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      Minding the treatment gap: results of the Singapore Mental Health Study

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          Abstract

          Purpose

          To establish the 12-month treatment gap and its associated factors among adults with mental disorders in the Singapore resident population using data from the second Singapore Mental Health Study and to examine the changes since the last mental health survey conducted in 2010.

          Methods

          6126 respondents were administered selected modules of the Composite International Diagnostic Interview, to assess major depressive disorder (MDD), dysthymia, bipolar disorder, generalized anxiety disorder (GAD), obsessive compulsive disorder (OCD) and alcohol use disorder (AUD) (which included alcohol abuse and dependence). Past year treatment gap was defined as the absolute difference between the prevalence of a particular mental disorder in the past 12 months preceding the interview and those who had received treatment for that disorder.

          Results

          The prevalence of overall 12-month treatment gap in this population was high (78.6%). A multiple logistic regression analysis revealed significantly higher odds of treatment gap among those diagnosed with OCD (compared to those with MDD) and in those with a comorbid chronic physical disorder; while those who had primary education and below and those who were unemployed were less likely to have a treatment gap as compared to those with post-secondary education and those employed, respectively.

          Conclusions

          The high treatment gap in the population is concerning and highlights the need to promote help-seeking and uptake of treatment. Given the unique demographic characteristics, i.e., those with higher education and employed were more likely not to seek treatment, targeted interventions in the educational and workplace settings should be implemented.

          Electronic supplementary material

          The online version of this article (10.1007/s00127-019-01748-0) contains supplementary material, which is available to authorized users.

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          Most cited references36

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          Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010

          Non-fatal health outcomes from diseases and injuries are a crucial consideration in the promotion and monitoring of individual and population health. The Global Burden of Disease (GBD) studies done in 1990 and 2000 have been the only studies to quantify non-fatal health outcomes across an exhaustive set of disorders at the global and regional level. Neither effort quantified uncertainty in prevalence or years lived with disability (YLDs). Of the 291 diseases and injuries in the GBD cause list, 289 cause disability. For 1160 sequelae of the 289 diseases and injuries, we undertook a systematic analysis of prevalence, incidence, remission, duration, and excess mortality. Sources included published studies, case notification, population-based cancer registries, other disease registries, antenatal clinic serosurveillance, hospital discharge data, ambulatory care data, household surveys, other surveys, and cohort studies. For most sequelae, we used a Bayesian meta-regression method, DisMod-MR, designed to address key limitations in descriptive epidemiological data, including missing data, inconsistency, and large methodological variation between data sources. For some disorders, we used natural history models, geospatial models, back-calculation models (models calculating incidence from population mortality rates and case fatality), or registration completeness models (models adjusting for incomplete registration with health-system access and other covariates). Disability weights for 220 unique health states were used to capture the severity of health loss. YLDs by cause at age, sex, country, and year levels were adjusted for comorbidity with simulation methods. We included uncertainty estimates at all stages of the analysis. Global prevalence for all ages combined in 2010 across the 1160 sequelae ranged from fewer than one case per 1 million people to 350,000 cases per 1 million people. Prevalence and severity of health loss were weakly correlated (correlation coefficient -0·37). In 2010, there were 777 million YLDs from all causes, up from 583 million in 1990. The main contributors to global YLDs were mental and behavioural disorders, musculoskeletal disorders, and diabetes or endocrine diseases. The leading specific causes of YLDs were much the same in 2010 as they were in 1990: low back pain, major depressive disorder, iron-deficiency anaemia, neck pain, chronic obstructive pulmonary disease, anxiety disorders, migraine, diabetes, and falls. Age-specific prevalence of YLDs increased with age in all regions and has decreased slightly from 1990 to 2010. Regional patterns of the leading causes of YLDs were more similar compared with years of life lost due to premature mortality. Neglected tropical diseases, HIV/AIDS, tuberculosis, malaria, and anaemia were important causes of YLDs in sub-Saharan Africa. Rates of YLDs per 100,000 people have remained largely constant over time but rise steadily with age. Population growth and ageing have increased YLD numbers and crude rates over the past two decades. Prevalences of the most common causes of YLDs, such as mental and behavioural disorders and musculoskeletal disorders, have not decreased. Health systems will need to address the needs of the rising numbers of individuals with a range of disorders that largely cause disability but not mortality. Quantification of the burden of non-fatal health outcomes will be crucial to understand how well health systems are responding to these challenges. Effective and affordable strategies to deal with this rising burden are an urgent priority for health systems in most parts of the world. Bill & Melinda Gates Foundation. Copyright © 2012 Elsevier Ltd. All rights reserved.
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            Perceived barriers and facilitators to mental health help-seeking in young people: a systematic review

