Evidence map›Paper›PMID 42892818›Full record

ArticleOpen forum infectious diseases2026

Direct Cost Analysis of Diagnostic Pathways for Acute Vulvovaginal Candidiasis in Uganda: A Modeling Study.

Jonani Bwambale, Nakitende Patricia Peace, Ssebunya Enock, Gerald Mboowa, Anita Kisakye, Abel W Walekhwa, Felix Ocom, Alex R Ario, Betty Kivumbi Nannyonga

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Article in Open forum infectious diseases, 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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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

9 authors.

Jonani BwambaleUganda National Institute of Public Health (UNIPH), Ministry of Health, Kampala, Uganda.ORCID https://orcid.org/0009-0000-9719-3934
Nakitende Patricia PeaceClinical Laboratory, Sebbi Hospital, Nansana Municipality, Wakiso District, Uganda.
Ssebunya EnockKaris Medical Clinic, Kampala, Uganda.
Gerald MboowaThe African Centre of Excellence in Bioinformatics and Data-Intensive Sciences, Infectious Diseases Institute, Makerere University, Kampala, Uganda.ORCID https://orcid.org/0000-0001-8445-9414
Anita KisakyeUganda National Institute of Public Health (UNIPH), Ministry of Health, Kampala, Uganda.
Abel W WalekhwaIDEMU Mathematical Modelling Unit, Department of Epidemiology and Biostatistics, Makerere University School of Public Health, Kampala, Uganda.ORCID https://orcid.org/0000-0001-9690-4650
Felix OcomUganda National Institute of Public Health (UNIPH), Ministry of Health, Kampala, Uganda.
Alex R ArioUganda National Institute of Public Health (UNIPH), Ministry of Health, Kampala, Uganda.
Betty Kivumbi NannyongaDepartment of Mathematics, School of Physical Sciences, College of Natural Sciences, Makerere University, Kampala, Uganda.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Vulvovaginal candidiasis (VVC) is commonly managed syndromically or investigated using fungal culture. This study compared direct medical costs of 3 diagnostic pathways for acute VVC in Uganda. Methods: A decision-analytic cost model compared syndromic management, culture-based diagnosis, and microscopy-based diagnosis in a hypothetical cohort of 1000 symptomatic women. The proportion classified by the microscopy-based framework as meeting the model criteria for antifungal treatment (10.1%) was derived from 447 high vaginal swab records at Sebbi Hospital (2022-2025). Laboratory and antifungal costs were obtained from procurement records and Uganda Joint Medical Stores prices. The culture-based pathway incorporated a return-visit consultation fee. One-way sensitivity analyses were conducted, and a societal-perspective scenario used to assess cost differences between pathways. Results: Total direct costs per 1000 women were US dollar (USD) 10 761 for syndromic management, USD 35 565 for culture-based diagnosis, and USD 14 996 for microscopy-based diagnosis. Culture-based diagnosis was the costliest pathway under every condition examined, exceeding microscopy-based diagnosis by USD 20 568 and syndromic management by USD 24 804. Microscopy-based diagnosis did not generate net savings over syndromic management at base-case public-sector antifungal prices. The cost difference was most sensitive to the unit cost of microscopy and antifungal treatment. Selective fungal culture increased the cost of the microscopy-based pathway in a separate scenario analysis. For the base-case microscopy-based pathway, without selective fungal culture, the break-even antifungal unit price was USD 6.01 per treatment episode. Conclusions: Under the modeled assumptions, microscopy-based diagnosis becomes less costly than syndromic management when the antifungal treatment price exceeded the base-case break-even threshold.

Indexed as

fungal culturemicroscopysyndromic managementvulvovaginal candidiasis

Identifiers

PMID42892818
PMCPMC13675250

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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.