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Usability Assessment of the Missouri Cancer Registry's Published Interactive Mapping Reports: Round Two. 密苏里州癌症登记处发布的交互式地图报告的可用性评估:第二轮。
Pub Date : 2019-09-20 DOI: 10.5210/ojphi.v11i2.9483
A. A. Ben Ramadan, J. Jackson-Thompson, C. Schmaltz
BackgroundHealth-related data's users have trouble understanding and interpreting combined statistical and mapping information. This is the second round of a usability study conducted after we modified and simplified our tested maps based on the first round's results.ObjectiveTo explore if the tested maps' usability improved by modifying the maps according to the first round's results.MethodsWe recruited 13 cancer professionals from National American Central Cancer registries (NACCR) 2016 conference. The study involved three phases per participant: A pretest questionnaire, the multi-task usability test, and the System Usability Scale (SUS). Software was used to record the computer screen during the trial and the users' spoken comments. We measured several qualitative and quantitative usability metrics. The study's data was analyzed using spreadsheet software.ResultsIn the current study, unlike the previous round, there was no significant statistical relationship between the subjects' performance on the study test and the experience in GIS tools (P = .17 previously was .03). Three out of the four (75%) of our subjects with a bachelor's degree or less accomplished the given tasks effectively and efficiently. This study developed a comparable satisfaction results to the first round study, despite that the previous round's participants were highly educated and more experienced with GIS.ConclusionBy considering the round one's results and by updating our maps, we made the tested maps simpler to be used by subjects who have little experience in using GIS technology, and have little spatial and statistical knowledge.
背景:健康相关数据的用户在理解和解释统计和映射信息方面存在困难。这是我们在第一轮结果的基础上修改和简化测试地图后进行的第二轮可用性研究。目的探讨在第一轮测试结果的基础上,通过对测试地图进行修改,是否提高了测试地图的可用性。方法我们从2016年美国国家癌症中心登记处(NACCR)会议上招募了13名癌症专业人士。该研究涉及每个参与者的三个阶段:测试前问卷,多任务可用性测试和系统可用性量表(SUS)。使用软件记录审判期间的电脑屏幕和用户的口头评论。我们测量了几个定性和定量的可用性指标。这项研究的数据是用电子表格软件分析的。结果在本研究中,与前一轮不同,受试者在研究测试中的表现与GIS工具的经验之间没有显著的统计学关系(P = 0.17,前一轮为0.03)。四分之三(75%)拥有学士学位或更低学位的受试者有效地完成了给定的任务。尽管前一轮的参与者受过高等教育,对地理信息系统更有经验,但该研究得出了与第一轮研究相当的满意度结果。结论考虑到第一轮的结果,通过更新我们的地图,我们使测试地图更容易被没有使用GIS技术经验的人使用,并且很少有空间和统计知识。
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引用次数: 2
A Demand for Data to Improve Outcomes Creates the Why to Move to Third Generation Immunization Information Systems. 对改善结果的数据需求决定了为什么要转向第三代免疫信息系统。
Pub Date : 2019-09-20 DOI: 10.5210/ojphi.v11i2.9412
Todd Watkins, M. Popovich, Kristina Crane
Investments over the past two decades to collect and store immunization events established a national population health data asset. The ability to track vaccine usage and storage has increased accountability, lowered wastage, protected valuable resources, and provided the correct vaccines at the right time. Sixty-four immunization registries support the current immunization ecosystem, yet all investments to date have been through state and federal funding. Much of the technology supporting these registries is becoming harder to support, limiting the utilization of the data. For the most part all current systems have legacy 2nd-generation technology and architectures as their foundation Current technology investments in these national assets tend to be for systems that within the next five years will not be cost effectively sustainable with only federal, state and local funding. Yet quality data is being reported by immunization providers across the health care network that is increasing exponentially through electronic data exchanges integrated within Electronic Health Records (EHR) and Pharmacy Management Systems (PMS) This increase in high-quality patient immunization records creates opportunity to build immunization intelligence from the data. However, 2nd-generation Immunization Information Systems (IIS) limit the effective and timely use of this information. Considering the increasing value of the data to public and private sectors working to close immunization care gaps in populations, supporting technology must ensure easy access This is the first of two papers that highlights the power of these national registries and the data they contain to provide opportunity intelligence to the immunization ecosystem user community. Paper one illustrates the "why" for change and the need for a truly community collaborative path forward to move from 2nd- to 3rd-generation systems through partners that leverages cost sharing and common goals The end goal is to establish new supporting technology assets that accelerate the use of data to impact vaccine preventable disease (VPD) outcomes which create a new model for public-private investments to sustain the IIS national infrastructure. The second a working paper with assumptions to be tested ("Model for Sustaining and Investing in Immunization Information Systems"), shares cost and investment strategies to complete the migration and create sustainable immunization systems for the future.
