BMJ Quality & Safety最新文献

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Effectiveness of clinician-directed default nudges on reducing overuse of tests and treatments in healthcare: a systematic review of randomised controlled trials. 临床指导的默认推动在减少医疗保健中过度使用测试和治疗方面的有效性:随机对照试验的系统综述。
IF 5.6 1区 医学
BMJ Quality & Safety Pub Date : 2025-07-18 DOI: 10.1136/bmjqs-2025-018793
Gemma Altinger, Caitlin M P Jones, Giovanni E Ferreira, Jason Soon, Tammy C Hoffmann, Christopher Maher, Rui Chang, Jeffrey A Linder, Adrian Traeger
{"title":"Effectiveness of clinician-directed default nudges on reducing overuse of tests and treatments in healthcare: a systematic review of randomised controlled trials.","authors":"Gemma Altinger, Caitlin M P Jones, Giovanni E Ferreira, Jason Soon, Tammy C Hoffmann, Christopher Maher, Rui Chang, Jeffrey A Linder, Adrian Traeger","doi":"10.1136/bmjqs-2025-018793","DOIUrl":"https://doi.org/10.1136/bmjqs-2025-018793","url":null,"abstract":"<p><strong>Objective: </strong>To evaluate the effectiveness of clinician-directed default nudges for reducing overuse of tests and treatments.</p><p><strong>Design: </strong>A systematic review was conducted to synthesise evidence from randomised controlled trials examining the effect of clinician-directed default nudges on overuse of tests or treatments, measured as a proportion of encounters or patients. Four databases and three clinical trial registries were searched up to 13 January 2025. Two reviewers screened, extracted data, assessed risk of bias and certainty of evidence using Cochrane guidance. Because there was high clinical heterogeneity, we used the Synthesis Without Meta-analysis guidelines for our overall analysis. A secondary exploratory meta-analysis was performed on a subgroup of default nudge interventions targeting opioid prescriptions.</p><p><strong>Results: </strong>We included six trials (five cluster randomised trials and one patient randomised trial, n=767 to 21 331). Trials targeted overuse of opioids, antibiotics, high-risk medicines for older patients and imaging during palliative radiotherapy. Lowering default quantities of opioids may cause reductions in opioid overuse, but on one occasion increased overuse. It is unclear if opt-out defaults reduce antibiotic overuse in patients with sepsis eligible for de-escalation or if lowering default doses reduce overuse of high-risk medications in older patients. Reducing the default frequency of imaging probably causes large reductions in unnecessary imaging in people receiving palliative radiotherapy. A subgroup meta-analysis was only possible on one type of default for opioids. A 10-tablet default may reduce overuse of large packs of opioids (risk difference=-14.3%, 95% CI -51.4% to +22.9%, 3 trials, 18 186 encounters, very low certainty evidence).</p><p><strong>Conclusions: </strong>Clinician-directed default nudges had inconsistent effects on overuse of healthcare, with limited and mostly low certainty evidence. High-quality trials are essential to determine whether default nudges reduce overuse or improve patient outcomes.</p><p><strong>Prospero registration number: </strong>42024516423.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144667026","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}
引用次数: 0
Sustainability of the de-implementation of low-value care in infants with bronchiolitis: 2-year follow-up of a cluster randomised controlled trial. 毛细支气管炎婴儿低价值护理的可持续性:一项2年随访的随机对照试验。
IF 5.6 1区 医学
BMJ Quality & Safety Pub Date : 2025-07-12 DOI: 10.1136/bmjqs-2024-018135
Victoria Ramsden, Franz E Babl, Libby Haskell, Catherine Wilson, Sandy Middleton, Rachel Schembri, Alex King, Alexandra Wallace, Alison Partyka, Casey Baldock, Julian Wong, Kai Steinmann, Louise Mills, Natalie Phillips, Nola Poulter, Shefali Jani, Suzanne Kenny, Ed Oakley, Anna Lithgow, Peter Wilson, Elizabeth McInnes, Stuart Dalziel, Emma Tavender
