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Analyses of burn-out among medical professionals and suggested solutions—a narrative review 医疗专业人员精疲力竭的分析及解决方案——叙述性综述
Pub Date : 2021-01-01 DOI: 10.21037/jhmhp-20-153
M. Tanios, David A. Haberman, J. Bouchard, Michael S. Motherwell, J. Patel
: The increasing complexity of healthcare delivery in the United States and the financial challenges of meeting the escalating costs pose significant pressures on physicians, healthcare providers, and their teams. These various demands put physicians at high-risk for extreme mental fatigue, which affects their occupational performance and their patient’s well-being, and the healthcare delivery systems in general. Moreover, burned-out doctors are at risk exiting healthcare altogether leading to reduction patients’ access and continuity of care. In this paper, we performed a selective review of the literature related to health care associated burnout and utilize double-loop learning to offer opinions and selected solutions for physicians and healthcare organizations for interventions to minimize burnout and reverse its occurrence in the workplace and at home. Moreover, this paper will analyze the significant contributors to burnout, such as a lack of proper understanding, diversity and workplace factors, absence of organizational support systems, and health record-related burdens associated with 21st century medicine. For these reasons, the authors recommend a multifaceted approach that includes flexible scheduling, mental health education, and support systems. Other intervention areas include home-work balance, organizational interventions, and financial remedies for rewarding performance - by altering incentivization schedules. The approach considers a single and double-loop approach for medical establishments and their respective infrastructures
:美国医疗保健服务日益复杂,以及应对不断上升的成本所面临的财务挑战,给医生、医疗保健提供者及其团队带来了巨大压力。这些不同的需求使医生面临极度精神疲劳的风险,这会影响他们的职业表现和患者的健康,以及整个医疗保健系统。此外,精疲力竭的医生面临着完全退出医疗保健的风险,导致患者获得护理的机会和护理的连续性减少。在本文中,我们对与医疗保健相关的倦怠相关的文献进行了选择性回顾,并利用双环学习为医生和医疗保健组织提供意见和选择的干预解决方案,以最大限度地减少倦怠并扭转其在工作场所和家中的发生。此外,本文将分析导致倦怠的重要因素,如缺乏适当的理解、多样性和工作场所因素、缺乏组织支持系统,以及与21世纪医学相关的健康记录相关负担。出于这些原因,作者建议采取多方面的方法,包括灵活的日程安排、心理健康教育和支持系统。其他干预领域包括家庭工作平衡、组织干预和通过改变激励计划来奖励表现的财务补救措施。该方法考虑了医疗机构及其各自基础设施的单循环和双循环方法
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引用次数: 1
Hospitals and community benefit requirements: perspectives of community benefit administrators in Massachusetts 医院与社区福利要求:马萨诸塞州社区福利管理者的视角
Pub Date : 2021-01-01 DOI: 10.21037/jhmhp-21-44
G. Cramer, J. McGuire, Simone R. Singh, G. Young
Background: In recent years, nonprofit hospitals have faced new and, in some cases, inconsistent policies and regulatory requirements for providing community benefits. While numerous studies have examined hospitals’ spending on community benefits under different regulatory requirements, little research has been published describing what happens “behind the curtain”. Methods: We undertook a pilot qualitative research study to better understand how hospitals are operationalizing community benefit programs in the presence of changing guidelines and regulatory requirements. We focused on hospitals in Massachusetts where in 2018, the Attorney General promulgated updated community benefit guidelines. We obtained data through semi-structured interviews with hospital community benefit administrators (CBAs) who, as the middle-managers and critical implementers for these programs, provide a particularly important lens from which to gain a better understanding of nonprofit hospital community benefit efforts. Results: Our findings, while in a small population, show that CBAs embrace changes to community benefit guidelines, including a new focus on the social determinants of health, but worry about their ability to meet increasing expectations. Conclusions: Larger sample sizes and more geographic diversity is needed to make generalized conclusions about nonprofit hospital community benefit activities. However, from this small study, implications for policy makers include the need to better articulate the expectations for nonprofit hospitals in regard to community benefits, explore how community benefits compete with or complement population health efforts such as Medicaid ACOs, and consider more explicit oversight and enforcement.