过去二十年来对收集和存储免疫事件的投资建立了一个国家人口健康数据资产。追踪疫苗使用和储存的能力提高了问责制,降低了浪费,保护了宝贵的资源,并在正确的时间提供了正确的疫苗。64个免疫登记处支持当前的免疫生态系统,但迄今为止的所有投资都是通过州和联邦资金进行的。支持这些注册中心的大部分技术越来越难以支持,限制了数据的利用率。在大多数情况下,所有现有系统都以遗留的第二代技术和架构为基础。目前对这些国家资产的技术投资往往是针对那些在未来五年内仅靠联邦、州和地方资金无法实现成本效益可持续发展的系统。然而,通过集成在电子健康记录(EHR)和药房管理系统(PMS)中的电子数据交换,整个医疗保健网络的免疫接种提供者正在报告高质量的数据,这些数据呈指数级增长。高质量患者免疫接种记录的增加为从数据中建立免疫智能创造了机会。然而,第二代免疫信息系统(IIS)限制了这些信息的有效和及时使用。考虑到这些数据对致力于缩小人口免疫护理差距的公共和私营部门的价值不断增加,支持技术必须确保易于获取。这是两篇论文中的第一篇,强调了这些国家登记册及其所包含的数据为免疫生态系统用户群体提供机会情报的能力。第一篇论文阐述了变革的“原因”,以及通过利用成本分担和共同目标的合作伙伴,从第二代系统向第三代系统过渡的真正社区合作道路的必要性。最终目标是建立新的支持技术资产,加快数据的使用,以影响疫苗可预防疾病(VPD)的结果,为支持IIS国家基础设施的公私投资。第二份工作文件载有有待测试的假设(“免疫信息系统的持续和投资模型”),分享了完成移民和创建未来可持续免疫系统的成本和投资战略。
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引用次数: 0
Assessing the eHealth literacy skills of family caregivers of medically ill elderly. 评估患病老年人家庭照护者的电子健康素养技能。
Pub Date : 2019-09-20 DOI: 10.5210/ojphi.v11i2.10149
Ali Soleimaninejad, Saeideh Valizadeh-Haghi, S. Rahmatizadeh
ObjectivesThe purpose of current research is to assess the eHealth literacy level in the family caregivers of the elderly with hypertension and type-II diabetes.MethodsA total of 160 caregivers completed the eHEALS questionnaire. The effect of participants' gender, education, and age on eHealth literacy was evaluated. For evaluation of the correlation between the accession of health information importance and the internet usefulness for decision-making, Spearman's correlation coefficient was applied.ResultsThe participants eHealth literacy mean score was 26.163(SD=8.83). The age of participants had a meaningful impact on the level of eHealth literacy (t=6.074; P<0.001). Furthermore, among variant education levels in terms of eHealth literacy score significant differences existed (F=5.222; P=0.001).DiscussionThe family caregivers have a poor level of eHealth literacy. eHealth information is more important for family caregivers with a higher eHealth literacy, which may be due to their higher skills in obtaining health and medical information from the internet. Caregivers' age should be considered once recommending them for the internet using to obtain health information, as the age was an affecting factor.ConclusionHealth centers and authorities in charge of the elderly health are recommended to train caregivers with proper skills to use online health information, such that the elderly enjoy the benefits, including improved care conditions and savings in terms of treatment costs and time.
