Quality of healthcare

医疗保健质量
  • 文章类型: Journal Article
    背景:对患者进行手术教育是术前过程的一个重要方面。它可以帮助个人回答他们的疑问,减少焦虑,并提高对手术经验的总体满意度。
    目的:比较患者的期望和他们真正的围手术期手术经验。此外,评估术前教育的有效性,因此,改善医患关系。
    方法:通过连续采样,65例成人患者均来自开伯尔教学医院耳鼻喉科。使用25点形式对所有受试者进行术前教育,他们的疑问得到了解决。术后,对所有参与者进行了访谈,了解他们的期望和真实的围手术期手术经验.注意到了差距,参与者被问及他们在未来互动中解决这些差距的偏好。术后,患者被要求就如何更好地实施术前教育的某一部分发表评论.
    结果:在65例患者中,28人(43.1%)为男性,女性37人(56.9%)。大多数人(38.5%)接受过小学/中学教育。八名(12.3%)患者接受了耳部手术,19人(29.2%)做了鼻子手术,38例(58.5%)进行了咽喉手术。近39例(60%)患者术前恐惧/焦虑。经过术前教育,17例(26.2%)患者经历了围手术期恐惧/焦虑,这是一个显著的减少(p=0.001)。女性术前焦虑较高(M:F=8:13,p=0.00),而在接受患者教育后,围手术期焦虑在两种性别之间具有可比性(M:F=5:12,p=0.18)。最不满意的是关于手术时间表(33.8%),运动范围(16.9%),深呼吸练习(13.8%),和术前禁食(12.3%)。最重要的是,注意到患者的评论,当他们被要求提出一种更好的方法来在他们各自的不满领域进行术前教育。患者赞赏有关运动范围练习的实际演示的详细解释。一名患者抱怨没有关于术后恢复鼻烟的明确指示。
    结论:术前患者教育应该是一个包括积极参与和持续反馈的双向过程。通过多学科方法对患者进行适当的教育,医疗保健提供者可以进一步提高患者满意度,缓解焦虑,提高整体护理质量。
    BACKGROUND: Educating patients regarding surgery is an important aspect of the preoperative process. It helps individuals answer their queries, reduce anxiety, and improve overall satisfaction with the surgical experience.
    OBJECTIVE: To compare patients\' expectations with their real-perioperative surgical experiences. Also, to evaluate the effectiveness of preoperative education and, thus, improve the doctor-patient relationship.
    METHODS: Through consecutive sampling, 65 adult patients were selected from the ENT department of Khyber Teaching Hospital. Preoperative education was provided to all the subjects using a 25-point pro-forma, and their queries were addressed. Postoperatively, all participants were interviewed regarding their expectations and real perioperative surgical experiences. The gaps were noted, and participants were asked about their preferences for addressing such gaps in future interactions. Postoperatively, patients were asked to give comments on how a certain part of preoperative education could have been better delivered.
    RESULTS: Among the 65 patients, 28 (43.1%) were male, and 37 (56.9%) were female. The majority (38.5%) had a primary/secondary school education. Eight (12.3%) patients had ear surgery, 19 (29.2%) had nose surgery, and 38 (58.5%) had throat surgery. Almost 39 (60%) patients had preoperative fear/anxiety. After preoperative education, 17 (26.2%) patients experienced perioperative fear/anxiety, which was a significant reduction (p = 0.001). Preoperative anxiety was greater in females (M: F = 8:13, p = 0.00), while perioperative anxiety was comparable among both genders after patient education (M: F = 5:12, p = 0.18). The greatest dissatisfaction was noted regarding the surgical schedule (33.8%), range of motion (16.9%), deep breathing exercises (13.8%), and preoperative fasting (12.3%). Most importantly, patients\' comments were noted, when they were asked to suggest a better way to educate preoperatively in their respective area of dissatisfaction. Patients appreciated detailed explanations with practical demonstrations for range of motion exercises. One patient complained about no clear instructions on postoperative resumption of snuff.
    CONCLUSIONS: Preoperative patient education should be a two-way process involving active participation and continuous feedback. By educating patients properly through a multidisciplinary approach, healthcare providers can further enhance patient satisfaction, alleviate anxiety, and improve the overall quality of care.
