Evidence map›Paper›PMID 41194998›Full record

ArticleFrontiers in public health2025

Pharmacy-based non-communicable diseases screening has high potential for reach: lessons from Rwanda.

Calvin Chiu, Melsa Omaya, Francois Uwinkindi, Dudu Tang, Samuel Mwubahamana, Francine Miller, Josh Ruxin, Matthew Rehrig, Jean-Baptise Mazarati, Ida Alexandra de Cordier and 2 more

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. 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
–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

2 citing papers in PubMed.

  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

12 authors.

Calvin ChiuInstitute for Health & Aging, University of California San Francisco, San Francisco, CA, United States.
Melsa OmayaGoodlife Access, Kigali, Rwanda.
Francois UwinkindiRwanda Ministry of Health, Rwanda Biomedical Center, Kigali, Rwanda.
Dudu TangSchool of Public Health, University of California Berkeley, Berkeley, CA, United States.
Samuel MwubahamanaGoodlife Access, Kigali, Rwanda.
Francine MillerGoodlife Access, Kigali, Rwanda.
Josh RuxinGoodlife Access, Kigali, Rwanda.
Matthew RehrigGoodlife Access, Kigali, Rwanda.
Jean-Baptise MazaratiGoodlife Access, Kigali, Rwanda.
Ida Alexandra de CordierGoodlife Access, Kigali, Rwanda.
Jenny X LiuInstitute for Health & Aging, University of California San Francisco, San Francisco, CA, United States.
David ZapolGoodlife Access, Kigali, Rwanda.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Low and middle-income countries are entering an epidemiological transition where non-communicable diseases (NCDs) increasingly contribute to disease burden. While Rwanda has one of the most robust public health systems in sub-Saharan Africa, rapid urbanization is leading to an emerging middle-class population who are at high risk for NCDs, but who also underutilize preventive care. The Goodlife Access pilot program in Rwanda screened over 9,000 individuals for diabetes, hypertension, and obesity over 18 months for free; 83% of individuals showed abnormal screening results, 90% of whom had no prior diagnosis. Pharmacy-based screenings effectively reached a high-risk, underserved population and highlights the potential of community pharmacies to amplify NCD diagnoses. While one-third of those screened returned for confirmatory testing at the pharmacy, more work is needed to bolster re-engagement, including addressing fear of confirmatory testing and potential medical treatment costs. Given the successful pilot, Goodlife Access is expanding access to NCD screening while incorporating community-based health insurance and user donations to enhance sustainability.

Indexed as

Community Pharmacy ServicesHealth Services AccessibilityMass ScreeningNoncommunicable DiseasesPharmaciesAdultDiabetes MellitusFemaleHumansMaleMiddle AgedPilot ProjectsRwandaglobal healthhealthcare deliverynon-communicable diseasespharmacyRwandascreening

Identifiers

PMID41194998
PMCPMC12583163

What OpenQuestion holds

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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.