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Wiping Out Confusion: A Toolkit to Define Roles and Improve Cleanliness in Complex Patient Care Spaces. 消除混乱:在复杂的病人护理空间中定义角色和改善清洁度的工具包。
IF 2.4 3区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2026-02-04 DOI: 10.1016/j.ajic.2026.02.002
Sara Townsend, Tina Cermignano, Paula Karley, Nicole Seon, Susan E Coffin

Background: A clean patient care environment is critical for safety, yet medical technology, unclear cleaning ownership, and diverse teams complicate expectations. Reliable cleaning practices are essential.

Methods & results: A partnership between Infection Prevention, Nursing, and Environmental Services led to sustained improvements in room cleanliness and staff understanding of cleaning roles. A toolkit was created including monitoring tools, education, and staff talking points.

Summary: This toolkit provides a framework and tools to support improvement for environmental cleanliness in inpatient settings.

背景:清洁的患者护理环境对安全至关重要,但医疗技术、清洁所有权不明确以及团队多样化使期望复杂化。可靠的清洁方法是必不可少的。方法与结果:感染预防、护理和环境服务之间的伙伴关系导致了房间清洁度和员工对清洁角色的理解的持续改善。创建了一个工具包,包括监控工具、教育和员工谈话要点。摘要:该工具包提供了一个框架和工具,以支持改善住院环境的清洁。
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引用次数: 0
Decolonising Infection Prevention and Control. 非殖民化感染预防和控制。
IF 2.4 3区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2026-02-03 DOI: 10.1016/j.ajic.2026.02.001
Matt Mason, Elizabeth Elder, Peta-Anne Zimmerman
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引用次数: 0
Predicting mortality across hospital departments: A machine learning approach for various health care-associated infections. “预测医院各部门的死亡率:各种医疗保健相关感染的机器学习方法”。
IF 2.4 3区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2026-02-01 Epub Date: 2025-09-11 DOI: 10.1016/j.ajic.2025.09.004
Iman Heidari, Mohammad Mehdi Sepehri

Background: Health care-associated infections (HAIs) pose a serious challenge to health care systems. Early identification of high-risk patients is crucial for optimizing resource allocation and preventive screening. This study develops and evaluates machine learning (ML) models to predict mortality in HAI patients across different hospital wards.

Methods: This cross-sectional study analyzed a dataset of 4,346 HAI-diagnosed patients from a 700-bed hospital in Tehran, Iran, spanning March 2018 to January 2023. The dataset included demographics, clinical factors, and laboratory results. We applied 4 ML algorithms: multilayer perceptron (MLP), extreme gradient boosting, gradient boosting machines, and decision trees. Model performance was assessed using accuracy, precision, recall, F1 score, and area under the receiver operating characteristic curve.

Results: MLP achieved the highest accuracy (91%) and area under the receiver operating characteristic curve (0.95), outperforming extreme gradient boosting, gradient boosting machines, and decision trees. Learning curves and cross-validation confirmed its robustness and generalizability.

Conclusions: ML techniques, particularly MLP, effectively predict mortality in HAI patients across hospital departments. By enabling targeted interventions and optimized resource allocation, MLP models can significantly improve HAI management and patient outcomes. Integrating these models into clinical decision support systems may enhance patient care and reduce the burden of HAIs.

