Public Reporting of Healthcare Data

医疗保健数据的公开报告
  • 文章类型: Journal Article
    美国医院向政府和独立的医疗保健评级组织报告了许多医疗保健质量指标的数据,但是急性护理医院测量和报告质量度量数据的年度成本,独立于花费在质量干预上的资源,不是众所周知的。
    评估外部报告的成年患者住院质量指标,并估计数据收集和报告的成本,独立于质量改进工作。
    约翰·霍普金斯医院的回顾性时间驱动的基于活动的成本核算研究(巴尔的摩,马里兰州)与参与质量度量报告流程的医院人员在2019年1月1日至2019年6月30日之间就2018日历年的质量报告活动进行了访谈。
    结果包括指标数量,每个公制类型的年度人时数,和每公制类型的年度人员成本。
    总共确定了162个独特的指标,其中96人(59.3%)是基于索赔的,107(66.0%)是结果指标,101例(62.3%)与患者安全相关.为这些指标准备和报告数据需要估计108478个小时,估计人员成本为5038218.28美元(2022美元),外加602730.66美元的供应商费用。基于索赔的(96个度量;每年每个度量37553.58美元)和图表抽象的(26个度量;每年每个度量33871.30美元)度量使用的每个度量资源最多,而电子指标的消耗要少得多(4个指标;每年每个指标1901.58美元)。
    大量资源专门用于质量报告,一些质量评估方法比其他方法昂贵得多。意外发现基于声明的度量是所有度量类型中资源最密集的。政策制定者应考虑减少指标数量,转向电子指标,如果可能,优化资源支出,追求整体更高的质量。
    US hospitals report data on many health care quality metrics to government and independent health care rating organizations, but the annual cost to acute care hospitals of measuring and reporting quality metric data, independent of resources spent on quality interventions, is not well known.
    To evaluate externally reported inpatient quality metrics for adult patients and estimate the cost of data collection and reporting, independent of quality-improvement efforts.
    Retrospective time-driven activity-based costing study at the Johns Hopkins Hospital (Baltimore, Maryland) with hospital personnel involved in quality metric reporting processes interviewed between January 1, 2019, and June 30, 2019, about quality reporting activities in the 2018 calendar year.
    Outcomes included the number of metrics, annual person-hours per metric type, and annual personnel cost per metric type.
    A total of 162 unique metrics were identified, of which 96 (59.3%) were claims-based, 107 (66.0%) were outcome metrics, and 101 (62.3%) were related to patient safety. Preparing and reporting data for these metrics required an estimated 108 478 person-hours, with an estimated personnel cost of $5 038 218.28 (2022 USD) plus an additional $602 730.66 in vendor fees. Claims-based (96 metrics; $37 553.58 per metric per year) and chart-abstracted (26 metrics; $33 871.30 per metric per year) metrics used the most resources per metric, while electronic metrics consumed far less (4 metrics; $1901.58 per metric per year).
    Significant resources are expended exclusively for quality reporting, and some methods of quality assessment are far more expensive than others. Claims-based metrics were unexpectedly found to be the most resource intensive of all metric types. Policy makers should consider reducing the number of metrics and shifting to electronic metrics, when possible, to optimize resources spent in the overall pursuit of higher quality.
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  • 文章类型: Journal Article
    公共卫生监测数据并不总是捕获所有病例,部分原因是测试可用性和寻求医疗保健的行为。我们的研究旨在估计多伦多COVID-19报告链中每个步骤的不确定乘数,加拿大。
    我们应用随机模型来估计从2020年3月(大流行开始)到2020年5月23日期间的这些比例,以及在此期间具有不同实验室测试标准的三个不同窗口。
    对于整个期间向多伦多公共卫生报告的每个实验室确认的有症状病例,社区中COVID-19感染的估计数量为18(第5百分位数和第95百分位数:12,29).与漏报最相关的因素是寻求护理的人接受测试的比例。
    公共卫生官员应该使用改进的估计,以更好地了解COVID-19和其他类似感染的负担。
    UNASSIGNED: Public health surveillance data do not always capture all cases, due in part to test availability and health care seeking behaviour. Our study aimed to estimate under-ascertainment multipliers for each step in the reporting chain for COVID-19 in Toronto, Canada.
