Evidence map›Paper›PMID 39898772›Full record

ArticleGlobal health action2025

Evaluation of care and clinical outcomes after the implementation of an electronic medical record system for type 1 diabetes management in Rwanda.

Nathalie Bille, Dirk Lund Christensen, Knut Borch-Johnsen, Crispin Gishoma, Stine Byberg

Abstract readEvaluation Study
In one paragraph

Article in Global health action, 2025. 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

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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

5 authors.

Nathalie BilleDepartment of Digital Health Solutions, World Diabetes Foundation, Department of Digital Health Solutions, Bagsværd, Denmark.ORCID 0000-0002-5935-7093
Dirk Lund ChristensenDepartment of Clinical Epidemiology, Steno Diabetes Center Copenhagen, Herlev, Denmark.ORCID 0000-0003-2142-522X
Knut Borch-JohnsenDepartment of Digital Health Solutions, World Diabetes Foundation, Department of Digital Health Solutions, Bagsværd, Denmark.ORCID 0000-0003-4712-0379
Crispin GishomaRwanda Diabetes Association, Kigali, Rwanda.ORCID 0000-0003-1912-4866
Stine BybergDepartment of Public Health, Global Health Section, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-3626-3609

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundElectronic medical record (EMR) systems are increasingly used to improve disease management. However, the impact on data quality, quality of care and clinical outcomes for type 1 diabetes (T1D) in sub-Saharan Africa (SSA) has not yet been explored.

objectiveThe aim was to evaluate the effect of implementing an EMR system on the quality of care and clinical outcomes for T1D individuals in Rwanda.

methodsThe Rwanda Diabetes Association collected data during quarterly district hospital visits. We evaluated the effect of a newly developed and implemented EMR system by assessing differences in clinical attendance and outcomes 2 years before (pre-EMR: February 2020-February 2022) and after (post-EMR: February 2022-February 2024) the deployment of the EMR system.

resultsWe found an increase in the number of individuals examined and the number of consultations conducted post-EMR. There was an increase in data completeness on all parameters; however, we also found that more people did not monitor their blood glucose post-EMR. We found a significant increase in clinical attendance, and a reduction in median HbA

conclusionSeveral quality and clinical indicators improved after the integration of the EMR system in T1D management. To the best of our knowledge, this is the first study evaluating the impact of using an EMR system on the quality of care and clinical outcomes for T1D individuals in an SSA context. The long-term effect and implications are yet to be explored.

Indexed as

Diabetes Mellitus, Type 1Electronic Health RecordsQuality of Health CareAdolescentAdultAmbulatory CareData AccuracyDisease ManagementFacilities and Services UtilizationFemaleHumansMaleOutcome Assessment, Health CarePatient Acceptance of Health CareRwandaYoung Adultclinical outcomeselectronic medical record systemsquality of careRwandasub-Saharan AfricaType 1 diabetes

Identifiers

PMID39898772
PMCPMC11792143

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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.