Evidence map›Paper›PMID 29325556›Full record

ArticleHuman resources for health2018

Forecasting imbalances in the global health labor market and devising policy responses.

Richard M Scheffler, James Campbell, Giorgio Cometto, Akiko Maeda, Jenny Liu, Tim A Bruckner, Daniel R Arnold, Tim Evans

Abstract read
In one paragraph

Article in Human resources for health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers.

0numbers the graph read from it
0cells of the map it votes in
49citing papers in PubMed
–field-weighted citation impact
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

49 citing papers in PubMed.

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  19. Methods and Tools Used to Estimate the Shortages of Medical Staff in European Countries-Scoping Review.International journal of environmental research and public health · 2023
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Richard M SchefflerSchool of Public Health and Goldman School of Public Policy, University of California, Berkeley, Berkeley, CA, United States of America. rscheff@berkeley.edu.
James CampbellHealth Workforce Department, World Health Organization, Geneva, Switzerland.
Giorgio ComettoHealth Workforce Department, World Health Organization, Geneva, Switzerland.
Akiko MaedaOrganisation for Economic Co-operation and Development (OECD), Paris, France.
Jenny LiuInstitute for Health and Aging, Department of Social and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States of America.
Tim A BrucknerSchool of Public Health, University of California, Irvine, Irvine, CA, United States of America.
Daniel R ArnoldSchool of Public Health, University of California, Berkeley, CA, United States of America.
Tim EvansThe World Bank, Washington, DC, United States of America.

Funding

World Health Organization 001
6 · The paper itself

Abstract

backgroundThe High-Level Commission on Health Employment and Economic Growth released its report to the United Nations Secretary-General in September 2016. It makes important recommendations that are based on estimates of over 40 million new health sector jobs by 2030 in mostly high- and middle-income countries and a needs-based shortage of 18 million, mostly in low- and middle-income countries. This paper shows how these key findings were developed, the global policy dilemmas they raise, and relevant policy solutions.

methodsRegression analysis is used to produce estimates of health worker need, demand, and supply. Projections of health worker need, demand, and supply in 2030 are made under the assumption that historical trends continue into the future.

resultsTo deliver essential health services required for the universal health coverage target of the Sustainable Development Goal 3, there will be a need for almost 45 million health workers in 2013 which is projected to reach almost 53 million in 2030 (across 165 countries). This results in a needs-based shortage of almost 17 million in 2013. The demand-based results suggest a projected demand of 80 million health workers by 2030.

conclusionsDemand-based analysis shows that high- and middle-income countries will have the economic capacity to employ tens of millions additional health workers, but they could face shortages due to supply not keeping up with demand. By contrast, low-income countries will face both low demand for and supply of health workers. This means that even if countries are able to produce additional workers to meet the need threshold, they may not be able to employ and retain these workers without considerably higher economic growth, especially in the health sector.

Indexed as

Delivery of Health CareEmploymentGlobal HealthHealth PolicyHealth WorkforceDeveloped CountriesDeveloping CountriesEconomic DevelopmentForecastingGoalsHealth Care SectorHealth PersonnelHealth ServicesHealth Services Needs and DemandHumansResearch ReportGlobal healthHealth workforce

Identifiers

PMID29325556
PMCPMC5765602

What OpenQuestion holds

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LicenceCC BY
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.