Evidence map›Paper›PMID 33789670›Full record

ArticleHuman resources for health2021

The cost of health workforce gaps and inequitable distribution in the Ghana Health Service: an analysis towards evidence-based health workforce planning and management.

James Avoka Asamani, Hamza Ismaila, Anna Plange, Victor Francis Ekey, Abdul-Majeed Ahmed, Margaret Chebere, John Koku Awoonor-Williams, Juliet Nabyonga-Orem

Abstract read
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Article in Human resources for health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.

0numbers the graph read from it
0cells of the map it votes in
41citing 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.

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3 · Its place in the literature

Who cites it

41 citing papers in PubMed.

  1. Trial
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  6. Global Perspectives in Plastic Surgery: View of Plastic Surgeons From Ghana.Plastic and reconstructive surgery. Global open · 2026
    Article
  7. Employed but Unpaid, Volunteers or Paradoxical Surplus? Sierra Leone's Unsalaried Health Workforce.The International journal of health planning and management · 2026
    Article
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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.

James Avoka AsamaniUniversal Health Coverage - Life Course, Inter-Country Support Team for Eastern and Southern Africa, World Health Organization, Regional Office for Africa, Harare, Zimbabwe. Asamanij@who.int.ORCID 0000-0003-0620-6010
Hamza IsmailaGhana Health Service, Private Mail Bag, Accra, Ghana.
Anna PlangeGhana Health Service, Private Mail Bag, Accra, Ghana.
Victor Francis Ekey *Ghana Health Service, Private Mail Bag, Accra, Ghana.
Abdul-Majeed Ahmed *Ghana Health Service, Private Mail Bag, Accra, Ghana.
Margaret ChebereGhana Health Service, Private Mail Bag, Accra, Ghana.
John Koku Awoonor-WilliamsGhana Health Service, Private Mail Bag, Accra, Ghana.
Juliet Nabyonga-OremUniversal Health Coverage - Life Course, Inter-Country Support Team for Eastern and Southern Africa, World Health Organization, Regional Office for Africa, Harare, Zimbabwe.

Funding

World Health Organization 001
6 · The paper itself

Abstract

backgroundDespite tremendous health workforce efforts which have resulted in increases in the density of physicians, nurses and midwives from 1.07 per 1000 population in 2005 to 2.65 per 1000 population in 2017, Ghana continues to face shortages of health workforce alongside inefficient distribution. The Ministry of Health and its agencies in Ghana used the Workload Indicators of Staffing Needs (WISN) approach to develop staffing norms and standards for all health facilities, which is being used as an operational planning tool for equitable health workforce distribution. Using the nationally agreed staffing norms and standards, the aim of this paper is to quantify the inequitable distribution of health workforce and the associated cost implications. It also reports on how the findings are being used to shape health workforce policy, planning and management.

methodsWe conducted a health workforce gap analysis for all health facilities of the Ghana Health Service in 2018 in which we compared a nationally agreed evidence-based staffing standard with the prevailing staffing situation to identify need-based gaps and inequitable distribution. The cost of the prevailing staffing levels was also compared with the stipulated standard, and the staffing cost related to inequitable distribution was estimated.

resultsIt was found that the Ghana Health Service needed 105,440 health workers to meet its minimum staffing requirements as at May 2018 vis-à-vis its prevailing staff at post of 61,756 thereby leaving unfilled vacancies of 47,758 (a vacancy rate of 41%) albeit significant variations across geographical regions, levels of service and occupational groups. Of note, the crude equity index showed that in aggregate, the best-staffed region was 2.17 times better off than the worst-staffed region. The estimated cost (comprising basic salaries, market premium and other allowances paid from central government) of meeting the minimum staffing requirements was estimated to be GH¢2,358,346,472 (US$521,758,069) while the current cost of staff at post was GH¢1,424,331,400 (US$315,117,566.37), resulting in a net budgetary deficit of 57% (~ US$295.4 million) to meet the minimum requirement of staffing for primary and secondary health services. Whilst the prevailing staffing expenditure was generally below the required levels, an average of 28% (range 14-50%) across the levels of primary and secondary healthcare was spent on staff deemed to have been inequitably distributed, thus providing scope for rationalisation. We estimate that the net budgetary deficit of meeting the minimum staffing requirement could be drastically reduced by some 30% just by redistributing the inequitably distributed staff. POLICY IMPLICATIONS: Efficiency gains could be made by redistributing the 14,142 staff deemed to be inequitably distributed, thereby narrowing the existing staffing gaps by 30% to 33,616, which could, in turn, be filled by leveraging synergistic strategy of task-sharing and/or new recruitments. The results of the analysis provided insights that have shaped and continue to influence important policy decisions in health workforce planning and management in the Ghana Health Service.

Indexed as

Health WorkforceWorkloadGhanaHealth ServicesHumansWorkforceHealth Workforce DistributionHealth Workforce policyHuman Resource Gaps AnalysisHuman Resources for HealthMaldistributionStaffing norms

Identifiers

PMID33789670
PMCPMC8010987

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.