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Application of Quality Control Circles in Remote ECG Network Management to Standardize ECG Operational Procedures. 质量控制圈在远程心电网络管理中的应用,规范心电操作流程。
IF 2 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-19 eCollection Date: 2026-01-01 DOI: 10.2147/RMHP.S575056
Zhihua Gong, Yongxue Li, Yumin Liu, Shaopeng Luan, Xiaodong Na

Objective: To examine the effectiveness of Quality Control Circles (QCC)in remote Electrocardiography (ECG) network management, with a particular focus on evaluating their impact on improving operational standardization.

Methods: Electrocardiogram data from Qingdao Central Hospital was selected as the research subject. Among them, 402 cases collected from January to April 2024 were before the implementation of QCC activities, and 356 cases collected from January to April 2025 were after the implementation of QCC activities. The irregularity rates of the electrocardiogram data between the two groups were compared. By establishing QCC teams, issues related to non-standardized operations at the 12-lead ECG acquisition endpoints were analyzed, and targeted improvement measures were developed.

Results: Following QCC implementation, the non-compliant operation rate at 12-lead ECG collection endpoints within the network system significantly decreased, from 17.66% to 6.17% (P<0.05), After QCC activities, members' team spirit, QC techniques, mental development, communication and coordination, activity confidence, responsibility and honorall show positive improvement.

Conclusion: QCC activities can effectively standardize ECG network operational procedures, enhancing the level of operational standardization and reducing the risk of misdiagnosis and missed diagnoses caused by non-standardized operations, thereby demonstrating clinical application value.

目的:探讨质量控制圈(QCC)在远程心电图(ECG)网络管理中的有效性,重点评价其对提高操作标准化的影响。方法:选取青岛市中心医院的心电图资料作为研究对象。其中,2024年1月至4月收集的402例为QCC活动实施前,2025年1月至4月收集的356例为QCC活动实施后。比较两组患者心电图数据的不规则率。通过建立QCC团队,分析了12导联ECG采集端点的非标准化操作相关问题,并制定了有针对性的改进措施。结果:QCC实施后,网络系统内12导联心电采集端点的不合规操作率明显下降,由17.66%降至6.17% (p结论:QCC活动可有效规范心电网络操作流程,提高操作标准化水平,降低因操作不规范导致的误诊漏诊风险,具有临床应用价值。
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引用次数: 0
Enhancing Crisis Preparedness in Healthcare Facilities: A Risk-Based Assessment Tool for Preventing Targeted Violent Attacks. 加强医疗机构的危机防范:预防针对性暴力袭击的基于风险的评估工具。
IF 2 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-18 eCollection Date: 2026-01-01 DOI: 10.2147/RMHP.S551849
Miloš Zajíc, Irena Tušer, Jiří Jánský

Introduction: Terrorist and other deliberate attacks on outpatient healthcare facilities pose a serious threat to the health and safety of the population. Strengthening the resilience of outpatient healthcare facilities to violent incidents requires a comprehensive approach that includes physical security, technological measures, staff preparedness, and effective emergency management. According to World Health Organization estimates, between 8% and 38% of healthcare workers experience physical violence during their professional career, highlighting the substantial magnitude and seriousness of this problem across healthcare systems.

Objective: The study focuses on establishing a hierarchy of key dimensions of crisis preparedness. A second objective is to propose a methodological procedure that healthcare facilities can use to determine their own hierarchy of preparedness aspects and that is sufficiently flexible to be applied across different types of facilities and healthcare systems.

Methods: The research was conducted as a mixed-methods study combining qualitative and quantitative approaches. The quantitative part used the Analytic Hierarchy Process with 30 experts from 30 different outpatient healthcare facilities. Expert inputs were obtained through pairwise comparisons provided by these thirty crisis preparedness specialists and healthcare professionals.

Results: The research revealed key shortcomings in the crisis preparedness of the analysed outpatient healthcare facilities. Six main preparedness dimensions were identified, three of which were rated as having the highest priority in the expert assessment. Based on these, the authors proposed a tool for assessing the current level of crisis preparedness, which can be applied within the internal audit of similar types of facilities.

Conclusion: The proposed tool contributes to the protection of soft targets in the healthcare sector and supports systematic planning of security measures. The study also provides a methodological framework usable by junior professionals and healthcare policy makers.

