Emergency service

紧急服务
  • 文章类型: Journal Article
    目的:为预防急诊服务中压疮/损伤的发展提供护理的现有证据。
    方法:范围审查遵循系统审查的首选报告项目和范围审查的Meta分析扩展以及JoannaBriggs研究所指南。纳入标准基于PCC助记符。感兴趣的主要变量是在医院急诊服务(背景)与成年参与者(人口)进行的研究中报道的为防止压疮/损伤发展而提供的护理(条件)。范围审查协议已在OSF平台上注册。
    结果:在选择过程中,在不同的数据库中确定了175篇文章。应用纳入和排除标准,20项研究纳入本范围审查。发生压疮/损伤的预防措施分为9类:“危险因素和风险评估”,\"支撑表面\",“压疮/伤害预防敷料”,“皮肤和组织评估”,“重新定位和早期动员”,“预防性皮肤护理”,“压疮/伤害预防中的营养”,“健康教育”和“生命体征管理”。研究中提到的评估压力性溃疡/损伤风险的工具是Braden,Waterlow和Norton秤。记录最多的评估医院急诊服务中发生压疮/损伤风险的工具是Braden量表。
    结论:国际文献确定了几种可以在急诊服务中实施的预防性干预措施,以避免压疮/损伤的发展。然而,至关重要的是,自入院以来,这些预防性干预措施得到了系统的实施(组合)。
    OBJECTIVE: To map the available evidence on nursing care provided to prevent the development of pressure ulcers/injuries in emergency services.
    METHODS: Scoping review that follows the Preferred Reporting Items for Systematic reviews and the Meta-Analyses extensions for Scoping Reviews and the Joanna Briggs Institute guidelines. The inclusion criteria were based on the PCC mnemonic. The main variables of interest were the nursing care provided to prevent the development of pressure ulcers/injuries (Condition) reported in studies developed in hospital emergency services (Context) with adult participants (Population). The scoping review protocol was registered on the OSF platform.
    RESULTS: During the selection process, 175 articles were identified in different databases. Applying the inclusion and exclusion criteria, 20 studies were included in this scoping review. The preventive measures for the development of pressure ulcers/injuries were grouped into 9 categories: \"risk factors and risk assessment\", \"support surfaces\", \"dressings for pressure ulcer/injury prevention\", \"skin and tissue assessment\", \"repositioning and early mobilization\", \"preventive skin care\", \"nutrition in pressure ulcer/injury prevention\", \"health education\" and \"vital signs management\". The instruments for assessing the risk of developing pressure ulcers/injuries mentioned in the studies are the Braden, Waterlow and Norton scales. The most documented tool for assessing the risk of developing pressure ulcers/injuries in hospital emergency services was the Braden Scale.
    CONCLUSIONS: International literature identified several preventive interventions that could be implemented in emergency services to avoid pressure ulcers/injuries development. However, is crucial that those preventive interventions were systematic implemented (in combination) since hospital admission.
