Evidence map›Paper›PMID 41739787›Full record

ArticlePLOS global public health2026

Evaluation of a diabetes decentralization program in rural Madagascar using the RE-AIM framework.

Nancy Mugisha, Fanjalalaina Rasoanaivo, Mbolatiana Raza-Fanomezanjanahary, Fiainamirindra Anjaratiana Ralaivavikoa, Tanjaka Andriamanampy, Giovanna Cowley, Haja Ramamonjisoa, Claude Rakotonirina, Tojosoa Rajaonarison, Judith Rahanitriniaina and 6 more

Abstract read
In one paragraph

Article in PLOS global public health, 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

16 authors.

Nancy MugishaNGO Pivot, Ranomafana, Madagascar.ORCID https://orcid.org/0000-0002-5660-5768
Fanjalalaina RasoanaivoNGO Pivot, Ranomafana, Madagascar.
Mbolatiana Raza-FanomezanjanaharyNGO Pivot, Ranomafana, Madagascar.
Fiainamirindra Anjaratiana RalaivavikoaNGO Pivot, Ranomafana, Madagascar.
Tanjaka AndriamanampyService du District de Santé Publique, Madagascar Ministry of Public Health, Ifanadiana, Madagascar.
Giovanna CowleyNGO Pivot, Ranomafana, Madagascar.
Haja RamamonjisoaAssociation Malgache Contre le Diabète, Antananarivo, Madagascar.
Claude RakotonirinaAssociation Malgache Contre le Diabète, Antananarivo, Madagascar.
Tojosoa RajaonarisonAssociation Malgache Contre le Diabète, Antananarivo, Madagascar.
Judith RahanitriniainaNGO Pivot, Ranomafana, Madagascar.
Mamy AndrianomenjanaharyNGO Pivot, Ranomafana, Madagascar.
Lalaina Narovananahary RakotovoavyNGO Pivot, Ranomafana, Madagascar.
Laura DavisDepartment of Global Health, University of Washington, Seattle, Washington, United States of America.
Bénédicte RazafinjatoNGO Pivot, Ranomafana, Madagascar.
Rado J L RakotonanaharyNGO Pivot, Ranomafana, Madagascar.
Karen E FinneganNGO Pivot, Ranomafana, Madagascar.ORCID https://orcid.org/0000-0001-9007-5417

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Diabetes is a significant cause of disabilities and deaths in Africa. In Madagascar, diabetes causes an estimated 5,000 deaths yearly. There are many barriers to diabetes care in Madagascar, and a key barrier is health systems readiness to provide care, especially in rural areas. To mitigate this, the non-governmental organization (NGO) Pivot and the Ministry of Public Health (MoPH) jointly implemented a diabetes decentralization program in Ifanadiana, a rural district of Madagascar. This program included advocacy; mass screening; training of healthcare workers (HCWs); procurement of equipment, medications and consumables; establishment of a dedicated diabetes care day at primary health centers (PHCs); and support groups for patients. This study evaluated the implementation of this multifaceted diabetes program using the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework. Using a mixed methods study design, we evaluated program implementation at PHCs at 3, 6, and 18 months of implementation. Overall, 2.1% of people tested during mass screenings were positive for diabetes and 59.3% of people diagnosed with diabetes during mass screenings entered into care at a PHC. There was a fasting blood glucose check at 93.2% of visits, and an average 1.35 days of medication stock out per month. 48.0% patients had their diabetes controlled, ranging from 33.3% at the PHCs with 3 months of implementation to 57.8% at 18 months of implementation. Qualitative data revealed that HCWs adopted various aspects of the program, with suggestions for improvement on the training received. A dedicated day for diabetes management weekly was widely accepted by patients and HCWs. The most difficult aspect of diabetes management for patients was dietary recommendations. This study demonstrated that NGO support enables accessibility of diabetes services even in the most remote areas, and a multi-layered approach to implementation of diabetes diagnosis and treatment is needed for effective care.

Identifiers

PMID41739787
PMCPMC12935218

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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.