Evidence map›Paper›PMID 39789095›Full record

ArticleScientific reports2025

Proposed framework for the integration of refractive error services into the eye health ecosystem in Kenya via social enterprise.

Shadrack Muma, Kovin Shunmugam Naidoo, Rekha Hansraj

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

3 authors.

Shadrack MumaCollege of Health Sciences, Department of Optometry, University of KwaZulu-Natal, Durban, South Africa. mumashadrack275@gmail.com.ORCID 0000-0002-0598-1632
Kovin Shunmugam NaidooCollege of Health Sciences, Department of Optometry, University of KwaZulu-Natal, Durban, South Africa.
Rekha HansrajCollege of Health Sciences, Department of Optometry, University of KwaZulu-Natal, Durban, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The global burden of uncorrected refractive error demands for adoption of different approaches inclined towards scaling effective refractive error coverage. While innovative approaches such as utilization of telemedicine is being adopted by social enterprises in different parts of the world to scale refractive error service delivery, commercial entrepreneurship still dominates the optical industry in Kenya with minimal focus on accessibility and affordability. However, to achieve effective refractive error coverage across the economic pyramid, integration of enterprises inclined towards fulfilling a social mission through innovative approaches such as telemedicine is desirable. This study thus developed a framework for the integration of refractive error services into the eye health ecosystem in Kenya, via social enterprise. This was an exploratory study which entailed a scoping review of current models used by social enterprises and development of a framework for the integration of refractive error services into the eye health ecosystem via social enterprises, through expert opinion. The data was collected through telephonic and online interviews with key opinion leaders. The preliminary framework developed was presented to the key opinion leaders for comments and inputs through the Delphi technique. Thereafter, the final proposed framework for integration of refractive error services into the eye health ecosystem in Kenya via a social enterprise was developed. All of the key opinion leaders 10 (100%) agreed that social enterprises are worthy of attention when it comes to scaling cost effective refractive error service delivery in Kenya. A total of (n = 28; 80%) Key Opinion leaders identified vision centres, (n = 28; 80.0%) cross-subsidization, (n = 32; 91.4%) skills development, (n = 35; 100%) partnership and (n = 35; 100%) technology as critical components in scaling effective refractive error coverage in a resource constrained country such as Kenya. There was consensus among all the key opinion leaders (n = 35; 100%) that social enterprises are well placed to implement innovative approaches such as telemedicine to scale effective refractive error coverage in Kenya. The framework developed integrates aspects such as technology, partnership, referral, cross-subsidization, skills development and vision centres. It is anticipated that through engagement of social enterprises, integration of critical aspects such as human resources, awareness/education, cost efficiency, research and service delivery could potentially be enhanced.

Indexed as

Refractive ErrorsEcosystemHumansKenyaTelemedicineFrameworkIntegrationRefractive errorSocial enterpriseTelemedicine

Identifiers

PMID39789095
PMCPMC11718059

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.