ArticleBMJ open2023
Integrating eye care in low-income and middle-income settings: a scoping review.
Article in BMJ open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 3 of them syntheses that pooled 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.
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
17 citing papers in PubMed, 3 syntheses or guidelines pooled it, 12 citations in OpenAlex.
- Factors that influence eye care utilization in Nigeria: a systematic review.BMC public health · 2026Pooled it
- Pooled it
- Approaches for delivery of refractive and optical care services in community and primary care settings.The Cochrane database of systematic reviews · 2024Pooled it
- Outcomes of Low Vision Rehabilitation Programs for Children: A Prospective Observational Cohort Study.Children (Basel, Switzerland) · 2026Article
- Service users' perspectives on primary eye care services following performance-based financing in Rwanda: an exploratory qualitative study.International journal for equity in health · 2026Article
- Validation of 3nethra specto, a wearable digital subjective refractor versus conventional subjective refraction for refractive error measurement in young adults: a comparative study.BMJ open ophthalmology · 2026Article
- Subjective and objective visual impairment and all-cause mortality in older US adults: the role of physical activity and depressive symptoms in NHANES 2007-2008.BMJ open ophthalmology · 2026Article
- Assessment of organizational readiness for integrating primary eye care into primary healthcare: a mixed-method pre-implementation study in rural Xinjiang.BMC primary care · 2026Article
- Human resources, infrastructure, and supply systems for refractive error care in Bhutan: A WHO RESAT analysis.BMC health services research · 2026Article
- Implementing effective cataract surgical coverage: a comparative qualitative study in Kenya and Nepal.BMJ global health · 2026Article
- From Aid Dependency to Self-Reliance: Lessons From Sierra Leone and Rwanda's Strategies for Eliminating Preventable Blindness in Africa: A Perspective Study.Health science reports · 2026Article
- From national strategy to local implementation: a policy analysis of eye health integration and financing in Kenya's devolved health system.Frontiers in public health · 2026Article
- Building the Optometry Workforce in Somalia: A Strategic Approach to Preventing Avoidable Blindness and Expanding Access to Vision Care.Clinical optometry · 2026Article
- The effect of eye health system strengthening on the productivity of services: a before-and-after evaluation conducted in seven counties in Kenya.Frontiers in health services · 2026Article
- 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
- Process and Outcome Evaluation of Integrating Primary Eye Care into Primary Healthcare: A Quasi-Experimental Study in Rural China.International journal of integrated careArticle
- Code-Free Deep Learning Glaucoma Detection on Color Fundus Images.Ophthalmology scienceArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesIntegrated people-centred eye care has been recommended as a strategic framework for reducing global vision impairment and blindness. The extent to which eye care has integrated with other services has not been widely reported. We aimed to investigate approaches to integrating eye care service delivery with other systems in low resource settings, and identify factors associated with integration.
designRapid scoping review based on Cochrane Rapid Review and Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. DATA SOURCES: MEDLINE, Embase, Web of Science, Scopus and Cochrane Library databases were searched in September 2021. ELIGIBILITY CRITERIA: Papers with interventions involving eye care or preventative eye care integrated into other health systems, peer-reviewed in English, conducted in low-income or middle-income countries, and published between January 2011 and September 2021 were included. DATA EXTRACTION AND SYNTHESIS: Two independent reviewers screened, quality appraised and coded included papers. A deductive-inductive iterative analysis approach was used with a focus on integrating service delivery.
resultsThe search identified 3889 potential papers, of which 24 were included. Twenty papers incorporated more than one intervention type (promotion, prevention and/or treatment), but none included rehabilitation. Most articles involved human resources development yet rarely appeared to be people-centred. The level of integration was associated with building relationships and enhancing service coordination. Integrating human resources was challenged by the need for ongoing support and worker retention. In primary care settings, workers were often already at full capacity, had competing priorities, varying capabilities and limited motivation. Additional barriers included inadequate referral and information systems, poor supply chain management and procurement practices and finite financing.
conclusionIntegrating eye care into low resource health systems is a challenging task, compounded by resource limitations, competing priorities and ongoing support needs. This review highlighted a need for people-centred approaches to future interventions, and further investigation into integrating vision rehabilitation services.
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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.