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  • 文章类型: Journal Article
    背景:强大的安全文化对于确保高质量的医疗保健服务至关重要。从护理的角度来看,尤其是在危重患者中,它通过突出需要关注的领域来促进持续改进。
    目的:本研究旨在评估重症监护环境中护士对患者安全文化的看法。
    方法:一项观察性研究在葡萄牙的一家中心医院进行,采用医院患者安全文化调查(HSPSC)问卷。
    结果:该研究包括57名护士,主要是女性(73.7%),年龄25-64大多数参与者是普通护士(77.2%),相当比例(61.4%)在急诊科工作,平均在该设施任职13年。对危重患者安全文化(CPSC)的感知主要为阳性(40.6%),因部门而异,重症监护护士报告的阳性率最高。团队合作被认为是一个强项,收到80.7%的阳性,强调它是CPSC中一个完善的领域,而其他领域被认为需要增强。
    结论:该研究确定了CPSC内部的优势和劣势,为制定有针对性的策略以加强重症监护环境中的患者安全文化奠定基础。
    BACKGROUND: A robust safety culture is essential for ensuring high-quality healthcare delivery. From a nursing perspective, especially among critical patients, it fosters ongoing improvement by highlighting areas that need attention.
    OBJECTIVE: This study aimed to evaluate the perception of patient safety culture among nurses within the critical care environment.
    METHODS: An observational study was conducted at a central hospital in Portugal employing the Hospital Survey on Patient Safety Culture (HSPSC) questionnaire.
    RESULTS: The study encompassed 57, nurses predominantly female (73.7%), aged 25-64. Most participants were general nurses (77.2%), with a significant proportion (61.4%) working in the emergency department and possessing an average tenure of 13 years at the facility. The perception of critical patient safety culture (CPSC) was predominantly positive (40.6%), varying by department, with intensive care nurses reporting the highest positivity rates. Teamwork was identified as a strong point, receiving 80.7% positivity, highlighting it as a well-established domain in the CPSC, whereas other domains were recognised as requiring enhancements.
    CONCLUSIONS: The study pinpointed both strengths and weaknesses within the CPSC, offering a foundation for developing targeted strategies to bolster patient safety culture in critical care settings.
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  • 文章类型: Journal Article
    背景:先前的研究表明,外科医生的性别与不同的患者预后相关。这是否也适用于麻醉提供者尚不清楚。我们假设主要麻醉提供者的女性性别与围手术期并发症的风险较低有关。
    方法:这项回顾性队列研究纳入了2008年至2022年在美国两个学术医疗保健网络中接受麻醉护理的所有成年患者的第一例病例。主要暴露是麻醉提供者的性别,该患者在手术室中度过的时间最多。主要结果是术中并发症,定义为低血压(平均动脉血压<55mmHg,累积时间≥5分钟)或低氧血症(氧饱和度<90%,连续时间>2分钟).共同的主要结果是30天的术后不良事件(包括并发症,重新接纳,和死亡率)。对先验定义的混杂因素进行了分析调整。
    结果:在364,429名患者中,57,550(15.8%)发生术中并发症,55,168(15.1%)发生术后不良事件。与男性麻醉提供者相比,女性麻醉提供者的护理与术中并发症的风险较低相关(校正比值比[aOR]0.95,95%置信区间[CI]0.94-0.97,P<0.001),在非受训者中放大(aOR0.84,95%CI0.82-0.87,交互作用P<0.001)。麻醉提供者的性别与术后不良事件的复合无关(aOR1.00,95%CI0.98-1.02,P=0.88)。
    结论:女性麻醉提供者的护理与术中并发症的风险较低相关,这在非受训者中被放大了。未来的研究应该调查潜在的机制。
    BACKGROUND: Previous studies suggested that surgeon sex is associated with differential patient outcomes. Whether this also applies to anaesthesia providers is unclear. We hypothesised that female sex of the primary anaesthesia provider is associated with lower risk of perioperative complications.
    METHODS: The first case for all adult patients undergoing anaesthesia care between 2008 and 2022 at two academic healthcare networks in the USA was included in this retrospective cohort study. The primary exposure was the sex of the anaesthesia provider who spent the most time in the operating theatre during the case. The primary outcome was intraoperative complications, defined as hypotension (mean arterial blood pressure <55 mm Hg for ≥5 cumulative minutes) or hypoxaemia (oxygen saturation <90% for >2 consecutive minutes). The co-primary outcome was 30-day adverse postoperative events (including complications, readmission, and mortality). Analyses were adjusted for a priori defined confounders.
