Evidence map›Paper›PMID 27771231›Full record

ArticleThe lancet. HIV2016

Evaluating strategies to improve HIV care outcomes in Kenya: a modelling study.

Jack J Olney, Paula Braitstein, Jeffrey W Eaton, Edwin Sang, Monicah Nyambura, Sylvester Kimaiyo, Ellen McRobie, Joseph W Hogan, Timothy B Hallett

Open access · hybridAbstract readEvaluation Study
In one paragraph

Article in The lancet. HIV, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 2 pooled it
5.6field-weighted citation impact, top 4% 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

22 citing papers in PubMed, 2 syntheses or guidelines pooled it, 36 citations in OpenAlex.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 4 institutions in 4 countries.

Jack J OlneyDepartment of Infectious Disease Epidemiology, Imperial College London, London, UK. Electronic address: jack.olney11@imperial.ac.uk.
Paula BraitsteinDalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada; Moi University, College of Health Sciences, School of Medicine, Department of Medicine, Eldoret, Kenya.
Jeffrey W EatonDepartment of Infectious Disease Epidemiology, Imperial College London, London, UK.
Edwin SangAcademic Model Providing Access to Healthcare, Eldoret, Kenya.
Monicah NyamburaAcademic Model Providing Access to Healthcare, Eldoret, Kenya.
Sylvester KimaiyoAcademic Model Providing Access to Healthcare, Eldoret, Kenya.
Ellen McRobieDepartment of Infectious Disease Epidemiology, Imperial College London, London, UK.
Joseph W HoganDepartment of Biostatistics and Center for Statistical Sciences, Brown University School of Public Health, Providence, RI, USA.
Timothy B HallettDepartment of Infectious Disease Epidemiology, Imperial College London, London, UK.
Imperial College London · GBAMPATH · KEBrown University · USUniversity of Toronto · CA

Funding

East Africa International Epidemiology Database to evaluate AIDS (IeDEA) Regional ConsortiumU01AI069911 · NIAID · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI AGGREY SEMWENDERO SEMEERE, Kara Kay Wools-Kaloustian · 2006 to 2026
$57.7M
Translational ScienceP30AI042853 · NIAID · MIRIAM HOSPITAL · PI LARRY K BROWN · 1998 to 2026
$51.7M
Optimizing HIV Treatment Monitoring under Resource ConstraintsR01AI108441 · NIAID · BROWN UNIVERSITY · PI HOGAN, JOSEPH W, KANTOR, RAMI · 2015 to 2019
$3.5M
Medical Research Council MR/K010174/1NIAID NIH HHS P30 AI042853NIAID NIH HHS R01 AI108441NIAID NIH HHS U01 AI069911Wellcome Trust
6 · The paper itself

Abstract

backgroundWith expanded access to antiretroviral therapy (ART) in sub-Saharan Africa, HIV mortality has decreased, yet life-years are still lost to AIDS. Strengthening of treatment programmes is a priority. We examined the state of an HIV care programme in Kenya and assessed interventions to improve the impact of ART programmes on population health.

methodsWe created an individual-based mathematical model to describe the HIV epidemic and the experiences of care among adults infected with HIV in Kenya. We calibrated the model to a longitudinal dataset from the Academic Model Providing Access To Healthcare (known as AMPATH) programme describing the routes into care, losses from care, and clinical outcomes. We simulated the cost and effect of interventions at different stages of HIV care, including improvements to diagnosis, linkage to care, retention and adherence of ART, immediate ART eligibility, and a universal test-and-treat strategy.

findingsWe estimate that, of people dying from AIDS between 2010 and 2030, most will have initiated treatment (61%), but many will never have been diagnosed (25%) or will have been diagnosed but never started ART (14%). Many interventions targeting a single stage of the health-care cascade were likely to be cost-effective, but any individual intervention averted only a small percentage of deaths because the effect is attenuated by other weaknesses in care. However, a combination of five interventions (including improved linkage, point-of-care CD4 testing, voluntary counselling and testing with point-of-care CD4, and outreach to improve retention in pre-ART care and on-ART) would have a much larger impact, averting 1·10 million disability-adjusted life-years (DALYs) and 25% of expected new infections and would probably be cost-effective (US$571 per DALY averted). This strategy would improve health more efficiently than a universal test-and-treat intervention if there were no accompanying improvements to care ($1760 per DALY averted).

interpretationWhen resources are limited, combinations of interventions to improve care should be prioritised over high-cost strategies such as universal test-and-treat strategy, especially if this is not accompanied by improvements to the care cascade. International guidance on ART should reflect alternative routes to programme strengthening and encourage country programmes to evaluate the costs and population-health impact in addition to the clinical benefits of immediate initiation.

fundingBill & Melinda Gates Foundation, United States Agency for International Development, National Institutes of Health.

Indexed as

Health Services AccessibilityOutcome Assessment, Health CareAcquired Immunodeficiency SyndromeAdultAnti-HIV AgentsAntiretroviral Therapy, Highly ActiveCD4 Lymphocyte CountComputer SimulationCost-Benefit AnalysisCounselingHealth Care CostsHIV InfectionsHumansKenyaQuality-Adjusted Life YearsAnti-HIV Agents

Identifiers

PMID27771231
PMCPMC5121132
OpenAlexW2538102404

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.