导言:恐怖分子和其他蓄意袭击门诊医疗设施对人口的健康和安全构成严重威胁。加强门诊医疗机构对暴力事件的抵御能力需要采取综合办法,包括人身安全、技术措施、工作人员准备和有效的应急管理。据世界卫生组织估计,8%至38%的卫生保健工作者在其职业生涯中经历过身体暴力,突出表明这一问题在整个卫生保健系统中的严重程度和严重性。目的:研究重点是建立危机准备的关键维度的层次结构。第二个目标是提出一种方法程序,卫生保健机构可以使用它来确定自己的准备方面的层次结构,并具有足够的灵活性,可以在不同类型的设施和卫生保健系统中应用。方法:采用定性与定量相结合的混合方法进行研究。定量部分使用层次分析法与30名专家从30个不同的门诊医疗机构。通过这30名危机防范专家和保健专业人员提供的两两比较,获得了专家意见。结果:研究揭示了在危机准备分析门诊医疗机构的主要缺点。确定了六个主要防备方面,其中三个在专家评估中被评为最优先。在此基础上,作者提出了一种评估当前危机准备水平的工具,可应用于类似类型设施的内部审计。结论:提出的工具有助于保护医疗保健部门的软目标,并支持安全措施的系统规划。该研究还为初级专业人员和医疗保健政策制定者提供了可用的方法框架。
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引用次数: 0
Failure Mode and Effects Analysis in Reducing the Incidence of Sterilization Cycle Interruptions in Low-Temperature Hydrogen Peroxide Plasma Sterilizers. 降低低温过氧化氢等离子灭菌器灭菌周期中断发生率的失效模式及效果分析。
IF 2 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-17 eCollection Date: 2026-01-01 DOI: 10.2147/RMHP.S576606
Liangying Yi, Ling You, Wei Pan, Kaili Wu, Hongxia Zhang

Background: This study aimed to investigate the efficacy of failure mode and effects analysis (FMEA) in optimizing the sterilization process for low-temperature hydrogen peroxide plasma sterilizers.

Methods: Purposive sampling was used to select low-temperature hydrogen peroxide plasma sterilizers from a hospital in China as the study objects. The operational data for 1551 sterilization cycles in the low-temperature hydrogen peroxide plasma sterilizers, from May 2024 to November 2024, were classified into the control group. The operational data for 1492 sterilization cycles in the low-temperature hydrogen peroxide plasma sterilizers, from January 2025 to June 2025 following the implementation of the FMEA-based risk management scheme, were classified into the experimental group. The incidence of sterilization cycle interruptions, the risk priority number scores for high-risk failure modes, and the incidence of high-risk failure modes in both groups were investigated.

Results: After the optimization of the operating procedures, the incidence of sterilization cycle interruptions decreased from 5.48% (85/1551) to 0.87% (13/1492); the risk priority number scores and the incidence of high-risk failure modes were also decreased (P < 0.05).

Conclusion: The FMEA-based risk management scheme could optimize the sterilization process for low-temperature hydrogen peroxide plasma sterilizers and ensure the quality of medical device sterilization.

背景:本研究旨在探讨失效模式与效应分析(FMEA)在优化低温过氧化氢等离子灭菌器灭菌工艺中的作用。方法:采用目的抽样的方法,选取国内某医院的低温过氧化氢等离子消毒器作为研究对象。将2024年5月至2024年11月低温过氧化氢等离子消毒器1551次灭菌循环的运行数据作为对照组。采用基于fmea的风险管理方案,将2025年1月至2025年6月低温过氧化氢等离子消毒器1492次灭菌循环的运行数据分为实验组。研究两组灭菌周期中断发生率、高危失效模式风险优先级数评分、高危失效模式发生率。结果:优化操作程序后,灭菌周期中断发生率由5.48%(85/1551)降至0.87% (13/1492);风险优先级数评分和高危失效模式发生率均降低(P < 0.05)。结论:基于fmea的风险管理方案可以优化低温双氧水等离子灭菌器的灭菌流程,保证医疗器械灭菌质量。
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引用次数: 0
Effectiveness of a Knowledge-Oriented Educational Intervention on Air Pollution Health Protection Among Primary School Students: A Pilot Pre-Post Study. 以知识为导向的小学生空气污染健康保护教育干预的有效性:一项事前事后的试点研究。
IF 2 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-17 eCollection Date: 2026-01-01 DOI: 10.2147/RMHP.S582924
Yuankai Lv, Yuting Jia, Jiexiang Jing, Renping Liu, Lei Wu, Bing Shi, Su Sun, Xueyang Zhang, Yibing Jin, Xiangdong Yang, Mingzhi Zhang, Hao Peng

Background: Air pollution remains a major global public health challenge, and reducing its harmful health effects is urgent, particularly for children. The objective of this study was to evaluate the preliminary effectiveness of knowledge-oriented education on the knowledge, attitudes, and practices (KAP) of air pollution health protection (APHP) in primary school students.