    RESULTS: Among 364,429 included patients, 57,550 (15.8%) experienced intraoperative complications and 55,168 (15.1%) experienced adverse postoperative events. Care by female compared with male anaesthesia providers was associated with lower risk of intraoperative complications (adjusted odds ratio [aOR] 0.95, 95% confidence interval [CI] 0.94-0.97, P<0.001), which was magnified among non-trainees (aOR 0.84, 95% CI 0.82-0.87, P-for-interaction<0.001). Anaesthesia provider sex was not associated with the composite of adverse postoperative events (aOR 1.00, 95% CI 0.98-1.02, P=0.88).
    CONCLUSIONS: Care by a female anaesthesia provider was associated with a lower risk of intraoperative complications, which was magnified among non-trainees. Future studies should investigate underlying mechanisms.
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  • 文章类型: Journal Article
    背景:道德勇气和团队合作是临床护士专业能力的最重要方面;具有道德勇气和团队合作的护士被认为能够为患者提供安全的护理。本研究旨在调查临床护士的道德勇气和团队合作是否与安全护理相关。
    方法:这项描述性横断面多中心研究于2023年12月至2024年2月进行。这项研究使用便利抽样方法,共招募了375名在伊朗南部四家医院执业的护士。使用的数据收集工具包括人口统计学调查,道德勇气问卷(MCQ)STEPPS团队感知问卷(T-TPQ),和安全护理问卷(ASNCQ)的评估。数据采用描述性统计分析,t检验,卡方,多元回归分析,和皮尔逊相关系数。使用SPSS版本22对数据进行分析。
    结果:参与者的平均年龄为32.66±6.63岁,他们的工作经验为8.56±6.22年。道德勇气的总平均分数,团队合作,安全性分别为422.37±52.92、144.09±18.43、315.84±41.95。团队合作和安全护理之间存在统计学上显著的正相关(r=0.57,p<0.001)。团队合作和道德勇气(r=0.49,p=0.002),道德勇气和安全护理(r=0.59p<0.001)。根据结果,工作经验,道德勇气,团队合作解释了安全护理差异的44.4%(R2=0.44,p<0.001)。
    结论:结果表明,护士的道德勇气和团队合作与参与者的安全护理呈正相关。因此,因为道德勇气和团队合作是有助于提高护理质量和确保安全护理的品质,建议护理管理者特别注意这些因素。
    BACKGROUND: Moral courage and team work are the most important aspects of professional competence in clinical nurses; nurses with moral courage and team work are thought to be able to deliver safe nursing care to patients. The present study aimed to investigate whether moral courage and teamwork correlate with safe nursing care among clinical nurses.
    METHODS: This descriptive cross-sectional multicenter study was carried out from December 2023 to February 2024. A total of 375 nurses who were practicing in four hospitals in the south of Iran were enrolled in this study using convenience sampling. The data collection tools used consisted of a demographics survey, Moral Courage Questionnaire (MCQ), Team STEPPS Team Perception Questionnaire (T-TPQ), and the Assessment of Safe Nursing Care Questionnaire (ASNCQ). The data were analyzed using descriptive statistics, t-test, chi-square, multiple regression analysis, and Pearson\'s correlation coefficient. SPSS version 22 was used to analyze the data.
    RESULTS: The participants\' mean age was 32.66 ± 6.63 years, and their work experience was 8.56 ± 6.22 years. The total mean scores for moral courage, teamwork, and safe care were 422.37 ± 52.92, 144.09 ± 18.43, 315.84 ± 41.95, respectively. A statistically significant positive correlation was found between teamwork and safe care (r = 0.57, p < 0.001), teamwork and moral courage (r = 0.49, p = 0.002), and moral courage and safe nursing care (r = 0.59 p < 0.001). According to the results, work experience, moral courage, and teamwork explained 44.4% of the variance in safe nursing care (R2 = 0.44, p < 0.001).
    CONCLUSIONS: The results indicated that the moral courage and teamwork of nurses were positively and significantly correlated with the participants\' safe nursing care. Accordingly, since moral courage and teamwork are the qualities that can contribute to improving the quality of care and ensuring safe nursing care, it is recommended that nursing managers pay special attention to these factors.