背景:近年来,非营利医院在提供社区福利方面面临着新的、在某些情况下不一致的政策和监管要求。尽管许多研究调查了不同监管要求下医院在社区福利方面的支出,但很少有研究描述“幕后”发生的事情。方法:我们进行了一项试点定性研究,以更好地了解在指导方针和监管要求不断变化的情况下,医院如何实施社区福利计划。我们关注的是马萨诸塞州的医院,2018年,司法部长颁布了最新的社区福利指南。我们通过对医院社区福利管理者(CBA)的半结构化访谈获得了数据,他们作为这些项目的中层管理者和关键实施者,为更好地了解非营利医院社区福利工作提供了一个特别重要的视角。结果:我们的研究结果表明,在少数人群中,CBA接受社区福利指南的改变,包括对健康的社会决定因素的新关注,但担心他们满足日益增长的期望的能力。结论:需要更大的样本量和更多的地理多样性,才能对非营利医院社区福利活动做出概括的结论。然而,从这项小型研究来看,对政策制定者的影响包括需要更好地阐明对非营利医院在社区福利方面的期望,探索社区福利如何与医疗补助ACO等人口健康工作竞争或互补,并考虑更明确的监督和执行。
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引用次数: 0
The effect of gastrointestinal patients’ health literacy levels on gastrointestinal patients’ health outcomes 胃肠病患者健康素养水平对胃肠病患者健康结局的影响
Pub Date : 2021-01-01 DOI: 10.21037/JHMHP-20-134
Dae-Hyun Kim, S. O’Connor, Jessica H. Williams, William Opoku-Agyeman, D. Chu, Seong Won Choi
Health literacy is defined as “the degree to which an individual has the capacity to obtain, communicate, process, and understand basic health information and services needed to make appropriate decisions for the betterment of his or her health” (1). At least half of American adults may not understand the complex medical communications used in the delivery of care, leading to negative consequences on care quality, disparities, and costs (2). Inadequate health literacy levels have been associated with numerous health issues such as worse overall health (3), increased rate of obesity (4), and increased use of Original Article
健康素养被定义为“一个人有能力获取、沟通、处理和理解基本健康信息和服务的程度,这些信息和服务是为改善他或她的健康而做出适当决定所必需的”(1)。至少有一半的美国成年人可能不理解在提供护理时使用的复杂的医疗沟通,这导致了对护理质量、差异和健康状况的负面影响。健康素养水平不足与许多健康问题有关,如整体健康状况恶化(3)、肥胖率上升(4)和原创文章的使用增加
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引用次数: 1
Evaluation of the effectiveness of Interprofessional Education at Gunma University as the WHO Collaborating Centre: case series 群马大学作为世界卫生组织合作中心的跨专业教育有效性评价:案例系列
Pub Date : 2021-01-01 DOI: 10.21037/jhmhp-21-40
Takatoshi Makino, Bumsuk Lee, Hiroki Matsui, Ena Sato, Naoto Noguchi, Akinori Kama, Hiromitsu Shinozaki, Hideomi Watanabe
: Interprofessional Education (IPE) plays an important role in the acquisition of an attitude for Collaborative Practice (CP) in undergraduate students. IPE offers a possible way to improve collaboration and patient care. While effective IPE programs have been shown to have a number of positive benefits, it is argued that there is only limited evidence of success in measuring the long-term effects of IPE on health care practice and collaboration. The primary aim of this project was to examine the efficacy of IPE at Gunma University. This case is unique in that the provision of IPE for undergraduate students of both medicine and health sciences has fostered the attitudes toward meaningful collaboration. Then there are only two institutions in the world, which specialize in this IPE at Gunma University as well as University of Malawi, as the WHO Collaborating Centre. Gunma University has implemented a comprehensive IPE program, including lecture-style subjects for first-year students and a training-style subject for third-year students since 1997. As an aftermath of IPE intervention, there is realization of IPE may be professional identity and concrete knowledge for patient safety, especially for communication and leadership, commonly in pre-qualified IPE intervention. Then we strongly suggested that there is a need for in-service IPE in order to sustain attitude and provide a useful CP, which results in good clinical outcome.
