health services delivery

卫生服务提供
  • 文章类型: Journal Article
    目的:定位澳大利亚首都城市透析需求的热点事件,并测量与普遍透析需求和社会经济劣势的关联。
    方法:一项回顾性队列研究使用了澳大利亚和新西兰的透析和移植注册数据,这些数据涉及居住在澳大利亚首都的因肾衰竭(KF)而开始透析的人。2001年1月1日-2021年12月31日。年龄-性别标准化的透析发生率由统计区域3级(SA3)估算,透析患病率由SA2估算。
    结果:根据住宅邮政编码,在城市大都市地区,共有32,391人开始透析被引用为SA3。事件热点位于悉尼西部。在德鲁伊特山,标准化发病率的最高平均年度变化为每百万人8.3(错误发现率校正的95%CI1.0,15.7),反映绝对需求从2001-3年到2019-21年增长263%。糖尿病肾病的意外透析对总增长有很大贡献。事件热点与普遍透析需求与社会经济匮乏相关的地区位于同一地点。
    结论:新的地理参考登记数据的空间分析定位了肾衰竭的热点和相关的社会人口统计学和共病状态。
    结论:这些分析提高了当前在局部水平上规划透析能力的能力。热点可以作为预防和减缓肾脏疾病进展的目标。
    OBJECTIVE: To locate incident hotspots of dialysis demand in Australian capital cities and measure association with prevalent dialysis demand and socioeconomic disadvantage.
    METHODS: A retrospective cohort study used Australia and New Zealand Dialysis and Transplant Registry data on people commencing dialysis for kidney failure (KF) resident in an Australian capital city, 1 January 2001 - 31 December 2021. Age-sex-standardised dialysis incidence was estimated by Statistical Area Level 3 (SA3) and dialysis prevalence by SA2.
    RESULTS: A total of 32,391 people commencing dialysis were referenced to SA3s within city metropolitan areas based on residential postcode. Incident hotspots were located in Western Sydney. The highest average annual change of standardised incidence was 8.3 per million people (false discovery rate-corrected 95% CI 1.0,15.7) in Mount Druitt, reflecting a 263% increase in absolute demand from 2001-3 to 2019-21. Incident dialysis for diabetic kidney disease contributed substantially to total growth. Incident hotspots were co-located with areas where prevalent dialysis demand was associated with socioeconomic deprivation.
    CONCLUSIONS: Novel spatial analyses of geo-referenced registry data located hotspots of kidney failure and associated socio-demographic and comorbid states.
    CONCLUSIONS: These analyses advance current abilities to plan dialysis capacity at a local level. Hotspots can be targeted for prevention and slowing the progression of kidney disease.
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  • 文章类型: Journal Article
    背景:面对干旱和粮食不安全的紧急情况,获得健康和营养服务的证据很重要。卡拉莫贾是乌干达经历过极端干旱和粮食不安全紧急情况的地区之一。作为干旱和粮食不安全应急反应的一部分,世界卫生组织(世卫组织)与卫生部(卫生部)在乌干达东北部经历过干旱和粮食不安全紧急情况的15个地区设计并实施了一项定性研究。因此,我们旨在探讨乌干达东北部受干旱和粮食不安全紧急情况影响的地区获得健康和营养服务的障碍。
    方法:我们采用描述性定性研究设计。我们采访了来自15个地区的30名患者和20个乡村卫生小组(VHT)。我们对半结构化问题进行了深入访谈,以收集数据,直到信息达到饱和为止。我们使用ATLAS的主题数据分析方法。ti版本7.5.1.8软件。
    结果:在30位访谈对象中,15是女性,受试者的中位年龄为29岁,四分位距(IQR)为23~37岁.大多数(68.8%)的受试者报告说,他们更难获得健康和营养服务。四个主题:社会文化和经济;环境;卫生系统,个人相关因素被确定为获得健康和营养服务的障碍。
    结论:本研究确定了一些可改变的障碍,这些障碍阻碍了受干旱和粮食不安全影响的地区获得健康和营养服务。旨在解决社会文化问题的全面干预措施,经济,环境,需要在受干旱和粮食不安全影响的机构中改善获得健康和营养服务的机会。
    In the face of drought and food insecurity emergency, evidence on access to health and nutrition services is important. Karamoja is one of the regions that have experienced extreme drought and food insecurity emergency in Uganda. As a part of the drought and food insecurity emergency response, World Health Organization (WHO) with Ministry of Health (MoH) has designed and implemented a qualitative study in 15 districts that have experienced drought and food insecurity emergency in north-east Uganda. Thus, we aimed to explore the barriers of access to health and nutrition services in drought and food insecurity emergency affected districts in north-east Uganda.
