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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 2024:10.1007/s40273-024-01434-3. [PMID: 39354214 DOI: 10.1007/s40273-024-01434-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [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.
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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
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Crosland P, Ho N, Hosseini SH, Vacher C, Skinner A, Natsky AN, Rosenberg S, Hasudungan R, Huntley S, Song YJC, Lee GY, Marshall DA, Occhipinti JA, Hickie IB. Cost-effectiveness of system-level mental health strategies for young people in the Australian Capital Territory: a dynamic simulation modelling study. Lancet Psychiatry 2024; 11:123-133. [PMID: 38245017 DOI: 10.1016/s2215-0366(23)00396-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 11/15/2023] [Accepted: 11/15/2023] [Indexed: 01/22/2024]
Abstract
BACKGROUND Regional mental health planning is a key challenge for decision makers because mental health care is a complex, dynamic system. Economic evaluation using a system dynamics modelling approach presents an opportunity for more sophisticated planning and important evidence on the value of alternative investments. We aimed to investigate the cost-effectiveness of eight systems-based interventions targeted at improving the mental health and wellbeing of children, adolescents, and young adults in the Australian Capital Territory (ACT). METHODS We assessed eight interventions for children and young people (aged ≤25 years) with low, moderate, and high-to-very-high psychological distress: technology-enabled integrated care, emergency department-based suicide prevention, crisis response service, family education programme, online parenting programme, school-based suicide prevention programme, trauma service for youths, and multicultural-informed care. We developed a system dynamics model for the ACT through a participatory process and calibrated the model with historical data, including population demographics, the prevalence of psychological distress, and mental health services provision. We calculated incremental cost-effectiveness ratios compared with business as usual for cost (AU$) per: quality-adjusted life-year (QALY), suicide death avoided, self-harm related hospital admissions avoided, and mental health-related emergency department presentation, using a 10-year time horizon for health-care and societal perspectives. We investigated uncertainty through probabilistic sensitivity analysis and deterministic sensitivity analysis, including using a 30-year timeframe. FINDINGS From a societal perspective, increased investment in technology-enabled integrated care, family education, an online parenting programme, and multicultural-informed care were expected to improve health outcomes (incremental QALYs 4517 [95% UI -3135 to 14 507] for technology-enabled integrated care; 339 [91 to 661] for family education; 724 [114 to 1149] for the online parenting programme; and 137 [88 to 194] for multicultural-informed care) and reduce costs ($-91·4 million [-382·7 to 100·7]; $-12·8 million [-21·0 to -6·6]; $-3·6 million [-6·3 to 0·2]; and $-3·1 million [-4·5 to -1·8], respectively) compared with business as usual using a 10-year time horizon. The incremental net monetary benefit for the societal perspective for these four interventions was $452 million (-351 to 1555), $40 million (14 to 74), $61 million (9 to 98), and $14 million (9 to 20), respectively, compared with business as usual, when QALYs were monetised using a willingness to pay of $79 930 per QALY. Synergistic effects are anticipated if these interventions were to be implemented concurrently. The univariate and probabilistic sensitivity analyses indicated a high level of certainty in the results. Although emergency department-based suicide prevention and school-based suicide prevention were not cost effective in the base case (41 QALYs [0 to 48], incremental cost $4·1 million [1·2 to 8·2] for emergency department-based suicide prevention; -234 QALYs [-764 to 12], incremental cost $90·3 million [72·2 to 111·0] for school-based suicide prevention) compared with business as usual, there were scenarios for which these interventions could be considered cost effective. A dedicated trauma service for young people (9 QALYs gained [4 to 16], incremental cost $8·3 million [6·8 to 10·0]) and a crisis response service (-11 QALYs gained [-12 to -10], incremental cost $7·8 million [5·1 to 11·0]) were unlikely to be cost effective in terms of QALYs. INTERPRETATION Synergistic effects were identified, supporting the combined implementation of technology-enabled integrated care, family education, an online parenting programme, and multicultural-informed care. Synergistic effects, emergent outcomes in the form of unintended consequences, the capability to account for service capacity constraints, and ease of use by stakeholders are unique attributes of a system dynamics modelling approach to economic evaluation. FUNDING BHP Foundation.
