Evidence map›Paper›PMID 42086296›Full record

ArticleBMJ global health2026

Optimising care for uncomplicated type 2 diabetes mellitus in Lagos, Nigeria: cost and benefit estimates using real-world data.

Martilord Ifeanyichi, Gloria P Gómez-Pérez, Bolanle Banigbe, Ibironke Dada, Adedamola A Dada, Emmanuella Zamba, Judith van Andel, Tobias F Rinke de Wit, Charlotte Dieteren

Erratum issuedAbstract read
In one paragraph

Article in BMJ global health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Martilord IfeanyichiResearch and Learning Unit, PharmAccess Foundation, Amsterdam, The Netherlands M.I.ifeanyichi@lse.ac.uk.ORCID http://orcid.org/0000-0003-0611-6795
Gloria P Gómez-PérezResearch and Learning Unit, PharmAccess Foundation, Amsterdam, The Netherlands.ORCID http://orcid.org/0000-0001-8555-8596
Bolanle BanigbeResolve to Saves Lives, New York, New York, USA.
Ibironke DadaPharmAccess Foundation, Lagos, Nigeria.
Adedamola A DadaFederal Medical Centre Ebute-Metta, Lagos, Nigeria.
Emmanuella ZambaLagos State Health Scheme, Lagos, Nigeria.
Judith van AndelResearch and Learning Unit, PharmAccess Foundation, Amsterdam, The Netherlands.
Tobias F Rinke de WitResearch and Learning Unit, PharmAccess Foundation, Amsterdam, The Netherlands.
Charlotte DieterenResearch and Learning Unit, PharmAccess Foundation, Amsterdam, The Netherlands.ORCID http://orcid.org/0000-0002-7809-1657

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionDiabetes mellitus accounts for a significant share of morbidity and mortality in ages 30-70 years worldwide. In sub-Saharan Africa, diabetes care is often suboptimal for reasons ranging from health system weaknesses to patient illiteracy and non-compliance with recommendations. This study explores the potential costs and health benefits of optimising care for uncomplicated type 2 diabetes in Lagos State, Nigeria.

methodsLongitudinal data on medical care patterns and resource use (consultations, medications, diagnostics and lifestyle counselling) over a 1-year period were collected retrospectively from 84 health facilities in Lagos. Medical resource prices were obtained from a subsample of 26 facilities. Patient care gaps were assessed by comparing actual journeys to official diabetes management guidelines. Mixed-effect regression analyses were employed to explore the impact of care elements on blood glucose control and model the potential complications averted if all patients received recommended care, with extrapolation to the entire Lagos population.

resultsData from 642 patients with uncomplicated type 2 diabetes were analysed. A one-unit increase in consultation score (a measure of the adequacy of consultation visits) and having health insurance coverage were linked to 47-unit and 29-unit lower blood glucose levels, respectively. Optimising diabetes care requires US$3716 per patient annually, totalling US$2.1 billion statewide, with medications comprising 97% of costs. Enhanced care could reduce stroke and myocardial infarction by 2% (12 675 cases) and 4% (22 282 cases) over 7 years, respectively, at a cost of US$61 492 per complication averted.

conclusionsThe investment required to optimise diabetes care in Lagos is currently unfeasible in the existing approaches. There is a need to explore innovative financing and delivery options, including digital value-based care interventions and cost-saving care approaches such as pooled medication procurement, while also investing in local medicines production capacity and expansion of the health insurance coverage.

Indexed as

Diabetes Mellitus, Type 2AdultAgedCost-Benefit AnalysisFemaleHealth Care CostsHumansLongitudinal StudiesMaleMiddle AgedNigeriaRetrospective StudiesDiabetesGlobal HealthHealth economicsHealth policy

Identifiers

PMID42086296
PMCPMC13150892

What Socratic holds

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LicenceCC BY-NC
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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 Socratic graph.