背景:医疗保健相关感染(HAIs)对医疗保健系统构成了严重的挑战。早期识别高危患者对于优化资源分配和预防性筛查至关重要。本研究开发并评估了机器学习(ML)模型,以预测不同医院病房HAI患者的死亡率。方法:本横断面研究分析了2018年3月至2023年1月期间来自伊朗德黑兰一家拥有700张床位的医院的4346名hai诊断患者的数据集。数据集包括人口统计、临床因素和实验室结果。我们应用了四种机器学习算法:多层感知器(MLP)、极端梯度增强(XGBoost)、梯度增强机(GBM)和决策树。采用准确度、精密度、召回率、F1评分和受试者工作特征曲线下面积(AUC-ROC)来评估模型的性能。结果:在所有模型中,MLP的准确率最高(91%),AUC-ROC(0.95),优于XGBoost、GBM和决策树。学习曲线和交叉验证验证了其鲁棒性和泛化性。结论:ML技术,特别是MLP,可有效预测医院各科室HAI患者的死亡率。通过实现有针对性的干预和优化的资源分配,MLP模型可以显著改善HAI管理和患者预后。将这些模型整合到临床决策支持系统中,可以提高患者护理水平,减轻卫生保健机构的负担。
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引用次数: 0
Risk factors for hospital-attributable methicillin-resistant Staphylococcus aureus (HA-MRSA) bacteremia and outcomes of HA-MRSA bacteremia post-infection reviews (PIRs) in a tertiary hospital. 一家三级医院医院致甲氧西林耐药金黄色葡萄球菌(HA-MRSA)菌血症的危险因素和HA-MRSA菌血症感染后评价(PIRs)的结果
IF 2.4 3区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2026-02-01 Epub Date: 2025-10-14 DOI: 10.1016/j.ajic.2025.10.004
Cherie Le Si Gan, Mabel Zhi Qi Foo, Ankur Patel, Hatijah Binti Tohid, Kwee Yuen Tan, May Kyawt Aung, Aung Myat Oo, Darius Yak Weng Chan, Shalvi Arora, Yong Yang, Hei Man Wong, Maciej Piotr Chlebicki, Liang En Wee, Deborah Chooi Mun Lai, Yuke Tien Fong, Moi Lin Ling, Ban Hock Tan, Indumathi Venkatachalam, Jean Xiang Ying Sim

Background: Methicillin-resistant Staphylocccus aureus (MRSA) bacteremia causes significant morbidity and mortality. At our center, a semiautomated algorithm is used to identify patients with hospital-attributable (HA) MRSA bacteremia. A postinfection review (PIR) is conducted to determine contributing factors for HA-MRSA bacteremia.

Methods: Incident cases of MRSA bacteremia between April 1, 2017 and December 31, 2023 were reviewed. Demographic and clinical characteristics of patients with HA-MRSA versus non-HA-MRSA bacteremia were analyzed using univariable and multivariable logistic regression analysis.

Results: Among 341 patients with MRSA bacteremia during the study period, 122 (35.8%) had HA-MRSA bacteremia requiring PIR. Factors significantly associated with HA-MRSA bacteremia included invasive image-guided procedures within the preceding 2 weeks (aOR 8.21, 95% CI: 2.63-25.61; P < .001), new MRSA acquisition (aOR 6.01, 95% CI: 2.77-13.03; P < .001), and use of intravenous cannulas (aOR 1.99, 95% CI: 1.12-3.54; P = .019). The most common issue identified in PIRs was suboptimal adherence or erroneous administration of MRSA decolonization therapy (18.9%), which was improved through staff training and patient education.

Conclusions: HA-MRSA bacteremia was associated with preceding invasive image-guided procedures, new MRSA acquisition, and the use of intravenous cannulas. PIRs complemented data analyses by identifying practices contributing to HA-MRSA bacteremia and guiding infection prevention measures.

