Evidence map›Paper›PMID 41957799›Full record

ArticleMalaria journal2026

Malaria microscopy evaluation and quality assurance in rural clinics of Rarieda and Alego Usonga sub-counties of Siaya County, western Kenya.

Jonathan S Schultz, Oliver Towett, Kizito Obiet, Brian Seda, Kephas Otieno, Dennis Omondi, Wycliffe Odongo, Victoria Seffren, Philemon Wafula, Eunice Oreri and 5 more

Abstract readEvaluation Study
In one paragraph

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

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0citing papers in PubMed
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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

15 authors.

Jonathan S SchultzMalaria Branch, Division of Parasitic Diseases and Malaria, US Centers for Disease Control and Prevention, Kisumu, Kenya. jon.schultz@gmail.com.
Oliver TowettCentre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.
Kizito ObietCentre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.
Brian SedaCentre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.
Kephas OtienoCentre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.
Dennis OmondiCentre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.
Wycliffe OdongoMalaria Branch, Division of Parasitic Diseases and Malaria, US Centers for Disease Control and Prevention, Atlanta, GA, USA.
Victoria SeffrenMalaria Branch, Division of Parasitic Diseases and Malaria, US Centers for Disease Control and Prevention, Atlanta, GA, USA.
Philemon WafulaCounty Department of Health, Siaya, Kenya.
Eunice OreriCounty Department of Health, Siaya, Kenya.
Daniel P McDermottDepartment of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, UK.
Sarah G StaedkeDepartment of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, UK.
Titus K KwambaiMalaria Branch, Division of Parasitic Diseases and Malaria, US Centers for Disease Control and Prevention, Kisumu, Kenya.
Simon KariukiCentre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.
Julie R GutmanMalaria Branch, Division of Parasitic Diseases and Malaria, US Centers for Disease Control and Prevention, Atlanta, GA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAlthough rapid diagnostic tests (RDTs) are widely used for malaria diagnosis, they have notable limitations. Blood smear (BS) microscopy remains the gold standard, yet its reliability in public health facilities (HFs) across malaria-endemic regions of Kenya can be compromised by limited infrastructure, technical capacity, and quality assurance.

methodsWe assessed the quality of malaria microscopy in 29 HFs in Siaya County, western Kenya, from January-July 2024 by evaluating the concordance of routine HF BS results with expert microscopy. We evaluated the availability and quality of reagents, standard operating procedures, and infrastructure using the National Malaria Control Program (NMCP) technical supervision checklist which follows WHO-certified microscopy standards. Up to 60 participant slides were randomly selected over three visits and two slides were prepared for each participant. Slide 1 was prepared and read on-site as per routine HF practice, then re-examined by an expert microscopist using the HF microscope and again at the Kenya Medical Research Institute (KEMRI). Slide 2 was stained and read at KEMRI, serving as the gold standard. We evaluated factors and characteristics associated with accurate diagnosis using logistic regression.

resultsOf the 1,494 blood smears examined, 501 (34%) were positive. Concordance between routine microscopy and expert re-reading was 91% (1,289/1,414), ranging from 55% (6/11) to 100% (60/60) across health facilities. Percent agreement between HF slide 1 and slide 2 was 86% (1,276/1,485), with a range from 55% (6/11) to 98% (39/40) by HF. Compared to slide 2, sensitivity and specificity of HF results was 76% and 92%, respectively, resulting in undertreatment of 24% and overtreatment of 8% of patients. Those with parasitemia 1-100 p/μL had lower odds of accurate diagnosis (OR = 0.12; 95% CI: 0.05-0.29; p < 0.001) while specimens with parasite densities > 10,000 p/μL had higher odds of accurate diagnosis (OR = 6.08; 95% CI: 2.22-25.1; p = 0.002), indicating a positive association between parasite density and diagnostic accuracy. Six (21%) of HFs had poor quality BS with debris or contamination.

conclusionsWhile overall concordance was high, the variability in results by HF, limited accuracy at low parasite densities, and challenges with required infrastructure highlight the need for ongoing malaria microscopy quality assurance to ensure proper case management.

Indexed as

MalariaMicroscopyQuality Assurance, Health CareHumansKenyaDiagnosticsMalariaMicroscopyParasitemiaPlasmodium falciparumQuality assurance

Identifiers

PMID41957799
PMCPMC13181933

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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.