Methods: We conducted a single-arm pre-post intervention study by enrolling 635 primary school students. A two-month knowledge-oriented education intervention was performed through health lectures, educational videos, and the distribution of educational materials. A structured questionnaire was used to assess the KAP of air pollution before and after the intervention.

Results: After the intervention, the capability of air pollution protection was significantly improved as suggested by the significantly increased total score of KAP from 83.90±8.75 to 92.28±4.75, as well as its components including knowledge (20.45±3.13 vs 23.20±2.16), attitudes (31.60±4.03 vs 34.54±2.09), and practices (31.84±4.89 vs 34.52±2.67) (all P<0.05). These increments seemed to be more apparent in students who did not live with their parents and those whose mothers had a higher education level.

Conclusion: Our pilot study found that KAP of APHP was significantly improved by knowledge-oriented education in primary school students and provided preliminary evidence for its potential effectiveness in the improvement of APHP. A well-designed randomized trial is warranted to demonstrate this effectiveness.

背景:空气污染仍然是一项重大的全球公共卫生挑战,迫切需要减少其对健康的有害影响,特别是对儿童。摘要本研究旨在探讨以知识为导向的教育对小学生空气污染健康防护知识、态度与行为的初步效果。方法:对635名小学生进行单臂干预前后研究。通过健康讲座、教育录像和分发教材,进行了为期两个月的知识导向教育干预。采用结构化问卷对干预前后的空气污染KAP进行评估。结果:干预后空气污染防护能力显著提高,KAP总分由83.90±8.75分显著提高至92.28±4.75分,知识(20.45±3.13分vs 23.20±2.16分)、态度(31.60±4.03分vs 34.54±2.09分)、行为(31.84±4.89分vs 34.52±2.67分)得分均显著提高(均p)。我们的初步研究发现,知识导向教育显著提高了小学生的主观能动性,为其改善主观能动性的潜在有效性提供了初步证据。一项设计良好的随机试验证明了这种有效性。
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引用次数: 0
Community Hypertension Patients' Preferences for Family Doctor Service Packages in China: A Discrete Choice Experiment. 中国社区高血压患者对家庭医生服务套餐的偏好:离散选择实验
IF 2 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-13 eCollection Date: 2026-01-01 DOI: 10.2147/RMHP.S574616
Yubo He, Yihong Cheng, Zixuan Zhang, Zixin Gu, Peilin Su, Guofeng Yue, Yuan He

Purpose: Despite high coverage of China's Family Doctor Contract Services (FDCS), substantive utilization among hypertensive populations remains suboptimal. By decomposing service packages into granular clinical components, this study addresses the limitations of prior research focused on generic primary care attributes. We aim to quantify patient preferences and identify heterogeneity to align service delivery with specialized management needs, thereby facilitating the transition from nominal enrollment to substantive engagement.

Methods: A Discrete Choice Experiment (DCE) was conducted to community hypertension patients in Nanjing, China. Five key attributes were identified through literature review, qualitative interviews, and expert consultation. A Mixed Logit Model (MLM) and Latent Class Model (LCM) were employed to estimate attribute importance, willingness to pay (WTP), and preference heterogeneity.

Results: Analysis of 638 responses, with 596 participants passing the internal consistency check. The Mixed Logit Model demonstrated that all five attributes exerted a statistically significant influence on patient choices. In terms of relative importance, medication type was the primary driver, followed by the scope of services, payment method, appointment scheduling, and the annual contract fee. WTP estimates indicated positive valuations for original-brand medications, integrated clinical service bundles, and multi-source payment structures. Furthermore, the Latent Class Model identified two distinct subgroups reflecting preference heterogeneity within the sample.

Conclusion: Therapeutic certainty significantly outweighs economic considerations for community hypertension patients, with the pronounced preference for original-brand medications serving as a critical proxy for clinical safety. Policy should encompass state-led support for original-drug development while simultaneously enhancing institutional trust in generic alternatives through transparent quality evidence. Transitioning toward stratified, patient-centered management is essential to address preference heterogeneity and improve the substantive effectiveness of the family doctor system in China.