:跨专业教育(IPE)在大学生获得合作实践(CP)态度方面发挥着重要作用。IPE提供了一种可能的方式来改善协作和患者护理。虽然有效的IPE计划已被证明具有许多积极的好处,但有人认为,在衡量IPE对医疗保健实践和合作的长期影响方面,成功的证据有限。该项目的主要目的是检验群马大学IPE的疗效。这种情况的独特之处在于,为医学和健康科学的本科生提供IPE培养了对有意义的合作的态度。世界上只有两个机构专门研究这一IPE,分别在群马大学和作为世界卫生组织合作中心的马拉维大学。群马大学自1997年起实施了一项全面的IPE计划,包括一年级学生的讲座式科目和三年级学生的培训式科目。作为IPE干预的后果,意识到IPE可能是患者安全的专业身份和具体知识,特别是沟通和领导,通常在资格预审的IPE干预中。然后,我们强烈建议有必要进行在职IPE,以维持态度并提供有用的CP,从而获得良好的临床结果。
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引用次数: 1
The efficacy of telephone consultations in ENT 耳鼻喉科电话咨询的疗效
Pub Date : 2021-01-01 DOI: 10.21037/jhmhp-21-4
M. Brimioulle, Prathibha Nanoo, Darren Yap, A. Hunt
Background: Telephone consultations have been shown previously to be effective and safe in general practice and in specialties for specific conditions such as human immunodeficiency virus (HIV), inflammatory bowel disease (IBD) and epilepsy. They include certain advantages such as gain of time, but these must be balanced against potential disadvantages in terms of efficacy and patient satisfaction. Until recently, there was no information available on the adequacy of telephone consultations in ear, nose, and throat (ENT). Methods: The study design was a cross-sectional observational study in the context of a service improvement project in a single ENT department during the COVID-19 pandemic. Telephone consultations by three ENT doctors were studied over a 3-week period. Total consultation time, including administrative tasks, and telephone call time were calculated and compared to pre-COVID consultation times. Clinician-assessed adequacy of the consultation was determined. Results: Ninety-six consultations were included; 65 were deemed adequate whereas 31 were inadequate due to the lack of examination. Telephone consultations took an average of 16 minutes, of which 9 minutes were spent on the telephone call, compared to an average of 20 minutes for face to face consultations. Conclusions: Telephone consultations were quicker than face to face consultations by 20% and were an appropriate alternative in two-thirds of cases. This suggests that routine practice would benefit from the addition of telephone consultation with selected patients, based on clinical presentation and patient preference.
背景:以前已经证明,电话咨询在全科医学和特殊情况下是有效和安全的,如人类免疫缺陷病毒(HIV)、炎症性肠病(IBD)和癫痫。它们包括某些优势,如获得时间,但这些优势必须与疗效和患者满意度方面的潜在劣势相平衡。直到最近,还没有关于耳鼻喉(ENT)电话咨询是否充分的信息。方法:研究设计是在新冠肺炎大流行期间,在单个耳鼻喉科的服务改善项目背景下进行的横断面观察性研究。对三名耳鼻喉科医生的电话咨询进行了为期三周的研究。计算包括行政任务在内的总咨询时间和电话通话时间,并将其与新冠肺炎前的咨询时间进行比较。临床医生评估了会诊的充分性。结果:包括96次协商;65人被认为是合格的,而31人由于缺乏检查而不合格。电话咨询平均耗时16分钟,其中9分钟用于电话,而面对面咨询平均耗时20分钟。结论:电话咨询比面对面咨询快20%,在三分之二的病例中是一种合适的选择。这表明,根据临床表现和患者偏好,增加对选定患者的电话咨询将有利于常规实践。
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引用次数: 0
Adapting Lean for process redesign in senior day care services 将精益应用于老年日托服务的流程重新设计
Pub Date : 2021-01-01 DOI: 10.21037/JHMHP-21-2
H. Tay
The developed world’s population is aging, due to trends of increased life expectancies and decreased fertility rates. Like many Asian countries, Singapore is facing a key demographic challenge with its rapidly aging society, driven by rising life expectancies and declining fertility rates. Lower fertility rates and increased longevity mean that the number of seniors is expected to double to over 900,000, or 1 in 4 Singaporeans by the year 2030 (1). One of the nation’s solutions to this social problem is the long-term care support scheme for older persons, including