{"title":"Understanding the evidence for artificial intelligence in healthcare.","authors":"Gretchen Purcell Jackson, Edward H Shortliffe","doi":"10.1136/bmjqs-2025-018559","DOIUrl":"https://doi.org/10.1136/bmjqs-2025-018559","url":null,"abstract":"","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143960022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Increasing vaccine uptake in underserved populations using text message interventions: considerations and recommendations.","authors":"Gaby Judah","doi":"10.1136/bmjqs-2024-018245","DOIUrl":"10.1136/bmjqs-2024-018245","url":null,"abstract":"","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":"291-294"},"PeriodicalIF":5.6,"publicationDate":"2025-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143673322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Risk-adjusted observed minus expected cumulative sum (RA O-E CUSUM) chart for visualisation and monitoring of surgical outcomes.","authors":"Quentin Cordier, Hugo Prieur, Antoine Duclos","doi":"10.1136/bmjqs-2024-017935","DOIUrl":"10.1136/bmjqs-2024-017935","url":null,"abstract":"<p><p>To improve patient safety, surgeons can continually monitor the surgical outcomes of their patients. To this end, they can use statistical process control tools, which primarily originated in the manufacturing industry and are now widely used in healthcare. These tools belong to a broad family, making it challenging to identify the most suitable methodology to monitor surgical outcomes. The selected tools must balance statistical rigour with surgeon usability, enabling both statistical interpretation of trends over time and comprehensibility for the surgeons, their primary users. On one hand, the observed minus expected (O-E) chart is a simple and intuitive tool that allows surgeons without statistical expertise to view and interpret their activity; however, it may not possess the sophisticated algorithms required to accurately identify important changes in surgical performance. On the other hand, a statistically robust tool like the cumulative sum (CUSUM) method can be helpful but may be too complex for surgeons to interpret and apply in practice without proper statistical training. To address this issue, we developed a new risk-adjusted (RA) O-E CUSUM chart that aims to provide a balanced solution, integrating the visualisation strengths of a user-friendly O-E chart with the statistical interpretation capabilities of a CUSUM chart. With the RA O-E CUSUM chart, surgeons can effectively monitor patients' outcomes and identify sequences of statistically abnormal changes, indicating either deterioration or improvement in surgical outcomes. They can also quantify potentially preventable or avoidable adverse events during these sequences. Subsequently, surgical teams can try implementing changes to potentially improve their performance and enhance patient safety over time. This paper outlines the methodology for building the tool and provides a concrete example using real surgical data to demonstrate its application.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":"330-338"},"PeriodicalIF":5.6,"publicationDate":"2025-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12013565/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142715258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Greg Carney, Malcolm Maclure, David M Patrick, Jessica Otte, Anshula Ambasta, Wade Thompson, Colin Dormuth
{"title":"Pragmatic randomised trial assessing the impact of peer comparison and therapeutic recommendations, including repetition, on antibiotic prescribing patterns of family physicians across British Columbia for uncomplicated lower urinary tract infections.","authors":"Greg Carney, Malcolm Maclure, David M Patrick, Jessica Otte, Anshula Ambasta, Wade Thompson, Colin Dormuth","doi":"10.1136/bmjqs-2024-017296","DOIUrl":"10.1136/bmjqs-2024-017296","url":null,"abstract":"<p><strong>Objective: </strong>To evaluate the impact of a personalised audit and feedback prescribing report (AF) and brief educational summary (ES) on empiric treatment of uncomplicated lower urinary tract infections (UTIs) by family physicians (FPs).</p><p><strong>Design: </strong>Cluster randomised control trial.</p><p><strong>Setting: </strong>The intervention was conducted in British Columbia, Canada between 23 September 2021 and 28 March 2022.</p><p><strong>Participants: </strong>We randomised 5073 FPs into a standard AF and ES intervention arm (n=1691), an ES-only arm (n=1691) and a control arm (n=1691).</p><p><strong>Interventions: </strong>The AF contained personalised and peer-comparison data on first-line antibiotic prescriptions for women with uncomplicated lower UTI and key therapeutic recommendations. The ES contained detailed, evidence-based UTI management recommendations, incorporated regional antibiotic resistance data and recommended nitrofurantoin as a first-line treatment.