ArticleHuman resources for health2014
Mapping human resources for eye health in 21 countries of sub-Saharan Africa: current progress towards VISION 2020.
Article in Human resources for health, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 92 papers, 2 of them syntheses that pooled it.
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Who cites it
92 citing papers in PubMed, 2 syntheses or guidelines pooled it, 160 citations in OpenAlex.
- Current landscape and research gaps in artificial intelligence for ophthalmic nursing: a scoping review.Frontiers in medicine · 2026Pooled it
- Interventions to improve school-based eye-care services in low- and middle-income countries: a systematic review.Bulletin of the World Health Organization · 2018Pooled it
- Visual Difficulties and Uptake of Optical Correction Among Malawians: Insights from the 2024 Demographic and Health Survey.International journal of environmental research and public health · 2026Article
- Ophthalmic policy implementation in Ethiopia: barriers and enablers from a mixed-methods stakeholder study.BMC health services research · 2026Article
- Over-the-counter provision of near-vision spectacles: opportunities to grow.Community eye health · 2026Article
- Assessment of human resource for eye health services in Southern Ethiopia.Human resources for health · 2025Article
- Glaucoma case finding and management among optometrists in Ghana and Nigeria.Optometry and vision science : official publication of the American Academy of Optometry · 2025Article
- Do neonatal intensive care unit (NICU) health workers know about retinopathy of prematurity (ROP)? A qualitative study at a Regional Referral Hospital in Uganda.BMJ paediatrics open · 2025Article
- Evaluating the access and utilization of eyecare services after the adoption of eyecare PBF and its financial sustainability: the case of Rwanda.BMC health services research · 2025Article
- Situation analysis of the social enterprises engaged in refractive error services delivery in Kenya.BMC health services research · 2025Article
- Progress towards the elimination of trachoma as a public health problem in four counties of Eastern Equatoria State, Republic of South Sudan.Tropical medicine & international health : TM & IH · 2025Article
- Proposed framework for the integration of refractive error services into the eye health ecosystem in Kenya via social enterprise.Scientific reports · 2025Article
- The Comparison Between Arclight Loupe and Handheld Slit Lamp in Anterior Segment Eye Disease Diagnosis.Medical devices (Auckland, N.Z.) · 2025Article
- Article
- Global, regional, and national burden of cataract among older adults from 1990 to 2021: a comprehensive analysis based on the global burden of disease study 2021.Frontiers in medicine · 2025Article
- An Exploratory-Descriptive Qualitative Study on Accessing Eye Health Services at the Community Level in the Gamo and Gofa Zones, Southern Ethiopia.Health science reports · 2024Article
- Delayed Surgical Reversal of Optic Nerve Compression Leads to Exponential Degeneration of Optic Nerve Fibers and Selective Sparing of the Small Fibers.Investigative ophthalmology & visual science · 2024Article
- Telemedicine integration into the eye health ecosystem in scaling of effective refractive error coverage in Kenya.Scientific reports · 2024Article
- Assessing the cataract surgical rate and gender equity in cataract services in south-east Nigeria.BMJ open ophthalmology · 2024Article
- Optometry students' experiences of their clinical training: A qualitative study in a low- resource setting.Research square · 2024Article
32 more citing papers are in PubMed but not listed here.
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Authors and funding
10 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDevelopment of human resources for eye health (HReH) is a major focus of the Global Action Plan 2014 to 2019 to reduce the prevalence of avoidable visual impairment by 25% by the year 2019. The eye health workforce is thought to be much smaller in sub-Saharan Africa than in other regions of the world but data to support this for policy-making is scarce. We collected HReH and cataract surgeries data from 21 countries in sub-Sahara to estimate progress towards key suggested population-based VISION 2020 HReH indicators and cataract surgery rates (CSR) in 2011.
methodsRoutinely collected data on practitioner and surgery numbers in 2011 was requested from national eye care coordinators via electronic questionnaires. Telephone and e-mail discussions were used to determine data collection strategies that fit the national context and to verify reported data quality. Information was collected on six practitioner cadres: ophthalmologists, cataract surgeons, ophthalmic clinical officers, ophthalmic nurses, optometrists and 'mid-level refractionists' and combined with publicly available population data to calculate practitioner to population ratios and CSRs. Associations with development characteristics were conducted using Wilcoxon rank sum tests and Spearman rank correlations.
resultsHReH data was not easily available. A minority of countries had achieved the suggested VISION 2020 targets in 2011; five countries for ophthalmologists/cataract surgeons, four for ophthalmic nurses/clinical officers and two for CSR. All countries were below target for optometrists, even when other cadres who perform refractions as a primary duty were considered. The regional (sample) ratio for surgeons (ophthalmologists and cataract surgeons) was 2.9 per million population, 5.5 for ophthalmic clinical officers and nurses, 3.7 for optometrists and other refractionists, and 515 for CSR. A positive correlation between GDP and CSR as well as many practitioner ratios was observed (CSR P = 0.0042, ophthalmologists P = 0.0034, cataract surgeons, ophthalmic nurses and optometrists 0.1 > P > 0.05).
conclusionsWith only a minority of countries in our sample having reached suggested ophthalmic cadre targets and none having reached targets for refractionists in 2011, substantially more targeted investment in HReH may be needed for VISION 2020 aims to be achieved in sub-Saharan Africa.
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