    We employed a descriptive qualitative study design. We interviewed 30 patients and 20 Village Health Teams (VHT) from 15 districts. We employed an in-depth interview with semi-structured questions to collect data until information saturation reached. We used thematic data analysis approach by ATLAS.ti version 7.5.1.8 software.
    Of the 30 interviewed subjects, 15 were female, and the median age of the subjects was 29 years with interquartile range (IQR) of 23 to 37 years. Majority (68.8%) of subjects reported that access to health and nutrition services was harder to them. Four themes: sociocultural and economic; environmental; health system, and individual related factors were identified as the barriers of access to health and nutrition services.
    The present study identified several modifiable barriers that hinder access to health and nutrition services in drought and food insecurity affected districts. Comprehensive interventions aimed at addressing sociocultural, economic, environmental, health system and subject related challenges are required to improve access to health and nutrition services in drought and food insecurity affected setups.
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  • 文章类型: Journal Article
    这个主题知道什么?:众所周知,Quitlines可以有效地帮助人们戒烟,包括那些有精神健康状况的人。解决该人群中的吸烟问题尤为重要,因为吸烟率从40%到75%不等。然而,在戒烟线工作的专业人士经常面临障碍,由于他们有限的培训和资源,以有效地支持这些吸烟者戒烟,特别是如果他们不是心理健康专业人员。因此,应制定培训计划,以提高他们向这一弱势群体提供戒烟支持的知识和技能。论文对现有知识有何贡献?:“061QUIT-MENTAL研究”评估了基于电话的主动干预对患有严重心理健康障碍的吸烟者戒烟的疗效。通过加泰罗尼亚的戒烟服务进行,西班牙,该研究的重点是培训非精神卫生专业护士和其他卫生专业人员,以提供循证干预措施,促进精神卫生障碍患者戒烟.这项研究的目的是评估护士的知识和准备治疗吸烟者的心理健康状况的变化,同时也捕捉到他们对提供戒烟干预措施的促进者和障碍的见解和看法。护士的培训和见解是进行这项研究不可或缺的一部分,并为此类干预措施的未来可持续性提供了有价值的信息。这一点尤其重要,因为戒烟线具有在社区一级为这些患者提供戒烟支持的潜力。实践的意义是什么?:虽然培训计划成功地提高了非心理健康专业护士的知识和动机技能,以帮助患有心理健康障碍的患者戒烟,他们在通过电话进行干预时遇到了障碍。这些困难主要是由于在接触参与者和提供协议中详述的干预措施方面的挑战。该研究强调需要减少提供者照顾这些患者的障碍,特别是如果他们是非心理健康专业人员。通过尽量减少与照顾精神病患者相关的污名化,并促进与专家的协调,可以采用创新方法来减轻该人群中与烟草有关的疾病的负担。摘要:导论首次实施计划的人的观点对于了解其影响并确保其长期可行性至关重要。061QUIT-MENTAL研究是一项务实的随机对照试验,评估了由非精神病专业护士对心理健康患者进行的基于电话的主动干预。目的我们评估了护士在接受培训前后对该人群的戒烟干预措施的知识,以及他们在实施干预措施后的见解。方法混合方法研究:(1)事后评价评估自我报告知识,自我效能感和戒烟意见。(2)与主要护士进行深入访谈,以确定他们对接受培训对提供研究干预的影响的看法。结果培训提高了护士心理和药理资源的知识,以帮助这些患者,以及他们增加戒烟动机的能力。然而,护士报告说,在为精神健康障碍患者提供基于人群的干预措施方面存在困难.这些挑战主要来自参与者难以接触到,表现出很低的戒烟动机,努力理解指示或遵循建议,和护士感到不确定他们有能力帮助患有精神疾病的人戒烟,尽管他们接受了训练。讨论尽管有旨在促进干预措施实施的培训和方案,护士在为精神健康障碍患者提供基于人群的干预措施方面面临困难.对实践的影响针对精神健康障碍人群的未来戒烟计划应努力减少提供者照顾这些患者的障碍,特别是如果他们是非心理健康专业人员。通过尽量减少与照顾精神病患者相关的污名化,并促进与专家的协调,可以采用创新方法来减轻该人群中与烟草有关的疾病的负担。
    WHAT IS KNOWN ON THE SUBJECT?: Quitlines are known to be effective in helping people quit smoking, including those with mental health conditions. It is particularly important to address smoking in this population as the prevalence of smoking ranges from 40% to 75%. However, professionals working in quitlines often face barriers due to their limited training and resources to effectively support these smokers quit, especially if they are not mental health professionals. Therefore, training programmes should be developed to enhance their knowledge and skills in providing smoking cessation support to this vulnerable population. WHAT THE PAPER ADDS TO EXISTING KNOWLEDGE?: The \'061 QUIT-MENTAL study\' evaluated the efficacy of a proactive telephone-based intervention for smoking cessation among smokers with severe mental health disorders. Conducted through a quitline service in Catalonia, Spain, the study focused on training non-mental health specialized nurses and other health professionals to provide evidence-based interventions for promoting smoking cessation among individuals with mental health disorders. The objective