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  • 文章类型: Journal Article
    这项审查的目的是探索父母在急诊科(ED)管理患有智力和/或发育障碍(IDD)的孩子方面的经验和信息需求。我们搜索了六个电子数据库和灰色文献,以确定自2000年以来发表的英文主要研究。我们使用融合集成方法同时合成了定量和定性结果数据,并使用了混合方法评估工具(MMAT)来评估纳入研究的方法学质量。纳入了来自7项研究的9篇文章(3篇定性,3定量,1混合方法)。确定了与父母自我报告经验相关的四个主要主题:1)ED管理和抚养子女的适当性;2)承认/认可子女的IDD并将这些考虑因素纳入整体护理和管理;3)管理和导航ED环境;4)决定在访问ED时披露子女的状况。两篇文章提供了与信息需求相关的数据,强调父母希望拥有支持ED方向的资源,并在ED设置内外访问服务。从数量有限的研究来看,很明显,父母希望与医疗保健提供者进行更好的沟通,并希望ED工作人员对抚养孩子所需的物理空间设置有更多的了解.支持ED员工和父母进行有效沟通和共同努力的资源可以确保满足患有IDD的儿童的护理需求。需要进一步研究了解父母在ED中管理患有IDD的孩子的经验和信息需求,以指导有效资源的开发。
    The objective of this review was to explore parents\' experiences and information needs regarding management of their child with an intellectual and/or developmental disability (IDD) in the emergency department (ED). We searched six electronic databases and grey literature to identify primary studies in English published since 2000. We synthesized quantitative and qualitative outcome data simultaneously using a convergent integrated approach and used a Mixed Methods Appraisal Tool (MMAT) to assess methodological quality of the included studies. Nine articles derived from seven studies were included (3 qualitative, 3 quantitative, 1 mixed method). Four main themes related to parents\' self-reported experiences were identified: 1) appropriateness of the ED to manage and support their child; 2) acknowledgement/recognition of their child\'s IDD and incorporation of those considerations into overall care and management; 3) managing and navigating the ED environment; and 4) decision to disclose their child\'s condition when visiting the ED. Two articles provided data relevant to information needs, highlighting parents\' desire to have resources supporting ED orientation and access to services within and outside of the ED setting. From the limited number of studies, it was evident that parents wanted better communication with healthcare providers and a greater understanding by ED staff around physical space settings needed to support their child. Resources supporting ED staff and parents to communicate effectively and work together can ensure that children with IDDs care needs are met. Further research into understanding parents\' experiences and information needs related to managing a child with an IDD in the ED is needed to guide the development of effective resources.
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  • 文章类型: Systematic Review
    头部计算机断层扫描(CT)是轻度创伤性脑损伤(mTBI)的首选成像方式。在轻度TBI的低风险个体中常规使用头部CT没有临床益处,但也会导致明显的健康和经济负担。尽管有相关的指导方针,研究报告了相当多的未指示的头部CT要求。目的是提供头部CT过度使用率的总体估计,并确定导致过度使用的因素。对PubMed的系统评价,Scopus,WebofScience,和Embase数据库是根据PRISMA和MOOSE指南进行的,直到2023年11月。两名审阅者独立选择符合条件的文章并提取数据。使用偏差风险工具进行质量评估,并采用随机效应模型进行数据综合。14项研究,包括28,612名患者,包括在内,27,809例接受头部CT扫描.值得注意的是,纳入的研究中有75%表现出中度至高度的偏倚风险。儿童和成人患者的过度使用率为27%(95%CI:5-50%)和32%(95%CI:21-44%),分别。另一种利率,专注于低风险的儿科患者,为54%(95%CI:20-89%)。教学和非教学医院的过度使用率没有显着差异。因跌倒或袭击而患有mTBI的患者不太可能接受非指示性扫描。医师专业或资历与过度使用之间没有显着关联,患者的年龄或性别与接受非指示扫描的可能性之间也没有关系。mTBI病例中大约三分之一的头部CT扫描是可以避免的,强调质量改进计划的必要性,以减少不必要的成像及其相关负担。
    Head computed tomography (CT) is the preferred imaging modality for mild traumatic brain injury (mTBI). The routine use of head CT in low-risk individuals with mild TBI offers no clinical benefit but also causes notable health and financial burden. Despite the availability of related guidelines, studies have reported considerable rate of non-indicated head CT requests. The objectives were to provide an overall estimate for the head CT overutilization rate and to identify the factors contributing to the overuse. A systematic review of PubMed, Scopus, Web of Science, and Embase databases was conducted up to November 2023, following PRISMA and MOOSE guidelines. Two reviewers independently selected eligible articles and extracted data. Quality assessment was performed using a bias risk tool, and a random-effects model was used for data synthesis. Fourteen studies, encompassing 28,612 patients, were included, with 27,809 undergoing head CT scans. Notably, 75% of the included studies exhibited a moderate to high risk of bias. The overutilization rate for pediatric and adult patients was 27% (95% CI: 5-50%) and 32% (95% CI: 21-44%), respectively. An alternative rate, focusing on low-risk pediatric patients, was 54% (95% CI: 20-89%). Overutilization rates showed no significant difference between teaching and non-teaching hospitals. Patients with mTBI from falls or assaults were less likely to receive non-indicated scans. There was no significant association between physician specialty or seniority and overuse, nor between patients\' age or sex and the likelihood of receiving a non-indicated scan. Approximately one-third of head CT scans in mTBI cases are avoidable, underscoring the necessity for quality improvement programs to reduce unnecessary imaging and its associated burdens.