目的本研究旨在评估患有高血压和II型糖尿病的老年人的家庭护理人员的电子健康知识水平。方法160名护理人员完成eHEALS问卷调查。评估了参与者的性别、教育程度和年龄对电子健康素养的影响。为了评估健康信息重要性的获取与互联网决策有用性之间的相关性,应用了Spearman相关系数。结果受试者的电子健康素养平均得分为26.163(SD=8.83)。受试者年龄对电子健康素养水平有显著影响(t=6.074;P<0.001)。此外,不同教育水平的受试者在电子健康素养得分方面存在显著差异(F=5.222;P=0.001)。电子健康信息对于电子健康素养较高的家庭护理人员来说更为重要,这可能是因为他们在从互联网获取健康和医疗信息方面具有更高的技能。在推荐护理人员上网获取健康信息时,应考虑他们的年龄,因为年龄是一个影响因素。结论建议卫生中心和负责老年人健康的部门培训护理人员使用在线健康信息的适当技能,使老年人享受到好处,包括改善护理条件,节省治疗成本和时间。
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引用次数: 10
Factors influencing online health information seeking behaviour among patients in Kwahu West Municipal, Nkawkaw, Ghana. 加纳Nkawkaw Kwahu West市患者在线健康信息寻求行为的影响因素。
Pub Date : 2019-09-20 DOI: 10.5210/ojphi.v11i2.10141
Richmond D Nangsangna, F. D. da-Costa Vroom
Over the years, health care delivery and ways of accessing health information have transformed rapidly through the use of technology. The internet has played a key role in this advancement by serving as an important source of health information to people regardless of their location, language or condition. This cross sectional study was conducted in the Kwahu West Municipal to determine factors influencing online health information seeking behaviours among patients. Three hospitals in the municipality were purposively selected for the study. Outpatients attending these facilities were systematically selected and data was collected using structured interviewer administered questionnaire. The study findings revealed that internet usage rate among patients was 85.8%. However, only 35.7% of patients ever used the internet to access health information. Sex, education and average monthly income were significant factors associated with online health information seeking. The study also showed that, computer and internet experience factors increased the probability of using internet for health information. After adjusting for confounding factors; being employed, earning higher income and owning a computer were positive predictors of online health information seeking. It is important to explore other means of reducing the disparity in information access by improving skill and health literacy among the low social class who cannot afford internet ready devices. Health care providers should recognize that patients are seeking health information from the internet and should be prepared to assist and promote internet user skills among their patients.
多年来,通过技术的使用,医疗保健的提供和获取健康信息的方式迅速发生了变化。互联网在这一进步中发挥了关键作用,成为人们健康信息的重要来源,无论他们的位置、语言或状况如何。这项横断面研究在夸湖西区进行,以确定影响患者在线健康信息寻求行为的因素。有目的地选择了该市的三家医院进行研究。对这些机构的门诊患者进行了系统的选择,并使用结构化访谈者管理的问卷收集数据。研究结果显示,患者的互联网使用率为85.8%。然而,只有35.7%的患者使用过互联网来获取健康信息。性别、教育程度和平均月收入是与在线健康信息寻求相关的重要因素。研究还表明,计算机和互联网体验因素增加了使用互联网获取健康信息的概率。调整混杂因素后;就业、收入增加和拥有电脑是在线健康信息寻求的积极预测因素。重要的是,探索其他方法,通过提高负担不起互联网设备的低社会阶层的技能和健康素养来减少信息获取的差距。医疗保健提供者应认识到患者正在从互联网上寻求健康信息,并应准备帮助和提高患者的互联网用户技能。
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引用次数: 30
Process Mining of Incoming Patients with Sepsis. 脓毒症入院患者的流程挖掘。
Pub Date : 2019-09-20 DOI: 10.5210/ojphi.v11i2.10151
Renee M Hendricks
Data mining is a technique for analyzing large amounts of data, in various formats, often called Big Data, in order to gain knowledge about it. The healthcare industry is the next Big Data area of interest as its large variability in patients, their health status and their records which can include image scans, graphical test results, and hand-written physician notes, has been untapped for analysis. In addition to data mining, there is a newer analysis method called process mining. Process mining is similar to data mining in that large data files are reviewed and analyzed, but in this case, event logs specific to a particular process or series of processes, are analyzed. Process mining allows one to understand the initial baseline, determine any bottlenecks or resource constraints, and evaluate a recently implemented change. Process mining was conducted on a hospital event log of patients entering the emergency room with sepsis, to better understand this newer analysis method, to highlight the information discovered, and to determine its role with data mining. Not only did the analysis of the event logs provide process mapping and process analysis, but it also highlighted areas in the clinical operations in need of further investigation, including a possible relationship with patient re-admission and their release method. In addition, the data mining method of creating a histogram, of the process data, was applied, allowing data mining and process mining to be utilized complimentary.
