Evidence map›Paper›PMID 41481625›Full record

ArticlePloS one2026

Economic evaluation of insulin glargine compared with human insulin for youth with type 1 diabetes in Tanzania and Bangladesh.

Margaret L Prust, Christina M Lalama, Sylvia Kehlenbrink, Olatubosun Akinnola Akinola, Renatus Nyarubamba, Ajmina Hasan Flabe, Abigail Foulds, Graham D Ogle, Edna Majaliwa, Bedowra Zabeen and 3 more

Abstract readComparative Study
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.

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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

13 authors.

Margaret L PrustClinton Health Access Initiative, Inc. (CHAI), Boston, Massachusetts, United States of America.ORCID https://orcid.org/0000-0001-6595-9237
Christina M LalamaDivision of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America.ORCID https://orcid.org/0000-0001-6711-481X
Sylvia KehlenbrinkDivision of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital, Boston, Massachusetts, United States of America.
Olatubosun Akinnola AkinolaClinton Health Access Initiative, Inc. (CHAI), Boston, Massachusetts, United States of America.
Renatus NyarubambaTanzania Diabetes Association, Dar es Salaam, Tanzania.
Ajmina Hasan FlabePaediatric Diabetes Care and Research Center, Diabetic Association of Bangladesh, Dhaka, Bangladesh.
Abigail FouldsDivision of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America.
Graham D OgleLife for a Child, Diabetes Australia, Sydney, Australia.
Edna MajaliwaTanzania Diabetes Association, Dar es Salaam, Tanzania.
Bedowra ZabeenPaediatric Diabetes Care and Research Center, Diabetic Association of Bangladesh, Dhaka, Bangladesh.
Kaushik RamaiyaTanzania Diabetes Association, Dar es Salaam, Tanzania.ORCID https://orcid.org/0000-0003-3309-5395
Alana GarvinClinton Health Access Initiative, Inc. (CHAI), Boston, Massachusetts, United States of America.
Jing LuoDivision of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLong-acting insulin analogues are the standard of care for Type 1 diabetes (T1D) in high-income countries but remain inaccessible in many low-resource settings. Cost-effectiveness is a key consideration for their adoption. This analysis evaluated the cost-effectiveness of biosimilar insulin glargine (IGlar) versus neutral protamine Hagedorn (NPH) insulin in youth with T1D in Tanzania and Bangladesh.

methodsData from the HumAn-1 trial informed a short-term economic model comparing NPH and IGlar over 12 months. The analysis, conducted from a health systems perspective, incorporated micro-costing data for insulin, injection supplies, blood glucose monitoring, and estimated hospitalization costs for complications. Effectiveness was based on a reduction in nocturnal hypoglycemia. In both countries, we calculated incremental cost-effectiveness ratios per quality-adjusted life year (QALY) gained in scenarios that compared IGlar against NPH across delivery devices (i.e., vials, cartridges, single-use pens).

resultsIGlar was cost-effective compared to NPH when provided in cartridges in Bangladesh at a threshold of three times gross domestic product per capita. Other delivery devices in Bangladesh and all options in Tanzania were not cost-effective at current prices. If offered, IGlar vials would be cost-effective in Tanzania and Bangladesh if the price introduced was no more than 32% or 134% higher, respectively, than the current prices of NPH vials. Annual per patient costs and other cost-effectiveness thresholds were explored.

conclusionIn low-resource settings, IGlar can be a cost-effective alternative to NPH, largely due to reduced nocturnal hypoglycemia, but the delivery device for the insulin has a major impact on the costs and cost-effectiveness comparisons.

Indexed as

Diabetes Mellitus, Type 1Hypoglycemic AgentsInsulin GlargineInsulin, IsophaneAdolescentBangladeshChildCost-Benefit AnalysisFemaleHumansMaleModels, EconomicQuality-Adjusted Life YearsTanzaniaHypoglycemic AgentsInsulin GlargineInsulin, Isophane

Identifiers

PMID41481625
PMCPMC12758729

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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.