of this study is to assess the changes in nurses\' knowledge and readiness to treat smokers with mental health conditions, while also capturing their insights and perceptions regarding the facilitators and barriers to providing smoking cessation interventions. The training and insights of the nurses were integral to conducting this research and providing valuable information for the future sustainability of such interventions. This is particularly important as quitlines hold the potential to offer cessation support to these patients at the community level. WHAT ARE THE IMPLICATIONS FOR PRACTICE?: While the training programme was successful in improving non-mental health specialized nurses\' knowledge and motivation skills to help patients with mental health disorders quit smoking, they encountered obstacles in delivering this intervention over the phone. These difficulties were mainly due to challenges in reaching participants and delivering the intervention as detailed in the protocol. The study highlights the need of reducing barriers for providers in attending to these patients, particularly if they are non-mental health specialized professionals. By minimizing the stigmatization associated with caring for mentally ill individuals and promoting coordination with specialists, innovative approaches may be introduced to alleviate the burden of tobacco-related diseases among this population. ABSTRACT: Introduction The viewpoint of those who implement a programme for the first time is crucial for understanding its impact and ensuring its long-term viability. The 061 QUIT-MENTAL study was a pragmatic randomized controlled trial evaluating a proactive telephone-based intervention addressed to mental health patients conducted by non-psychiatric specialized nurses. Aim We assessed nurses\' knowledge of smoking cessation interventions addressed to this population before and after receiving training and their insights after delivering the intervention. Method Mixed methods study: (1) Pre-post evaluation to assess self-reported knowledge, self-efficacy and opinions about smoking cessation. (2) In-depth interviews with key nurses to ascertain their perceptions regarding the impact of the training received in delivering the study intervention. Results The training enhanced nurses\' knowledge of psychological and pharmacological resources to aid these patients, as well as their ability to increase their motivation to quit. However, nurses reported difficulties in delivering population-based interventions to individuals with mental health disorders. These challenges primarily arose from participants being hard to reach, exhibiting low motivation to quit, struggling to comprehend instructions or follow recommendations, and nurses feeling unsure about their capacity to assist individuals with mental illnesses in quitting, despite the training they received. Discussion Despite the training and protocol designed to facilitate the delivery of the intervention, nurses faced difficulties in providing population-based interventions to individuals with mental health disorders. Implications for Practice Future quitline programmes aimed at the population with mental health disorders should strive to reduce barriers for providers in attending to these patients, particularly if they are non-mental health specialized professionals. By minimizing the stigmatization associated with caring for mentally ill individuals and promoting coordination with specialists, innovative approaches may be introduced to alleviate the burden of tobacco-related diseases among this population.
