Evidence map›Paper›PMID 41880281›Full record

ArticlePloS one2026

Provider costs of Antiretroviral therapy (ART) in Zimbabwe: The value of using time-driven activity based costing methods in a low resource setting.

Juliet Gamuchirai Nyamasve, Carren Pindiriri, Tonderai Mapako, Alex Ingwani, Shevone Corbin, Owen Mugurungi, Tsitsi Apollo, Shepherd Chikomo, Kundai Chikambure, Shepherd Shamu and 5 more

Abstract read
In one paragraph

Article in PloS one, 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

15 authors.

Juliet Gamuchirai NyamasveDepartment of Global, Public Health and Family Medicine, University of Zimbabwe, Harare, Zimbabwe.ORCID https://orcid.org/0009-0001-3152-8567
Carren PindiririDepartment of Economics and Development, University of Zimbabwe, Harare, Zimbabwe.ORCID https://orcid.org/0000-0002-3903-2742
Tonderai MapakoNational Blood Service Zimbabwe, Harare, Zimbabwe.
Alex IngwaniAIDS and TB Programme, Ministry of Health and Child Care, Harare, Zimbabwe.
Shevone CorbinGlobal Fund, Global Health Campus, Geneva, Switzerland.
Owen MugurungiAIDS and TB Programme, Ministry of Health and Child Care, Harare, Zimbabwe.
Tsitsi ApolloAIDS and TB Programme, Ministry of Health and Child Care, Harare, Zimbabwe.
Shepherd ChikomoDepartment of Global, Public Health and Family Medicine, University of Zimbabwe, Harare, Zimbabwe.
Kundai ChikambureDepartment of Global, Public Health and Family Medicine, University of Zimbabwe, Harare, Zimbabwe.
Shepherd ShamuDepartment of Global, Public Health and Family Medicine, University of Zimbabwe, Harare, Zimbabwe.ORCID https://orcid.org/0000-0001-5169-5111
Linden MorrisonGlobal Fund, Global Health Campus, Geneva, Switzerland.
Nokuthula MujuruUnited Nations Development Programme Zimbabwe, Harare, Zimbabwe.
Emmanuel BoadiUnited Nations Development Programme Zimbabwe, Harare, Zimbabwe.
Tatjana PetersonGlobal Fund, Global Health Campus, Geneva, Switzerland.
Joconiah ChirendaDepartment of Global, Public Health and Family Medicine, University of Zimbabwe, Harare, Zimbabwe.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although ART has transformed HIV into a manageable chronic condition, significant cost and logistical challenges persist, threatening progress toward the UNAIDS 95-95-95 targets. Budget allocation to the health sector declined by over 30% in the last decade in Zimbabwe, attributed to donor fatigue and emergence of pandemics. The time-driven activity-based costing (TDABC) method was used to estimate the provider costs of ART and inform resource allocation for sustained ART programming. A descriptive cross-sectional study in 11 facilities across Zimbabwe's four levels of care collected data using standardized instruments, capturing over 2,500 provider-recipient observations. Process maps of HIV care pathways were developed with subject matter experts to document resource use and standard of care. Time taken to deliver ART services, cost of space and cost of equipment were used to calculate costs and validated by national level stakeholders. In 2022, annual provider costs for ART in totalled $168.66 million for 1.2 million patients. National costs are projected to $192.44 million by 2026, attributed to declining HIV-related mortality and incidence. Primary care facilities bore 75% of costs due to higher patient volume. Provider costs averaged $57.05 for adult ART initiation and $62.70 for paediatric initiation. First-year ART costs per client were $252.78 (adult) and $450.56 (paediatric). Annual maintenance costs were $138.93 for first-line and $174.93 for second-line ART. Laboratory services ($30.72) contributed more to adult ART costs than medicines ($27.98). ART costs exceeded prior estimates, driven by facility-level differences, laboratory expenses, and paediatric formulations. Task-shifting proved cost-efficient, but sustainability is threatened by funding gaps and low health worker compensation. Optimizing laboratory systems and decentralizing services remain critical. External funding withdrawal created an annual gap of more than $50 million. Sustaining ART to 2030, requires improving domestic resource mobilization, strengthening ART decentralization, and designing cost-efficient laboratory models that preserve treatment quality.

Indexed as

Anti-HIV AgentsHealth Care CostsHIV InfectionsCross-Sectional StudiesHumansResource-Limited SettingsZimbabweAnti-HIV Agents

Identifiers

PMID41880281
PMCPMC13016285

What OpenQuestion holds

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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.