10, 20%, compared with 1/12, 8%), enabled clients to proactively work on their mental health care through digital technologies (3/10, 30%, compared with 2/12, 16%), and improved their response to suicidal risk (4/10, 40% compared with 3/12, 25%). CONCLUSIONS This study raises important questions about why clinicians, who have the same training and support in using technology, develop more polarized opinions on its usefulness after implementation. It seems that the uptake of HIT is heavily influenced by a clinician's underlying beliefs and attitudes toward clinical practice in general as well as the role of technology, rather than their knowledge or the ease of use of the HIT in question.
Collapse
Affiliation(s)
- Sarah McKenna
- Faculty of Medicine and Health, Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Sarah Piper
- Faculty of Medicine and Health, Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - William Capon
- Faculty of Medicine and Health, Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | | | - Lucas Lira
- Faculty of Medicine and Health, Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Haley M LaMonica
- Faculty of Medicine and Health, Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Min Kyung Chong
- Faculty of Medicine and Health, Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Elizabeth Scott
- Faculty of Medicine and Health, Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Ian Hickie
- Faculty of Medicine and Health, Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Frank Iorfino
- Faculty of Medicine and Health, Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| |
Collapse
|
24
|
Novack K, Dufour R, Picard L, Taddeo D, Nadeau PO, Katzman DK, Booij L, Chadi N. Canadian pediatric eating disorder programs and virtual care during the COVID-19 pandemic: a mixed-methods approach to understanding clinicians' perspectives. Ann Gen Psychiatry 2023; 22:16. [PMID: 37101241 PMCID: PMC10132795 DOI: 10.1186/s12991-023-00443-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 03/26/2023] [Indexed: 04/28/2023] Open
Abstract
BACKGROUND As a result of the public health measures put in place during the COVID-19 pandemic in Canada, many health services, including those for the treatment of eating disorders, were provided at a distance. This study aims to describe the adaptations made in specialized pediatric eating disorder programs in Canada and the impact of these adaptations on health professionals' experience of providing care. METHODS A mixed-methods design was used to survey healthcare professionals working in specialized pediatric eating disorder programs about adaptations to treatment made during the pandemic and the impact of these adaptations on their experience of providing care. Data were collected between October 2021 and March 2022 using a cross-sectional survey comprising 25 questions and via semi-structured interviews. Quantitative data were summarized using descriptive statistics and qualitative data were interpreted using qualitative content analysis. RESULTS Eighteen healthcare professionals in Canada completed the online survey, of whom six also participated in the semi-structured interviews. The cross-sectional survey confirmed that, unlike in pre-pandemic times, the majority of participants provided medical care (15/18) and mental health care (17/18) at a distance during the pandemic, with most participants using telephone (17/18) and videoconferencing (17/18). Most (16/18) health professionals indicated that virtual care would continue to be used as a tool in pediatric ED treatment after the pandemic. Participants used a combination of virtual and in-person care, with most reporting weighing patients both in clinic (16/18) and virtually (15/18). Qualitative content analysis generated five themes: (1) responding to increased demand with insufficient resources; (2) adapting to changes in care due to the COVID-19 pandemic; (3) dealing with uncertainty and apprehension; (4) virtual care as an acceptable and useful clinical tool, and (5) optimal conditions and future expectations. Most interview participants (5/6) had globally positive views of virtual care. CONCLUSIONS Providing virtual multidisciplinary treatment for children and adolescents with eating disorders seemed feasible and acceptable to professionals during the pandemic. Moving forward, focusing on health professionals' perspectives and providing appropriate training in virtual interventions is essential given their central role in successful implementation and continued use of virtual and hybrid care models.
Collapse
Affiliation(s)
- Kaylee Novack
- Department of Psychiatry and Addictology, Université de Montréal, Montréal, Canada
| | - Rachel Dufour
- Department of Psychology, Concordia University, Montreal, Canada
| | - Louis Picard
- Department of Psychology, Sainte-Justine University Hospital Centre, Montreal, Canada
| | - Danielle Taddeo
- Division of Adolescent Medicine, Department of Pediatrics, Sainte-Justine University Hospital Centre, Université de Montréal, 3175 Chemin de la Côte-Ste-Catherine, Montreal, QC, H3T 1C5, Canada
| | | | - Debra K Katzman
- Division of Adolescent Medicine, Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Linda Booij
- CHU Sainte-Justine Hospital Research Centre, Montreal, Canada
- Department of Psychiatry, Douglas Mental Health University Institute, McGill University, Montreal, Canada
| | - Nicholas Chadi
- Division of Adolescent Medicine, Department of Pediatrics, Sainte-Justine University Hospital Centre, Université de Montréal, 3175 Chemin de la Côte-Ste-Catherine, Montreal, QC, H3T 1C5, Canada.
