ArticleFrontiers in health services2026
Clinical audit and quality improvement: rivals, partners, or one and the same?
Article in Frontiers in health services, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Clinical audit and quality improvement are both central to improving healthcare quality; however, there is often a lack of conceptual clarity about their similarities and differences. They are frequently misunderstood, conflated, or applied in ways that do not match their primary purpose. In the United Kingdom, this lack of conceptual clarity is evident across clinical practice, healthcare improvement literature, and professional curricula. The misapplication of methods may contribute to inefficient use of resources and missed opportunities to improve experiences and outcomes for patients, families, and staff. This practice-informed perspective article clarifies the distinct purposes and roles of clinical audit and quality improvement before demonstrating how they can be used in practice. Drawing on published literature, professional guidance, and the authors' practical experience, we examine the key similarities, differences, and common points of confusion between clinical audit and quality improvement. We highlight recurring challenges faced by UK healthcare professionals when selecting and applying these approaches in real-world settings, as a call for international reflection. We present a decision aid to support intentional and effective method selection and purposeful transition between approaches. By providing clarity on how clinical audit and quality improvement are distinct yet complementary, this article aims to support more rigorous, contextually appropriate, and impactful improvement efforts across all healthcare systems.
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Registered trials
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.