housework and physical activity support community care centre facilities such as the senior day care centres helps community-dwelling elderly to manage disability, frailty, and multi-morbidity (2). We ground this paper in senior day care centres, where community-based facilities provide case management and a variety of day care activities to cater for a range of elders with differing levels of needs. In contrast to primary care hospital settings, which are mostly focused on acute and short term treatments, the primary objectives of senior day care centres are to improve the quality of life of seniors and delay institutionalization (3,4). There are, therefore, important contextual distinctions that can have implications on how Lean should be adapted to aid in the Original Article
由于预期寿命增加和生育率下降的趋势,发达国家的人口正在老龄化。与许多亚洲国家一样,由于预期寿命的延长和生育率的下降,新加坡社会迅速老龄化,正面临着一个关键的人口挑战。较低的生育率和较长的寿命意味着,到2030年,老年人的数量预计将翻一番,达到90多万,即四分之一的新加坡人(1)。国家解决这一社会问题的方案之一是针对老年人的长期护理支持计划,包括家务和体育活动支持社区护理中心设施,如老年日托中心,帮助居住在社区的老年人管理残疾、虚弱和多发病(2)。我们以老年日托中心为基础,在那里,社区设施提供病例管理和各种日托活动,以满足不同需求的老年人。与主要侧重于急性和短期治疗的初级保健医院环境不同,老年日托中心的主要目标是提高老年人的生活质量并推迟住院(3,4)。因此,有一些重要的上下文差异可能会对精益应该如何适应以帮助原文产生影响
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引用次数: 1
Does the provision of high-technology health services change after the privatization of public hospitals? 公立医院私有化后,高科技医疗服务的提供是否发生了变化?
Pub Date : 2021-01-01 DOI: 10.21037/JHMHP-20-111
Zo Ramamonjiarivelo, F. Zengul, J. Epane, Larry R. Hearld, Luceta McRoy, R. Weech-Maldonado
Background: Public hospitals hold a key role in providing health care services especially to individuals without health insurance, those who are partially covered by health insurance, and low income population. However, some of these hospitals have converted to private status. The objective of this study was to assess the effect of the ownership conversion of public hospitals into private status on the provision of high-technology health services. Methods: This study used a non-experimental longitudinal design based on merged secondary data from the American Hospital Association annual survey, the Area Health Resources File, and the Local Area Unemployment Statistics [1997–2013]. The dependent variable “high-technology health services” was measured using Saidin index. There were 492 non-federal acute care public hospitals (n=8,335 hospital-year observations) in our sample, of which 104 (21%) converted to private status (75 converted to private not-for-profit and 29 converted to for-profit hospitals). The independent variable “privatization” referred to ownership conversion from public to either private not-for-profit or private for-profit status. We ran two fixed-effects linear regressions to measure the impact of privatization on high-technology services offering. Results: Our key findings suggested that privatization was associated with a decrease in Saidin index ( β =−0.74; P=0.016; 95% CI: −1.34 to −1.38). For-profit privatization was associated with a greater decrease in Saidin index ( β =−1.29; P=0.024; 95% CI: −2.41 to −0.17), compared with an insignificant decrease for not-for-profit privatization ( β =−0.56; P=0.106; 95% CI: −1.25 to 0.12). Conclusions: Given the excessive cost of high-technology health services and the change in the hospitals’ mission after privatization, privatized hospitals tend to reduce the number of high-technology health services they provide.