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  • 文章类型: Journal Article
    背景:重症监护病房(ICU)容量管理对于为危重患者提供高质量的医疗保健至关重要。然而,对最有利的ICU设计缺乏共识,特别是ICU是否应提供专用或非专用护理。专用或非专用ICU设计的决定考虑了个人患者护理和社会资源有效利用的专业化程度的权衡。我们的目标是分享模拟不同ICU设计的容量效应的模型的见解。根据要求,此仿真模型可用于其他ICU。
    方法:开发并使用了离散事件仿真模型,为了研究大型大学医院ICU在入住方面的假设表现,拒绝,以及在四种不同情况下,专用和非专用ICU设计的重新安排率。这些场景要么模拟当地ICU的基本情况,不同的床容量水平,减少专用设计的住院时间和意外增加的非计划患者流入的潜在影响。
    结果:仿真模型提供了见解,可以预见应该做出的容量选择的影响。非专用ICU设计在有效利用稀缺资源方面优于专用ICU设计。
    结论:选择使用专用ICU不仅影响临床结果,但也有拒绝-重新安排和入住率。我们对大型大学医院的分析表明,这样的模型如何支持ICU设计的决策,结合其他运营特点,如人员配备和质量管理。
    BACKGROUND: Intensive Care Unit (ICU) capacity management is essential to provide high-quality healthcare for critically ill patients. Yet, consensus on the most favorable ICU design is lacking, especially whether ICUs should deliver dedicated or non-dedicated care. The decision for dedicated or non-dedicated ICU design considers a trade-off in the degree of specialization for individual patient care and efficient use of resources for society. We aim to share insights of a model simulating capacity effects for different ICU designs. Upon request, this simulation model is available for other ICUs.
    METHODS: A discrete event simulation model was developed and used, to study the hypothetical performance of a large University Hospital ICU on occupancy, rejection, and rescheduling rates for a dedicated and non-dedicated ICU design in four different scenarios. These scenarios either simulate the base-case situation of the local ICU, varying bed capacity levels, potential effects of reduced length of stay for a dedicated design and unexpected increased inflow of unplanned patients.
    RESULTS: The simulation model provided insights to foresee effects of capacity choices that should be made. The non-dedicated ICU design outperformed the dedicated ICU design in terms of efficient use of scarce resources.
    CONCLUSIONS: The choice to use dedicated ICUs does not only affect the clinical outcome, but also rejection- rescheduling and occupancy rates. Our analysis of a large university hospital demonstrates how such a model can support decision making on ICU design, in conjunction with other operation characteristics such as staffing and quality management.
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  • 文章类型: Journal Article
    背景:在负责口腔抗癌治疗(CONTACT)项目的合作网络中,在佛兰德斯的12个肿瘤科实施了循证和以患者为中心的护理(PCC)途径.护理途径是由跨学科项目团队共同创造的,并根据当地医院环境量身定制。
    目的:在本研究中,研究了护理路径对PCC质量和其他患者结局的影响.
    方法:在9个参与的肿瘤科进行了一项测试前研究。主要结果是PCC的质量。此外,患者自我管理水平,药物依从性,对口服抗癌药信息的满意度和生活质量作为次要结局.线性混合模型用于调查前后测试组之间结果的差异。
    结果:PCC的质量,实施护理路径后,所有次要结局均得到改善.然而,测试前后评分的变化不显著.PCC的总体质量从3.72增加到3.88,以五点李克特量表测量(p=0.124)。
    结论:这项研究显示,然而,PCC的质量和其他患者结局没有显著改善.缺乏重大变化可以归因于护理途径发展的复杂性,护理路径实施不良或不稳定,随访护理变化有限。需要对护理途径的实际实施和影响其效果的潜在环境因素有更多的了解,以帮助理解这项测试前研究的结果。
    BACKGROUND: In the Collaborative Network To Take Responsibility for Oral Anticancer Therapy (CONTACT) project, an evidence-based and patient-centred care(PCC) pathway was implemented in 12 oncology departments in Flanders. The care pathway was developed in cocreation by an interdisciplinary project team, and tailored to the local hospital context.
    OBJECTIVE: In this study, the impact of the care pathways on quality of PCC and other patient outcomes was investigated.
