Evidence map›Paper›PMID 41857786›Full record

ArticleEuropean journal of public health2026

Reducing human error in global healthcare: leadership, learning, and system resilience.

Ayza Altaf, Enemona Jacob

Abstract read
In one paragraph

Article in European journal of public health, 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.

Ayza AltafSchool of Life and Medical Sciences, University of Hertfordshire, Hatfield, Hertfordshire, United Kingdom.
Enemona JacobCentre of Postgraduate Medicine and Public Health, University of Hertfordshire, Hatfield, Hertfordshire, United Kingdom.ORCID 0000-0001-5588-7356

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human error in healthcare and public health remains a major contributor to patient harm and inefficiency globally. In high-income countries, it is estimated that 1 in 10 patients are harmed during hospital care, with nearly half of these incidents being preventable. In low- and middle-income countries (LMICs), the situation is even more concerning. The World Health Organization (WHO) has identified adverse events in healthcare as a major source of preventable harm in LMICs, highlighting persistent systemic weaknesses in quality of care and patient safety. While human errors occur, most patient harm stems from complex systemic factors rather than negligence. High-reliability organizations show that proactive leadership, transparent communication, and organizational learning reduce error likelihood and impact. Continuous quality improvement and simulation-based training strengthen resilience, enabling systems to anticipate and adapt to challenges. Technology-assisted tools, such as electronic health records and decision-support systems, further enhance error detection, though their success depends on integration and engagement. Building health system resilience therefore requires coordinated strategies that prioritize leadership, organizational learning, and adaptive design over punitive responses.

Indexed as

Delivery of Health CareGlobal HealthLeadershipMedical ErrorsDeveloping CountriesHumansLearningPatient SafetyQuality ImprovementWorld Health Organization

Identifiers

PMID41857786
PMCPMC13129191

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.