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  • 文章类型: Review
    背景:世界人口正在迅速老龄化。康复是改善老年人健康和功能的最有效的健康战略之一。需要了解目前在初级保健(PC)中提供的康复服务,以优化老龄化人口的康复服务。这项范围界定审查的目的是a)描述目前如何在PC中向老年人提供康复服务,b)探讨所提供康复服务类型与年龄有关的差异。
    方法:我们对研究老年人康复模型的范围审查进行了二次分析,专注于PC。搜索Medline和Embase(2015-2022),以确定以英语发表的有关50岁以上人群康复服务的研究。两位作者使用世界卫生组织(WHO)的操作框架独立筛选记录并提取数据,初级卫生保健系统(PRIMASYS)方法和世卫组织关于PC康复的论文。数据综合包括定量和定性分析。
    结果:我们综合了96项研究的数据,88.6%在高收入国家(HIC)进行,与31,956名参与者一起,并确定了五种在PC中向老年人提供康复的模式:社区,home,远程康复,门诊和老年护理。护士,物理治疗师,职业治疗师是最常见的提供者,在15.6%的研究中报告了任务转移。最常见的干预措施是评估功能,康复协调,治疗性锻炼,心理干预,和自我管理教育。很少报道环境适应和辅助技术。
    结论:我们描述了目前如何在PC中提供康复服务,并探讨了与年龄相关的康复服务类型的差异。PC可以在评估功能和协调康复过程中发挥关键作用,也可以很好地提供康复干预措施。通过了解PC中的康复服务交付模型,利益攸关方可以努力开发更全面和更容易获得的服务,以满足老龄化人口的不同需求。我们的发现,这突出了康复在健康老龄化中的作用,是通知政策的宝贵资源,联合国健康老龄化十年背景下的实践和未来研究,Rehab2030倡议和最近通过的WHA关于加强卫生系统康复的决议,但结论只能应用于HIC,需要更多的研究来反映低收入和中等收入国家的现实。
    BACKGROUND: The world population is ageing rapidly. Rehabilitation is one of the most effective health strategies for improving the health and functioning of older persons. An understanding of the current provision of rehabilitation services in primary care (PC) is needed to optimise access to rehabilitation for an ageing population. The objectives of this scoping review are a) to describe how rehabilitation services are currently offered in PC to older persons, and b) to explore age-related differences in the type of rehabilitation services provided.
    METHODS: We conducted a secondary analysis of a scoping review examining rehabilitation models for older persons, with a focus on PC. Medline and Embase (2015-2022) were searched to identify studies published in English on rehabilitation services for people aged 50 + . Two authors independently screened records and extracted data using the World Health Organization (WHO)\'s operational framework, the Primary Health Care Systems (PRIMASYS) approach and the WHO paper on rehabilitation in PC. Data synthesis included quantitative and qualitative analysis.
    RESULTS: We synthesised data from 96 studies, 88.6% conducted in high-income countries (HICs), with 31,956 participants and identified five models for delivering rehabilitation to older persons in PC: community, home, telerehabilitation, outpatient and eldercare. Nurses, physiotherapists, and occupational therapists were the most common providers, with task-shifting reported in 15.6% of studies. The most common interventions were assessment of functioning, rehabilitation coordination, therapeutic exercise, psychological interventions, and self-management education. Environmental adaptations and assistive technology were rarely reported.
    CONCLUSIONS: We described how rehabilitation services are currently provided in PC and explored age-related differences in the type of rehabilitation services received. PC can play a key role in assessing functioning and coordinating the rehabilitation process and is also well-placed to deliver rehabilitation interventions. By understanding models of rehabilitation service delivery in PC, stakeholders can work towards developing more comprehensive and accessible services that meet the diverse needs of an ageing population. Our findings, which highlight the role of rehabilitation in healthy ageing, are a valuable resource for informing policy, practice and future research in the context of the United Nations Decade of Healthy Ageing, the Rehab2030 initiative and the recently adopted WHA resolution on strengthening rehabilitation in health systems, but the conclusions can only be applied to HICs and more studies are needed that reflect the reality in low- and middle-income countries.