</p><p><strong>Main outcome measures: </strong>Nitrofurantoin as first-line pharmacological treatment for uncomplicated lower UTI, analysed using an intention-to-treat approach.</p><p><strong>Results: </strong>We identified 21 307 cases of uncomplicated lower UTI among the three trial arms during the study period. The impact of receiving both the AF and ES increased the relative probability of prescribing nitrofurantoin as first-line treatment for uncomplicated lower UTI by 28% (OR 1.28; 95% CI 1.07 to 1.52), relative to the delay arm. This translates to additional prescribing of nitrofurantoin as first-line treatment, instead of alternates, in an additional 8.7 cases of uncomplicated UTI per 100 FPs during the 6-month study period.</p><p><strong>Conclusion: </strong>AF prescribing data with educational materials can improve primary care prescribing of antibiotics for uncomplicated lower UTI.</p><p><strong>Trial registration number: </strong>NCT05817253.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":"295-304"},"PeriodicalIF":5.6,"publicationDate":"2025-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12013583/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142457766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Audit and feedback to improve antibiotic prescribing in primary care-the time is now.","authors":"Bradley J Langford, Kevin L Schwartz","doi":"10.1136/bmjqs-2024-018081","DOIUrl":"10.1136/bmjqs-2024-018081","url":null,"abstract":"","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":"282-284"},"PeriodicalIF":5.6,"publicationDate":"2025-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142969581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Debbie Clark, Rebecca Lawton, Ruth Baxter, Laura Sheard, Jane K O'Hara
{"title":"Do healthcare professionals work around safety standards, and should we be worried? A scoping review.","authors":"Debbie Clark, Rebecca Lawton, Ruth Baxter, Laura Sheard, Jane K O'Hara","doi":"10.1136/bmjqs-2024-017546","DOIUrl":"10.1136/bmjqs-2024-017546","url":null,"abstract":"<p><strong>Background: </strong>Healthcare staff adapt to challenges faced when delivering healthcare by using workarounds. Sometimes, safety standards, the very things used to routinely mitigate risk in healthcare, are the obstacles that staff work around. While workarounds have negative connotations, there is an argument that, in some circumstances, they contribute to the delivery of safe care.</p><p><strong>Objectives: </strong>In this scoping review, we explore the circumstances and perceived implications of safety standard workarounds (SSWAs) conducted in the delivery of frontline care.</p><p><strong>Method: </strong>We searched MEDLINE, CINAHL, PsycINFO and Web of Science for articles reporting on the circumstances and perceived implications of SSWAs in healthcare. Data charting was undertaken by two researchers. A narrative synthesis was developed to produce a summary of findings.</p><p><strong>Results: </strong>We included 27 papers in the review, which reported on workarounds of 21 safety standards. Over half of the papers (59%) described working around standards related to medicine safety. As medication standards featured frequently in papers, SSWAs were reported to be performed by registered nurses in 67% of papers, doctors in 41% of papers and pharmacists in 19% of papers. Organisational causes were the most prominent reason for workarounds.Papers reported on the perceived impact of SSWAs for care quality. At times SSWAs were being used to support the delivery of person-centred, timely, efficient and effective care. Implications of SSWAs for safety were diverse. Some papers reported SSWAs had both positive and negative implications for safety simultaneously. SSWAs were reported to be beneficial for patients more often than they were detrimental.</p><p><strong>Conclusion: </strong>SSWAs are used frequently during the delivery of everyday care, particularly during medication-related processes. These workarounds are often used to balance different risks and, in some circumstances, to achieve safe care.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":"317-329"},"PeriodicalIF":5.6,"publicationDate":"2025-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12013549/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142341462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anna Melvin, Alison Pearson, Daniele Carrieri, Charlotte Bramwell, Jason Hancock, Jessica Scott, Helen Foster Collins, Stuart McPhail, Mark Pearson, Chrysanthi Papoutsi, Geoff Wong, Karen Mattick