    UNASSIGNED: We applied stochastic modeling to estimate these proportions for the period from March 2020 (the beginning of the pandemic) through to May 23, 2020, and for three distinct windows with different laboratory testing criteria within this period.
    UNASSIGNED: For each laboratory-confirmed symptomatic case reported to Toronto Public Health during the entire period, the estimated number of COVID-19 infections in the community was 18 (5th and 95th percentile: 12, 29). The factor most associated with under-reporting was the proportion of those who sought care that received a test.
    UNASSIGNED: Public health officials should use improved estimates to better understand the burden of COVID-19 and other similar infections.
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  • 文章类型: Journal Article
    UNASSIGNED:世界卫生组织(WHO)欧洲区域的政府已将报告COVID-19数据的仪表板列为优先事项。在公共报告中无处不在地使用仪表板是一种新颖的现象。
    UNASSIGNED:这项研究探讨了新冠肺炎在大流行第一年的发展,并确定了常见的障碍,推动者和经验教训的团队负责他们的发展。
    UNASSIGNED:我们应用了多种方法来识别和招募COVID-19仪表板团队,使用目的,配额抽样方法。半结构化小组访谈于2021年4月至6月进行。使用详细的编码和主题分析,我们从访谈数据中得出描述性和解释性主题。2021年6月,与研究参与者举行了一次验证研讨会。
    UNASIGNED:80名告密者参与,代表世卫组织欧洲区域33个国家COVID-19仪表板小组。大多数仪表板是在大流行的头几个月迅速启动的,2020年2月至5月。的紧迫性,紧张的工作量,人力资源有限,数据和隐私限制以及公众审查是最初发展阶段的共同挑战。确定了与障碍或推动者相关的主题,关于大流行前的背景,流行病本身,人员、流程和软件,数据和用户。围绕简单主题出现的教训,信任,伙伴关系,软件、数据和更改。
    未经评估:COVID-19仪表板是以一种边做边学的方法开发的。小组的经验表明,最初的准备不足被高级别政治认可所抵消,团队的专业精神,通过商业软件解决方案加速数据改进和即时支持。为了充分利用仪表板的全部潜力来报告健康数据,团队需要投资,国家和泛欧水平。
    UNASSIGNED: Governments across the World Health Organization (WHO) European Region have prioritised dashboards for reporting COVID-19 data. The ubiquitous use of dashboards for public reporting is a novel phenomenon.
    UNASSIGNED: This study explores the development of COVID-19 dashboards during the first year of the pandemic and identifies common barriers, enablers and lessons from the experiences of teams responsible for their development.
    UNASSIGNED: We applied multiple methods to identify and recruit COVID-19 dashboard teams, using a purposive, quota sampling approach. Semi-structured group interviews were conducted from April to June 2021. Using elaborative coding and thematic analysis, we derived descriptive and explanatory themes from the interview data. A validation workshop was held with study participants in June 2021.
    UNASSIGNED: Eighty informants participated, representing 33 national COVID-19 dashboard teams across the WHO European Region. Most dashboards were launched swiftly during the first months of the pandemic, February to May 2020. The urgency, intense workload, limited human resources, data and privacy constraints and public scrutiny were common challenges in the initial development stage. Themes related to barriers or enablers were identified, pertaining to the pre-pandemic context, pandemic itself, people and processes and software, data and users. Lessons emerged around the themes of simplicity, trust, partnership, software and data and change.
    UNASSIGNED: COVID-19 dashboards were developed in a learning-by-doing approach. The experiences of teams reveal that initial underpreparedness was offset by high-level political endorsement, the professionalism of teams, accelerated data improvements and immediate support with commercial software solutions. To leverage the full potential of dashboards for health data reporting, investments are needed at the team, national and pan-European levels.