- CHU Sainte-Justine Hospital Research Centre, Montreal, Canada.
| |
Collapse
|
25
|
Balcombe L, De Leo D. Evaluation of the Use of Digital Mental Health Platforms and Interventions: Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:362. [PMID: 36612685 PMCID: PMC9819791 DOI: 10.3390/ijerph20010362] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 05/28/2023]
Abstract
BACKGROUND The increasing use of digital mental health (DMH) platforms and digital mental health interventions (DMHIs) is hindered by uncertainty over effectiveness, quality and usability. There is a need to identify the types of available evidence in this domain. AIM This study is a scoping review identifying evaluation of the (1) DMH platform/s used; and (2) DMHI/s applied on the DMH platform/s. METHODS The Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) guided the review process. Empirical studies that focused on evaluation of the use and application of DMH platforms were included from journal articles (published 2012-2022). A literature search was conducted using four electronic databases (Scopus, ScienceDirect, Sage and ACM Digital Library) and two search engines (PubMed and Google Scholar). RESULTS A total of 6874 nonduplicate records were identified, of which 144 were analyzed and 22 met the inclusion criteria. The review included general/unspecified mental health and/or suicidality indications (n = 9, 40.9%), followed by depression (n = 5, 22.7%), psychosis (n = 3, 13.6%), anxiety and depression (n = 2, 9.1%), as well as anxiety, depression and suicidality (n = 1, 4.5%), loneliness (n = 1, 4.5%), and addiction (n = 1, 4.5%). There were 11 qualitative studies (50%), 8 quantitative studies (36.4%), and 3 mixed-methods studies (n = 3, 13.6%). The results contained 11 studies that evaluated the DMH platform/s and 11 studies that evaluated the DMHI/s. The studies focused on feasibility, usability, engagement, acceptability and effectiveness. There was a small amount of significant evidence (1 in each 11), notably the (cost-)effectiveness of a DMHI with significant long-term impact on anxiety and depression in adults. CONCLUSION The empirical research demonstrates the feasibility of DMH platforms and DMHIs. To date, there is mostly heterogeneous, preliminary evidence for their effectiveness, quality and usability. However, a scalable DMHI reported effectiveness in treating adults' anxiety and depression. The scope of effectiveness may be widened through targeted strategies, for example by engaging independent young people.
Collapse
Affiliation(s)
| | - Diego De Leo
- Australian Institute for Suicide Research and Prevention, School of Applied Psychology, Griffith University, Messines Ridge Road, Mount Gravatt, QLD 4122, Australia
| |
Collapse
|
26
|
Zielasek J, Reinhardt I, Schmidt L, Gouzoulis-Mayfrank E. Adapting and Implementing Apps for Mental Healthcare. Curr Psychiatry Rep 2022; 24:407-417. [PMID: 35835898 PMCID: PMC9283030 DOI: 10.1007/s11920-022-01350-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/01/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE OF REVIEW To describe examples of adapting apps for use in mental healthcare and to formulate recommendations for successful adaptation in mental healthcare settings. RECENT FINDINGS International examples are given to explore implementation procedures to address this multitude of challenges. There are only few published examples of adapting apps for use in mental healthcare. From these examples and from results of studies in implementation science in general clinical settings, it can be concluded that the process of adapting apps for mental healthcare needs to address clinician training and information needs, user needs which include cultural adaptation and go beyond mere translation, and organizational needs for blending app use into everyday clinical mental healthcare workflows.
Collapse
Affiliation(s)
- Jürgen Zielasek
- Section of Healthcare Research, LVR-Institute for Research and Education, Wilhelm-Griesinger Str. 23, 51109, Cologne, Germany.
- Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
| | - Isabelle Reinhardt
- Section of Healthcare Research, LVR-Institute for Research and Education, Wilhelm-Griesinger Str. 23, 51109, Cologne, Germany
| | - Laura Schmidt
- Section of Healthcare Research, LVR-Institute for Research and Education, Wilhelm-Griesinger Str. 23, 51109, Cologne, Germany
| | - Euphrosyne Gouzoulis-Mayfrank
- Section of Healthcare Research, LVR-Institute for Research and Education, Wilhelm-Griesinger Str. 23, 51109, Cologne, Germany
| |
Collapse
|