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  • 文章类型: Journal Article
    急诊科经常在生命结束时照顾患者,并且应该有健全的流程来审查护理交付情况。这项范围审查的目的是检查和整理可用的图表审核工具,以评估在急诊科死亡的患者的生命结束护理质量,或者,在随后的入院中。
    使用PRISMA-ScR(用于系统评价的首选报告项目和用于范围审查的Meta分析扩展)指南对文献进行范围审查,并进行了Arksey和O\'Malley概述的方法框架。主要和次要研究,搜索了灰色文献。包括成人和儿科人群。OvidEmcare数据库,从1961年至2022年12月搜索CINAHL和Medline;然后进行筛查和评估。对文章进行了比较,并将数据归纳为类别。
    包含了58篇文章,产生了三个类别;报废审计使用的背景,审计工具的开发和评估,和审计特征/组件。四个工具集中在急诊室,然而,没有全面审查生命终结和急诊科的具体数据。制定了急诊科审核工具草案,其中包括评估本审查中确定的临终护理的共同要素,急诊科特定的护理质量措施以及将筛查和分类标准整合到适当的长期护理(Cristal)工具中。
    没有发现在急诊科为临终患者提供的全面审查临终护理的审计工具。我们根据现有的最佳证据开发了一种审计工具,现在需要对其进行有效性测试,可行性,和可用性,以评估生命在急诊科设置结束是必需的。
    UNASSIGNED: Emergency departments frequently care for patients at the end of life and should have robust processes for reviewing delivery of care. The aim of this scoping review is to examine and collate the chart audit tools available to assess the quality of end of life care of patients who die in the emergency department, or, in the subsequent hospital admission.
    UNASSIGNED: A scoping review of the literature using the PRISMA-ScR (Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews) guidelines, and the methodological framework outlined by Arksey and O\'Malley was conducted. Primary and secondary research, along with grey literature were searched. Both adult and paediatric populations were included. Databases Ovid Emcare, CINAHL and Medline were searched from 1961 to December 2022; followed by screening and appraisal. Articles were compared and data synthesised into categories.
    UNASSIGNED: Fifty-eight articles were included generating three categories; contexts for end of life audit use, development and evaluation of audit tools, and audit characteristics / components. Four tools focused on the emergency department, however, did not comprehensively review both end of life and emergency department specific data. A draft audit tool for the emergency department was developed that consisted of the common elements to evaluate end of life care as identified in this review, emergency department-specific quality of care measures and the integration of the Criteria for Screening and Triaging to Appropriate aLternative care (CriSTAL) tool.
    UNASSIGNED: No audit tool to comprehensively review end of life care provided for patients at the end of life in the emergency department was found. We developed an audit tool based on best available evidence that now needs testing for validity, feasibility, and usability to evaluate end of life in the emergency department setting is required.
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  • 文章类型: Journal Article
    背景:用药错误会严重损害急诊科患者的安全。尽管以前的研究已经调查了这种情况下这些错误的发生率,结果差异很大。
    目的:目的是报告急诊科用药错误发生率和严重程度的汇总数据,以及受这些错误影响的患者比例。
    方法:在Embase中进行了系统搜索,PubMed,和Cochrane图书馆从数据库开始到2023年6月。研究提供了有关急诊科内用药错误的数值数据。随机效应荟萃分析被用来汇集用药错误的患病率,经历这些错误的患者比例,和错误严重性级别。使用I2统计量和CochranQ检验评估研究之间的异质性。
    结果:24项研究符合纳入标准。荟萃分析得出急诊科用药错误的汇总发生率为22.6%(95%置信区间[CI]19.2-25.9%,I2=99.9%,p<0.001)。估计发生用药错误的患者比例为36.3%(95%CI28.3-44.3%,I2=99.8%,p<0.001)。在这些错误中,42.6%(95%CI5.0-80.1%)可能有害但不危及生命,而无伤害错误占57.3%(95%CI14.1-100.0%)。
    结论:用药错误的患病率,特别是那些可能有害的,强调急诊部门的潜在安全问题。在这种情况下,必须制定和实施有效的干预措施,以减少用药错误并提高患者安全性。
    BACKGROUND: Medication errors significantly compromise patient safety in emergency departments. Although previous studies have investigated the prevalence of these errors in this setting, results have varied widely.