{"title":"Sustainability of the de-implementation of low-value care in infants with bronchiolitis: 2-year follow-up of a cluster randomised controlled trial.","authors":"Victoria Ramsden, Franz E Babl, Libby Haskell, Catherine Wilson, Sandy Middleton, Rachel Schembri, Alex King, Alexandra Wallace, Alison Partyka, Casey Baldock, Julian Wong, Kai Steinmann, Louise Mills, Natalie Phillips, Nola Poulter, Shefali Jani, Suzanne Kenny, Ed Oakley, Anna Lithgow, Peter Wilson, Elizabeth McInnes, Stuart Dalziel, Emma Tavender","doi":"10.1136/bmjqs-2024-018135","DOIUrl":"https://doi.org/10.1136/bmjqs-2024-018135","url":null,"abstract":"<p><strong>Background: </strong>In 2017, the PREDICT (Paediatric Research in Emergency Departments International Collaborative) network conducted a cluster randomised controlled trial (cRCT) at 26 Australian and New Zealand hospitals to improve bronchiolitis care. Findings demonstrated that targeted interventions significantly improved adherence with five evidence-based low-value bronchiolitis practices (no chest radiography, salbutamol, glucocorticoids, antibiotics and epinephrine) in the first 24 hours of hospitalisation (adjusted risk difference, 14.1%; 95% CI: 6.5% to 21.7%; p<0.001). During the intervention year (2017), intervention hospital (n=13) compliance was 85.1% (95% CI: 82.6% to 89.7%). This study aimed to determine if improvements in bronchiolitis management were sustained at intervention hospitals 2 years post-trial completion.</p><p><strong>Methods: </strong>International, multicentre follow-up study of hospitals in Australia and New Zealand that participated in a cRCT of de-implementation of low-value bronchiolitis practices, 1 year (2018) and 2 years (2019) post-trial completion, obtained retrospectively from medical audits. Sustainability was defined a priori as no more than a <7% decrease to any level of improvement in adherence for all five low-value practices (composite outcome) from the cRCT intervention year.</p><p><strong>Results: </strong>Of the 26 hospitals, 11 intervention and 10 control hospitals agreed to participate in the follow-up study. Data were collected on 3299 infants with bronchiolitis 1 year (intervention and control hospitals) and 1689 infants 2 years post-trial (intervention hospitals). Adherence with no use of the five low-value practices 2 years post-trial completion was 80.9% (adjusted predicted adherence, 80.8%, 95% CI: 77.4% to 84.2%; estimated risk difference from cRCT outcome -3.9%, 95% CI: -8.6% to 0.8%) at intervention hospitals, fulfilling the a priori definition of sustainability.</p><p><strong>Discussion: </strong>Targeted interventions, delivered over one bronchiolitis season, resulted in sustained improvements in bronchiolitis management in infants 2 years later. This follow-up study provides evidence for sustainability in de-implementing low-value care in bronchiolitis management.</p><p><strong>Trial registration details: </strong>Australian and New Zealand Clinical Trials Registry No: ACTRN12621001287820.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144616176","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}
引用次数: 0
RECi-PE (REducing CT in Pulmonary Embolism Diagnosis): an emergency department quality intervention. RECi-PE(降低CT在肺栓塞诊断中的应用):一种急诊质量干预方法。
IF 5.6 1区 医学
BMJ Quality & Safety Pub Date : 2025-07-09 DOI: 10.1136/bmjqs-2024-018130
Jared S Anderson, Andrew Beck, Janette Baird, Timmy R Lin, Anthony M Napoli
{"title":"RECi-PE (REducing CT in Pulmonary Embolism Diagnosis): an emergency department quality intervention.","authors":"Jared S Anderson, Andrew Beck, Janette Baird, Timmy R Lin, Anthony M Napoli","doi":"10.1136/bmjqs-2024-018130","DOIUrl":"https://doi.org/10.1136/bmjqs-2024-018130","url":null,"abstract":"<p><strong>Background: </strong>Pulmonary embolism (PE) is a potentially deadly disease and a diagnostic challenge in emergency departments (EDs). Established strategies exist for risk stratification and test stewardship for CT pulmonary angiography (CTPA). However, implementation of best practices has proven challenging, and rising CTPA utilisation increases costs, radiation exposure and ED crowding. We created a multimodal quality intervention to reduce excess CTPA studies and increase the use of d-dimer assays prior to CTPA. Balance measures included the rate of positive CTPA studies and ED returns within 72 hours of discharge.