背景:耐甲氧西林金黄色葡萄球菌(MRSA)菌血症引起显著的发病率和死亡率。在我们的中心,使用半自动算法来识别医院可归因于MRSA (HA-MRSA)菌血症的患者。进行感染后回顾(PIR)以确定HA-MRSA菌血症的影响因素。方法:回顾性分析2017年4月1日至2023年12月31日MRSA菌血症病例。采用单变量和多变量logistic回归分析HA-MRSA与非HA-MRSA菌血症患者的人口学和临床特征。结果:在研究期间的341例MRSA菌血症患者中,122例(35.8%)有HA-MRSA菌血症需要PIR。与HA-MRSA菌血症显著相关的因素包括前两周内侵入性图像引导手术(aOR 8.21, 95% CI: 2.63-25.61; p < 0.001),新的MRSA获得(aOR 6.01, 95% CI: 2.77-13.03; p < 0.001),以及静脉(IV)插管的使用(aOR 1.99, 95% CI: 1.12-3.54; p = 0.019)。在pir中发现的最常见的问题是MRSA去菌落治疗的依从性不佳或错误给药(18.9%),这可以通过员工培训和患者教育来改善。结论:HA-MRSA菌血症与之前的侵入性图像引导手术、新的MRSA采集和静脉插管的使用有关。pir通过确定导致HA-MRSA菌血症的做法和指导感染预防措施来补充数据分析。
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引用次数: 0
The effect of textiles and their management on healthcare-associated infections: A scoping review. 纺织品及其管理对医疗保健相关感染的影响:范围审查
IF 2.4 3区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2026-02-01 Epub Date: 2025-08-28 DOI: 10.1016/j.ajic.2025.08.027
Arianna Caliaro, Alessia Pontirolli, Federica Canzan, Elisa Ambrosi

Background: Textiles in healthcare settings can act as reservoirs for microbial contamination. However, their role in transmitting healthcare-associated infections (HAIs) remains underexplored.

Methods: This scoping review mapped existing evidence on the composition and management of hospital textiles for HAI prevention. A systematic search was conducted across PubMed, CINAHL, Cochrane Central Register of Controlled Trials, Web of Science, and Scopus.

Results: Twenty studies were included, investigating antimicrobial textile compositions and management interventions, such as decontamination methods and replacement schedules. Decontamination of privacy curtains with hydrogen peroxide (spray, wipe, or dry aerosol), quaternary ammonium compounds (daily or biweekly), and sodium hypochlorite (Endurocide brand and BioSmart) showed reductions in bacterial load. BioSmart without hypochlorite showed no significant difference from standard curtains. Endurocide reduced total aerobic