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Vigo D, Jones W, Dove N, Maidana DE, Tallon C, Small W, Samji H. Estimating the Prevalence of Mental and Substance Use Disorders: A Systematic Approach to Triangulating Available Data to Inform Health Systems Planning. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2022; 67:107-116. [PMID: 33827278 PMCID: PMC8978221 DOI: 10.1177/07067437211006872] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To estimate the prevalence of specific mental and substance use disorders (MSUDs), by age and sex, as a first step toward informing needs-based health systems planning by decision-makers. METHODS We developed a conceptual framework and a systematic methodology for combining available data sources to yield prevalence estimates for specific MSUDs. Data sources used included published, peer-reviewed literature from Canada and comparable countries, Canadian population survey data, and health administrative data from British Columbia. Several well-established methodologies including systematic review and meta-analyses of published prevalence estimates, modelling of age- and sex-specific distributions, and the Global Burden of Disease severity distribution model were incorporated in a novel mode of triangulation. RESULTS Using this novel approach, we obtained prevalence estimates for 10 MSUDs for British Columbia, Canada, as well as prevalence distributions across age groups, by sex. CONCLUSION Obtaining reliable assessments of disorder prevalence and severity is a useful first step toward rationally estimating service need and plan health services. We propose a methodology to leverage existing information to obtain robust estimates in a timely manner and with sufficient granularity to, after adjusting for comorbidity and matching with severity-specific service bundles, inform need-based planning efforts for adult (15 years and older) mental health and substance use services.
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Affiliation(s)
- Daniel Vigo
- Department of Psychiatry, School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Global Health and Social Medicine, Harvard Medical School, Harvard University, Boston, MA, USA
| | - Wayne Jones
- Centre for Applied Research in Mental Health and Addictions, Simon Fraser University, Vancouver, British Columbia, Canada
| | - Naomi Dove
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Daniel E Maidana
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, The University of Illinois at Chicago, IL, USA
| | - Corinne Tallon
- Foundry, Providence Health Care, Vancouver, British Columbia, Canada
| | - Will Small
- Centre for Applied Research in Mental Health and Addictions, Simon Fraser University, Vancouver, British Columbia, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada.,British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
| | - Hasina Samji
- Centre for Applied Research in Mental Health and Addictions, Simon Fraser University, Vancouver, British Columbia, Canada.,British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
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Schmidt RA, Genois R, Jin J, Vigo D, Rehm J, Rush B. The early impact of COVID-19 on the incidence, prevalence, and severity of alcohol use and other drugs: A systematic review. Drug Alcohol Depend 2021; 228:109065. [PMID: 34600257 PMCID: PMC8455354 DOI: 10.1016/j.drugalcdep.2021.109065] [Citation(s) in RCA: 84] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 08/31/2021] [Accepted: 09/01/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND The aim of this paper was to examine the early impact of COVID-19 on substance use to assess implications for planning substance use treatment and support systems. METHOD A systematic review of literature published up to March 2021 was conducted to summarize changes in prevalence, incidence, and severity of substance use associated with COVID-19 and the accompanying public health measures, including lockdown, stay-at-home orders, and social distancing. RESULTS We identified 53 papers describing changes to substance use at the population level. The majority of papers described changes related to alcohol use and most relied on self-reported measures of consumption during the COVID-19 pandemic, compared with pre-pandemic use. There was less evidence to support changes in non-alcohol substance use. In general, risky pre-pandemic alcohol use, caregiving responsibilities, stress, depression, anxiety, and current treatment for a mental disorder were found to be associated with increased substance use. CONCLUSION This review provides preliminary data on changes in substance use, indicating that certain segments of the population increased their alcohol use early on in the COVID-19 pandemic and may be at greater risk of harm and in need of additional services. There is a need for additional population-level information on substance use to inform evidence-based rapid responses from a treatment system perspective.
