Evidence map›Paper›PMID 41531627›Full record

ArticleCureus2025

From Competence to System-Readiness: Aligning Medical Education With Health System Realities in Low- and Middle-Income Countries.

Hosam Hefny

Abstract readEditorial
In one paragraph

Article in Cureus, 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

1 author.

Hosam HefnyMedical Education, Faculty of Medicine, Suez University, Suez, EGY.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Medical education in low- and middle-income countries (LMICs) often results in clinically competent doctors who are not well equipped to function effectively in fragile, resource-limited health systems. Competency-based medical education (CBME) provides structured learning outcomes, observable competencies, and accountability; however, it was developed mainly in high-income countries with stable health systems and ample resources and thus has limited relevance in the LMIC context. The challenges faced by medical graduates in LMICs include managing scarce resources, leading a multidisciplinary team, conducting quality improvement initiatives, and addressing population-level health priorities, which are capacities we define as system-readiness. Health Care System-Based Medical Education (HCSBME) adds value to CBME by embedding learners in an operational health system setting, such as hospitals, primary care, rural clinics, and community programs, and fosters the development of leadership, teamwork, cost-awareness, and system-level thinking. Integration of CBME and HCSBME enables the medical education system to train physicians who are clinically competent and system-ready. Evidence from Rwanda, Thailand, Ghana, and Ethiopia shows that system-embedded curricula improve workforce distribution, retention, and preparedness for responding to health system needs. This integration thus fills the existing gaps in LMIC medical training and aligns the preparation of physicians with the needs of patients and health systems to improve workforce and health system resilience.

Indexed as

competency-based medical educationhealth system-based educationlow- and middle-income countriesmedical education reformsystem-ready physicians

Identifiers

PMID41531627
PMCPMC12795301

What OpenQuestion holds

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LicenceCC BY
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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.