{"title":"Support for hospital doctors' workplace well-being in England: the Care Under Pressure 3 realist evaluation.","authors":"Anna Melvin, Alison Pearson, Daniele Carrieri, Charlotte Bramwell, Jason Hancock, Jessica Scott, Helen Foster Collins, Stuart McPhail, Mark Pearson, Chrysanthi Papoutsi, Geoff Wong, Karen Mattick","doi":"10.1136/bmjqs-2024-017698","DOIUrl":"https://doi.org/10.1136/bmjqs-2024-017698","url":null,"abstract":"<p><strong>Introduction: </strong>The vital role of medical workforce well-being for improving patient experience and population health while assuring safety and reducing costs is recognised internationally. Yet the persistence of poor well-being outcomes suggests that current support initiatives are suboptimal. The aim of this research study was to work with, and learn from, diverse hospital settings to understand how to optimise strategies to improve doctors' well-being and reduce negative impacts on the workforce and patient care.</p><p><strong>Methods: </strong>Realist evaluation consistent with the Realist And Meta-narrative Evidence Synthesis: Evolving Standards (RAMESES) II quality standards. Realist interviews (n=124) with doctors, well-being intervention implementers/practitioners and leaders in eight hospital settings (England) were analysed using realist logic.</p><p><strong>Results: </strong>There were four key findings, underpinned by 21 context-mechanism-outcome configurations: (1) solutions needed to align with problems, to support doctor well-being and avoid harm to doctors; (2) doctors needed to be involved in creating solutions to their well-being problems; (3) doctors often did not know what support was available to help them with well-being problems and (4) there were physical and psychological barriers to accessing well-being support.</p><p><strong>Discussion and conclusion: </strong>Doctors are mandated to 'first, do no harm' to their patients, and the same consideration should be extended to doctors themselves. Since doctors can be harmed by poorly designed or implemented well-being interventions, new approaches need careful planning and evaluation. Our research identified many ineffective or harmful interventions that could be stopped. The findings are likely transferable to other settings and countries, given the realist approach leading to principles and causal explanations.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143958323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Quality improvement collaborative to increase access to caesarean sections: lessons from Bihar, India.","authors":"Abha Mehndiratta, Prabir Ranjan Moharana, Tanmay Mahapatra, Sridhar Srikantiah, Sunil Babu, Sarita Simba, Sanjiv Daulatrao, Vikas Pandey, Rahul Shastri, Srinivas Kodiyath, Sulagna Mukherjee, Pramod Sah, Pierre Barker","doi":"10.1136/bmjqs-2024-017454","DOIUrl":"10.1136/bmjqs-2024-017454","url":null,"abstract":"<p><strong>Background: </strong>Countries with resource-poor health systems have struggled to improve access to and the quality of caesarean section (C-section; CS) for women seeking care in public health facilities. Access to C-section in Bihar State remains very low, while access has increased in many other contexts.</p><p><strong>Methods: </strong>We used quality improvement (QI) combined with targeted resource management to test and implement changes that were designed to increase C-section delivery. We compared C-section delivery percentages after the interventions across eight intervened (QI) hospitals and between QI hospitals and the remaining 22 non-intervened (non-QI) hospitals with baseline CS <10%. We linked patterns of improvement and sustainability to theoretical drivers of improvement and timing of interventions.</p><p><strong>Results: </strong>In QI hospitals, C-section percentage increased from 2.9% at baseline to 5.9% in the intervention phase and 4.6% in the post intervention phase. In non-QI hospitals, we observed a small change (2.6-3.3%) during the same time period of the interventions in the QI hospitals. Addition of skilled personnel resulted in increased C-section percentage in QI hospitals (3.6-5.9%) but not non-QI hospitals (3.4-3.2%).</p><p><strong>Conclusions: </strong>C-section availability increased for a population of women giving birth following initiation of QI BTS collaborative in a low-income country public sector setting that has historically struggled to provide this service. Addition of obstetric and operating room resources alone, without interventions to support system changes, may not result in additional increase in C-section delivery. The adaptive implementation model may contribute to efforts to provide more access to C-sections in other very resource-limited settings.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143466543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}