count, while Ecomed curtains with silver did not. Effects on multidrug-resistant organisms were inconsistent. Bedding textiles treated with copper oxide, zinc oxide, or Bio-kil nanotechnology yielded mixed results, with some studies reporting HAIs reductions, including catheter-related urinary tract and bloodstream infections, Clostridium-difficile, and multidrug-resistant organisms, while others found no significant effects.

Conclusions: Textile management strategies, including antimicrobial treatments and cleaning protocols, potentially reduce microbial contamination and HAIs. Future research should address gaps in textile handling (laundering, storage, replacement) for comprehensive infection prevention.

背景:卫生保健场所使用的纺织品可作为微生物污染的储存库。然而,它们在卫生保健相关感染(HAIs)传播中的潜在作用仍未得到充分探讨。方法:本综述对医院纺织品成分和管理与HAI预防相关的现有证据进行了梳理。系统检索PubMed, CINAHL, Cochrane Central Register of Controlled Trials, Web of Science和Scopus。结果:纳入了20项研究,调查了抗菌纺织品成分和管理干预措施,如去污方法和更换时间表。用双氧水(通过喷雾、擦拭或干燥气溶胶)、季铵化合物(每天或每两周)和次氯酸钠(Endurocide®品牌和BioSmart®)对隐私窗帘进行去污,可以减少细菌负荷。与标准窗帘相比,不含次氯酸盐的BioSmart®没有显着差异。Endurocide®降低了总需氧计数,而Ecomed®含银窗帘则没有。对多重耐药菌(MDROs)的影响不一致。用氧化铜、氧化锌或bio - kill®纳米技术处理的床上用品纺织品产生了不同的结果,一些研究报告了HAIs的减少,包括导尿管相关的尿路和血液感染、艰难梭菌和MDROs,而另一些研究发现没有显著的效果。结论:纺织品管理策略,包括抗菌处理和清洁方案,在减少微生物污染和可能的HAIs方面具有潜力。未来的研究应解决纺织品处理实践中的差距,如洗涤、储存和更换,以支持全面的感染预防策略。
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引用次数: 0
Quality of hand hygiene performance: A systematic literature review. 手卫生表现的质量:系统的文献综述。
IF 2.4 3区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2026-02-01 Epub Date: 2025-09-02 DOI: 10.1016/j.ajic.2025.08.025
Julia Messina G Ferreira, Vinicius S Marra, José Roberto Generoso, Carlos H Tudino, Mariana Kim Hsieh, Isabele Pardo, Pietra Sovero Campagnoli, Luiz Eduardo Ceccon, Patricia Deffune Celeghini, Beatriz Bonini Zancopé, Mariah Pires Possebon, Lucca Miguel Duda Tavares, Beatriz Corrêa Dos Santos Seabra, Eli N Perencevich, Michihiko Goto, Michael B Edmond, Alexandre R Marra