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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, NSW, Australia.
| | - Nicholas Ho
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, NSW, Australia
| | - Seyed Hossein Hosseini
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, NSW, Australia
| | - Catherine Vacher
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, NSW, Australia
| | - Adam Skinner
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, NSW, Australia
| | - Andrea N Natsky
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, NSW, Australia
| | - Sebastian Rosenberg
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, NSW, Australia
| | - Raphael Hasudungan
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, NSW, Australia
| | - Sam Huntley
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, NSW, 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, NSW, Australia
| | - Grace Yeeun Lee
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, NSW, Australia
| | - Deborah A Marshall
- Cumming School of Medicine, University of Calgary and Alberta Children's Hospital Research Institute, Calgary, AB, Canada
| | - Jo-An Occhipinti
- Youth Mental Health and Technology, Brain and Mind Centre, Faculty of Medicine and Health, Translational Research Collective, University of Sydney, Sydney, NSW, 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, NSW, Australia
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Reali L, Nijman RG, Hadjipanayis A, Del Torso S, Calamita P, Rafele I, Katz M, Barak S, Grossman Z. Repercussions of the COVID-19 pandemic on child and adolescent mental health: A matter of concern-A joint statement from EAP and ECPCP. Front Pediatr 2022; 10:1006596. [PMID: 36518772 PMCID: PMC9742603 DOI: 10.3389/fped.2022.1006596] [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: 07/29/2022] [Accepted: 10/24/2022] [Indexed: 11/29/2022] Open
Abstract
COVID-19 pandemic and the consequent rigid social distancing measures implemented, including school closures, have heavily impacted children's and adolescents' psychosocial wellbeing, and their mental health problems significantly increased. However, child and adolescent mental health were already a serious problem before the Pandemic all over the world. COVID-19 is not just a pandemic, it is a syndemic and mentally or socially disadvantaged children and adolescents are the most affected. Non-Communicable Diseases (NCDs) and previous mental health issues are an additional worsening condition. Even though many countries have responded with decisive efforts to scale-up mental health services, a more integrated and community-based approach to mental health is required. EAP and ECPCP makes recommendations to all the stakeholders to take action to promote, protect and care for the mental health of a generation.
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Affiliation(s)
- L Reali
- Primary Care Pediatrician, Italian National Health System (INHS), ASL Rm1, Rome, Italy.,Department of Pediatric Emergency Medicine, Division of Medicine, St. Mary's Hospital - Imperial College NHS Healthcare Trust, London, United Kingdom.,Section of Pediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, Imperial College London, London, United Kingdom.,Centre for Pediatrics and Child Health, Imperial College London, London, United Kingdom
| | - R G Nijman
- European Society of Emergency Paediatrics, European Society of Emergency Medicine, Brussels, Belgium.,European Academy of Paediatrics (EAP), Brussels, Belgium
| | - A Hadjipanayis
- Medical School, European University Cyprus, Nicosia, Cyprus.,Department of Paediatrics, Larnaca General Hospital, Larnaca, Cyprus
| | - S Del Torso
- Medical School, European University Cyprus, Nicosia, Cyprus.,ChildCare WorldWide-CCWWItalia OdV, Padova, Italy
| | - P Calamita
- Department of Pediatric Emergency Medicine, Division of Medicine, St. Mary's Hospital - Imperial College NHS Healthcare Trust, London, United Kingdom.,Section of Pediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, Imperial College London, London, United Kingdom.,Centre for Pediatrics and Child Health, Imperial College London, London, United Kingdom.,Medical School, European University Cyprus, Nicosia, Cyprus
| | - I Rafele
- Department of Pediatric Emergency Medicine, Division of Medicine, St. Mary's Hospital - Imperial College NHS Healthcare Trust, London, United Kingdom.,Section of Pediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, Imperial College London, London, United Kingdom.,Centre for Pediatrics and Child Health, Imperial College London, London, United Kingdom.,Primary Care Pediatrician, Italian National Health System (INHS), ASL Rm 6, Rome, Italy.,Primary Care Pediatrician, Italian National Health System (INHS), ASL Rm 3, Rome, Italy
| | - M Katz
- Department of Pediatric Emergency Medicine, Division of Medicine, St. Mary's Hospital - Imperial College NHS Healthcare Trust, London, United Kingdom.,Section of Pediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, Imperial College London, London, United Kingdom.,Centre for Pediatrics and Child Health, Imperial College London, London, United Kingdom.,Patient Safety Department, Meuhedet Health Services, Tel Aviv, Israel
| | - S Barak
- Department of Pediatric Emergency Medicine, Division of Medicine, St. Mary's Hospital - Imperial College NHS Healthcare Trust, London, United Kingdom.,Section of Pediatric Infectious Diseases, Department of Infectious Diseases, Faculty of Medicine, Imperial College London, London, United Kingdom.,Centre for Pediatrics and Child Health, Imperial College London, London, United Kingdom.,Dana Dwek Children's Hospital, Tamsc, Tel Aviv, Israel
| | - Z Grossman
- European Academy of Paediatrics (EAP), Brussels, Belgium.,Department of Pediatrics, Adelson School of Medicine, Ariel University Pediatrics, Ariel, Israel.,Department of Pediatrics, Maccabi Health Care Services Pediatrics, Tel Aviv, Israel
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