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Affiliation(s)
- Rose A Schmidt
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), 33 Ursula Franklin Street, Toronto, ON M5T 2S1, Canada; Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, ON M5T 1P8, Canada.
| | - Rosalie Genois
- Université de Sherbrooke, 2500 Boulevard de l'Université, Sherbrooke, QC J1K 2R1, Canada.
| | - Jonathan Jin
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), 33 Ursula Franklin Street, Toronto, ON M5T 2S1, Canada.
| | - Daniel Vigo
- Department of Psychiatry, University of British Columbia, 2255 Wesbrook Mall, Vancouver, BC V6T 2A1, Canada.
| | - Jürgen Rehm
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), 33 Ursula Franklin Street, Toronto, ON M5T 2S1, Canada; Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, ON M5T 1P8, Canada; Institute of Clinical Psychology and Psychotherapy & Center of Clinical Epidemiology and Longitudinal Studies (CELOS), Technische Universität Dresden, Chemnitzer Str. 46, 01187 Dresden, Germany; Department of Psychiatry, University of Toronto, 250 College Street, 8th Floor, Toronto, ON M5T 1R8, Canada; Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 33 Ursula Franklin Street, Toronto, ON M5T 2S1, Canada; Department of International Health Projects, Institute for Leadership and Health Management, I.M. Sechenov First Moscow State Medical University, Trubetskaya str., 8, b. 2, 119992 Moscow, Russian Federation; Agència de Salut Pública de Catalunya, 81-95 Roc Boronat St., 08005 Barcelona, Spain; Center for Interdisciplinary Addiction Research (ZIS), Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf (UKE), Martinistraße 52, 20246 Hamburg, Germany.
| | - Brian Rush
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), 33 Ursula Franklin Street, Toronto, ON M5T 2S1, Canada; Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, ON M5T 1P8, Canada; Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 33 Ursula Franklin Street, Toronto, ON M5T 2S1, Canada.
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Rush B, Tremblay J, Brown D. Development of a Needs-Based Planning Model to Estimate Required Capacity of a Substance Use Treatment System. J Stud Alcohol Drugs Suppl 2019; Sup 18:51-63. [PMID: 30681949 PMCID: PMC6377026 DOI: 10.15288/jsads.2019.s18.51] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 07/10/2018] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE Substance use services and supports have traditionally been funded without the benefit of a comprehensive, quantitative planning model closely aligned with population needs. This article describes the methodology used to develop and refine key features of such a model, gives an overview of the resulting Canadian prototype, and offers examples and lessons learned in pilot work. METHOD The need for treatment was defined according to five categories of problem severity derived from national survey data and anticipated levels of help-seeking estimated from a narrative synthesis of international literature. A pan-Canadian Delphi procedure was used to allocate this help-seeking population across an agreed-upon set of treatment service categories, which included three levels each of withdrawal management, community, and residential treatment services. Projections of need and required service capacity for Canadian health planning regions were derived using synthetic estimation by age and gender. The model and gap analyses were piloted in nine regions. RESULTS National distribution of need was estimated as Tier 1: 80.7%; Tier 2: 10.4%; Tier 3: 6.1%; Tier 4: 2.6%; and Tier 5: 0.2%. Pilot work of the full estimation protocol, including gap analysis, showed the results triangulated with other indicators of need and were useful for local planning. CONCLUSIONS Lessons learned from pilot testing were identified, including challenges with the model itself and those associated with its implementation. The process of estimation developed in this Canadian prototype, and the specifics of the model itself, can be adapted to other jurisdictions and contexts.
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Affiliation(s)
- Brian Rush
- Institute for Mental Health Policy
Research, Centre for Addiction and Mental Health (CAMH), Toronto, Ontario,
Canada
| | - Joël Tremblay
- Université du Québec à
Trois-Rivières, Trois-Rivières, Québec, Canada
| | - David Brown
- Pathways Research, Winnipeg, Manitoba,
Canada
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