目的:尽管中国家庭医生合同服务(FDCS)的覆盖率很高,但高血压人群的使用率仍然不理想。通过将服务包分解为颗粒状的临床组件,本研究解决了先前研究集中于一般初级保健属性的局限性。我们的目标是量化患者的偏好,识别异质性,使服务提供与专业管理需求保持一致,从而促进从名义登记到实质性参与的转变。方法:对南京市社区高血压患者进行离散选择实验(DCE)。通过文献回顾、定性访谈和专家咨询,确定了五个关键属性。采用混合Logit模型(MLM)和潜在类别模型(LCM)来估计属性重要性、支付意愿(WTP)和偏好异质性。结果:分析638份问卷,其中596份通过内部一致性检查。混合Logit模型表明,所有五个属性对患者的选择都有统计上显著的影响。从相对重要性来看,药物类型是主要驱动因素,其次是服务范围、支付方式、预约安排和年合同费。WTP估计表明,原始品牌药物、综合临床服务包和多来源支付结构的估值为正。此外,潜在类别模型确定了两个不同的亚组,反映了样本内的偏好异质性。结论:对于社区高血压患者而言,治疗确定性明显超过经济考虑,对原牌药物的明显偏好是临床安全性的重要代表。政策应包括国家主导的对原药开发的支持,同时通过透明的质量证据增强对仿制药替代品的机构信任。向分层、以患者为中心的管理过渡是解决偏好异质性和提高中国家庭医生制度实质有效性的必要条件。
{"title":"Community Hypertension Patients' Preferences for Family Doctor Service Packages in China: A Discrete Choice Experiment.","authors":"Yubo He, Yihong Cheng, Zixuan Zhang, Zixin Gu, Peilin Su, Guofeng Yue, Yuan He","doi":"10.2147/RMHP.S574616","DOIUrl":"https://doi.org/10.2147/RMHP.S574616","url":null,"abstract":"<p><strong>Purpose: </strong>Despite high coverage of China's Family Doctor Contract Services (FDCS), substantive utilization among hypertensive populations remains suboptimal. By decomposing service packages into granular clinical components, this study addresses the limitations of prior research focused on generic primary care attributes. We aim to quantify patient preferences and identify heterogeneity to align service delivery with specialized management needs, thereby facilitating the transition from nominal enrollment to substantive engagement.</p><p><strong>Methods: </strong>A Discrete Choice Experiment (DCE) was conducted to community hypertension patients in Nanjing, China. Five key attributes were identified through literature review, qualitative interviews, and expert consultation. A Mixed Logit Model (MLM) and Latent Class Model (LCM) were employed to estimate attribute importance, willingness to pay (WTP), and preference heterogeneity.</p><p><strong>Results: </strong>Analysis of 638 responses, with 596 participants passing the internal consistency check. The Mixed Logit Model demonstrated that all five attributes exerted a statistically significant influence on patient choices. In terms of relative importance, medication type was the primary driver, followed by the scope of services, payment method, appointment scheduling, and the annual contract fee. WTP estimates indicated positive valuations for original-brand medications, integrated clinical service bundles, and multi-source payment structures. Furthermore, the Latent Class Model identified two distinct subgroups reflecting preference heterogeneity within the sample.</p><p><strong>Conclusion: </strong>Therapeutic certainty significantly outweighs economic considerations for community hypertension patients, with the pronounced preference for original-brand medications serving as a critical proxy for clinical safety. Policy should encompass state-led support for original-drug development while simultaneously enhancing institutional trust in generic alternatives through transparent quality evidence. Transitioning toward stratified, patient-centered management is essential to address preference heterogeneity and improve the substantive effectiveness of the family doctor system in China.</p>","PeriodicalId":56009,"journal":{"name":"Risk Management and Healthcare Policy","volume":"19 ","pages":"574616"},"PeriodicalIF":2.0,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12915414/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146229867","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Relationship Between Reflective Practice and Caring Behaviors Among Psychiatric Nurses: A Latent Profile Analysis. 精神科护士反思性实践与关怀行为的关系:一项潜在分析。
IF 2 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.2147/RMHP.S574450
Yanjuan Ren, Jie Li, Xiaomin Lin, Shanxia Luo

Introduction: Reflective practice has emerged as a critical competency for psychiatric nurses, enabling them to critically evaluate and adapt their care approaches. Growing evidence suggests that reflective practice may serve as a key driver of high-quality caring behaviors, which are essential for establishing therapeutic relationships and improving outcomes in mental health settings. This study aimed to classify latent profiles of reflective practice among psychiatric nurses and examine their effects on caring behaviors.

Methods: This cross-sectional study was conducted to recruit psychiatric nurses from ten mental health treatment centers across ten hospitals in Sichuan Province, China, between January and March 2024. Psychiatric nurses completed an online investigation encompassing the Reflective Practice Questionnaire and the Caring Behaviors Inventory (CBI). Latent profile analysis (LPA) and hierarchical regression analysis were employed to achieve the study objectives.