</p><p><strong>Methods: </strong>This was an observational, pre-post interventional design at three EDs. The intervention included an institutional PE diagnostic guideline, educational sessions, an electronic clinical decision support tool and monthly feedback to individual providers. Consecutive patient data were analysed 1 year pre and 1 year post an intervention on 21 November 2021. Analyses used Pearson χ<sup>2</sup>, logistic regression generalised linear models and XmR statistical process control (SPC).</p><p><strong>Results: </strong>The study included 307 441 patient encounters, with 35 066 PE evaluations. CTPA utilisation decreased from 6.0% to 5.1% (p<0.01) of all patient encounters, and d-dimer use preceding CTPA increased from 36.6% to 56.3% (p<0.01). For both primary measures, SPC charts showed statistically significant special cause variation compared with the pre-intervention data. There was no significant change in the rate of positive CTPA studies (9.3% vs 10.4%, p=0.14) or 72-hour ED returns (3.0 vs 3.1%, p=0.6).</p><p><strong>Conclusions: </strong>A multimodal intervention was associated with reduced CTPA utilisation and increased use of d-dimer as the initial test in PE diagnosis, without any negative associated impact on balance measures. This strategy could be reproduced and implemented at other institutions looking to change practice.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144599409","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}
引用次数: 0
Evaluation of the accuracy and safety of machine translation of patient-specific discharge instructions: a comparative analysis. 病人特定出院指示机器翻译的准确性和安全性评估:比较分析。
IF 5.6 1区 医学
BMJ Quality & Safety Pub Date : 2025-07-09 DOI: 10.1136/bmjqs-2024-018384
Marianna Kong, Alicia Fernandez, Jaskaran Bains, Ana Milisavljevic, Katherine C Brooks, Akash Shanmugam, Leslie Avilez, Junhong Li, Vladyslav Honcharov, Andersen Yang, Elaine C Khoong
{"title":"Evaluation of the accuracy and safety of machine translation of patient-specific discharge instructions: a comparative analysis.","authors":"Marianna Kong, Alicia Fernandez, Jaskaran Bains, Ana Milisavljevic, Katherine C Brooks, Akash Shanmugam, Leslie Avilez, Junhong Li, Vladyslav Honcharov, Andersen Yang, Elaine C Khoong","doi":"10.1136/bmjqs-2024-018384","DOIUrl":"10.1136/bmjqs-2024-018384","url":null,"abstract":"<p><strong>Introduction: </strong>Machine translation of patient-specific information could mitigate language barriers if sufficiently accurate and non-harmful and may be particularly useful in healthcare encounters when professional translators are not readily available. We evaluated the translation accuracy and potential for harm of ChatGPT-4 and Google Translate in translating from English to Spanish, Chinese and Russian.</p><p><strong>Methods: </strong>We used ChatGPT-4 and Google Translate to translate 50 sets (316 sentences) of deidentified, patient-specific, clinician free-text emergency department instructions into Spanish, Chinese and Russian. These were then back-translated into English by professional translators and double-coded by physicians for accuracy and potential for clinical harm.</p><p><strong>Results: </strong>At the sentence level, we found that both tools were ≥90% accurate in translating English to Spanish (accuracy: GPT 97%, Google Translate 96%) and English to Chinese (accuracy: GPT 95%; Google Translate 90%); neither tool performed as well in translating English to Russian (accuracy: GPT 89%; Google Translate 80%). At the instruction set level, 16%, 24% and 56% of Spanish, Chinese and Russian GPT-translated instruction sets contained at least one inaccuracy. For Google Translate, 24%, 56% and 66% of Spanish, Chinese and Russian translations contained at least one inaccuracy. The potential for harm due to inaccurate translations was ≤1% for both tools in all languages at the sentence level and ≤6% at the instruction set level. GPT was significantly more accurate than Google Translate in Chinese and Russian at the sentence level; the potential for harm was similar.</p><p><strong>Conclusion: </strong>These results support the potential of machine translation tools to mitigate gaps in translation services for low-stakes written communication from English to Spanish, while also strengthening the case for caution and for professional oversight in non-low-risk communication. Further research is needed to evaluate machine translation for other languages and more technical content.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12252260/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144599388","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}