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  • 文章类型: Comparative Study
    2型糖尿病在第一民族社区的流行是悲惨的。解决多个组成部分的文化上适当的方法,专注于血糖控制之外,迫切需要。使用意向治疗框架,评估了13个护理指标过程,以比较基线时接受护理的患者相对于2年随访的比例。在护理指标的主要过程中证明了临床改善(例如,筛查、教育,和疫苗接种活动)。我们发现RADAR改善了七个FN社区的大多数糖尿病护理过程的报告,并且有效地支持了FN社区的糖尿病护理,在加拿大艾伯塔省。
    The epidemic of type-2 diabetes in First Nations communities is tragic. Culturally-appropriate approaches addressing multiple components, focusing beyond glycemic control, are urgently needed. Using an intention-to-treat framework, 13 processes of care indicators were assessed to compare proportions of patients who received care at baseline relative to 2-year follow-up. Clinical improvements were demonstrated across major process of care indicators (e.g. screening, education, and vaccination activities). We found RADAR improved reporting for most diabetes processes of care across seven FN communities and was effective in supporting diabetes care for FN communities, in Alberta Canada.
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  • 文章类型: Multicenter Study
    背景:当护士由于资源短缺而忽略活动时,就会发生未完成的护理。未完成的护理水平较高与护士人员配备和组织因素较差有关。来自急性的大量证据,长期和社区护理支持这种协会;然而,心理保健机构研究不足。
    目的:本研究的目的是描述心理健康住院患者中护理未完成的频率,并探讨其与护士人员配备水平的关系。
    方法:作为多中心横断面MatchRN精神病学研究的一部分,数据通过问卷从13家瑞士精神病医院的114个单位收集.对未完成的护理进行了描述性分析,描述了频率,并使用线性混合模型来评估其与人员配备的关联。
    结果:分析了994名护士的数据。最常遗漏的活动是评估护理过程(30.5%),制定护理诊断(27.4%)和确定护理目标(22.7%)。在人员配备水平较低的单位中,未完成的护理较高。
    结论:与躯体护理设置一样,在精神病医院,“间接”护理活动通常被省略。
    结论:这项研究强调了影响护理频率的因素,包括人员配备水平和感知的领导力。研究结果强调了护士管理者采取行动改善工作环境因素的重要性。
    BACKGROUND: Nursing care left undone occurs when nurses omit activities because of resource shortfalls. Higher levels of nursing care left undone are associated with worse nurse staffing and organizational factors. Plentiful evidence from acute, long-term and community care supports such associations; however, mental healthcare settings are under-studied.
    OBJECTIVE: The aim of the study was to describe nursing care left undone\'s frequency in mental health inpatient settings and explore its association with nurse staffing levels.
    METHODS: As part of the multi-centre cross-sectional MatchRN Psychiatry study, data were collected by questionnaire from 114 units in 13 Swiss psychiatric hospitals. Nursing care left undone was analysed describing frequencies descriptively and used linear mixed models to assess its association with staffing.
    RESULTS: Data from 994 nurses were analysed. The most commonly omitted activities were evaluating nursing processes (30.5%), formulating nursing diagnoses (27.4%) and defining care objectives (22.7%). Nursing care left undone was higher in units with low staffing levels.
    CONCLUSIONS: As in somatic care settings, in psychiatric hospitals, \'indirect\' care activities are most commonly omitted.