    METHODS: A pre-posttest study was performed in nine of the participating oncology departments. The primary outcome was quality of PCC. Furthermore, level of patient self-management, medication adherence, satisfaction with information about the oral anticancer drug and quality of life were measured as secondary outcomes. Linear mixed models were used to investigate differences in outcomes between the pre- and posttest group.
    RESULTS: Quality of PCC, as well as all secondary outcomes improved after implementation of the care pathway. However, the changes in pre- and posttest scores were not significant. The overall quality of PCC increased from 3.72 to 3.88, measured on a five-point Likert scale (p = 0.124).
    CONCLUSIONS: This study showed small, however, no significant improvements in the quality of PCC and other patient outcomes. The lack of significant changes can be attributed to the complexity of the care pathway development, poor or unstable implementation of the care pathway and limited changes in follow-up care. More insight in the actual implementation of the care pathway and potential contextual factors influencing its effect is needed to help understand the outcomes of this pre-posttest study.
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  • 文章类型: Journal Article
    背景:儿童和青少年有权参与有关其健康的决定并发表意见,医院的经验。患者报告的经验措施(PREM)是将患者声音系统地纳入医疗保健系统的有价值的工具。新的发展集中在儿童和青少年的PREM上,虽然他们更常用于成人。最近的系统审查将其用于儿童和青少年,表明对这一领域的兴趣与日俱增。然而,大多数PREM由代理完成,在这种情况下,父母,因此,他们不一定反映儿童的经历或符合他们的权利。需要创新来支持和吸引儿童和青少年对这些类型的问卷做出回应。
    方法:与儿童和青少年(4-17岁)合作,本研究的主要目的是开发和验证包含数字和适合发展的PREM的MyHospitalVoice工具。次要目的是记录和评估用于涉及儿童和青少年的方法,并评估其参与的影响。根据欧洲癌症研究和治疗组织框架,我们将把它的开发和验证分为四个阶段。首先,我们将与儿童和青少年讨论PREM项目,谁将选择并优先考虑他们认为最重要的事情。第二,我们将创建针对不同年龄段(4-7,8-12和13-17岁)的项目,并设计一个响应式数字界面,以儿童和青年友好的方式回答问卷。第三,我们将探讨儿童和青少年如何使用认知访谈技术和其他适合年龄的方法来感知MyHospitalVoice.最后,我们将试点测试MyHospitalVoice,以探索患者的体验和反应率。在每个阶段,儿童和青少年将发挥积极作用。我们将让年轻人作为同伴研究人员参与项目组,以确保他们的观点是决策过程的一部分。
    结论:该项目将有助于儿童和青少年共同创造的研究,并增强我们对患者体验的理解。像MyHospitalVoice这样的经过验证的工具可以通过将儿童和青少年的需求和偏好转化为临床实践来帮助提高护理质量。
    BACKGROUND: Children and adolescents have the right to participate in decisions concerning their health and express their views, also regarding hospital experiences. Patient-reported experience measures (PREMs) are valuable tools for systematically incorporating patient voices into healthcare systems. New developments have focused on PREMs for children and adolescents, though they are more commonly used in adults. A recent systematic review mapping their use for children and adolescents indicates a growing interest in this area. However, most PREMs are completed by proxy, in this case parents, so they do not necessarily reflect children\'s experiences or align with their rights. Innovation is required to support and engage children and adolescents in responding to these types of questionnaires.
    METHODS: Collaborating with children and adolescents (4-17 years), the primary aim of this study is to develop and validate the tool MyHospitalVoice containing digital and developmentally appropriate PREMs. The secondary aim is to document and evaluate the approaches used to involve children and adolescents and to assess the impact of their involvement. Based on the European Organisation for Research and Treatment of Cancer framework, we will divide its development and validation into four phases. First, we will discuss PREM items with children and adolescents, who will select and prioritise what they perceive as most important. Second, we will create items targeting different age groups (4-7, 8-12, and 13-17 years) and design a responsive digital interface with child and youth friendly ways of responding to the questionnaires. Third, we will explore how children and adolescents perceive MyHospitalVoice using cognitive interviewing techniques and other age-appropriate methods. Last, we will pilot test MyHospitalVoice to explore patient experiences and response rates. In each phase, children and adolescents will play an active role. We will involve young adults as peer researchers in the project group to ensure that their perspectives are part of the decision-making process.