引用次数: 0
From parallel tracks to integrated practice: advancing the integration of quality improvement and implementation science. 从平行轨道到整合实践:推进质量改进与实施科学的整合。
IF 5.6 1区 医学
BMJ Quality & Safety Pub Date : 2025-07-08 DOI: 10.1136/bmjqs-2025-018917
Stephanie Bogdewic, Susan Cronin, Rohit Ramaswamy
{"title":"From parallel tracks to integrated practice: advancing the integration of quality improvement and implementation science.","authors":"Stephanie Bogdewic, Susan Cronin, Rohit Ramaswamy","doi":"10.1136/bmjqs-2025-018917","DOIUrl":"https://doi.org/10.1136/bmjqs-2025-018917","url":null,"abstract":"","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144590490","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}
引用次数: 0
Impact of online patient access to clinical notes on quality of care: a systematic review. 在线患者访问临床记录对护理质量的影响:一项系统综述。
IF 5.6 1区 医学
BMJ Quality & Safety Pub Date : 2025-07-07 DOI: 10.1136/bmjqs-2024-018363
Yoko Yoshimura, Geva Greenfield, Elena Lammila-Escalera, Brian Mcmillan, Benedict Hayhoe, Azeem Majeed, Ana Luisa Neves
{"title":"Impact of online patient access to clinical notes on quality of care: a systematic review.","authors":"Yoko Yoshimura, Geva Greenfield, Elena Lammila-Escalera, Brian Mcmillan, Benedict Hayhoe, Azeem Majeed, Ana Luisa Neves","doi":"10.1136/bmjqs-2024-018363","DOIUrl":"https://doi.org/10.1136/bmjqs-2024-018363","url":null,"abstract":"<p><strong>Background: </strong>Access to electronic health records (EHRs) has the potential to improve the quality of care. Clinical notes, free-text entries documenting clinicians' observations and decisions, are central to EHRs. Sharing these notes may reduce information asymmetry, enhance transparency and empower patients. However, their impact on care quality remains unclear.</p><p><strong>Aim: </strong>To assess the impact of sharing clinical notes online with patients on the domains of quality as defined by the Institute of Medicine (ie, patient-centredness, effectiveness, efficiency, safety, timeliness and equity).</p><p><strong>Methodology: </strong>A systematic review was conducted with no time limit, using CINAHL, Cochrane, OVID Embase, HMIC, Medline/PubMed and PsycINFO. A narrative synthesis method was employed to extract the study characteristics, and reported outcomes were organised using the six IOM quality domains. The risk of bias of included studies was assessed using the Risk of Bias in Non-randomised Studies of Interventions (ROBINS-I) tool.</p><p><strong>Results: </strong>Nineteen studies involving 203 152 participants met inclusion criteria. Outcomes included patient-centredness (n=16), patient safety (n=14), equity (n=6), efficiency (n=4), timeliness (n=0) and effectiveness (n=0). Patient-centredness studies reported high satisfaction (n=6), increased engagement (n=11) and stronger patient-provider trust (n=7). Patient safety studies noted improvements in medication adherence (n=4) and note accuracy (n=5), alongside privacy concerns (n=5). Equity studies found benefits for minority (n=3) and less-educated patients (n=2), with one reporting equitable outcomes (n=1). No significant changes in efficiency were observed (n=4).</p><p><strong>Discussion: </strong>Online sharing of clinical notes with patients positively impacted self-reported patient-centredness and patient safety, particularly benefiting underserved populations. However, privacy concerns must be effectively addressed, and robust safeguarding is essential to mitigate confidentiality issues. Further research is needed to evaluate the long-term impact on timeliness, effectiveness and efficiency of care.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144583051","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}