Background: Hand hygiene (HH) is essential for infection prevention in health care, but the quality of its performance, meaning how well it is done, receives much less attention than compliance. This review examines how HH technique is assessed and can be improved among health care providers.

Methods: Following Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines, 6 databases were searched through May 15, 2025. Studies assessing HH performance quality in health care were included. Quality indicators included technique completeness, product volume, and duration. Study selection, data extraction, and risk-of-bias assessments were performed independently by 2 reviewers.

Results: Forty studies met inclusion criteria. Despite compliance rates, ranging from 23.5% to 93.2%, proper technique was often lacking. Few HH events followed all recommended steps, and frequently missed areas included fingertips, thumbs, and wrists. Alcohol-based hand rubs (ABHRs) outperformed soap and water in quality and coverage. Interventions such as real-time feedback, ultraviolet markers, and augmented reality tools improved technique temporarily, though sustained improvement was rare. Educational interventions showed mixed long-term results.

Conclusions: HH performance quality remains suboptimal even with high compliance. Future efforts should prioritize technique-focused training, innovative feedback, and simplified protocols to enhance HH quality in clinical practice.

背景:手卫生(HH)对卫生保健中的感染预防至关重要,但其表现的质量,即做得有多好,受到的关注远远少于依从性。这篇综述探讨了HH技术是如何评估的,并且可以在医疗保健提供者中得到改进。方法:按照PRISMA指南,检索截至2025年5月15日的6个数据库。评估医疗保健中HH绩效质量的研究被纳入。质量指标包括技术完整性、产品数量和持续时间。研究选择、数据提取和偏倚风险评估由两位审稿人独立完成。结果:40项研究符合纳入标准。尽管依从率从23.5%到93.2%不等,但通常缺乏适当的技术。很少HH事件遵循所有建议的步骤,并且经常遗漏的区域包括指尖、拇指和手腕。酒精类洗手液(ABHR)在质量和覆盖率方面优于肥皂和水。诸如实时反馈、紫外线标记和增强现实工具等干预措施暂时改善了技术,尽管持续的改善很少。教育干预的长期效果喜忧参半。结论:即使在高依从性的情况下,HH的性能质量仍然不是最佳的。未来的工作应优先考虑以技术为重点的培训、创新的反馈和简化的方案,以提高临床实践中的手卫生质量。
{"title":"Quality of hand hygiene performance: A systematic literature review.","authors":"Julia Messina G Ferreira, Vinicius S Marra, José Roberto Generoso, Carlos H Tudino, Mariana Kim Hsieh, Isabele Pardo, Pietra Sovero Campagnoli, Luiz Eduardo Ceccon, Patricia Deffune Celeghini, Beatriz Bonini Zancopé, Mariah Pires Possebon, Lucca Miguel Duda Tavares, Beatriz Corrêa Dos Santos Seabra, Eli N Perencevich, Michihiko Goto, Michael B Edmond, Alexandre R Marra","doi":"10.1016/j.ajic.2025.08.025","DOIUrl":"10.1016/j.ajic.2025.08.025","url":null,"abstract":"<p><strong>Background: </strong>Hand hygiene (HH) is essential for infection prevention in health care, but the quality of its performance, meaning how well it is done, receives much less attention than compliance. This review examines how HH technique is assessed and can be improved among health care providers.</p><p><strong>Methods: </strong>Following Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines, 6 databases were searched through May 15, 2025. Studies assessing HH performance quality in health care were included. Quality indicators included technique completeness, product volume, and duration. Study selection, data extraction, and risk-of-bias assessments were performed independently by 2 reviewers.</p><p><strong>Results: </strong>Forty studies met inclusion criteria. Despite compliance rates, ranging from 23.5% to 93.2%, proper technique was often lacking. Few HH events followed all recommended steps, and frequently missed areas included fingertips, thumbs, and wrists. Alcohol-based hand rubs (ABHRs) outperformed soap and water in quality and coverage. Interventions such as real-time feedback, ultraviolet markers, and augmented reality tools improved technique temporarily, though sustained improvement was rare. Educational interventions showed mixed long-term results.</p><p><strong>Conclusions: </strong>HH performance quality remains suboptimal even with high compliance. Future efforts should prioritize technique-focused training, innovative feedback, and simplified protocols to enhance HH quality in clinical practice.</p>","PeriodicalId":7621,"journal":{"name":"American journal of infection control","volume":" ","pages":"192-209"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144999436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Regional disparities and related factors in knowledge, attitude, and practice toward needlestick injuries among clinical nurses: A propensity score--matched comparative study of Chongqing versus national-level data. 临床护士对针刺伤害的知识、态度和行为的地区差异及相关因素:重庆与全国数据的倾向评分匹配比较研究
IF 2.4 3区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2026-02-01 Epub Date: 2025-09-19 DOI: 10.1016/j.ajic.2025.09.009
Rui He, Peiliang Wu, Wenfeng Tang, Li Tan, Xia Li, Hongjie Yi, Luman Zhang, Ying Shen