    CONCLUSIONS: This project will contribute to research on co-creating with children and adolescents and enhance our understanding of their patient experiences. A validated tool like MyHospitalVoice can help improve quality of care by translating the needs and preferences of children and adolescents into clinical practice.
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  • 文章类型: Journal Article
    背景:颞下颌关节紊乱病(TMD)是影响颞下颌关节(TMJ)不同部位并可引起口面部疼痛和功能障碍的多种疾病。本研究旨在调查牙科医生对颞下颌关节紊乱病(TMDs)的知识和管理,特别是他们对物理治疗在TMD治疗中的作用的认识。
    方法:采用了混合方法方法来提供对当前知识的全面了解,管理实践,以及牙科医生在治疗TMD方面对合作的态度。使用详细的问卷从卡拉奇的335名牙医的便利样本中收集数据,以评估他们对物理治疗在TMD治疗中的作用的了解。二十名牙医被选中面对面,深入访谈,根据他们对所管理的问卷的回答,探索他们在管理TMD方面的经验和挑战。
    结果:该研究的累积定量和定性结果揭示了一个景观,其特点是个性化的转诊实践方法和跨学科合作的显着差距。大多数拥有学士学位的从业者主要使用药物(65.2%)和特定原因治疗(65.3%)进行TMD治疗。对管理TMD的临床疗效和从业者挑战的主题分析揭示了牙科专业人员面临的重大问题。
    结论:这项研究成功地验证了一份问卷,以了解牙科医生对TMD治疗中物理疗法的认识。该研究发现了知识上的巨大差距以及牙医和物理治疗师之间缺乏合作。研究中强调的有限转诊做法,以及来自牙医访谈的见解,强调需要改进的跨学科方法来管理牙科实践中的TMD。
    BACKGROUND: Temporomandibular joint disorders (TMDs) are a variety of conditions that affect different parts of the temporomandibular joints (TMJ) and can cause orofacial pain and functional impairment. This study aims to investigate dental practitioners\' knowledge and management of Temporomandibular Joint Disorders (TMDs), particularly their knowledge of the role physical therapy plays in TMD treatment.
    METHODS: A mixed-methods approach was adopted to provide a comprehensive view of current knowledge, management practices, and attitudes toward collaboration among dental practitioners in treating TMD. Data were collected from a convenience sample of 335 dentists in Karachi using a detailed questionnaire to assess their knowledge of the role of physical therapy in the treatment of TMD. Twenty dentists were chosen for face-to-face, in-depth interviews to explore their experiences and challenges in managing TMDs based on their responses to the administered questionnaire.
    RESULTS: The cumulative quantitative and qualitative findings of the study revealed a landscape marked by individualized approaches to referral practices and significant gaps in interdisciplinary collaboration. Most practitioners holding a bachelor\'s degree predominantly used medication (65.2%) and cause-specific treatment (65.3%) for TMD treatment. Thematic analysis of clinical efficacy and practitioner challenges in managing TMD revealed significant issues faced by dental professionals.
    CONCLUSIONS: The study successfully validated a questionnaire to understand dental practitioners\' knowledge regarding physical therapy in TMD treatment. The study identified significant gaps in knowledge and a lack of collaboration between dentists and physiotherapists. The limited referral practices highlighted in the study, along with insights from dentist interviews, emphasize the need for improved interdisciplinary approaches to managing TMDs within dental practice.
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  • 文章类型: Journal Article
    背景:本研究旨在提出一种半自动方法,用于在意大利国家卫生系统(NHS)内监测随访检查的等待时间,由于官方数据库中缺乏必要的结构化信息,目前尚不可能。
    方法:已经开发了一种基于自然语言处理(NLP)的管道,用于从推荐文本中提取等待时间信息,以便在伦巴第地区进行后续检查。10.000个推荐的手动注释数据集已用于开发管道,而10.000个推荐的另一个手动注释数据集已用于测试其性能。随后,该管道已用于分析2021年规定的所有1200万次推荐,并于2022年5月在伦巴第大区进行。
    结果:基于NLP的管道在从推荐文本中识别等待时间信息方面表现出高精度(0.999)和召回率(0.973),归一化精度高(0.948-0.998)。随访检查转介文本中时间指示的总体报告较低(2%),显示出不同医学学科和处方医生类型的显着差异。在报告等待时间的推荐中,16%的人经历了延误(平均延误=19天,标准偏差=34天),在医学学科和地理区域之间观察到显著差异。
    结论:使用NLP被证明是评估后续检查等待时间的宝贵工具,由于慢性病的重大影响,这对NHS尤其重要,后续考试至关重要。卫生当局可以利用此工具来监控NHS服务的质量并优化资源分配。
    BACKGROUND: This study aims to propose a semi-automatic method for monitoring the waiting times of follow-up examinations within the National Health System (NHS) in Italy, which is currently not possible to due the absence of the necessary structured information in the official databases.