引用次数: 0
More alerts, less harm? Rethinking medication safety with AI. 警报越多,危害越小?用人工智能重新思考药物安全。
IF 5.6 1区 医学
BMJ Quality & Safety Pub Date : 2025-07-07 DOI: 10.1136/bmjqs-2025-018661
Clare Tolley, Andrew Kenneth Husband
{"title":"More alerts, less harm? Rethinking medication safety with AI.","authors":"Clare Tolley, Andrew Kenneth Husband","doi":"10.1136/bmjqs-2025-018661","DOIUrl":"https://doi.org/10.1136/bmjqs-2025-018661","url":null,"abstract":"","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144583052","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}
引用次数: 0
Effectiveness of a patient-centred complex intervention to improve Initial Medication Adherence to cardiovascular disease and diabetes treatments in primary care (the IMA-cRCT study): a pragmatic cluster randomised controlled trial using real-world data. 以患者为中心的复杂干预提高初级保健中心血管疾病和糖尿病治疗的初始药物依从性的有效性(IMA-cRCT研究):一项使用真实世界数据的实用聚类随机对照试验。
IF 5.6 1区 医学
BMJ Quality & Safety Pub Date : 2025-07-01 DOI: 10.1136/bmjqs-2024-018402
Carmen Corral-Partearroyo, Alba Sánchez-Viñas, Ignacio Aznar-Lou, María Teresa Peñarrubia-María, Montserrat Gil-Girbau, Carmen Gallardo-González, María Del Carmen Olmos-Palenzuela, Maria Rubio-Valera
{"title":"Effectiveness of a patient-centred complex intervention to improve Initial Medication Adherence to cardiovascular disease and diabetes treatments in primary care (the IMA-cRCT study): a pragmatic cluster randomised controlled trial using real-world data.","authors":"Carmen Corral-Partearroyo, Alba Sánchez-Viñas, Ignacio Aznar-Lou, María Teresa Peñarrubia-María, Montserrat Gil-Girbau, Carmen Gallardo-González, María Del Carmen Olmos-Palenzuela, Maria Rubio-Valera","doi":"10.1136/bmjqs-2024-018402","DOIUrl":"https://doi.org/10.1136/bmjqs-2024-018402","url":null,"abstract":"<p><strong>Introduction: </strong>Non-adherence to cardiovascular disease and diabetes treatments contributes to suboptimal clinical outcomes and higher cost. The initial medication adherence (IMA) intervention is a multidisciplinary primary care (PC) intervention based on shared decision-making (SDM). The IMA-cluster-randomised controlled trial (cRCT) study evaluated the impact of the IMA intervention on medication initiation, secondary adherence and clinical outcomes compared with usual care (UC).</p><p><strong>Methods: </strong>This was a pragmatic cRCT with a hybrid effectiveness-implementation design which randomised 24 PC centres in Spain to intervention or UC. Patients receiving a new prescription of antihypertensive, lipid-lowering, antiplatelet and/or oral/injectable antidiabetic medication at the intervention centres (March 2022-September 2022) were attended by general practitioners (GPs), nurses and community pharmacists who had been trained in SDM and given decision aids (leaflets and website). Real-world data from prescription and dispensing records-used to assess medication initiation and secondary adherence (correct dosing and continued use)-and clinical outcome data from electronic health records were collected up to 18 months after initial prescription and analysed using multilevel regression models.</p><p><strong>Results: </strong>Overall, 4910 prescriptions were issued to 3629 patients (Intervention=2148; UC=1481) by 150 GPs (Intervention=91; UC=59). No differences were detected between groups in medication initiation or secondary adherence. Among clinical outcomes, only blood pressure outcomes favoured the IMA intervention, reflecting a small but clinically meaningful improvement.</p><p><strong>Conclusions: </strong>The IMA intervention had limited overall impact, with no effect on adherence, but showed potential benefits in blood pressure. However, SDM, as an ethically grounded approach, may enhance patients and professional experiences, supporting its consideration for broader implementation. Future efforts should prioritise these benefits by investing in professional training and patient support, addressing implementation challenges and deepening understanding of SDM effects, which would warrant further evaluation.</p><p><strong>Trial registration number: </strong>NCT05026775.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144538503","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}