            Background Adolescents and young adults frequently experience mental disorders, yet tend not to seek help. This systematic review aims to summarise reported barriers and facilitators of help-seeking in young people using both qualitative research from surveys, focus groups, and interviews and quantitative data from published surveys. It extends previous reviews through its systematic research methodology and by the inclusion of published studies describing what young people themselves perceive are the barriers and facilitators to help-seeking for common mental health problems. Methods Twenty two published studies of perceived barriers or facilitators in adolescents or young adults were identified through searches of PubMed, PsycInfo, and the Cochrane database. A thematic analysis was undertaken on the results reported in the qualitative literature and quantitative literature. Results Fifteen qualitative and seven quantitative studies were identified. Young people perceived stigma and embarrassment, problems recognising symptoms (poor mental health literacy), and a preference for self-reliance as the most important barriers to help-seeking. Facilitators were comparatively under-researched. However, there was evidence that young people perceived positive past experiences, and social support and encouragement from others as aids to the help-seeking process. Conclusions Strategies for improving help-seeking by adolescents and young adults should focus on improving mental health literacy, reducing stigma, and taking into account the desire of young people for self-reliance.
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              What is the impact of mental health-related stigma on help-seeking? A systematic review of quantitative and qualitative studies

              Psychological Medicine, 45(1), 11-27
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                Author and article information

                Contributors
                Mythily@imh.com.sg
                Journal
                Soc Psychiatry Psychiatr Epidemiol
                Soc Psychiatry Psychiatr Epidemiol
                Social Psychiatry and Psychiatric Epidemiology
                Springer Berlin Heidelberg (Berlin/Heidelberg )
                0933-7954
                1433-9285
                17 July 2019
                17 July 2019
                2020
                : 55
                : 11
                : 1415-1424
                Affiliations
                [1 ]GRID grid.414752.1, ISNI 0000 0004 0469 9592, Research Division, , Institute of Mental Health, ; Buangkok Green Medical Park, 10 Buangkok View, Singapore, 539747 Singapore
                [2 ]GRID grid.59025.3b, ISNI 0000 0001 2224 0361, Lee Kong Chian School of Medicine, ; Singapore, Singapore
                [3 ]GRID grid.414752.1, ISNI 0000 0004 0469 9592, CEO Office, Institute of Mental Health, ; Singapore, Singapore
                [4 ]GRID grid.490624.d, ISNI 0000 0004 0461 2178, Community Mental Health Division, , Agency for Integrated Care (AIC), ; Singapore, Singapore
                [5 ]GRID grid.415698.7, ISNI 0000 0004 0622 8735, Policy, Research and Evaluation Division, , Ministry of Health, ; Singapore, Singapore
                [6 ]GRID grid.414752.1, ISNI 0000 0004 0469 9592, Department of Psychosis and East Region, , Institute of Mental Health, ; Singapore, Singapore
                [7 ]GRID grid.415698.7, ISNI 0000 0004 0622 8735, Epidemiology and Disease Control Division, , Ministry of Health, ; Singapore, Singapore
                Author information
                http://orcid.org/0000-0003-4530-1096
                Article
                1748
                10.1007/s00127-019-01748-0
                7578124
                31317246
                98a08965-a206-4a4e-9108-f1034dd25589
                © The Author(s) 2019

                Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

                History
                : 24 December 2018
                : 10 July 2019
                Funding
                Funded by: Ministry of Health, Singapore
                Funded by: Temasek Foundation Innovates, Singapore
                Categories
                Original Paper
                Custom metadata
                © Springer-Verlag GmbH Germany, part of Springer Nature 2020

                Clinical Psychology & Psychiatry
                major depressive disorder,generalized anxiety disorder,obsessive compulsive disorder,alcohol use disorder,prevalence

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