Evidence map›Paper›PMID 30446416›Full record

ArticleThe Lancet. Public health2019

Disease burden and government spending on mental, neurological, and substance use disorders, and self-harm: cross-sectional, ecological study of health system response in the Americas.

Daniel V Vigo, Devora Kestel, Krishna Pendakur, Graham Thornicroft, Rifat Atun

Erratum issuedOpen access · goldAbstract read
PubMed Publisher
In one paragraph

Article in The Lancet. Public health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 83 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
83citing papers in PubMed, 2 pooled it
19.0field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

83 citing papers in PubMed, 2 syntheses or guidelines pooled it, 173 citations in OpenAlex.

  1. Pooled it
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  5. Article
  6. Is mental health in Colombia a right or a privilege?Biomedica : revista del Instituto Nacional de Salud · 2026
    Review
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  18. The WPA Action Plan 2023-2026.World psychiatry : official journal of the World Psychiatric Association (WPA) · 2024
    Article
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  20. Article

23 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 4 institutions in 3 countries.

Daniel V VigoCentre for Applied Research on Mental Health and Addictions, Simon Fraser University, Vancouver, BC, Canada; Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA; Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada; Department of Global Health and Population, Harvard TH Chan School of Public Health, Boston, MA, USA.
Devora KestelMental Health Unit, Pan American Health Organization, Washington, DC, USA.
Krishna PendakurDepartment of Economics, Simon Fraser University, Burnaby, BC, Canada.
Graham ThornicroftCentre for Global Mental Health, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
Rifat AtunDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA; Department of Global Health and Population, Harvard TH Chan School of Public Health, Boston, MA, USA. Electronic address: ratun@hsph.harvard.edu.
Harvard University · USKing's College London · GBSimon Fraser University · CAWorld Health Organization Regional Office for the Americas · US

Funding

COBALT: Comorbid Affective Disorders, AIDS/HIV, and Long Term HealthR01MH100470 · NIMH · KING'S COLLEGE LONDON · PI FAIRALL, LARA ROSEMARY, PETERSEN, INGE · 2013 to 2018
$2.0M
Medical Research Council MR/S001255/1NIMH NIH HHS R01 MH100470
6 · The paper itself

Abstract

backgroundDisorders affecting mental health are highly prevalent, can be disabling, and are associated with substantial premature mortality. Yet national health system responses are frequently under-resourced, inefficient, and ineffective, leading to an imbalance between disease burden and health expenditures. We estimated the disease burden in the Americas caused by disorders affecting mental health. This measure was adjusted to include mental, neurological, and behavioural disorders that are frequently not included in estimates of mental health burden. We propose a framework for assessing the imbalance between disease burden and health expenditures.

methodsIn this cross-sectional, ecological study, we extracted disaggregated disease burden data from the Global Health Data Exchange to produce country-level estimates for the proportion of total disease burden attributable to mental disorders, neurological disorders, substance use disorders, and self-harm (MNSS) in the Americas. We collated data from the WHO Assessment Instrument for Mental Health Systems and the WHO Mental Health Atlas on country-level mental health spending as a proportion of total government health expenditures, and of psychiatric hospital spending as a proportion of mental health expenditures. We used a metric capturing the imbalance between disease burden and mental health expenditures, and modelled the association between this imbalance and real (ie, adjusted for purchasing power parity) gross domestic product (GDP).

findingsData were collected from July 1, 2016, to March 1, 2017. MNSS comprised 19% of total disability-adjusted life-years in the Americas in 2015. Median spending on mental health was 2·4% (IQR 1·3-4·1) of government health spending, and median allocation to psychiatric hospitals was 80% (52-92). This spending represented an imbalance in the ratio between disease burden and efficiently allocated spending, ranging from 3:1 in Canada and the USA to 435:1 in Haiti, with a median of 32:1 (12-170). Mental health expenditure as a proportion of government health spending was positively associated with real GDP (β=0·68 [95% CI 0·24-1·13], p=0·0036), while the proportion allocated to psychiatric hospitals (β=-0·5 [-0·79 to -0·22], p=0·0012) and the imbalance in efficiently allocated spending (β=-1·38 [-1·97 to -0·78], p=0·0001) were both inversely associated with real GDP. All estimated coefficients were significantly different from zero at the 0·005 level.

interpretationA striking imbalance exists between government spending on mental health and the related disease burden in the Americas, which disproportionately affects low-income countries and is likely to result in undertreatment, increased avoidable disability and mortality, decreased national economic output, and increased household-level health spending.

fundingWeatherhead Center for International Affairs, Harvard University.

Indexed as

Cost of IllnessCentral AmericaCross-Sectional StudiesDelivery of Health CareFinancing, GovernmentHealth ExpendituresHumansMental DisordersNervous System DiseasesNorth AmericaSelf-Injurious BehaviorSouth America

Identifiers

PMID30446416
OpenAlexW2901786346

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.