Evidence map›Paper›PMID 42216182›Full record

ArticleBMC medical informatics and decision making2026

Electronic medical record system user satisfaction and its implication on individual performance: a case of a university teaching hospital in Rwanda.

Evode Uwamungu, Alpha Arsene Marara, Emmanuel Munyaneza, Jean Baptiste Ndahiriwe, Joel Pinney

Abstract read
In one paragraph

Article in BMC medical informatics and decision making, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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

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.

Evode UwamunguThree Stones International Rwanda, Kigali, Rwanda. uwevode@gmail.com.
Alpha Arsene MararaKigali University Teaching Hospital, Kigali, Rwanda.
Emmanuel MunyanezaKigali University Teaching Hospital, Kigali, Rwanda.
Jean Baptiste NdahiriweBuilding Systems for Health, Kigali, Rwanda.
Joel PinneyWrexham University, Wales, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of this study was to assess the level of user satisfaction with an electronic medical record system (OpenClinic) among healthcare service providers in a hospital setting and its implication on their performance. The study was conducted at the "Centre Hospitalier Universtaire de Kigali", which has been implementing OpenClinic as an Electronic Medical Record system since 2007. The study was a cross-sectional mixed research using explanatory embedded design. The data was collected on a convenient sample of 217 OpenClinic users through the questionnaires including closed and open ended questions in order to capture both quantitative and qualitative data. The study used the descriptive and inferential statistical tests for analysis for quantitative data, and content analysis for qualitative data. The OpenClinic user satisfaction was found to be high (91%) as well as the proportion of users who perceived it as having positive impact on their performance (94%). The relationship between user satisfaction and perceived impact was statistically significant (p < 0.001), and satisfied users were 20 times more likely to perceive it having positive impact than non-satisfied users (Fisher's odds ratio = 20.5 [CI: 5.3, 85.1], Wald's odds ratio = 21.2 [CI: 6.3, 71.1]. Important concerns were expressed by users and the main ones are the poor functionality of the system due to unstable internet, the limited capacity of use and the scarcity of computers. Therefore, the Electronic Medical Record system implementation at the hospital has been successful and its user satisfaction led to perceived positive impact, but it needs further improvements for optimal success.

Indexed as

Attitude of Health PersonnelConsumer BehaviorElectronic Health RecordsHospitals, TeachingHospitals, UniversityAdultCross-Sectional StudiesDigital HealthFemaleHumansMaleMiddle AgedRwandaSurveys and QuestionnairesElectronic medical record systemIndividual performanceManagement information systemOpenClinicUser satisfaction

Identifiers

PMID42216182
PMCPMC13439872

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.