    CONCLUSIONS: This study highlights factors affecting the frequency of nursing care left undone, including staffing levels and perceived leadership. The findings emphasize the importance of nurse managers taking action to improve work environment factors.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    COVID-19大流行对医疗保健产生了重大影响,由于资源转向与大流行作斗争,对癌症患者的护理受到了损害。我们的目标是调查2020年大流行高峰波对新加坡癌症治疗的影响,特别是通过我们的鼻咽癌(NPC)治疗数据。这项研究将真实世界的数字应用于COVID-19对新加坡癌症护理服务的影响。鼻咽癌的选择可以很好地直接估计常见的治疗措施,如活检时间,分段扫描的时间,治疗开始的时间,由于其明确的方案和分期和治疗算法;因此可以作为癌症护理交付不同方面的有效性和及时性的极好替代品。
    在这项回顾性研究中,我们纳入了我们中心2017年至2020年1月1日至5月31日期间所有新诊断的NPC患者.选择这个时间段是因为它与2020年COVID-19大流行期间重合,新加坡医疗资源压力最大,人口流动限制最大,这可能会影响寻求医疗保健的行为。将时间段缩小到四个年度的前5个月,也使我们能够减少因假期和节日期间,例如农历新年和预定的学校假期而导致的患者人数的年度季节性变化的影响。电子医疗记录(EMR)被访问。我们的分析中仅包括新诊断的NPC病例。排除患有第二同步原发性恶性肿瘤或NPC疾病复发的患者。使用SPSS和MicrosoftExcel的组合进行数据分析。
    重要的是,与前三年相比,在2020年1月至5月底COVID-19大流行高峰期间,新诊断的NPC病例减少了37-46.3%.尽管新诊断的NPC数量减少,与前几年相比,2020年从活检到第一次放射肿瘤学访视以及从活检到治疗第一天的延迟没有统计学显著差异.在我们中心接受治疗的所有患者也根据国际指南接受了疾病阶段的标准NPC治疗。
    我们建议在医疗保健政策和资源分配中提高对延迟癌症出现和护理的危险的认识,同时,鼓励病人对他们寻求护理的能力的信心。随着新的COVID-19变种和病例数在全球和新加坡的复苏,这项研究的重点是需要意识到其他临床小组在资源利用方面的紧迫性。将这项研究与未来的长期随访进行比较,以调查我们的癌症护理服务的轨迹,以及生存结果。
    UNASSIGNED: The COVID-19 pandemic has resulted in significant healthcare implications, with care for cancer patients compromised due to resource diversion towards battling the pandemic. We aim to investigate the impact of the peak wave of the pandemic in 2020 on the delivery of cancer care in Singapore, specifically via our nasopharyngeal carcinoma (NPC) treatment data. This study applies real world numbers to the impact of COVID-19 on cancer care delivery in Singapore. The choice of nasopharyngeal cancer allows a good direct estimate of common treatment measures such as time to biopsy, time to staging scans, time to treatment commencement, due to its clear protocol and algorithms for staging and treatment; thus serving as an excellent surrogate for the effectiveness and timeliness of the different aspects of cancer care delivery.
    UNASSIGNED: In this retrospective study, we included all patients with newly diagnosed NPC from 1st January to 31st May from 2017 to 2020 at our centre. This time period was chosen as it coincided with the period in 2020 during the COVID-19 pandemic where there was the most strain on healthcare resources and the most restrictions on population movement within Singapore, which may impact on healthcare seeking behaviour. Narrowing down the time period to the first 5 months of the 4 respective years also allowed us to reduce the effect of annual seasonal variation in patient numbers seen as a result of holidays and festive periods such as the Lunar New Year and scheduled school holidays. Electronic medical records (EMR) were accessed. Only newly diagnosed NPC cases were included in our analysis. Patients with second synchronous primary malignancies or NPC disease recurrence were excluded. Data analysis was carried out using a combination of SPSS and Microsoft Excel.
    UNASSIGNED: Significantly, there was a reduction of 37-46.3% in newly diagnosed NPC cases during the peak of the COVID-19 pandemic from January to end May 2020 compared to the preceding three years. Despite the reduction in numbers of newly diagnosed NPC, there was no statistically significant differences in delay from biopsy to the first radiation oncology visit and from biopsy to the first day of treatment in 2020 compared to the preceding years. All the patients treated in our centre also received the standard NPC treatment for their disease stage as per international guidelines.