Results: A total of 346 psychiatry nurses were included in this study. The reflective practice of psychiatric nurses was classified into three subgroups in this study: "passive reflective participants" (n=48, 13.9%), "moderately balanced reflective practitioners" (n=175, 50.6%), and "high-achieving reflective leaders" (n=123, 35.5%). The hierarchical regression analysis revealed a significant positive association between distinct profiles of reflective practice and psychiatric nurses' caring behaviors (ΔR2 = 0.420, p < 0.001).

Conclusion: The identification of three distinct reflective practice profiles ("passive reflective participants", "moderately balanced reflective practitioners", and "high-achieving reflective leaders") provides a nuanced understanding of the reflective practice among psychiatry nurses. Targeted development programs, such as peer mentoring for the "passive" group and the "moderate" group, could be designed based on individual profile membership to optimize caring behaviors in psychiatric nursing.

导言:反思性实践已经成为精神科护士的一项关键能力,使他们能够批判性地评估和适应他们的护理方法。越来越多的证据表明,反思性实践可能是高质量关怀行为的关键驱动力,这对于建立治疗关系和改善心理健康环境的结果至关重要。本研究旨在对精神科护士反思实践的潜在特征进行分类,并探讨其对护理行为的影响。方法:采用横断面研究方法,于2024年1月至3月在四川省10家医院的10个精神卫生治疗中心招募精神科护士。精神科护士完成了一项在线调查,包括反思性实践问卷和关怀行为量表(CBI)。采用潜在剖面分析(LPA)和层次回归分析来实现研究目标。结果:共纳入精神科护士346名。本研究将精神科护士的反思实践分为“被动反思参与者”(n=48, 13.9%)、“适度平衡反思从业者”(n=175, 50.6%)和“高成就反思领导者”(n=123, 35.5%)三个亚组。层次回归分析显示反思性实践与精神科护士护理行为显著正相关(ΔR2 = 0.420, p < 0.001)。结论:识别三种不同的反思实践概况(“被动反思参与者”,“适度平衡反思从业者”和“高成就反思领导者”)提供了对精神科护士反思实践的细致理解。有针对性的发展项目,如针对“被动”群体和“温和”群体的同伴指导,可以根据个体的特征成员来设计,以优化精神病学护理中的护理行为。
{"title":"Relationship Between Reflective Practice and Caring Behaviors Among Psychiatric Nurses: A Latent Profile Analysis.","authors":"Yanjuan Ren, Jie Li, Xiaomin Lin, Shanxia Luo","doi":"10.2147/RMHP.S574450","DOIUrl":"https://doi.org/10.2147/RMHP.S574450","url":null,"abstract":"<p><strong>Introduction: </strong>Reflective practice has emerged as a critical competency for psychiatric nurses, enabling them to critically evaluate and adapt their care approaches. Growing evidence suggests that reflective practice may serve as a key driver of high-quality caring behaviors, which are essential for establishing therapeutic relationships and improving outcomes in mental health settings. This study aimed to classify latent profiles of reflective practice among psychiatric nurses and examine their effects on caring behaviors.</p><p><strong>Methods: </strong>This cross-sectional study was conducted to recruit psychiatric nurses from ten mental health treatment centers across ten hospitals in Sichuan Province, China, between January and March 2024. Psychiatric nurses completed an online investigation encompassing the Reflective Practice Questionnaire and the Caring Behaviors Inventory (CBI). Latent profile analysis (LPA) and hierarchical regression analysis were employed to achieve the study objectives.</p><p><strong>Results: </strong>A total of 346 psychiatry nurses were included in this study. The reflective practice of psychiatric nurses was classified into three subgroups in this study: \"passive reflective participants\" (n=48, 13.9%), \"moderately balanced reflective practitioners\" (n=175, 50.6%), and \"high-achieving reflective leaders\" (n=123, 35.5%). The hierarchical regression analysis revealed a significant positive association between distinct profiles of reflective practice and psychiatric nurses' caring behaviors (ΔR<sup>2</sup> = 0.420, p < 0.001).</p><p><strong>Conclusion: </strong>The identification of three distinct reflective practice profiles (\"passive reflective participants\", \"moderately balanced reflective practitioners\", and \"high-achieving reflective leaders\") provides a nuanced understanding of the reflective practice among psychiatry nurses. Targeted development programs, such as peer mentoring for the \"passive\" group and the \"moderate\" group, could be designed based on individual profile membership to optimize caring behaviors in psychiatric nursing.</p>","PeriodicalId":56009,"journal":{"name":"Risk Management and Healthcare Policy","volume":"19 ","pages":"574450"},"PeriodicalIF":2.0,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12912066/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146222352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Limited Utility of the CALLY Index in Enhancing Mortality Prediction for Trauma Patients in Intensive Care Units: A Retrospective Analysis. CALLY指数在加强重症监护病房创伤患者死亡率预测中的有限效用:回顾性分析。
IF 2 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-10 eCollection Date: 2026-01-01 DOI: 10.2147/RMHP.S557174
Pao-Jen Kuo, Ching-Ya Huang, Kuan-Hao Liao, Pi-Chieh Lin, Peng-Chen Chien, Ching-Hua Hsieh

Background: Accurate prognostication for trauma patients in intensive care units (ICUs) remains challenging. This study investigated whether incorporating the C-reactive protein-albumin-lymphocyte (CALLY) index into traditional ICU scoring systems could enhance mortality prediction for trauma patients.

