Evidence map›Paper›PMID 42523960›Full record

ArticleFrontiers in health services2026

The effect of eye health system strengthening on the productivity of services: a before-and-after evaluation conducted in seven counties in Kenya.

Joyce Koech, Jefitha Karimurio, Mary B Adam, Babar Qureshi, Susann Fritzsche, Faith Kasoly

Abstract read
In one paragraph

Article in Frontiers in health services, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Joyce KoechInstitute of Healthcare Management, Strathmore Business School, Nairobi, Kenya.
Jefitha KarimurioInstitute of Healthcare Management, Strathmore Business School, Nairobi, Kenya.
Mary B AdamInstitute of Healthcare Management, Strathmore Business School, Nairobi, Kenya.
Babar QureshiInclusive Health Initiative, Christian Blind Mission, Cambridge, United Kingdom.
Susann FritzscheInclusive Health Initiative, Christian Blind Mission, Bensheim, Germany.
Faith KasolyInclusive Health Initiative, Christian Blind Mission, Nairobi, Kenya.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Health system strengthening is essential for achieving universal eye health coverage, yet evidence on the combined effect of simultaneous investments in infrastructure, human resource, equipment, and governance remains limited in low- and middle-income countries. This study evaluated the effect of a multi-component health system intervention on productivity of eye service in seven Kenyan counties. Methods: A before-and-after study was conducted using longitudinal program data from the Vision Impact Project (2021-2024), a partnership between Christian Blind Mission (CBM), Kenya's Ministry of Health, county governments, and implementing partners. The intervention comprised: eye unit establishment; training of core eye health workers; provision of ophthalmic equipment; and establishment of county eye health technical working groups. Data sources included pre-implementation situation analysis (2019), project monitoring data, Kenya Health Information System, Kenya national population census data, and structured facility surveys. Results: The number of facilities, providing eye care services, increased from 5 to 27 across seven counties between 2019 and 2024. The training of 72 core eye health workers addressed 48% of the total workforce deficit at baseline across counties. Of 53 purposively selected high-value equipment, 50 (94.0%) were fully operational, 49 (92.0%) were routinely used, and 33 (62.0%) were first acquisitions. 7 out of 8 secondary level facilities reported reduced patient referrals to higher-level facilities. Five counties showed increased Cataract Surgical Rates (CSR). Each county established a functional eye health technical working group (TWG), with the inclusion of county eye health coordinators into County Health Management Committees (CHMCs). Discussion: Concurrent investment in facility infrastructure, human resources, equipment, and governance strengthening was associated with improved productivity of services in most of the counties. Variability in outcomes underscores that health system strengthening efforts should be intensified to broader health system constraints to achieve universal eye health coverage in Kenya.

Indexed as

eye healthhealth servicehealth system strengthening (HSS)health workforceinterventionophthalmic equipment

Identifiers

PMID42523960
PMCPMC13407988

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Registered trials

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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.