Evidence map›Paper›PMID 42893291›Full record

ReviewDrug, healthcare and patient safety2026

Regulatory and Accreditation Systems and Their Association With Health Workforce and Healthcare Quality in Low- and Middle-Income Countries: A Systematic Review and Policy Analysis.

Thadee Vuguziga, Abdallah Ziraba

Abstract readReview
In one paragraph

Review in Drug, healthcare and patient safety, 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

2 authors.

Thadee VuguzigaRwanda Medical and Dental Council, Kigali, Rwanda.ORCID 0009-0002-3587-1044
Abdallah ZirabaDepartment of Public Health, Kampala International University, Bushenyi, Uganda.ORCID 0009-0006-5534-6780

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To synthesize evidence on the association between regulatory and accreditation systems and health workforce and healthcare quality in low- and middle-income countries (LMICs), and to analyze the policy factors that shape their implementation. Methods: A systematic review reported according to PRISMA 2020. PubMed, Scopus, Web of Science and Google Scholar were searched for English-language literature published between January 2010 and March 2026. Eligible sources examined regulatory or accreditation mechanisms in at least one LMIC and were analyzed as three separate evidence streams: primary empirical studies, evidence syntheses, and policy or programme analyses. Quality was appraised with design-specific tools (CASP, Newcastle-Ottawa Scale, QuADS, AMSTAR 2 and AACODS). Evidence was synthesized narratively using thematic synthesis, and a literature-based policy analysis applied Walt and Gilson's Policy Triangle. Responsive Regulation Theory and Institutional Theory were used as interpretive lenses. Results: Of 1,243 records, 35 sources met the inclusion criteria (21 primary studies, 7 evidence syntheses and 7 policy or programme analyses). Sources came from the Middle East and North Africa (n = 12, of which 7 were from Iran), sub-Saharan Africa (n = 6), East and South Asia (n = 4) and Latin America (n = 1), with 12 multi-country sources. Thirty-two sources concerned accreditation of health facilities; only two addressed medical education accreditation and one addressed regulation of individual health professionals. Evidence was concentrated at the level of institutional processes (24 sources), where accreditation was associated with standardized procedures, documentation, internal quality assurance and governance structures. Few sources measured workforce-level outcomes (n = 3), and associations with clinical quality were mixed: the two primary impact evaluations reported divergent results. Recurrent barriers included inadequate financing, assessor shortages, fragmented governance, weak enforcement and documentation burden. Conclusion: The available evidence suggests that regulatory and accreditation systems in LMICs are associated with improvements in institutional quality processes, particularly when supportive follow-up accompanies graduated requirements. Evidence that they improve health workforce competence or patient outcomes remains limited. Controlled evaluations of licensing, continuing professional development and education accreditation in LMICs are needed.

Indexed as

accreditationhealth workforcelow- and middle-income countriesmedical regulationpatient safetypolicy analysisquality assurance

Identifiers

PMID42893291
PMCPMC13676289

What OpenQuestion holds

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Registered trials

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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.