背景:公立医院在提供保健服务方面发挥着关键作用,特别是对没有医疗保险的个人、部分享受医疗保险的人以及低收入人口。然而,其中一些医院已转为私营。本研究的目的是评估公立医院改制为私营医院对提供高科技保健服务的影响。方法:本研究采用非实验纵向设计,基于合并美国医院协会年度调查、地区卫生资源文件和当地失业统计数据[1997-2013]的二次数据。因变量“高科技医疗服务”采用赛丁指数进行测量。在我们的样本中,有492家非联邦急症护理公立医院(n= 8335家医院年观察值),其中104家(21%)转变为私立医院(75家转变为私立非营利医院,29家转变为营利性医院)。自变量“私有化”是指所有权从公共到私人非营利或私人营利性状态的转换。我们用两个固定效应线性回归来衡量私有化对高科技服务提供的影响。结果:我们的主要研究结果表明,私有化与Saidin指数下降有关(β = - 0.74;P = 0.016;95% CI:−1.34 ~−1.38)。营利性私有化与Saidin指数下降幅度较大相关(β = - 1.29;P = 0.024;95% CI:−2.41至−0.17),而非营利性私有化的下降并不显著(β =−0.56;P = 0.106;95% CI:−1.25 ~ 0.12)。结论:考虑到高技术医疗服务成本过高和民营化后医院使命的变化,民营化医院往往会减少提供高技术医疗服务的数量。
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引用次数: 0
Organizational approaches to implement rapid change in hospitals to respond to public health emergencies 在医院实施快速变革以应对突发公共卫生事件的组织方法
Pub Date : 2021-01-01 DOI: 10.21037/jhmhp-2021-05
E. Guerrero, J. Frimpong
The COVID-19 pandemic has intensified the need for crisis preparedness among public health systems worldwide. Securing both human and financial resources to improve standards of health care remains a global priority (1-4). Yet, efforts to improve preparedness lack the necessary frameworks to develop and sustain improvements in health care systems’ processes and outcomes (5,6). The sudden and far-reaching impact of the COVID-19 pandemic has prompted scientists to develop frameworks that aim to adequately prepare hospitals and other health service delivery systems for surges in demand for care. A report on the operational readiness of nations on several indicators of preparedness found that only 57% of 182 countries had the functional capacity to execute crucial emergency-related activities (7). Elements of health care systems that have been implicated in low levels of preparedness have varied, ranging from supply chain failures, workforce shortages, organizational readiness for change, and resource constraints, among others (8,9). The COVID-19 pandemic has certainly impacted these elements. With decades of organizational research on the adoption and implementation of innovative practices, system and organizational scientists are poised to help health care organizations respond to the need for technical, financial, and cultural resources to effectively address public health crises (10-12). In this special issue, we embarked on an exploration of health care systems’ capacity to respond to increasing public health challenges, to meet the global imperative for more efficient and effective crisis preparedness infrastructure. This special issue on “organizational approaches to implement rapid change in hospitals to respond to public health emergencies” presents conceptual and empirical papers on various approaches that hospitals and other health care organizations could implement to counteract current (e.g., the COVID-19 pandemic), ongoing (e.g., HIV, opioid overdose) and emerging epidemics that will impact global health. The purpose of this special issue is to advance Systems, as well as Organizations and Implementation Sciences by developing and testing frameworks that lead to a highly responsive and effective public health system. These interdisciplinary sciences organizational learning in hospitals’ response to crisis management with regard to COVID-19 (15). Focusing on the practice of disaster management and crisis-driven changes, the authors review published case studies that reveal which components of change were most effective in preparing hospitals to respond to patients care challenges during the COVID-19 pandemic. The authors focus on efforts to help professionals and policy makers developed robust responses across different countries in the world. Their findings inform a framework for optimal patient care response, including the use of big data systems. The last paper in the series is written by Drs. Choflet, Packard, and Stashower, who also
