Evidence map›Paper›PMID 40057747›Full record

ArticleBMC medical education2025

Improvement in clinician confidence in and knowledge of Diabetic Ketoacidosis management following a case-based curriculum in Kenya.

Agnes Karingo Karume, Janet Sugut, Pirirei Sankei, Philemon Mwongera Kimathi, Amina Guleid, Damaris Kimonge, Eric Ebert, Grace Wanjiku, Justin Guy Myers, Andrew Beck

Abstract read
In one paragraph

Article in BMC medical education, 2025. 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

10 authors.

Agnes Karingo KarumeDivision of Training, Research and Innovation, Kenyatta National Hospital, Nairobi, Kenya. karumeagnes@gmail.com.
Janet SugutAccident and Emergency Department, Kenyatta National Hospital, Nairobi, Kenya.
Pirirei SankeiAccident and Emergency Department, Kenyatta National Hospital, Nairobi, Kenya.
Philemon Mwongera KimathiAccident and Emergency Department, Kenyatta National Hospital, Nairobi, Kenya.
Amina GuleidProjects, Infrastructure and Grants, Ministry of Health, Nairobi, Kenya.
Damaris KimongeDivision of Training, Research and Innovation, Kenyatta National Hospital, Nairobi, Kenya.
Eric EbertDepartment of Emergency Medicine, The Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.
Grace WanjikuDepartment of Emergency Medicine, The Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.
Justin Guy MyersDepartment of Emergency Medicine, University of North Carolina at Chapel Hill, North Carolina, USA.
Andrew BeckDepartment of Emergency Medicine, The Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDiabetic ketoacidosis (DKA) is a common emergency associated with significant morbidity and mortality in low resource settings. Prompt diagnosis and correct management improves outcomes. To improve clinician knowledge and confidence in DKA management, we designed a novel curriculum for training local clinicians in a low-resource setting. This curriculum aligned to international guidelines, adapted for local resources. Our aim was to assess if the curriculum improved clinician knowledge and confidence.

methodsParticipants included physicians and nurses in the Emergency Department (ED) at a tertiary academic center in Nairobi, Kenya. Participants completed pre/post-tests of knowledge, which permitted prospective curriculum evaluation based on the second level Kirkpatrick hierarchy, knowledge retention. The cases focused on local evidence-based DKA management pathways. They were delivered using novel in-person with virtual (recorded) teaching techniques, permitting both conventional and independent learning. Outcome measures related to knowledge improvement were analyzed using independent t-tests; clinician confidence was assessed via self-reported survey and analyzed using descriptive statistics.

results125 clinicians (79.8% nurses and 20.2% physicians) completed pre-training assessment; 104 completed post-training assessment. Prior to training, 53.6% of all trainees reported that they were "highly confident" compared with 61.5% of all trainees post-training (p=0.16). Post-training, there were statistically significant increases in knowledge scores related to DKA diagnosis (14% increase, p=0.03), electrolyte management (41% increase, p<0.0001), fluid administration (28% increase, p=0.01) and insulin administration (24% increase, p=0.01). There was a significant increase in overall clinician knowledge scores with 34.4% (n=43) attaining a knowledge score of 7 or above correct responses out of the 10 cases presented pre-training versus 65.4% n=68 post-training (p<0.0001).

conclusionOur pretest-posttest results demonstrate that our DKA management course improved clinical knowledge among physicians and nurses working in low-resource ED. Future research is underway to evaluate clinical practice changes and patient care outcomes related to this improved knowledge.

Indexed as

Clinical CompetenceCurriculumDiabetic KetoacidosisAdultEmergency Service, HospitalFemaleHealth Knowledge, Attitudes, PracticeHumansKenyaMaleProspective StudiesDiabetic ketoacidosisEmergency careMedical education

Identifiers

PMID40057747
PMCPMC11890533

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.