Evidence map›Paper›PMID 35772807›Full record

ArticleBMJ global health2022

Investing in the health workforce: fiscal space analysis of 20 countries in East and Southern Africa, 2021-2026.

James Avoka Asamani, Jesse Kigozi, Brivine Sikapande, Christmal Dela Christmals, Sunny C Okoroafor, Hamza Ismaila, Adam Ahmat, Jennifer Nyoni, Juliet Nabyonga-Orem, Kasonde Mwinga

Abstract read
In one paragraph

Article in BMJ global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Barriers to Implementing Specialist and Advanced Specialist Nursing Roles in Jordan: Perspectives of Regulators, Nursing Leaders, and Educators.Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing · 2026
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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

10 authors.

James Avoka AsamaniHealth Workforce Unit, Universal Health Coverage - Life Course Cluster, World Health Organization Regional Office for Africa, Brazzaville, Congo Asamanij@who.int.ORCID 0000-0003-0620-6010
Jesse KigoziHealth Economics Unit, University of Birmingham, Birmingham, UK.
Brivine SikapandeMonitoring and Evaluation Unit, Zambia Ministry of Health, Lusaka, Zambia.
Christmal Dela ChristmalsFaculty of Health Sciences, Centre for Health Professions Education, North-West University, Potchefstroom, South Africa.ORCID 0000-0003-1811-0008
Sunny C OkoroaforHealth Workforce Unit, Universal Health Coverage - Life Course Cluster, World Health Organization Regional Office for Africa, Brazzaville, Congo.
Hamza IsmailaOffice of the Director-General, Headquarters, Ghana Health Service, Accra, Ghana.
Adam AhmatHealth Workforce Unit, Universal Health Coverage - Life Course Cluster, World Health Organization Regional Office for Africa, Brazzaville, Congo.
Jennifer NyoniHealth Workforce Unit, Universal Health Coverage - Life Course Cluster, World Health Organization Regional Office for Africa, Brazzaville, Congo.
Juliet Nabyonga-OremHealth Financing and Investment Unit, Universal Health Coverage - Life Course Cluster, World Health Organization Regional Office for Africa, Brazzaville, Congo.ORCID 0000-0002-1061-8678
Kasonde MwingaUniversal Health Coverage - Life Course Cluster, World Health Organization Regional Office for Africa, Brazzaville, Congo.

Funding

World Health Organization 001
6 · The paper itself

Abstract

BACKGROUND AND

objectivesThe health workforce (HWF) is at the core of ensuring an efficient, effective and functional health system, but it faces chronic underinvestment. This paper presents a fiscal space analysis of 20 countries in East and Southern Africa to generate sustained evidence-based advocacy for significant and smarter investment in the HWF.

methodsWe adapted an established empirical framework for fiscal space analysis and applied it to the HWF. Country-specific data were curated and triangulated from publicly available datasets and government reports to model the fiscal space for the HWF for each country. Based on the current knowledge, three scenarios (business as-usual, optimistic and very optimistic) were modelled and compared.

findingsA business-as-usual scenario shows that the cumulative fiscal space across the 20 countries is US$12.179 billion, which would likely increase by 28% to US$15.612 billion by 2026 but varies across countries-the highest proportional increases expected in Seychelles (117%) and Mozambique (69%) but lowest in Zambia (15%). Under optimistic assumptions, allocating an additional 1.5% of gross domestic product (GDP) to health even without further prioritising the proportional allocation to the wage bill could boost the cumulative fiscal space for HWF by US$4.639 billion. In a very optimistic scenario of a 1.5% increase in health expenditure as a proportion of GDP and further prioritisation of HWF within the health expenditure, the cumulative fiscal space for HWF could improve by some 105%-ranging from 24% in Zambia to 330% in Lesotho.

conclusionSmall increments in government health expenditure and increased prioritisation of HWF in funding in tandem with the 57% global average could potentially increase the fiscal space for HWF by at least 32% in 11 countries. Unless the HWF is sufficiently prioritised within the health expenditures, only increasing the overall health expenditure to even recommended levels would still portend severe underinvestment in HWF amid unabating shortages to deliver health services. Thus, HWF strategies and investment plans should include fiscal space analysis to deepen advocacy for sustainable investment in the HWF.

Indexed as

Health ExpendituresHealth WorkforceAfrica, SouthernGross Domestic ProductHealth ServicesHumanshealth economicshealth policyhealth services researchhealth systemsmathematical modelling

Identifiers

PMID35772807
PMCPMC9247660

What OpenQuestion holds

Textmetadata
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.