2019冠状病毒病大流行加剧了全球公共卫生系统做好危机防范的必要性。确保人力和财政资源以提高保健标准仍然是全球优先事项(1-4)。然而,改善准备工作的努力缺乏必要的框架来发展和维持卫生保健系统过程和结果的改进(5,6)。COVID-19大流行的突然和深远影响促使科学家制定框架,旨在使医院和其他卫生服务提供系统做好充分准备,以应对医疗需求的激增。一份关于国家在几个准备指标上的业务准备情况的报告发现,182个国家中只有57%具有执行关键应急相关活动的功能能力(7)。涉及低准备水平的卫生保健系统要素各不相同,包括供应链故障、劳动力短缺、组织变革准备和资源限制等(8,9)。COVID-19大流行无疑对这些因素产生了影响。通过对创新实践的采用和实施进行了数十年的组织研究,系统和组织科学家准备帮助卫生保健组织应对技术、财务和文化资源的需求,以有效地解决公共卫生危机(10-12)。在本期特刊中,我们开始探讨卫生保健系统应对日益增加的公共卫生挑战的能力,以满足建立更高效和有效的危机防范基础设施的全球需求。本期关于“在医院实施快速变革以应对突发公共卫生事件的组织方法”的特刊介绍了关于医院和其他卫生保健组织可以实施的各种方法的概念性和经验性论文,以应对将影响全球健康的当前(例如COVID-19大流行)、正在发生的(例如艾滋病毒、阿片类药物过量)和新出现的流行病。本期特刊的目的是通过制定和测试框架来推进系统、组织和实施科学,从而建立一个反应迅速和有效的公共卫生系统。这些跨学科科学在医院应对COVID-19危机管理中的组织学习(15)。作者以灾害管理和危机驱动变革的实践为重点,回顾了已发表的案例研究,揭示了变革的哪些组成部分在医院应对COVID-19大流行期间患者护理挑战方面最有效。作者着重于帮助专业人士和政策制定者在世界不同国家制定强有力的应对措施。他们的发现为最佳患者护理响应提供了一个框架,包括大数据系统的使用。这个系列的最后一篇论文是由dr。Choflet, Packard和Stashower,他们也提供了一个关于组织变革的框架,可以用来设计具有有效适应不同类型变革能力的组织(16)。在他们的文章中,重点关注组织变革和重新思考现有方法的必要性,特别是在Covid-19时代,作者提出了一个基于复杂性理论的计划组织变革框架。这一理论为他们将医院概念化为复杂的适应性系统,以及这种框架如何更好地定位组织以应对COVID-19和未来的紧急公共卫生挑战提供了依据。作者重新设计了一些领域,如持续的评估、持续的高水平沟通、实验的迭代周期、反思和学习,以及领导行为的使用,以改善决策。本文强调了可用于适应医疗保健组织的组织变革需求的关键实践。这四篇文章提供了概念框架和经验数据,为医疗保健组织提供了最佳实践信息,并有效应对COVID-19大流行带来的多重挑战。准备医院和其他卫生保健提供组织更有效地应对危机,无论是当前的还是新出现的,将需要更多地了解患者需求和需求之间的复杂关系,以及多层次的资源。本期特刊讨论了一系列广泛的主题,这些主题对于加强组织方法、促进卫生保健系统快速有效地实施变革以应对突发公共卫生事件具有重要意义。它以创新和操作灵活性、有效的危机管理实践、大数据系统的组织学习和翻译以及反思为中心
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引用次数: 0
Association between electronic health record use and quality of care in high Medicaid nursing homes 高医疗补助养老院电子健康记录使用与护理质量之间的关系
Pub Date : 2021-01-01 DOI: 10.21037/JHMHP-20-64
Ganisher K. Davlyatov, J. Lord, A. Ghiasi, R. Weech-Maldonado
Weech-Maldonado; Background: Nursing homes operating in resource-constrained environments typically have lower professional staffing and worse quality. Electronic health records (EHRs) have been utilized as an effective tool to improve the quality of care in nursing homes. This study examines the association between EHR use and the quality of care in high Medicaid nursing homes. Methods: The study used primary and secondary data from Brown University’s Long-Term Care Focus, Nursing Home Compare, Area Health Resource File, and Medicare Cost Reports for the years 2017–2018. The primary survey data was collected through a national mailer to Directors of Nursing (DONs) in high-Medicaid nursing homes. The dependent variable, nursing home quality, was conceptualized using Nursing Home Compare Five-Star Quality Rating System where the higher score represents better quality (1 to 5). The independent variable, EHR score, was a composite measure developed from 23 items. Ordered logistic regression was used to model the relationship between the average EHR score and the quality star rating in high-Medicaid nursing homes. Results: There was a significant positive relationship between the average EHR score and the five-star quality rating. For a one unit increase in the average EHR score, the odds of being in a higher star rating category increases by 50%. Additional factors, such as, being a not-for-profit, having higher occupancy rate, and being located in a higher per capita income county were significantly associated with higher quality. Conclusions: We found that EHR use in high-Medicaid nursing homes was positively associated with improvements in quality. This finding provides additional support to the promising role of EHR in improving quality of care among resource-constrained nursing homes. These under-resourced nursing homes face challenges as it relates to quality, the adoption and use of EHRs may facilitate improvements in quality of care.