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  • 文章类型: Journal Article
    背景:质量改进(QI)举措,如认证,公开报道,检查和绩效工资越来越多地在全球范围内实施。在佛兰德斯,比利时,政府针对急诊医院的政策纳入了上述举措。目前,对现行政策的可持续性提出了质疑。
    目标:首先,总结2008年至2019年间,医院在政府鼓励下采取的各种举措。第二,研究医疗保健利益相关者对当前政府政策的看法。
    方法:在这项多方法研究中,我们从政府和机构来源以及通过医院质量管理人员的在线调查收集了关于QI计划实施的数据.我们汇总了2008年(n=62)至2019年(医院合并后n=53)之间所有佛兰德急诊医院实施QI计划的概述。通过对所有医疗保健员工进行的第二次调查评估了利益相关者的观点,并咨询了具有医疗保健政策专家的焦点小组。评估了职业之间的差异。
    结果:QI计划已得到越来越多的实施,特别是从2016年开始,大多数(87%)医院获得了第一个认证标签,所有医院都公开报告绩效指标,接受定期检查并进入绩效工资倡议。关于外部国际认证,调查中的总体态度主要是中立的(36.2%),34.5%对认可持积极态度,29.3%对认可持消极态度。在深入研究特定专业群体时,我们了解到58%的医生认为认证是负面的,而大多数受访者认为医生是质量的最大贡献者。
    结论:医院已证明在QI方面的努力有所增加,特别是自2016年以来,虽然医疗保健利益相关者对当前实施的QI计划的看法是不同的。确保护理质量仍然是急诊医院的首要任务,我们建议修订目前的多成分质量政策,简化所有举措的采用,并自下而上共同创造。
    BACKGROUND: Quality improvement (QI) initiatives such as accreditation, public reporting, inspection and pay-for-performance are increasingly being implemented globally. In Flanders, Belgium, a government policy for acute-care hospitals incorporates aforementioned initiatives. Currently, questions are raised on the sustainability of the present policy.
    OBJECTIVE: First, to summarise the various initiatives hospitals have adopted under government encouragement between 2008 and 2019. Second, to study the perspectives of healthcare stakeholders on current government policy.
    METHODS: In this multi-method study, we collected data on QI initiative implementation from governmental and institutional sources and through an online survey among hospital quality managers. We compiled an overview of QI initiative implementation for all Flemish acute-care hospitals between 2008 (n = 62) and 2019 (n = 53 after hospital mergers). Stakeholder perspectives were assessed via a second survey available to all healthcare employees and a focus group with healthcare policy experts was consulted. Variation between professions was assessed.
    RESULTS: QI initiatives have been increasingly implemented, especially from 2016 onwards, with the majority (87%) of hospitals having obtained a first accreditation label and all hospitals publicly reporting performance indicators, receiving regular inspections and having entered the pay-for-performance initiative. On the topic of external international accreditation, overall attitudes within the survey were predominantly neutral (36.2%), while 34.5% expressed positive and 29.3% negative views towards accreditation. In examining specific professional groups in-depth, we learned 58% of doctors regarded accreditation negatively, while doctors were judged to be the largest contributors to quality according to the majority of respondents.
    CONCLUSIONS: Hospitals have demonstrated increased efforts into QI, especially since 2016, while perceptions on currently implemented QI initiatives among healthcare stakeholders are heterogeneous. To assure quality of care remains a top-priority for acute-care hospitals, we recommend a revision of the current multicomponent quality policy where the adoption of all initiatives is streamlined and co-created bottom-up.
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  • 文章类型: Journal Article
    这项研究通过分析韩国2017-2019年患者安全报告数据,分析了患者安全事件(PSIs)的趋势以及与PSIs相关的因素。我们在2017年提取了2940条记录,2018年提取了5889条记录,2019年提取了7386条记录,来自200多个床位的医院,并使用所有16215例进行分析。SPSS25.0用于多指标逻辑回归分析。PSI趋势分析,标准化Jonckheere-Terpstra检验具有显著性.在分析不良事件发生的概率时,重要的变量是患者年龄,PSI发生的季节,事件记者,医院规模,PSIs的位置,PSI的类型,和医疗部门。此外,根据险些失踪可能引发哨点事件的因素是患者性别,患者年龄,事件记者,PSI的类型,和医疗部门。为了防止PSI中的前哨事件,女性和老年患者需要密切关注。此外,有必要建立一个患者安全报告系统,其中不仅所有医务人员,还有病人,一般来说,能积极参与患者安全活动并自愿报告。
    This study analyzed trends in patient safety incidents (PSIs) and the factors associated with the PSIs by analyzing 2017-2019 Patient Safety Report data in Korea. We extracted 2940 records in 2017, 5889 in 2018, and 7386 in 2019, from hospitals with more than 200 beds, and used all 16,215 cases for analysis. SPSS 25.0 was used for a multi-nominal logistic regression analysis. The PSI trend analysis, the standardized Jonckheere-Terpstra test was significant. On analyzing the probability of adverse events based on near misses, the significant variables were patient age, the season when PSIs occurred, incident reporter, hospital size, the location of PSIs, the type of PSIs, and medical department. Additionally, the factors that were likely to precipitate sentinel events based on near misses were patient sex, patient age, incident reporter, the type of PSIs, and medical department. To prevent sentinel events in PSIs, female and older patients are required to pay close attention. Moreover, it is necessary to establish a patient safety reporting system in which not only all medical personnel, but also patients, generally, can actively participate in patient safety activities and report voluntarily.