    METHODS: A Natural Language Processing (NLP) based pipeline has been developed to extract the waiting time information from the text of referrals for follow-up examinations in the Lombardy Region. A manually annotated dataset of 10 000 referrals has been used to develop the pipeline and another manually annotated dataset of 10 000 referrals has been used to test its performance. Subsequently, the pipeline has been used to analyze all 12 million referrals prescribed in 2021 and performed by May 2022 in the Lombardy Region.
    RESULTS: The NLP-based pipeline exhibited high precision (0.999) and recall (0.973) in identifying waiting time information from referrals\' texts, with high accuracy in normalization (0.948-0.998). The overall reporting of timing indications in referrals\' texts for follow-up examinations was low (2%), showing notable variations across medical disciplines and types of prescribing physicians. Among the referrals reporting waiting times, 16% experienced delays (average delay = 19 days, standard deviation = 34 days), with significant differences observed across medical disciplines and geographical areas.
    CONCLUSIONS: The use of NLP proved to be a valuable tool for assessing waiting times in follow-up examinations, which are particularly critical for the NHS due to the significant impact of chronic diseases, where follow-up exams are pivotal. Health authorities can exploit this tool to monitor the quality of NHS services and optimize resource allocation.
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  • 文章类型: Journal Article
    背景:姑息治疗(PC)有助于改善血液系统恶性肿瘤(HM)和实体瘤(ST)患者的临终关怀,其方法是解决生理和心理症状以及精神需求。上位机与上位机的研究ST患者支离破碎,建议使用较少。
    方法:我们分析了德国一家大型健康保险提供商的所有已故成员在死亡前一年的索赔数据。首先,我们分析了不同类型PC的频率和开始,并比较了HM患者与ST.第二,我们分析了使用PC对HM患者几种临终质量结局的调整影响ST.我们进行了简单和多元(逻辑)回归分析,针对相关协变量进行调整,年龄和性别标准化。
    结果:在2016年至2020年的222,493例死亡癌症患者中,我们在第一次分析中包括209,321例,在第二次分析中包括165,020例。HM患者与ST收到PC的频率较低(40.4与55.6%)及以后(34vs.死亡前50天)。PC使用显着改善了所有六个质量指标,以实现良好的临终护理。与ST患者相比,HM患者在六个指标中的五个指标的发生率较差。相互作用项显示,与HM相比,ST患者在六个质量指标中有五个从PC中获得了更大的益处。
    结论:数据突出表明需要更频繁地集成PC,早些时候,并更有效地投入到HM患者的护理中。
    BACKGROUND: Palliative care (PC) contributes to improved end-of-life care for patients with hematologic malignancies (HM) and solid tumors (ST) by addressing physical and psychological symptoms and spiritual needs. Research on PC in HM vs. ST patients is fragmented and suggests less use.
    METHODS: We analyzed claims data of all deceased members of a large German health insurance provider for the year before death. First, we analyzed the frequency and the beginning of different types of PC and compared patients with HM vs. ST. Second, we analyzed the adjusted impact of PC use on several end-of-life quality outcomes in patients with HM vs. ST. We performed simple and multiple (logistic) regression analysis, adjusted for relevant covariates, and standardized for age and sex.
    RESULTS: Of the 222,493 deceased cancer patients from 2016 to 2020, we included 209,321 in the first analysis and 165,020 in the second analysis. Patients with HM vs. ST received PC less often (40.4 vs. 55.6%) and later (34 vs. 50 days before death). PC use significantly improved all six quality indicators for good end-of-life care. HM patients had worse rates in five of the six indicators compared with ST patients. Interaction terms revealed that patients with ST derived greater benefit from PC in five of six quality indicators than those with HM.
    CONCLUSIONS: The data highlight the need to integrate PC more often, earlier, and more effectively into the care of patients with HM.
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