    OBJECTIVE: The aim was to report pooled data on the prevalence and severity of medication errors in emergency departments, as well as the proportion of patients affected by these errors.
    METHODS: Systematic searches were conducted in Embase, PubMed, and the Cochrane Library from database inception until June 2023. Studies provided numerical data on medication errors within emergency departments were eligible for inclusion. Random-effects meta-analysis was employed to pool the prevalence of medication errors, the proportion of patients experiencing these errors, and the error severity levels. Heterogeneity among studies was assessed using the I2 statistic and Cochran\'s Q test.
    RESULTS: Twenty-four studies met the inclusion criteria. The meta-analysis gave a pooled prevalence of medication errors in emergency departments of 22.6% (95% Confidence Interval [CI] 19.2-25.9%, I2 = 99.9%, p < 0.001). The estimated proportion of patients experiencing medication errors was 36.3% (95% CI 28.3-44.3%, I2 = 99.8%, p < 0.001). Of these errors, 42.6% (95% CI 5.0-80.1%) were potentially harmful but not life-threatening, while no-harm errors accounted for 57.3% (95% CI 14.1-100.0%).
    CONCLUSIONS: The prevalence of medication errors, particularly those potentially harmful, underscores potential safety issues in emergency departments. It is imperative to develop and implement effective interventions aimed at reducing medication errors and enhancing patient safety in this setting.
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  • 文章类型: Journal Article
    在急诊护理中经常遇到创伤性疼痛,需要立即镇痛。不幸的是,大多数创伤患者报告在到达急诊科并从急诊科出院时持续疼痛。获得静脉内使用镇痛药可能很耗时,导致治疗延误。这篇综述提供了快速起效和肠胃外止痛药的概述。非静脉给药途径,并指出需要更多研究的领域。
    Traumatic pain is frequently encountered in emergency care and requires immediate analgesia. Unfortunately, most trauma patients report sustained pain upon arrival at and discharge from the Emergency Department. Obtaining intravenous access to administer analgesics can be time-consuming, leading to treatment delay. This review provides an overview of analgesics with both fast onset and parenteral, non-intravenous routes of administration, and also indicates areas where more research is required.
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  • 文章类型: Journal Article
    目的:评估急性偏头痛患者肠外药物减轻疼痛的有效性和安全性。
    背景:肠胃外药物已被证明可有效治疗急性偏头痛;然而,不同方法的比较有效性尚不清楚。
    方法:检索了9个电子数据库和灰色文献来源,以确定在紧急情况下评估肠外药物治疗急性偏头痛的随机临床试验。两名独立审核员完成了研究筛选,数据提取,和Cochrane偏差风险评估,分歧通过裁决解决。审查方案已在国际前瞻性系统审查登记册(PROSPERO;CRD42018100096)注册。
    结果:共纳入97项独特研究,大多数研究报告偏倚风险高或不清楚。单一疗法,以及联合治疗,成功降低了出院前的疼痛评分。他们还增加了报告疼痛缓解和无痛的患者比例。在评估的疼痛结果中,联合治疗是排名较高的方法之一,并提供了疼痛结果的有力改善,包括降低疼痛评分(平均差-3.36,95%置信区间[CI]-4.64至-2.08)和增加报告疼痛缓解的患者比例(风险比[RR]2.83,95%CI1.74-4.61).就报告疼痛缓解的患者比例而言,抗精神病药和甲氧氯普胺也排名较高(抗精神病药RR2.76,95%CI2.12-3.60;甲氧氯普胺RR2.58,95%CI1.90-3.49),并且在急诊出院前无痛(抗精神病药RR4.8,95%CI3.61-6.49;甲氧氯普胺RR4.1,95%CI3.02-5.44)。大多数肠胃外药物与不良事件增加有关,特别是联合疗法和抗精神病药。
    结论:发现各种肠胃外药物可有效缓解疼痛。考虑到各种结果的一致改进,联合治疗,以及甲氧氯普胺或抗精神病药的单药治疗被推荐作为治疗急性偏头痛的一线选择。有不良事件的风险,尤其是静坐不能,在用这些药物治疗后。我们建议考虑一个共同的决策模型,以根据患者的需求有效地确定最佳治疗方案。
    OBJECTIVE: To assess the comparative effectiveness and safety of parenteral agents for pain reduction in patients with acute migraine.
