Evidence map›Paper›PMID 41559721›Full record

ArticleBMC health services research2026

Enhancing clinical laboratory quality in Rwanda: addressing healthcare expectations and future fitness - insights from observations and perspectives of physicians and laboratory professionals.

Innocent Nzabahimana, Fredinah Namatovu, Annette Uwineza, Vincent Rusanganwa

Abstract read
In one paragraph

Article in BMC health services research, 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
–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

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

4 authors.

Innocent NzabahimanaMinistry of Health, Kigali, Rwanda.
Fredinah NamatovuDepartment of Epidemiology and Global Health, Umeå University, Umeå, Sweden.
Annette UwinezaCollege of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Vincent RusanganwaDepartment of Clinical Microbiology, Umeå University, Umeå, 901 85, Sweden. vincent.rusanganwa@umu.se.ORCID http://orcid.org/0000-0003-3874-5086

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundClinical laboratories are vital in healthcare, influencing medical decisions. As the field moves toward precision medicine and digital tools, laboratories must innovate with automation and data analytics to provide accurate, timely insights for diagnosis and treatment. Future success depends on investing in technology, training, and system integration. This study assessed Rwandan clinical referral laboratory’s readiness to adopt innovative technologies, gathering views from physicians and clinical laboratory professionals, and highlighted challenges and key factors impacting their adoption in meeting healthcare expectations.

methodsA qualitative design was used, collecting data from three sources: (1) observations, (2) key informant interviews (KIIs) with laboratory professionals, and (3) a survey of physicians on laboratory services. Data from the three sources were initially coded separately and merged to generate subthemes using an inductive reflexive thematic approach (Braun & Clarke). Subthemes across datasets were aligned and refined into two final themes.

resultsTwo themes were generated: (1) Repackaging and reshaping laboratories for quality and future readiness. In this theme key challenges described to affect laboratory services in Rwanda included inadequate infrastructure, shortages of specialised personnel, and difficulties in retention of staff. (2) Reflecting and addressing healthcare expectations. In this theme participants described key challenges to include interruption of services due to stock-outs, equipment breakdown, delays in test results, and the unavailability of certain diagnostic tests. These obstacles hinder the readiness of laboratories to adopt advanced technologies and meet healthcare expectations.

conclusionTo optimize clinical laboratory services in Rwanda, key areas such as infrastructure, specialised professionals, equipment maintenance, and supply chain management need to be strengthened. Insights from multidisciplinary workforce that include laboratory specialists are essential to reshape services, enabling effective integration of advanced technologies and meeting evolving healthcare demands.

Indexed as

Attitude of Health PersonnelLaboratories, ClinicalLaboratory PersonnelMedical Laboratory PersonnelPhysiciansHumansInterviews as TopicQualitative ResearchRwandaHealthcare expectationInnovative technologiesMedical laboratoryQuality healthcareRwanda

Identifiers

PMID41559721
PMCPMC12849383

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.