Evidence map›Paper›PMID 42131395›Full record

ArticleRwanda journal of medicine and health sciences2026

Perceived Benefits and Barriers of Electronic Logistics Management Information System in Managing Medicine Expiries and Stock-Outs at Rwanda Medical Supply.

Germain Niyomugaba, Eric Kirezi, Fiacre Rugamba Rugero, Samuel Munyentwari, Silas Majyambere, Gerard Nyiringango, Gerard Urimubenshi

Abstract read
In one paragraph

Article in Rwanda journal of medicine and health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

7 authors.

Germain NiyomugabaHealth Informatics Department, Center for Excellence in Biomedical Engineering, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Eric KireziHealth Informatics Department, Center for Excellence in Biomedical Engineering, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Fiacre Rugamba RugeroHealth Informatics Department, Center for Excellence in Biomedical Engineering, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Samuel MunyentwariHealth Informatics Department, Center for Excellence in Biomedical Engineering, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Silas MajyambereComputer and Software Engineering, College of Science and Technology, University of Rwanda, Kigali, Rwanda.
Gerard NyiringangoNursing Department, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Gerard UrimubenshiPhysiotherapy Department, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Globally, medicine management initially relied on paper-based logistics information systems, which were associated with delayed reporting, poor data quality, weak forecasting, and limited supply chain visibility, resulting in medicine stockouts and expiries. Many countries transitioned to electronic systems to address these challenges. Rwanda introduced an electronic logistics management information system in 2014; however, medicine stockouts and expiries have persisted. This study explored users' perceptions of the benefits and barriers of the electronic logistics management information system in managing medicine stockouts and expiries at Rwanda Medical Supply. Methods: A qualitative descriptive study was conducted at the central and Kigali regional warehouses of Rwanda Medical Supply. Twenty-two staff involved in inventory management, order processing, data management, and quantification were purposively selected. Data were collected through semi-structured interviews and a focus group discussion, and data were analyzed using inductive thematic analysis. Results: Participants reported improved stock monitoring, data visibility, and order management, supporting the reduction of stockouts and expiries as benefits of using electronic logistic information system. However, inaccurate data, limited interoperability, inadequate training, and absence of alerts reduced system effectiveness. Conclusion: The electronic system improved stock visibility and supported timely ordering, but limited user skills and poor interoperability constrained accurate forecasting and decision-making, contributing to medicine expiries and supply interruptions.

Indexed as

Essential medicinesHealth information systemsInventory controlStockoutsSupply chain management

Identifiers

PMID42131395
PMCPMC13161713

What OpenQuestion holds

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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 OpenQuestion graph.