    BACKGROUND: Parenteral agents have been shown to be effective in treating acute migraine pain; however, the comparative effectiveness of different approaches is unclear.
    METHODS: Nine electronic databases and gray literature sources were searched to identify randomized clinical trials assessing parenteral agents to treat acute migraine pain in emergency settings. Two independent reviewers completed study screening, data extraction, and Cochrane risk-of-bias assessment, with differences being resolved by adjudication. The protocol of the review was registered with the International Prospective Register of Systematic Reviews (PROSPERO; CRD42018100096).
    RESULTS: A total of 97 unique studies were included, with most studies reporting a high or unclear risk of bias. Monotherapy, as well as combination therapy, successfully reduced pain scores prior to discharge. They also increased the proportion of patients reporting pain relief and being pain free. Across the pain outcomes assessed, combination therapy was one of the higher ranked approaches and provided robust improvements in pain outcomes, including lowering pain scores (mean difference -3.36, 95% confidence interval [CI] -4.64 to -2.08) and increasing the proportion of patients reporting pain relief (risk ratio [RR] 2.83, 95% CI 1.74-4.61). Neuroleptics and metoclopramide also ranked high in terms of the proportion of patients reporting pain relief (neuroleptics RR 2.76, 95% CI 2.12-3.60; metoclopramide RR 2.58, 95% CI 1.90-3.49) and being pain free before emergency department discharge (neuroleptics RR 4.8, 95% CI 3.61-6.49; metoclopramide RR 4.1, 95% CI 3.02-5.44). Most parenteral agents were associated with increased adverse events, particularly combination therapy and neuroleptics.
    CONCLUSIONS: Various parenteral agents were found to provide effective pain relief. Considering the consistent improvements across various outcomes, combination therapy, as well as monotherapy of either metoclopramide or neuroleptics are recommended as first-line options for managing acute migraine pain. There are risks of adverse events, especially akathisia, following treatment with these agents. We recommend that a shared decision-making model be considered to effectively identify the best treatment option based on the patient\'s needs.
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  • 文章类型: Journal Article
    目的:确定长期护理机构的老年(≥60岁)居民入院和/或急诊就诊的原因和/或危险因素。
    背景:老年人使用急性服务与巨大的财务和社会成本相关。对使用急症服务的原因的全球了解可能有助于早期识别和干预,避免临床恶化,减少对卫生服务的需求,提高生活质量。
    方法:在PROSPERO(CRD42022326964)中注册并按照PRISMA指南报告的系统评价。
    方法:搜索策略是在与学术图书馆员协商后制定的。该策略使用MeSH术语和相关关键字。自2017年以来以英文发表的文章有资格被收录。CINAHL,MEDLINE,搜索了Scopus和WebofScience核心合集(11/08/22)。Title,abstract,并根据纳入/排除标准筛选全文;数据提取由两名盲检人员进行.使用NewCastle渥太华量表(NOS)评估证据质量。
    结果:有39篇文章符合条件并纳入本综述;纳入的研究被评估为高质量和低偏倚风险。据报道,住院最有可能发生在长期护理的第一年。呼吸和心血管诊断经常与急性服务使用相关。虚弱,降压药,跌倒和营养不足与计划外服务使用有关.