Weech-Maldonado;背景:在资源紧张的环境中运营的养老院通常具有较低的专业人员配备和较差的质量。电子健康记录(EHRs)已被用作提高养老院护理质量的有效工具。本研究探讨了电子病历的使用与高医疗补助养老院护理质量之间的关系。方法:该研究使用了布朗大学长期护理重点、养老院比较、地区卫生资源文件和2017-2018年医疗保险成本报告的主要和次要数据。主要调查数据是通过邮寄给高医疗补助养老院的护理主任(DONs)收集的。因变量养老院质量,使用养老院比较五星质量评级系统进行概念化,得分越高表示质量越好(1到5)。自变量,EHR得分,是由23个项目开发的综合衡量标准。采用有序逻辑回归对高医疗补助养老院的平均电子病历评分与质量星级评分之间的关系进行建模。结果:EHR平均评分与医院五星质量评定呈显著正相关。EHR平均分数每增加一个单位,获得更高星级评级的几率就会增加50%。其他因素,如非营利性,较高的入住率,以及位于人均收入较高的县,与较高的质量显著相关。结论:我们发现,在高医疗补助的疗养院,电子病历的使用与质量的提高呈正相关。这一发现为电子病历在改善资源有限的疗养院护理质量方面的重要作用提供了额外的支持。这些资源不足的护理院面临着质量方面的挑战,采用和使用电子病历可以促进护理质量的提高。
{"title":"Association between electronic health record use and quality of care in high Medicaid nursing homes","authors":"Ganisher K. Davlyatov, J. Lord, A. Ghiasi, R. Weech-Maldonado","doi":"10.21037/JHMHP-20-64","DOIUrl":"https://doi.org/10.21037/JHMHP-20-64","url":null,"abstract":"Weech-Maldonado; Background: Nursing homes operating in resource-constrained environments typically have lower professional staffing and worse quality. Electronic health records (EHRs) have been utilized as an effective tool to improve the quality of care in nursing homes. This study examines the association between EHR use and the quality of care in high Medicaid nursing homes. Methods: The study used primary and secondary data from Brown University’s Long-Term Care Focus, Nursing Home Compare, Area Health Resource File, and Medicare Cost Reports for the years 2017–2018. The primary survey data was collected through a national mailer to Directors of Nursing (DONs) in high-Medicaid nursing homes. The dependent variable, nursing home quality, was conceptualized using Nursing Home Compare Five-Star Quality Rating System where the higher score represents better quality (1 to 5). The independent variable, EHR score, was a composite measure developed from 23 items. Ordered logistic regression was used to model the relationship between the average EHR score and the quality star rating in high-Medicaid nursing homes. Results: There was a significant positive relationship between the average EHR score and the five-star quality rating. For a one unit increase in the average EHR score, the odds of being in a higher star rating category increases by 50%. Additional factors, such as, being a not-for-profit, having higher occupancy rate, and being located in a higher per capita income county were significantly associated with higher quality. Conclusions: We found that EHR use in high-Medicaid nursing homes was positively associated with improvements in quality. This finding provides additional support to the promising role of EHR in improving quality of care among resource-constrained nursing homes. These under-resourced nursing homes face challenges as it relates to quality, the adoption and use of EHRs may facilitate improvements in quality of care.","PeriodicalId":92075,"journal":{"name":"Journal of hospital management and health policy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48006276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Artificial intelligence in healthcare—the road to precision medicine 医疗保健领域的人工智能——精准医疗之路
Pub Date : 2021-01-01 DOI: 10.21037/JHMHP-20-132
Tran Quoc Bao Tran, Clea du Toit, S. Padmanabhan
