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.
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.
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.
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.
Who cites it
41 citing papers in PubMed.
- Trial-based economic evaluation of the system-integrated activation of community health volunteers in rural Ghana.Global health action · 2023Trial
- Integrating a Non-Communicable Disease Care Cascade within Ghana's Community-Based Health Planning and Services (CHPS) Program: the COMBINE Pilot Implementation Trial.medRxiv : the preprint server for health sciences · 2026Article
- Transforming reproductive healthcare delivery through telemedicine services expansion: evidence from a mixed-methods pilot evaluation in rural Ghana.BMJ global health · 2026Article
- Psychological distress and Africentric coping strategies among nurses in Ghana: prevalence, correlates and predictors.BMC nursing · 2026Article
- Knowledge and Practice Gaps in Anaemia Prevention and Management Among Patients and Health Providers in Northern Ghana: A Comparative Cross-Sectional Study.Health science reports · 2026Article
- Global Perspectives in Plastic Surgery: View of Plastic Surgeons From Ghana.Plastic and reconstructive surgery. Global open · 2026Article
- Employed but Unpaid, Volunteers or Paradoxical Surplus? Sierra Leone's Unsalaried Health Workforce.The International journal of health planning and management · 2026Article
- Article
- Optimizing health workforce distribution and satisfaction in Ghana's Upper East Region: a quantitative analysis of intrinsic and extrinsic predictors.The Pan African medical journal · 2026Article
- Exploring the Nature and Impact of Nurse Workload on Care: A Qualitative Study in Health Facilities in a Resource-Limited Municipality.Journal of nursing management · 2026Article
- Prevalence and social determinants of anxiety and depressive disorders and symptoms among adults in Ghana: A systematic review and meta-analysis.Global mental health (Cambridge, England) · 2026Review
- Article
- Patterns and trends in antimalarial dispensing practices in Ghana: a retrospective analysis of outreach training and supportive supervision data (2018-2022).Malaria journal · 2025Observational
- Catastrophic health payments in Ghana post-National Health Insurance Scheme implementation: an analysis of service-specific health expenditures.BMJ global health · 2025Article
- Factors shaping the mental health of healthcare workers during the COVID-19 pandemic: a qualitative study in Ghana.BMC health services research · 2025Article
- Exploring the unemployment crisis among speech therapists and audiologists in South Africa: perspectives on institutional roles, professional bodies, and the path to job creation.BMC health services research · 2025Article
- "…They were just treating her Symptom by Symptom": maternal experiences of having a child with spinal muscular atrophy in Ghana.BMC palliative care · 2025Article
- Mental health burden among healthcare workers in Kintampo North Municipal Hospital: A descriptive analysis of stress, depression, and anxiety based on Job Demands-Resources (JD-R) model.PLOS mental health · 2025Article
- A policy in stagnation: addressing inequalities in the distribution of emergency obstetric and neonatal care in Ghana.Frontiers in global women's health · 2025Article
- Ballpark Estimates of Budget Space for Health Workforce Investments in the 47 Countries of the WHO African Region: A Modelling Study.Health services insights · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
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
Identifiers
What OpenQuestion holds
Registered trials
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.