Background: Needlestick injuries (NSIs) are major occupational hazard for health care workers, particularly clinical nurses. Regional disparities in NSI incidence and related knowledge, attitude, and practice (KAP) remain underexplored in China.

Methods: A cross-sectional online survey collected 16,070 valid responses from 34 provincial-level regions in China between November 2022 and February 2023. Propensity score matching (PSM) was applied to control for demographic differences, followed by univariate and multivariate analyses to compare KAP levels and influencing factors of NSIs.

Results: After PSM, nurses in Chongqing demonstrated higher frequencies of NSI prevention training, broader adoption of needleless connectors, and more comprehensive institutional management measures (all P < .001) compared with national counterparts. KAP scores in Chongqing were significantly superior across all domains (P < .001), and the self-reported NSI incidence was lower (P = .005). Multivariable analyses identified frequent training (≥3 times/year), awareness of needleless systems, and integration of NSI prevention into hospital quality control systems as independent predictors of higher KAP scores and lower NSI risk.

Conclusions: Clinical nurses in Chongqing exhibited superior KAP profiles and reduced NSI incidence compared with national averages. Systematic training and institutional integration of NSI prevention emerged as critical strategies to enhance occupational safety.

背景:针刺伤(nsi)是卫生保健工作者,特别是临床护士的主要职业危害。在中国,自伤发生率和相关知识、态度和实践(KAP)的地区差异仍未得到充分探讨。方法:在2022年11月至2023年2月期间,通过横断面在线调查收集了来自中国34个省级地区的16,070份有效回复。采用倾向得分匹配(PSM)作为人口统计学差异的对照,采用单因素和多因素分析比较nsi患者的KAP水平和影响因素。结果:在PSM后,重庆地区护士进行自伤预防培训的频率更高,无针连接器的采用更广泛,机构管理措施更全面(均为PSM)。结论:重庆临床护士的KAP概况优于全国平均水平,自伤发生率低于全国平均水平。系统的培训和制度性的整合成为加强职业安全的关键策略。这些调查结果强调了标准化政策执行和跨区域公平资源分配的必要性。
{"title":"Regional disparities and related factors in knowledge, attitude, and practice toward needlestick injuries among clinical nurses: A propensity score--matched comparative study of Chongqing versus national-level data.","authors":"Rui He, Peiliang Wu, Wenfeng Tang, Li Tan, Xia Li, Hongjie Yi, Luman Zhang, Ying Shen","doi":"10.1016/j.ajic.2025.09.009","DOIUrl":"10.1016/j.ajic.2025.09.009","url":null,"abstract":"<p><strong>Background: </strong>Needlestick injuries (NSIs) are major occupational hazard for health care workers, particularly clinical nurses. Regional disparities in NSI incidence and related knowledge, attitude, and practice (KAP) remain underexplored in China.</p><p><strong>Methods: </strong>A cross-sectional online survey collected 16,070 valid responses from 34 provincial-level regions in China between November 2022 and February 2023. Propensity score matching (PSM) was applied to control for demographic differences, followed by univariate and multivariate analyses to compare KAP levels and influencing factors of NSIs.</p><p><strong>Results: </strong>After PSM, nurses in Chongqing demonstrated higher frequencies of NSI prevention training, broader adoption of needleless connectors, and more comprehensive institutional management measures (all P < .001) compared with national counterparts. KAP scores in Chongqing were significantly superior across all domains (P < .001), and the self-reported NSI incidence was lower (P = .005). Multivariable analyses identified frequent training (≥3 times/year), awareness of needleless systems, and integration of NSI prevention into hospital quality control systems as independent predictors of higher KAP scores and lower NSI risk.</p><p><strong>Conclusions: </strong>Clinical nurses in Chongqing exhibited superior KAP profiles and reduced NSI incidence compared with national averages. Systematic training and institutional integration of NSI prevention emerged as critical strategies to enhance occupational safety.</p>","PeriodicalId":7621,"journal":{"name":"American journal of infection control","volume":" ","pages":"170-178"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145111839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Disparities in surgical site infections: The role of social vulnerability among medicare beneficiaries. 手术部位感染的差异:社会脆弱性在医疗保险受益人中的作用。
IF 2.4 3区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2026-02-01 Epub Date: 2025-10-31 DOI: 10.1016/j.ajic.2025.10.029
Yu Jin Kang, Janet P Haas, Patti E Landerfelt, Omid R Razmpour, Edmund R Becker, Peter Joski, Jeannie P Cimiotti

Background: Coronary artery bypass graft (CABG) is a common procedure that can result in surgical complications.

Methods: Cross-sectional study of 757 acute care hospitals performing CABG surgery. Data on 24,066 Medicare beneficiaries were merged with data from the American Hospital Association Annual Survey and ZIP code-based community characteristics from the Social Vulnerability Index (SVI). Multivariate logistic regression models were fit to estimate the association between social vulnerability and CABG surgical site infection (SSI).

Results: Minority Status and Language were associated with an increase in the likelihood of CABG SSI. In a fully adjusted model, patients from the highest Minority Status and Language SVI quartile had a 60% increase in the likelihood of CABG SSI compared to the lowest SVI quartile.

Discussion: These findings suggest that racial and language differences that exist within communities' impact Medicare beneficiaries who undergo CABG surgery. These differences result in a higher risk for SSI.

Conclusions: It is imperative that health care organizations and clinicians recognize that community factors can place surgical patients at increased risk for infection and may require community-based interventions.

