Evidence map›Paper›PMID 41883760›Full record

ArticleWorld journal of critical care medicine2026

Evaluation of the implementation of the Critical Care Asia and Africa Intensive Care Unit registry in Ethiopia.

Adam D Laytin, Ayalew Zewdie, Menbeu Sultan, Amelia J Brandt, Ararso B Olani, Geremew Werkeshe, Sean M Berenholtz, William Checkley, Bhakti Hansoti

Abstract read
In one paragraph

Article in World journal of critical care medicine, 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

9 authors.

Adam D LaytinDepartment of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States. alaytin1@jhmi.edu.
Ayalew ZewdieDepartment of Emergency Medicine and Critical Care, St. Paul's Hospital Millennium Medical College, Addis Ababa 1271, Ethiopia.
Menbeu SultanDepartment of Emergency Medicine and Critical Care, St. Paul's Hospital Millennium Medical College, Addis Ababa 1271, Ethiopia.
Amelia J BrandtDepartment of Biostatistics, Epidemiology, and Data Management Core, Johns Hopkins University School of Medicine, Balitmore, MD 21287, United States.
Ararso B OlaniDepartment of Emergency Medicine and Critical Care, St. Paul's Hospital Millennium Medical College, Addis Ababa 1271, Ethiopia.
Geremew WerkesheDepartment of Emergency Medicine and Critical Care, St. Paul's Hospital Millennium Medical College, Addis Ababa 1271, Ethiopia.
Sean M BerenholtzDepartment of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States.
William CheckleyDepartment of Medicine, Division of Pulmonology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States.
Bhakti HansotiDepartment of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIntensive care unit (ICU) capacity is underdeveloped in sub-Saharan Africa, and outcomes for critical care lag behind higher resource settings. It is essential to understand local case-mix, processes of care and clinical outcomes in African ICUs to close these gaps. To this end, ICU registries are valuable tools for clinical research, quality improvement and capacity building. The Critical Care in Asia and Africa (CCAA) Network has specially developed a novel ICU registry for resource-limited settings.

aimTo evaluate the feasibility, acceptability, and perceived sustainability of the CCAA ICU registry in the Ethiopian clinical context.

methodsEight months following the pilot implementation of the CCAA ICU registry at two academic medical centers in Addis Ababa, Ethiopia, we conducted a qualitative evaluation. We conducted key informant interviews and focus group discussions with members of the ICU registry team, medical and nursing staff, and leadership team. We coded and analyzed transcripts deductively using a thematic content approach.

resultsEmergent themes related to feasibility included data collection, data quality and factors necessary for success. Those related to acceptability included utility, accessibility and comparison to other methods. Those related to perceived sustainability included institutional future, ownership and expansion. Overall, respondents felt that the CCAA ICU registry was feasible and acceptable in their ICUs. They identified important threats to perceived sustainability including multiple channels of communication and infrastructure and human resource limitations, and proposed adaptations to address these threats.

conclusionThe CCAA ICU registry is a promising tool for research and quality improvement in ICUs in sub-Saharan Africa, but successful implementation requires a clear understanding of regional and institutional influencing factors.

Indexed as

Clinical registryEthiopiaEvaluationImplementationIntensive care unitQuality improvementSub-Saharan Africa

Identifiers

PMID41883760
PMCPMC13010629

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.