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  • 文章类型: Journal Article
    在旨在进一步了解与肥胖和营养有关的问题的研究中,随机化是用于建立因果关系的重要工具。为了利用随机化提供的推论,规划必须坚持科学标准,执行,分析,并报告此类研究。我们从文献中的实际例子中讨论了随机实验中的十个错误,并概述了避免错误的最佳实践。这十个错误包括:将非随机分配表示为随机,未能充分隐瞒分配,不考虑变化的分配比例,以非随机方式替换受试者,没有说明不独立,通过比较组内比较而不是组间比较的统计显著性来得出推论,汇集数据并打破随机设计,未能解决丢失的数据,未能报告足够的信息来理解学习方法,并且未能将因果问题框架为测试随机分配本身。我们希望这些例子能帮助研究人员,审稿人,期刊编辑,和其他读者在肥胖和营养研究的随机实验中努力达到科学严谨的高标准。
    Randomization is an important tool used to establish causal inferences in studies designed to further our understanding of questions related to obesity and nutrition. To take advantage of the inferences afforded by randomization, scientific standards must be upheld during the planning, execution, analysis, and reporting of such studies. We discuss ten errors in randomized experiments from real-world examples from the literature and outline best practices for their avoidance. These ten errors include: representing nonrandom allocation as random, failing to adequately conceal allocation, not accounting for changing allocation ratios, replacing subjects in nonrandom ways, failing to account for non-independence, drawing inferences by comparing statistical significance from within-group comparisons instead of between-groups, pooling data and breaking the randomized design, failing to account for missing data, failing to report sufficient information to understand study methods, and failing to frame the causal question as testing the randomized assignment per se. We hope that these examples will aid researchers, reviewers, journal editors, and other readers to endeavor to a high standard of scientific rigor in randomized experiments within obesity and nutrition research.
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  • 文章类型: Journal Article
    背景:自2009年以来,法兰德斯的医院质量政策,比利时,是围绕护理质量三合会建立的,其中包括认证,公众报告(PR)和检查。政策制定者目前正在反思这一三合会的附加值。
    方法:我们对2009年至2020年之间发表的文献进行了叙述性审查,以检查影响认证的证据基础,公关和检查,无论是单独还是组合,对病人的过程和结果有影响。检查了以下患者结果:死亡率,逗留时间,再入院,患者满意度,不良结果,救援失败,坚持过程措施和规避风险。认证的影响,对这些结果的PR和检查被评估为阳性,中性(即没有观察到影响或报告混合结果)或负面。
    目的:为了评估当前关于认证影响的证据基础,PR和检查患者的过程和结果。
    结果:我们确定了69项研究,其中40人获得认证,24关于PR,三个关于检查,两个关于认证和公关。已确定的研究报告主要是低水平的证据(IV级,n=53),并且在实施的计划和患者人群方面具有异质性(在PR研究中通常很窄)。总的来说,在30篇认证文章中确定了中性分类,23用于PR,4用于检查。其中有10个叙述了好坏参半的结果。对于认证,发现了大量(n=12)关于遵守过程措施的积极研究。
    结论:认证的个人影响,公关和检查,佛兰德医院质量的核心,被发现对患者预后有限。未来的研究应该研究多种质量改进策略的综合效果。
    BACKGROUND: Since 2009, hospital quality policy in Flanders, Belgium, is built around a quality-of-care triad, which encompasses accreditation, public reporting (PR) and inspection. Policy makers are currently reflecting on the added value of this triad.