背景:冠状动脉旁路移植术(CABG)是一种常见的手术,可导致手术并发症。方法:对757家实施冠脉搭桥手术的急症护理医院进行横断面研究。24,066名医疗保险受益人的数据与来自美国医院协会年度调查的数据以及来自社会脆弱性指数(SVI)的基于邮政编码的社区特征合并。拟合多元logistic回归模型来估计社会脆弱性与CABG手术部位感染(SSI)之间的关系。结果:少数民族身份和语言与CABG SSI的可能性增加有关。在一个完全调整的模型中,来自最高少数民族地位和语言SVI四分位数的患者与最低SVI四分位数的患者相比,CABG SSI的可能性增加60%。讨论:这些研究结果表明,社区内存在的种族和语言差异会影响接受CABG手术的医疗保险受益人。这些差异导致SSI的风险更高。结论:医疗机构和临床医生必须认识到社区因素会增加手术患者的感染风险,可能需要社区干预。
{"title":"Disparities in surgical site infections: The role of social vulnerability among medicare beneficiaries.","authors":"Yu Jin Kang, Janet P Haas, Patti E Landerfelt, Omid R Razmpour, Edmund R Becker, Peter Joski, Jeannie P Cimiotti","doi":"10.1016/j.ajic.2025.10.029","DOIUrl":"10.1016/j.ajic.2025.10.029","url":null,"abstract":"<p><strong>Background: </strong>Coronary artery bypass graft (CABG) is a common procedure that can result in surgical complications.</p><p><strong>Methods: </strong>Cross-sectional study of 757 acute care hospitals performing CABG surgery. Data on 24,066 Medicare beneficiaries were merged with data from the American Hospital Association Annual Survey and ZIP code-based community characteristics from the Social Vulnerability Index (SVI). Multivariate logistic regression models were fit to estimate the association between social vulnerability and CABG surgical site infection (SSI).</p><p><strong>Results: </strong>Minority Status and Language were associated with an increase in the likelihood of CABG SSI. In a fully adjusted model, patients from the highest Minority Status and Language SVI quartile had a 60% increase in the likelihood of CABG SSI compared to the lowest SVI quartile.</p><p><strong>Discussion: </strong>These findings suggest that racial and language differences that exist within communities' impact Medicare beneficiaries who undergo CABG surgery. These differences result in a higher risk for SSI.</p><p><strong>Conclusions: </strong>It is imperative that health care organizations and clinicians recognize that community factors can place surgical patients at increased risk for infection and may require community-based interventions.</p>","PeriodicalId":7621,"journal":{"name":"American journal of infection control","volume":" ","pages":"153-157"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145429928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Response to letter regarding "Reduction in immediate use steam sterilization associated with reduction in surgical site infections". 回复关于“减少立即使用蒸汽灭菌与减少手术部位感染相关”的信件。
IF 2.4 3区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2026-02-01 DOI: 10.1016/j.ajic.2025.10.007
Jennifer Jaffe, Linda Merz, Kathleen McMullen
{"title":"Response to letter regarding \"Reduction in immediate use steam sterilization associated with reduction in surgical site infections\".","authors":"Jennifer Jaffe, Linda Merz, Kathleen McMullen","doi":"10.1016/j.ajic.2025.10.007","DOIUrl":"https://doi.org/10.1016/j.ajic.2025.10.007","url":null,"abstract":"","PeriodicalId":7621,"journal":{"name":"American journal of infection control","volume":"54 2","pages":"240"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146140888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Estimation of risk-adjusted postoperative infection outcomes using interpretable machine learning and electronic health record data. 使用可解释的机器学习和电子健康记录数据评估风险调整后术后感染结果。
IF 2.4 3区 医学 Q2 INFECTIOUS DISEASES Pub Date : 2026-02-01 Epub Date: 2025-10-01 DOI: 10.1016/j.ajic.2025.09.015
Kathryn L Colborn, Yizhou Fei, William G Henderson, Yaxu Zhuang, Adam R Dyas, Michael E Matheny, Christina M Stuart, Robert A Meguid

Background: This study compared risk-adjusted postoperative infection outcomes estimated by statistical models applied to electronic health record (EHR) data ("automated") to gold-standard manual chart review outcomes estimated by the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP).