    UNASSIGNED: We recommend a heightened awareness of the dangers of delaying cancer presentation and care in healthcare policies and resource allocation and at the same time, encourage patient\'s confidence in their ability to seek care. With the resurgence of new COVID-19 variants and case numbers worldwide and in Singapore, this study focuses upon the need to be aware of the exigencies of other clinical groups in resource utilization. It would be instructive to compare this study with future long term follow up to investigate the trajectory of our cancer care delivery, as well as survival outcomes.
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  • 文章类型: Journal Article
    背景:新生儿重症监护病房(NICU)为新生儿提供基本的医疗护理;然而,它们与医院获得性感染有关,产妇与新生儿的联系较少,和高成本。实施降低NICU入院率和缩短NICU住院时间(LOS)的策略至关重要。本研究使用因果推断方法来评估护理管理人员使用新技术识别和风险分层怀孕对NICU入院和NICULOS的影响。由于护理管理人员使用新技术,NICU的LOS将减少。研究设计这项回顾性研究利用了2013年至2022年哥伦比亚CareFirstBlueCrossBlueShield社区卫生计划区孕妇的分娩索赔数据,其中包括护理管理人员使用新技术之前的干预前阶段和护理管理人员使用新技术的干预后阶段。我们的样本有4,917例分娩,其产妇合并症与新生儿结局相匹配。方法评估技术干预的影响,使用广义线性模型(GLM)和贝叶斯结构时间序列(BSTS)模型。结果我们从GLM模型的发现表明,NICU入院几率总体平均降低29.2%,NICU住院时间平均降低7.5%-58.5%。使用BSTS模型,我们估计NICU入院和NICULOS的反事实,这表明每年平均减少48例NICU住院时间和528天。结论为护理管理人员配备更好的技术工具可以显着改善新生儿健康结局,如减少NICU入院人数和NICULOS所示。
    Background Neonatal intensive care units (NICU) provide essential medical care to neonates; however, they are associated with hospital-acquired infections, less maternal-newborn bonding, and high costs. Implementing strategies to lower NICU admission rates and shorten NICU length of stay (LOS) is essential. This study uses causal-inference methods to evaluate the impact of care managers using new technology to identify and risk stratify pregnancies on NICU admissions and NICU LOS. The NICU LOS will decrease as a result of the use of new technology by care managers. Study design This retrospective study utilized delivery claims data of pregnant women from the CareFirst BlueCross BlueShield Community Health Plan District of Columbia from 2013 to 2022, which includes the pre-intervention period before the use of new technology by care managers and the post-intervention period with the use of new technology by care managers. Our sample had 4,917 deliveries whose maternal comorbidities were matched with their neonate\'s outcomes. Methods To evaluate the impact of the technological intervention, both Generalized Linear Models (GLMs) and Bayesian Structural Time-Series (BSTS) models were used. Results Our findings from the GLM models suggest an overall average reduction in the odds of NICU admissions of 29.2% and an average decrease in NICU LOS from 7.5%-58.5%. Using BSTS models, we estimate counterfactuals for NICU admissions and NICU LOS, which suggest an average reduction in 48 NICU admissions and 528 NICU days per year. Conclusion Equipping care managers with better technological tools can lead to significant improvements in neonatal health outcomes as indicated by a reduction in NICU admissions and NICU LOS.