    METHODS: We performed a narrative review of the literature published between 2009 and 2020 to examine the evidence base of the impact accreditation, PR and inspection, both individually and combined, has on patient processes and outcomes. The following patient outcomes were examined: mortality, length of stay, readmissions, patient satisfaction, adverse outcomes, failure to rescue, adherence to process measures and risk aversion. The impact of accreditation, PR and inspection on these outcomes was evaluated as either positive, neutral (i.e. no impact observed or mixed results reported) or negative.
    OBJECTIVE: To assess the current evidence base on the impact of accreditation, PR and inspection on patient processes and outcomes.
    RESULTS: We identified 69 studies, of which 40 were on accreditation, 24 on PR, three on inspection and two on accreditation and PR concomitantly. Identified studies reported primarily low-level evidence (level IV, n = 53) and were heterogeneous in terms of implemented programmes and patient populations (often narrow in PR research). Overall, a neutral categorization was determined in 30 articles for accreditation, 23 for PR and four for inspection. Ten of these recounted mixed results. For accreditation, a high number (n = 12) of positive research on adherence to process measures was discovered.
    CONCLUSIONS: The individual impact of accreditation, PR and inspection, the core of Flemish hospital quality, was found to be limited on patient outcomes. Future studies should investigate the combined effect of multiple quality improvement strategies.
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  • 文章类型: Historical Article
    Many randomized controlled trials (RCTs) are biased and difficult to reproduce due to methodological flaws and poor reporting. There is increasing attention for responsible research practices and implementation of reporting guidelines, but whether these efforts have improved the methodological quality of RCTs (e.g., lower risk of bias) is unknown. We, therefore, mapped risk-of-bias trends over time in RCT publications in relation to journal and author characteristics. Meta-information of 176,620 RCTs published between 1966 and 2018 was extracted. The risk-of-bias probability (random sequence generation, allocation concealment, blinding of patients/personnel, and blinding of outcome assessment) was assessed using a risk-of-bias machine learning tool. This tool was simultaneously validated using 63,327 human risk-of-bias assessments obtained from 17,394 RCTs evaluated in the Cochrane Database of Systematic Reviews (CDSR). Moreover, RCT registration and CONSORT Statement reporting were assessed using automated searches. Publication characteristics included the number of authors, journal impact factor (JIF), and medical discipline. The annual number of published RCTs substantially increased over 4 decades, accompanied by increases in authors (5.2 to 7.8) and institutions (2.9 to 4.8). The risk of bias remained present in most RCTs but decreased over time for allocation concealment (63% to 51%), random sequence generation (57% to 36%), and blinding of outcome assessment (58% to 52%). Trial registration (37% to 47%) and the use of the CONSORT Statement (1% to 20%) also rapidly increased. In journals with a higher impact factor (>10), the risk of bias was consistently lower with higher levels of RCT registration and the use of the CONSORT Statement. Automated risk-of-bias predictions had accuracies above 70% for allocation concealment (70.7%), random sequence generation (72.1%), and blinding of patients/personnel (79.8%), but not for blinding of outcome assessment (62.7%). In conclusion, the likelihood of bias in RCTs has generally decreased over the last decades. This optimistic trend may be driven by increased knowledge augmented by mandatory trial registration and more stringent reporting guidelines and journal requirements. Nevertheless, relatively high probabilities of bias remain, particularly in journals with lower impact factors. This emphasizes that further improvement of RCT registration, conduct, and reporting is still urgently needed.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    Public reporting of hospitals\' performance data is a growing trend. This transparency may improve patient choices, competition, and service quality. This study aims to provide recommendations to improve hospitals\' transparency in Iran. A qualitative study designed with 18 semi-structured interviews. Recommendations were categorized into five main themes, including passing a comprehensive law on transparency to create political commitment, educating people and healthcare providers to create the culture, developing a simple and efficient structure to foster transparency, and monitoring and evaluating transparency. The most important issue is political commitment. If it exists, the rest of the obstacles can be solved.
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