Methods: 307,335 adult patients who underwent 441,047 operations in nine surgical specialties at five large hospitals between 2013-2019 were included. Records from 30,603 patients were linked to the local ACS-NSQIP database (97% linkage). Previously published models for estimating preoperative risk and occurrence of postoperative infections were used to estimate observed-to-expected event ratios (O/E) for surgical site infections, urinary tract infections, sepsis/septic shock, and pneumonia.

Results: O/E ratios were similar when comparing automated methods to ACS-NSQIP across 5 hospitals and 4 infection types. The Pearson correlation coefficient of the hospital O/E ratios was 0.77, mean absolute difference was 0.13%, and 100% of the confidence intervals were overlapping. The correlations and mean absolute differences for individual infection types improved as incidence rates increased.

Discussion: Parsimonious statistical models applied to EHR data can be used to accurately estimate hospital risk-adjusted postoperative infection outcomes.

Conclusions: These models could be used to augment postoperative infection surveillance for hospital quality monitoring.

背景:本研究比较了应用于电子健康记录(EHR)数据(“自动化”)的统计模型估计的经风险调整的术后感染结果与美国外科医师学会国家手术质量改进计划(ACS-NSQIP)估计的金标准手工图表审查结果。材料与方法:纳入2013-2019年间在同一医疗系统内5家大型医院的9个外科专科接受手术的成年患者队列。307,335例患者接受了441,047例独特手术。30603例患者的记录被链接到本地ACS-NSQIP数据库(97%链接)。先前发表的用于估计术前风险和术后感染发生率的模型被用于估计手术部位感染、尿路感染、败血症/感染性休克和肺炎的观察到与预期事件比(O/E)。结果:在五家医院和四种感染类型中,当比较EHR自动化方法和手动图表审查时,以O/E比率表示的风险调整感染结果相似。医院O/E比的Pearson相关系数为0.77,平均绝对差为0.13,100%的置信区间重叠。个体感染类型的相关性和平均绝对差异随着发病率的增加而提高。讨论:应用于电子病历数据的简约统计模型可用于准确估计所有手术的医院风险调整后的术后感染结果。结论:这些模型可用于加强医院质量监测的术后感染监测。
{"title":"Estimation of risk-adjusted postoperative infection outcomes using interpretable machine learning and electronic health record data.","authors":"Kathryn L Colborn, Yizhou Fei, William G Henderson, Yaxu Zhuang, Adam R Dyas, Michael E Matheny, Christina M Stuart, Robert A Meguid","doi":"10.1016/j.ajic.2025.09.015","DOIUrl":"10.1016/j.ajic.2025.09.015","url":null,"abstract":"<p><strong>Background: </strong>This study compared risk-adjusted postoperative infection outcomes estimated by statistical models applied to electronic health record (EHR) data (\"automated\") to gold-standard manual chart review outcomes estimated by the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP).</p><p><strong>Methods: </strong>307,335 adult patients who underwent 441,047 operations in nine surgical specialties at five large hospitals between 2013-2019 were included. Records from 30,603 patients were linked to the local ACS-NSQIP database (97% linkage). Previously published models for estimating preoperative risk and occurrence of postoperative infections were used to estimate observed-to-expected event ratios (O/E) for surgical site infections, urinary tract infections, sepsis/septic shock, and pneumonia.</p><p><strong>Results: </strong>O/E ratios were similar when comparing automated methods to ACS-NSQIP across 5 hospitals and 4 infection types. The Pearson correlation coefficient of the hospital O/E ratios was 0.77, mean absolute difference was 0.13%, and 100% of the confidence intervals were overlapping. The correlations and mean absolute differences for individual infection types improved as incidence rates increased.</p><p><strong>Discussion: </strong>Parsimonious statistical models applied to EHR data can be used to accurately estimate hospital risk-adjusted postoperative infection outcomes.</p><p><strong>Conclusions: </strong>These models could be used to augment postoperative infection surveillance for hospital quality monitoring.</p>","PeriodicalId":7621,"journal":{"name":"American journal of infection control","volume":" ","pages":"139-144"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145224653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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American journal of infection control
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