Evidence map›Paper›PMID 29893874›Full record

ArticleJournal of public health (Oxford, England)2019

Does the density of the health workforce predict adolescent health? A cross-sectional, multilevel study of 38 countries.

Kira E Riehm, Eric Latimer, Amélie Quesnel-Vallée, Gonneke W J M Stevens, Geneviève Gariépy, Frank J Elgar

Abstract read
In one paragraph

Article in Journal of public health (Oxford, England), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Observational
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

6 authors.

Kira E RiehmDepartment of Psychiatry, McGill University, Montreal, Canada.
Eric LatimerDepartment of Psychiatry, McGill University, Montreal, Canada.
Amélie Quesnel-ValléeDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Canada.
Gonneke W J M StevensCentre for Child and Adolescent Studies, Utrecht University, Utrecht, The Netherlands.
Geneviève GariépyInstitute for Health and Social Policy, McGill University, Montreal, Canada.
Frank J ElgarDepartment of Psychiatry, McGill University, Montreal, Canada.

Funding

PSYCHIATRIC EPIDEMIOLOGY TRAINING PROGRAMT32MH014592 · NIMH · JOHNS HOPKINS UNIVERSITY · PI HEATHER E VOLK, Peter P. Zandi · 1985 to 2026
$8.5M
CIHR MOP-133519NIMH NIH HHS T32 MH014592
6 · The paper itself

Abstract

backgroundScant evidence exists on the relation between the availability of health professionals and adolescent health, and whether the size of the health workforce equally benefits adolescents across socioeconomic strata.

methodsWe conducted a cross-sectional analysis of adolescent health in 38 countries. Data from 218 790 adolescents were drawn from the 2013/2014 Health Behavior in School-aged Children survey. We used multilevel regression analyses to examine the association between the density of the health workforce and psychosomatic and mental health symptoms with differences in country wealth and income inequality controlled.

resultsA higher density of psychologists was associated with better self-reported mental health in adolescents (P = 0.047); however, this finding was not robust to sensitivity analyses. The densities of physicians and psychiatrists were not significantly associated with better adolescent psychosomatic or mental health. Cross-level interactions between the health workforce and socioeconomic status did not relate to health, indicating that larger health workforces did not reduce socioeconomic differences in adolescent health.

conclusionsThis study found that adolescents in countries with a higher density of health providers do not report better psychosomatic or mental health. Other social or structural factors may play larger roles in adolescent health.

Indexed as

Adolescent HealthHealth StatusAdolescentCross-Sectional StudiesDatabases, FactualFemaleGlobal HealthHealth SurveysHealth WorkforceHumansMaleRegression AnalysisWorld Health Organizationhealth servicesmental healthyoung people

Identifiers

PMID29893874
PMCPMC6459357

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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.