    结论:已经确定了可改变的风险,这些风险可以作为评估的触发因素,并且可以进行早期干预。协调干预可能有重要的个体,经济效益和社会效益。
    结论:本综述确定了老年人使用急性服务的几个可改变的原因。早期和协调的干预可以降低住院和/或急诊科的风险。
    本系统评价是按照系统评价和荟萃分析(PRISMA)方法的首选报告项目进行和报告的。
    没有患者或公众捐款。
    OBJECTIVE: To identify the reasons and/or risk factors for hospital admission and/or emergency department attendance for older (≥60 years) residents of long-term care facilities.
    BACKGROUND: Older adults\' use of acute services is associated with significant financial and social costs. A global understanding of the reasons for the use of acute services may allow for early identification and intervention, avoid clinical deterioration, reduce the demand for health services and improve quality of life.
    METHODS: Systematic review registered in PROSPERO (CRD42022326964) and reported following PRISMA guidelines.
    METHODS: The search strategy was developed in consultation with an academic librarian. The strategy used MeSH terms and relevant keywords. Articles published since 2017 in English were eligible for inclusion. CINAHL, MEDLINE, Scopus and Web of Science Core Collection were searched (11/08/22). Title, abstract, and full texts were screened against the inclusion/exclusion criteria; data extraction was performed two blinded reviewers. Quality of evidence was assessed using the NewCastle Ottawa Scale (NOS).
    RESULTS: Thirty-nine articles were eligible and included in this review; included research was assessed as high-quality with a low risk of bias. Hospital admission was reported as most likely to occur during the first year of residence in long-term care. Respiratory and cardiovascular diagnoses were frequently associated with acute services use. Frailty, hypotensive medications, falls and inadequate nutrition were associated with unplanned service use.
    CONCLUSIONS: Modifiable risks have been identified that may act as a trigger for assessment and be amenable to early intervention. Coordinated intervention may have significant individual, social and economic benefits.
    CONCLUSIONS: This review has identified several modifiable reasons for acute service use by older adults. Early and coordinated intervention may reduce the risk of hospital admission and/or emergency department.
    UNASSIGNED: This systematic review was conducted and reported following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology.
    UNASSIGNED: No patient or public contribution.
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  • 文章类型: Journal Article
    本综述的目的是确定迄今为止在急诊科报告的护理敏感结局。
    进行了雨伞审查。四个数据库,CINAHL,Pubmed,WebofScience和Scopus,从成立到2022年10月都进行了搜索。MeSH术语是:“护理”,“敏感性和特异性”,\"紧急服务,医院\“,“护理”。两名评审员根据入选标准独立筛选研究,提取数据并使用SIGN工具评估研究质量。对纳入研究的结果进行了总结,并在主题中进行了叙述分析。该研究被纳入PROSPERO注册中心(CRD42022376941),并遵循PRISMA指南。
    搜索策略产生了2289条记录。重复删除后,title,摘要和全文资格筛选,审查包括9项系统审查。总共报告了35例护理敏感结局。描述最多的结果是等待时间,患者满意度和治疗时间。死亡率测量得越少,没有被看见和身体功能。在报告主题中综合护理敏感结果,衡量最多的结果是在安全域内(n=20),其次是临床(n=9),感知(n=5)和最少探索的功能域(n=1)。
    急诊护理实践中的护理敏感结果研究是一个仍处于早期阶段的概念挑战。在这篇综述中确定了一些对护理敏感的结果,可以评估急诊科护理对患者结果的贡献。需要进一步的研究来探索对急诊护理敏感的患者预后。
    UNASSIGNED: The aim of this review was to identify reported nursing-sensitive outcomes in the Emergency Department to date.
    UNASSIGNED: An Umbrella review was conducted. Four databases, CINAHL, Pubmed, Web of Science and Scopus, were searched from inception until October 2022. MeSH terms were: \"nursing\", \"sensitivity and specificity\", \"emergency service, hospital\", \"nursing care\". Two reviewers independently screened studies against the inclusion criteria for eligibility, extracted data and assessed study quality with the SIGN tool. Results of the included studies were summarized and described in themes for narrative analysis. The study was enrolled in the PROSPERO registry (CRD42022376941) and PRISMA guidelines were followed.