Methods: A retrospective cohort study was performed on 1242 trauma patients hospitalized to a Level I trauma center ICU from January 1, 2016, to December 31, 2023. The CALLY index was computed using the formula = [albumin (g/dL) × lymphocyte count (109/L)]/CRP (mg/L) and was incorporated with APACHE II, MPM II, MPM24 II, MPM48 II, and TRISS for predicting mortality outcomes. The predictive performance was assessed utilizing the area under the receiver operating characteristic curve (AUC).

Results: Integration of the CALLY index with APACHE II resulted in a minimal AUC increase from 0.811 to 0.812. It did not alter the AUC for MPM II, MPM24 II, or MPM48 II models (0.826, 0.845, and 0.832, respectively). For TRISS, adding the CALLY index slightly decreased the AUC from 0.731 to 0.725. The calibration curves suggest that adding the CALLY index did not markedly improve agreement between predicted and actual mortality.

Discussion: Unlike its proven efficacy in chronic conditions, the CALLY index did not significantly enhance mortality prediction in trauma patients when combined with traditional scoring systems. The reason that CALLY index did not enhance predictive power may be attributed to the acute, dynamic nature of trauma physiology, which differs from the steady-state conditions observed in chronic diseases. Further research is required to develop or refine prognostic tools specifically tailored to the unique physiological responses of trauma patients in ICU settings.

Conclusion: For ICU clinicians, these results imply that the CALLY index provides minimal improvement in mortality risk assessment for trauma patients.

背景:对重症监护病房(icu)创伤患者的准确预后仍然具有挑战性。本研究探讨将c反应蛋白-白蛋白淋巴细胞(CALLY)指数纳入传统的ICU评分系统是否可以提高创伤患者的死亡率预测。方法:对2016年1月1日至2023年12月31日在某一级创伤中心ICU住院的1242例创伤患者进行回顾性队列研究。CALLY指数采用公式=[白蛋白(g/dL) ×淋巴细胞计数(109/L)]/CRP (mg/L)计算,并结合APACHE II、MPM II、MPM24 II、MPM48 II和TRISS预测死亡结局。利用受试者工作特征曲线下面积(AUC)评估预测性能。结果:CALLY指数与APACHE II的整合使AUC从0.811增加到0.812。它没有改变MPM II、MPM24 II和MPM48 II模型的AUC(分别为0.826、0.845和0.832)。对于TRISS,加入CALLY指数使AUC从0.731略微降低到0.725。校正曲线显示,加入CALLY指数并没有显著提高预测死亡率与实际死亡率之间的一致性。讨论:与已证实的慢性疾病疗效不同,CALLY指数与传统评分系统联合使用时,并没有显著提高创伤患者的死亡率预测。CALLY指数没有增强预测能力的原因可能是由于创伤生理的急性、动态性不同于慢性疾病的稳态条件。需要进一步的研究来开发或完善专门针对ICU环境中创伤患者独特生理反应的预后工具。结论:对于ICU临床医生来说,这些结果表明CALLY指数对创伤患者的死亡风险评估提供了最小的改善。
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引用次数: 0
Medical Malpractice Compensation in China: A Retrospective Study of Litigation Cases From 2010 to 2015. 中国医疗事故赔偿:2010 - 2015年诉讼案件的回顾性研究
IF 2 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-24 eCollection Date: 2026-01-01 DOI: 10.2147/RMHP.S565182
Niying Li, Zhan Wang

Background: Medical negligence can cause patient harm and may result in malpractice lawsuits. This study examines compensation patterns in Chinese medical malpractice litigation from 2010 to 2015, the period between the 2010 Tort Liability Law and the 2018 Medical Disputes Regulation.

Methods: We collected and analyzed 5052 closed first-trial medical malpractice litigation records in China. We provided descriptive characteristics of medical malpractice cases, including the medical specialty of the alleged cases, the severity of injury, the allegation of malpractice, and the geographic regions of cases. We also presented the aggregated amounts of monetary compensation. We then used a two-part model to examine the incremental compensation associated with characteristics of medical malpractice cases, and generated the adjusted predicted mean compensation. All monetary amounts were converted to 2022 Chinese Yuan (CNY).