引用次数: 0
Large-scale observational study of AI-based patient and surgical material verification system in ophthalmology: real-world evaluation in 37 529 cases. 基于人工智能的眼科患者和手术材料验证系统的大规模观察研究:37 529例的真实世界评估。
IF 5.6 1区 医学
BMJ Quality & Safety Pub Date : 2025-06-19 DOI: 10.1136/bmjqs-2024-018018
Hitoshi Tabuchi, Naofumi Ishitobi, Hodaka Deguchi, Yuta Nakaniida, Hayato Tanaka, Masahiro Akada, Mao Tanabe
{"title":"Large-scale observational study of AI-based patient and surgical material verification system in ophthalmology: real-world evaluation in 37 529 cases.","authors":"Hitoshi Tabuchi, Naofumi Ishitobi, Hodaka Deguchi, Yuta Nakaniida, Hayato Tanaka, Masahiro Akada, Mao Tanabe","doi":"10.1136/bmjqs-2024-018018","DOIUrl":"10.1136/bmjqs-2024-018018","url":null,"abstract":"<p><strong>Background: </strong>Surgical errors in ophthalmology can have devastating consequences. We developed an artificial intelligence (AI)-based surgical safety system to prevent errors in patient identification, surgical laterality and intraocular lens (IOL) selection. This study aimed to evaluate its effectiveness in real-world ophthalmic surgical settings.</p><p><strong>Methods: </strong>In this retrospective observational before-and-after implementation study, we analysed 37 529 ophthalmic surgeries (18 767 pre-implementation, 18 762 post implementation) performed at Tsukazaki Hospital, Japan, between 1 March 2019 and 31 March 2024. The AI system, integrated with the WHO surgical safety checklist, was implemented for patient identification, surgical laterality verification and IOL authentication.</p><p><strong>Results: </strong>Post implementation, five medical errors (0.027%) occurred, with four in non-authenticated cases (where the AI system was not fully implemented or properly used), compared with one (0.0053%) pre-implementation (p=0.125). Of the four non-authenticated errors, two were laterality errors during the initial implementation period and two were IOL implantation errors involving unlearned IOLs (7.3% of cases) due to delayed AI updates. The AI system identified 30 near misses (0.16%) post implementation, vs 9 (0.048%) pre-implementation (p=0.00067), surgical laterality errors/near misses occurred at 0.039% (7/18 762) and IOL recognition at 0.29% (28/9713). The system achieved>99% implementation after 3 months. Authentication performance metrics showed high efficiency: facial recognition (1.13 attempts, 11.8 s), surgical laterality (1.05 attempts, 3.10 s) and IOL recognition (1.15 attempts, 8.57 s). Cost-benefit analysis revealed potential benefits ranging from US$181 946.94 to US$2 769 129.12 in conservative and intermediate scenarios, respectively.</p><p><strong>Conclusions: </strong>The AI-based surgical safety system significantly increased near miss detection and showed potential economic benefits. However, errors in non-authenticated cases underscore the importance of consistent system use and integration with existing safety protocols. These findings emphasise that while AI can enhance surgical safety, its effectiveness depends on proper implementation and continuous refinement.</p>","PeriodicalId":9077,"journal":{"name":"BMJ Quality & Safety","volume":" ","pages":"433-442"},"PeriodicalIF":5.6,"publicationDate":"2025-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12229072/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142754517","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}
引用次数: 0
Support for hospital doctors' workplace well-being in England: the Care Under Pressure 3 realist evaluation. 对英国医院医生工作场所幸福感的支持:压力下的护理现实主义评估。
IF 5.6 1区 医学
BMJ Quality & Safety Pub Date : 2025-06-19 DOI: 10.1136/bmjqs-2024-017698
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
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