    UNASSIGNED: The search strategy yielded 2289 records. After duplicate removal, title, abstract and full-text eligibility screening, nine systematic reviews were included in the review. A total of 35 nursing-sensitive outcomes were reported. The most described outcomes were waiting times, patient satisfaction and time to treatment. The less measured were mortality, left without being seen and physical function. Synthesizing nursing-sensitive outcomes in themes for reporting, the most measured outcomes were within the safety domain (n=20), followed by the clinical (n=9), perceptual (n=5) and the least explored functional domain (n=1).
    UNASSIGNED: Nursing sensitive outcomes research in emergency nursing practice is a conceptual challenge still in its early stage. Several nursing-sensitive outcomes were identified in this review that can evaluate the contribution of emergency department nursing care to patient outcomes. Further research is required to explore patient outcomes sensitive to emergency nursing care.
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  • 文章类型: Journal Article
    急症室不断增长的负担是我们多年来一直面临的全球性挑战。新兴的基于人工智能(AI)的解决方案可能构成优化这些单元的关键组成部分。进行了这项系统审查,以彻底检查和总结当前可用的AI解决方案,评估其实施的潜在好处,并确定在这个迷人和快速发展的领域进一步发展的预期方向。
    本系统综述利用了从三个关键科学数据库汇编的数据:PubMed(2045年出版物),Scopus(877种出版物),和WebofScience(2495出版物)。在精心删除重复项之后,我们对2052篇文章进行了详细分析,包括147篇全文论文。从这些,我们选择了51篇最具相关性和代表性的出版物进行审查。
    总的来说,目前的研究表明,由于机器学习(ML)模型的高精度和灵敏度,使用AI支持医生是合理的,因为它可以向他们展示潜在的诊断,这可以节省时间和资源。然而,人工智能生成的诊断应该由医生验证,因为人工智能不是万无一失的。
    当前可用的AI算法能够以前所未有的精度和速度分析复杂的医疗数据。尽管AI的巨大潜力,它仍然是一种新兴的技术,通常被认为是复杂而具有挑战性的实施。我们认为,有效利用这项技术的关键点是医疗专业人员和人工智能专家之间的密切合作。未来的研究应该集中在进一步完善人工智能算法上,进行全面验证,并引入适当的法律法规和标准程序,从而充分利用人工智能的潜力,提高医疗保健服务的质量和效率。
    UNASSIGNED: The burgeoning burden on emergency departments is a global challenge that we have been confronting for many years. Emerging artificial intelligence (AI)-based solutions may constitute a critical component in the optimization of these units. This systematic review was conducted to thoroughly examine and summarize the currently available AI solutions, assess potential benefits from their implementation, and identify anticipated directions of further development in this fascinating and rapidly evolving field.
    UNASSIGNED: This systematic review utilized data compiled from three key scientific databases: PubMed (2045 publications), Scopus (877 publications), and Web of Science (2495 publications). After meticulous removal of duplicates, we conducted a detailed analysis of 2052 articles, including 147 full-text papers. From these, we selected 51 of the most pertinent and representative publications for the review.
    UNASSIGNED: Overall the present research indicates that due to high accuracy and sensitivity of machine learning (ML) models it\'s reasonable to use AI in support of doctors as it can show them the potential diagnosis, which could save time and resources. However, AI-generated diagnoses should be verified by a doctor as AI is not infallible.
    UNASSIGNED: Currently available AI algorithms are capable of analysing complex medical data with unprecedented precision and speed. Despite AI\'s vast potential, it is still a nascent technology that is often perceived as complicated and challenging to implement. We propose that a pivotal point in effectively harnessing this technology is the close collaboration between medical professionals and AI experts. Future research should focus on further refining AI algorithms, performing comprehensive validation, and introducing suitable legal regulations and standard procedures, thereby fully leveraging the potential of AI to enhance the quality and efficiency of healthcare delivery.
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