Results: Among all litigation records, the plaintiff received compensation in 4292 cases (85.0%). Cases involving death were significantly less likely to receive compensation and were awarded lower amounts (adjusted predicted mean: 177,374 CNY). In contrast, the severe-medium injury group received the highest adjusted predicted mean compensation compared to other injury groups (384,632 CNY). Pediatrics was associated with a significantly higher likelihood of compensation and higher compensation amounts compared to other medical specialties (adjusted predicted mean: 243,370 CNY). Delayed treatment and other adverse reactions were associated with significantly higher adjusted predicted mean compensation and ranked among the top three allegation types with the highest adjusted predicted mean compensation (176,111 CNY, 178,463 CNY, respectively), along with allergic reactions (189,746 CNY).

Conclusion: This study advances methodological approaches for analyzing medical malpractice compensation in China. Our findings provide new directions for future research into how specific allegations and medical specialties relate to compensation and lay the groundwork for future research on the alignment between injury severity and legal outcomes in China's evolving medico-legal landscape.

背景:医疗过失会对患者造成伤害,并可能导致医疗事故诉讼。本研究考察了2010年《侵权责任法》实施至2018年《医疗纠纷管理条例》实施期间2010 - 2015年我国医疗事故诉讼的赔偿模式。方法:收集全国5052件未公开的一审医疗事故诉讼记录进行分析。我们提供了医疗事故案件的描述性特征,包括所指控案件的医学专业、伤害的严重程度、医疗事故的指控和案件的地理区域。我们还提出了货币补偿的总额。然后,我们使用一个两部分模型来检验与医疗事故案件特征相关的增量赔偿,并生成调整后的预测平均赔偿。所有货币金额均转换为2022年人民币(CNY)。结果:在所有诉讼记录中,原告获得赔偿4292件(85.0%)。涉及死亡的案件获得赔偿的可能性明显较低,赔偿金额也较低(调整后的预测平均值:177,374元人民币)。与其他损伤组相比,中重度损伤组调整后的预测平均补偿最高(384,632 CNY)。与其他医学专业相比,儿科的赔偿可能性和赔偿金额明显更高(调整后的预测平均值:243,370元)。延迟治疗和其他不良反应与较高的调整后预测平均补偿相关,是调整后预测平均补偿最高的前三种指控类型(分别为176,111元、178,463元),与过敏反应(189,746元)并列。结论:本研究为分析中国医疗事故赔偿提供了方法方法。我们的研究结果为未来研究具体指控和医学专业如何与赔偿相关提供了新的方向,并为未来研究中国不断发展的医学法律格局中伤害严重程度与法律结果之间的一致性奠定了基础。
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引用次数: 0
Application of Supply Processing and Distribution Model in Interventional Consumables Management Based on Whole-Process Coding Technology. 基于全程编码技术的供应加工配送模型在介入耗材管理中的应用
IF 2 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-21 eCollection Date: 2026-01-01 DOI: 10.2147/RMHP.S546711
Jieqin Ju, Jiawen Ma, Peizhen Xu, Liqing Mao, Zizhi Weng, Qinhong Xu

Objective: To explore the application effectiveness of the integration of the whole-process coding technology and Supply Processing and Distribution (SPD) supply chain management model in the management of interventional consumables.

Methods: Based on the original SPD management mode of interventional consumables in a tertiary hospital, a standardized classification and coding system was constructed, and a basic database of consumables with a unique identification code was established and integrated into various information management platforms to achieve the whole - process code management. Comparison and analysis were made on the changes in key indicators such as the timely supply rate of interventional consumables, the traceability accuracy of barcodes, the matching accuracy between consumables and pricing items, the information registration accuracy, and the billing - outbound matching rate before and after the application of the system.

Results: After the implementation of the integrated management model, all measured indicators demonstrated statistically significant improvements (p<0.05). The timeliness of consumable supply increased from 81.53% to 95.69%, traceable barcode accuracy from 85.28% to 96.39%, correct match rate between consumables and pricing items from 92.08% to 99.17%, accuracy of consumable information registration from 94.17% to 99.31%, and consistency rate between consumable pricing and inventory outflow from 96.39% to 99.58%. Staff satisfaction also significantly rose from 64.33% to 93.33% (all p<0.05).

Conclusion: This integrated management model significantly improves the lean and intelligent management of interventional consumables and demonstrates strong potential for clinical application and broader adoption.