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  • 文章类型: Journal Article
    关于这个主题的知识是什么?:护士在世界各地的精神卫生服务部门工作,构成最大的专业群体。护士被认为可能能够执行比实践中通常允许的更广泛的功能。如果提供适当的培训。在英国和许多其他国家,人们对心理健康护士短缺存在长期担忧。劳动力数据很少在同行评审的期刊上进行分析。论文对现有知识有什么帮助?:本文提供了一个案例研究,研究了国家心理健康护士(MHN)劳动力加班的劳动力模式,可以与其他国家和专业进行比较。MHN的数量从2011年减少到2017年,然后到2021年增加到接近2011年的水平,没有达到雄心勃勃的国家计划。在此期间,心理健康护理在NHS护理人员总数中所占比例有所下降。高级实践角色和技能广泛,但不均匀,由一小部分护士提供。在社区工作的护士比例首次增加到所有护士的一半以上。在住院环境中,支持人员与护士的比例有所增加,并将继续变化。实践的含义是什么?:招聘MHN的历史挑战表明,未来扩大职业的计划过于乐观。为了支持高级实践角色和新技能的发展,需要更清晰的影响研究证据,以及关于最佳实践模式的更清晰的国家指南。良好的劳动力数据对于制定良好的劳动力计划至关重要。摘要:介绍有关MHN劳动力特征变化的数据通常在政府出版物中引用,但很少在同行评审的期刊上进行分析,尽管人们一直担心心理健康服务中的高空缺率。目的这项研究的目的是描述MHN劳动力的变化,实施新的护理角色/技能,并符合国家政策。方法分析全国公布的劳动力数据,同行评审的出版物和政府政策/规划文件。结果护士人数从2011年到2017年下降,随后恢复到2011年的水平,但仍低于国家目标。社区护士占护士总数的一半以上,虽然住院人数下降,虽然比床号慢。护士和支持人员之间的比例发生了变化,因为住院环境中有更多的支持人员。护士新的高级技能和角色增加了,但是分布不均匀,占劳动力总数的一小部分。对实践的启示本文提供了一个案例研究,可以与其他国家和专业的护理人员进行比较。即使对护理增长的明确政策承诺也可能无法实现计划中的数字变化,并且引入新角色可能会产生不均衡的影响。尤其是在缺乏有力证据的情况下.
    WHAT IS KNOWN ON THE SUBJECT?: Nurses work in mental health services around the world, constituting the largest professional group. Nurses have been identified as being potentially able to carry out a much wider range of functions than are typically allowed in practice, when provided with suitable training. There are long-term concerns regarding shortages of mental health nurses in England and many other countries. Workforce data is rarely subject to analysis in peer-reviewed journals. WHAT THE PAPER ADDS TO EXISTING KNOWLEDGE?: This paper provides a case study of the workforce patterns of a national mental health nurse (MHN) workforce overtime allowing comparison with other countries and specialities. MHN numbers reduced from 2011 to 2017, then increased to near the 2011 level by 2021, not meeting ambitious national plans for increasing numbers. The mental health nursing proportion of the total NHS nursing workforce decreased through this period. Advanced practice roles and skills are widely, but unevenly, distributed and are provided by a small proportion of nurses. The proportion of nurses working in community settings has increased to constitute more than half of all nurses for the first time. The ratio of support workers to nurses increased in inpatient settings and will continue to change. WHAT ARE THE IMPLICATIONS FOR PRACTICE?: Historical challenges in recruiting MHNs suggest that future plans to expand the profession are overly optimistic. To support the development of advanced practice roles and new skill sets, clearer research evidence of impact is required and clearer national guidance regarding best practice models. Good workforce data are essential to inform good workforce planning. ABSTRACT: Introduction Data regarding changes in characteristics of the MHN workforce is commonly cited in governmental publications, but is rarely analysed in peer-reviewed journals, despite ongoing concerns regarding high vacancy rates within mental health services. Aim The aim of the study was to characterize changes in the MHN workforce, implementation of new nursing roles/skills and alignment with national policy. Method Analysis of nationally published workforce data, peer-reviewed publications and governmental policy/planning documents. Results Nurse numbers declined from 2011 to 2017, subsequently returning to near 2011 levels, but remaining below national targets. Nurses in community settings increased to constitute more than half of all nurses, whilst inpatient numbers declined, although more slowly than bed numbers. The ratio between nurses and support workers changed due to more support workers in inpatient settings. New advanced skills and roles for nurses have increased, but are unevenly distributed, constituting a small proportion of the total workforce. Implications for Practice This paper provides a case study against which comparisons may be made with the nursing workforce in other countries and specialities. Even clear policy commitment to nursing growth may not deliver planned changes in numbers and introducing new roles may have uneven impact, especially in the absence of a robust evidence base.
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