Evidence map›Paper›PMID 37145288›Full record

ArticleAIDS and behavior2023

National Evaluation of HIV Service Resource Allocation in Tanzania.

Ryan K McBain, Monica Jordan, Carlyn Mann, George M Ruhago, Bryant Lee, Steven Forsythe, Kaylee Stewart, Jessica Brown, Allyala Nandakumar

Open access · hybridAbstract read
In one paragraph

Article in AIDS and behavior, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
1.2field-weighted citation impact, top 23% of its field
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

2 citing papers in PubMed, 6 citations in OpenAlex.

  1. Article
  2. 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

9 authors at 6 institutions in 2 countries.

Ryan K McBainCenter for Integration Science, Brigham and Women's Hospital, Boston, MA, 02115, USA. rmcbain@pih.org.ORCID http://orcid.org/0000-0003-0073-0348
Monica JordanInstitute for Global Health and Development, Brandeis University, Waltham, MA, USA.ORCID http://orcid.org/0000-0003-4080-0267
Carlyn MannUSAID, Washington, DC, USA.ORCID http://orcid.org/0000-0001-6445-507X
George M RuhagoMuhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.ORCID http://orcid.org/0000-0001-7469-7822
Bryant LeeThe Palladium Group, Washington, DC, USA.
Steven ForsytheAvenir Health, Glastonbury, CT, USA.ORCID http://orcid.org/0000-0002-4409-5991
Kaylee StewartInstitute for Global Health and Development, Brandeis University, Waltham, MA, USA.
Jessica BrownInstitute for Global Health and Development, Brandeis University, Waltham, MA, USA.
Allyala NandakumarInstitute for Global Health and Development, Brandeis University, Waltham, MA, USA.ORCID http://orcid.org/0000-0002-0976-9313
Brandeis University · USAvenir Health · USBrigham and Women's Hospital · USFutures Group (United States) · USMuhimbili University of Health and Allied Sciences · TZUnited States Agency for International Development · US

Funding

Global Fund to Fight AIDS, Tuberculosis and Malaria 2021-002516Palladium International 217730-Brandeis-01
6 · The paper itself

Abstract

Using time-driven activity-based costing (TDABC), we examined resource allocation and costs for HIV services throughout Tanzania at patient and facility levels. This national, cross-sectional analysis of 22 health facilities quantified costs and resources associated with 886 patients receiving care for five HIV services: antiretroviral therapy, prevention of mother-to-child transmission, HIV testing and counseling, voluntary medical male circumcision, and pre-exposure prophylaxis. We also documented total provider-patient interaction time, the cost of services with and without inclusion of consumables, and conducted fixed-effects multivariable regression analyses to examine patient- and facility-level correlates of costs and provider-patient time. Findings showed that resources and costs for HIV care varied significantly throughout Tanzania, including as a function of patient- and facility-level characteristics. While some variation may be preferable (e.g., needier patients received more resources), other areas suggested a lack of equity (e.g., wealthier patients received more provider time) and presented opportunities to optimize care delivery protocols.

Indexed as

HIV InfectionsCross-Sectional StudiesFemaleHumansInfectious Disease Transmission, VerticalMaleResource AllocationTanzaniaCost analysisEquityHealth systems strengtheningResource allocationTime-driven activity-based costing

Identifiers

PMID37145288
PMCPMC10160722
OpenAlexW4372335769

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.