Precision medicine aims to integrate an individual’s unique features from clinical phenotypes and biological information obtained from imaging to laboratory tests and health records, to arrive at a tailored diagnostic or therapeutic solution. The premise that precision medicine will reduce disease-related health and financial burden is theoretically sound, but its realisation in clinical practice is still nascent. In contrast to conventional medicine, developing precision medicine solutions is highly data-intensive and to accelerate this effort there are initiatives to collect vast amounts of clinical and biomedical data. Over the last decade, artificial intelligence (AI), which includes machine learning (ML), has demonstrated unparalleled success in pattern recognition from big data in a range of domains from shopping recommendation to image classification. It is not surprising that ML is being considered as the critical technology that can transform big data from biobanks and electronic health records (EHRs) into clinically applicable precision medicine tools at the bedside. Distillation of high-dimensional data across clinical, biological, patient-generated and environmental domains using ML and translating garnered insights into clinical practice requires not only extant algorithms but also additional development of newer methods and tools. In this review, we provide a broad overview of the prospects and potential for AI in precision medicine and discuss some of the challenges and evolving solutions that are revolutionising healthcare.
精准医学旨在整合个人的独特特征,从临床表型和从成像到实验室测试和健康记录获得的生物信息,以获得量身定制的诊断或治疗解决方案。精准医疗将减轻与疾病相关的健康和经济负担的前提在理论上是合理的,但其在临床实践中的实现仍处于萌芽阶段。与传统医学相比,开发精准医学解决方案是高度数据密集型的,为了加快这项工作,有人主动收集了大量的临床和生物医学数据。在过去的十年里,包括机器学习(ML)在内的人工智能(AI)在从购物推荐到图像分类的一系列领域,在大数据模式识别方面取得了无与伦比的成功。毫不奇怪,ML被认为是一项关键技术,可以将生物库和电子健康记录(EHR)中的大数据转化为床边临床应用的精确医疗工具。使用ML在临床、生物学、患者生成和环境领域提取高维数据,并将获得的见解转化为临床实践,不仅需要现有的算法,还需要额外开发新的方法和工具。在这篇综述中,我们对人工智能在精准医疗中的前景和潜力进行了广泛的概述,并讨论了正在彻底改变医疗保健的一些挑战和不断发展的解决方案。
{"title":"Artificial intelligence in healthcare—the road to precision medicine","authors":"Tran Quoc Bao Tran, Clea du Toit, S. Padmanabhan","doi":"10.21037/JHMHP-20-132","DOIUrl":"https://doi.org/10.21037/JHMHP-20-132","url":null,"abstract":"Precision medicine aims to integrate an individual’s unique features from clinical phenotypes and biological information obtained from imaging to laboratory tests and health records, to arrive at a tailored diagnostic or therapeutic solution. The premise that precision medicine will reduce disease-related health and financial burden is theoretically sound, but its realisation in clinical practice is still nascent. In contrast to conventional medicine, developing precision medicine solutions is highly data-intensive and to accelerate this effort there are initiatives to collect vast amounts of clinical and biomedical data. Over the last decade, artificial intelligence (AI), which includes machine learning (ML), has demonstrated unparalleled success in pattern recognition from big data in a range of domains from shopping recommendation to image classification. It is not surprising that ML is being considered as the critical technology that can transform big data from biobanks and electronic health records (EHRs) into clinically applicable precision medicine tools at the bedside. Distillation of high-dimensional data across clinical, biological, patient-generated and environmental domains using ML and translating garnered insights into clinical practice requires not only extant algorithms but also additional development of newer methods and tools. In this review, we provide a broad overview of the prospects and potential for AI in precision medicine and discuss some of the challenges and evolving solutions that are revolutionising healthcare.","PeriodicalId":92075,"journal":{"name":"Journal of hospital management and health policy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46126376","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
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Journal of hospital management and health policy
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