目的:探讨全流程编码技术与供应加工与配送(SPD)供应链管理模式集成在介入耗材管理中的应用效果。方法:在某三级医院原有介入耗材SPD管理模式的基础上,构建标准化的分类编码体系,建立具有唯一识别码的耗材基础数据库,并集成到各类信息管理平台中,实现全程编码管理。对比分析了系统应用前后介入耗材及时供货率、条码溯源准确性、耗材与定价项目匹配准确性、信息登记准确性、计费出库匹配率等关键指标的变化情况。结果:综合管理模式实施后,各项测量指标均有显著改善(ppp)。结论:综合管理模式显著提高了介入耗材的精益化、智能化管理水平,具有较强的临床应用和推广潜力。
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引用次数: 0
Health Risks Among Rural Aging Populations in China: A Cross-Sectional Study of Knowledge, Attitudes, and Practices in Chronic Disease Management. 中国农村老龄人口的健康风险:慢性病管理知识、态度和实践的横断面研究
IF 2 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-14 eCollection Date: 2026-01-01 DOI: 10.2147/RMHP.S569629
Wusi Zhou, Shishi Jin, Feiwei Shen, Xiangjing Zhang

Background: Chronic diseases are a leading cause of morbidity and mortality worldwide, creating significant health risks and adding strain to healthcare systems, particularly within rapidly aging societies. Rural older adults are especially vulnerable due to limited healthcare resources, lower socioeconomic status, and weaker support networks. Guided by the Knowledge, Attitude, and Practice (KAP) framework, this study aims to investigate chronic disease management behaviors among older patients in rural China and identify factors shaping their KAP dimensions to inform risk-responsive interventions.

Methods: A cross-sectional survey was conducted with 1320 older adults with chronic conditions across three rural regions in Zhejiang Province. Descriptive analyses were used to assess demographic characteristics, health status, daily health-related behaviors and social support structures, while multinomial logistic regression models identified different predictors significantly associated with the KAP dimensions.

Results: Overall, participants demonstrated relatively low levels across KAP dimensions, showing a pattern of attitude > practice > knowledge, with notable discrepancies among the three dimensions. Although attitudes toward chronic disease management were generally positive, deficiencies in health knowledge and proactive practices persisted. Lower educational attainment and poorer healthcare policy awareness were significantly associated with lower knowledge levels. Inactive medical care-seeking and irregular exercise habits were both associated with higher levels of indifference. For practices, respondents with weak neighborhood interactions or lack of routine health monitoring were significantly less likely to engage in proactive health behaviors, while those with minor psychological distress and low family support showed markedly greater engagement in village-level care.

Conclusion: These findings highlight the need for context-sensitive policy interventions to mitigate health risks among rural aging populations. Expanding insurance coverage, strengthening health literacy, and enhancing access to community-based and family-centred support could help improve chronic disease management. Moreover, sustained health education and regular screenings should be prioritized to close gaps between knowledge and practice in chronic disease management.

背景:慢性病是全世界发病率和死亡率的主要原因,造成重大健康风险,并给卫生保健系统增加压力,特别是在快速老龄化的社会中。由于医疗资源有限、社会经济地位较低和支持网络薄弱,农村老年人尤其容易受到伤害。在知识、态度和实践(KAP)框架的指导下,本研究旨在调查中国农村老年患者的慢性疾病管理行为,并确定影响其KAP维度的因素,为风险响应性干预提供信息。方法:对浙江省三个农村地区1320名老年慢性病患者进行横断面调查。描述性分析用于评估人口统计学特征、健康状况、日常健康相关行为和社会支持结构,而多项逻辑回归模型确定了与KAP维度显著相关的不同预测因子。结果:总体而言,被试在KAP各维度上表现出相对较低的水平,表现出态度>实践>知识的模式,且三个维度之间存在显著差异。虽然对慢性疾病管理的态度总体上是积极的,但健康知识和主动做法的不足仍然存在。较低的教育程度和较差的卫生保健政策意识与较低的知识水平显著相关。不积极就医和不规律的运动习惯都与较高的冷漠程度有关。就实践而言,社区互动薄弱或缺乏常规健康监测的应答者参与主动健康行为的可能性明显较低,而心理困扰轻微且家庭支持较低的应答者参与村一级护理的可能性明显较高。结论:这些发现强调需要采取对环境敏感的政策干预措施来减轻农村老龄化人口的健康风险。扩大保险覆盖面、加强卫生知识普及以及增加获得基于社区和以家庭为中心的支持的机会,有助于改善慢性病管理。此外,应优先开展持续的健康教育和定期筛查,以缩小慢性病管理方面的知识和实践之间的差距。
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引用次数: 0
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Risk Management and Healthcare Policy
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