Evidence map›Paper›PMID 41554801›Full record

ArticleScientific reports2026

Provider-perspective cost analysis of comprehensive pediatric cataract management in a low-income setting.

Broder Poschkamp, Rainald Duerksen, Motema Malemo Jaspe, Edith Mukwanseke, Andreas Stahl, Rudolf Guthoff, Astrid Moanda, Ellen Catrin Steinau, Janvier Kilangalanga Ngoy, Steffen Fleßa

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Broder PoschkampDepartment of Ophthalmology, University Medicine Greifswald, Ferdinand-Sauerbruch-Street, 17475, Greifswald, Germany. broder.poschkamp@med.uni-greifswald.de.
Rainald DuerksenFondation Vision RDC, Lassa avenue 09B, Mazal, Kinshasa/MontNgafula, Democratic Republic of the Congo.
Motema Malemo JaspeFondation Vision RDC, Lassa avenue 09B, Mazal, Kinshasa/MontNgafula, Democratic Republic of the Congo.
Edith MukwansekeSt. Joseph Hospital Kinshasa, Democratic Republic of the Congo, Kinshasa, Democratic Republic of the Congo.
Andreas StahlDepartment of Ophthalmology, University Medicine Greifswald, Ferdinand-Sauerbruch-Street, 17475, Greifswald, Germany.
Rudolf GuthoffInstitute for Biomedical Engineering, Rostock University Medical Center, Friedrich-Barnewitz-Street 4, 18119, Rostock, Germany.
Astrid MoandaRéhabilitation à Assise Communautaire (RAC/CBR), P.O. Box 322, Kinshasa, Democratic Republic of the Congo.
Ellen Catrin SteinauDepartment of Gynaecology, University Medicine Greifswald, Ferdinand- Sauerbruch-Street, 17475, Greifswald, Germany.
Janvier Kilangalanga NgoySt. Joseph Hospital Kinshasa, Democratic Republic of the Congo, Kinshasa, Democratic Republic of the Congo.
Steffen FleßaDepartment of Healthcare Management, University of Greifswald, Friedrich-Loeffler-Straße 70, 17487, Greifswald, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Childhood cataract is a leading cause of avoidable blindness in sub-Saharan Africa, but affected children rarely self-present. Therefore, programs must fund proactive case-finding and ongoing follow-up. We quantified, from a provider perspective, the costs of identification, surgery, follow-up, and rehabilitation in Kinshasa, DRC. We analyzed costs (March 2024) of a community-embedded program linked with hospital services. The pathway from screening to bilateral surgery and two-year follow-up was mapped. Costs (2024 USD) from hospital and payroll data and interviews were cross-checked regionally. A step-fixed model captured screening expansion; patient-incurred costs were excluded. The network held 32 screenings for ~ 134,400 people annually, identifying 38 children (28.3/100,000). Unit costs were $0.08 per person screened and $268.4 ± 53.7 per child (30.7%) identified; surgery $529 per child (60.5%); follow-up $77 ± 15.4 (8.8%). Average continuum cost was $875 ± 69.1 per child. Treating 38 children cost $33,245 ± 2,625.2 annually. Scaling to 1,000,000 people required eight teams, identifying 283 children at a program cost of $253,223 ± 20,678. Comprehensive pediatric cataract care is feasible at ~$875 per child when budgets include community case-finding, coordination, and follow-up alongside consumables and theatre. Volunteer-reliant case-finding and rehabilitation require funded core staff for stability. These data provide a pragmatic template for scaling programs in low-resource settings.

Indexed as

CataractCataract ExtractionBlindnessChildChild, PreschoolCosts and Cost AnalysisDemocratic Republic of the CongoFemaleHealth Care CostsHumansInfantMalePovertyCataract surgery costCost analysisDemocratic republic of the congoPediatric cataractScreening programs

Identifiers

PMID41554801
PMCPMC12823557

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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.