数据挖掘是一种分析各种格式的大量数据的技术,通常被称为大数据,以获得有关它的知识。医疗保健行业是下一个感兴趣的大数据领域,因为它在患者、他们的健康状况和他们的记录(包括图像扫描、图形测试结果和手写的医生笔记)方面具有很大的可变性,尚未开发用于分析。除了数据挖掘,还有一种新的分析方法,称为过程挖掘。流程挖掘类似于数据挖掘,即查看和分析大型数据文件,但在这种情况下,会分析特定流程或一系列流程的特定事件日志。流程挖掘使人们能够了解初始基线,确定任何瓶颈或资源限制,并评估最近实施的更改。对败血症患者进入急诊室的医院事件日志进行了过程挖掘,以更好地理解这种新的分析方法,突出所发现的信息,并通过数据挖掘确定其作用。事件日志的分析不仅提供了过程映射和过程分析,还突出了临床操作中需要进一步调查的领域,包括与患者再次入院及其释放方法的可能关系。此外,还应用了创建过程数据直方图的数据挖掘方法,使数据挖掘和过程挖掘得以互补利用。
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引用次数: 11
Malaria Intermittent Preventive Treatment (IPTi) pharmacovigilance in Malawi: A case of Lilongwe district. 马拉维的疟疾间歇预防治疗药物警戒:利隆圭地区的一例。
Pub Date : 2019-09-20 DOI: 10.5210/ojphi.v11i2.9956
Prestor J Kubalalika
BackgroundIntermittent Preventive Treatment with Sulfadoxine-Pyrimethamine in infants (SP-IPTi) is a malaria control strategy which, together with the delivery of routine childhood immunizations, as recommended by the World Health Organization (WHO) was implemented in Lilongwe district of Malawi from September 2008 to November in 2009. A study was performed by Lilongwe District Health Office (DHO) in collaboration with funding from UNICEF to evaluate the safety of SP-IPTi and identify potential new Adverse Events (AEs) spontaneously identified, reported, monitored and evaluated.MethodsA cohort event monitoring study was conducted on 15, 000 infants in 4 Health Facilities (HFs) after administration of SP-IPTi to infants during routine immunizations. A total of about 50 Community Health Workers (CHWs) and volunteers were trained in pharmacovigilance and were supervised by senior personnel in all the five HFs.Infants received half tablets of SP immediately after receiving DPT-HepB+Hib (Pentavalent) 2 vaccine / (IPTi 1), Pentavalent 3 / (IPTi 2) at 10 and 14 weeks respectively and Measles vaccines/(IPTi 3) at 9 months. These children were recorded and their mothers were given diary cards with pictures of possible AEs. Community Health Workers (CHWs) and volunteers followed up every child after 10 days of administration/registration to collect the diary cards where parents indicated types of AEs observed on their children as well as starting and end dates of such possible AEs.The indicated AEs were entered into a computer database from all the collected diary cards according to HFs. Possible side effects/AEs that were looked for were; persistent crying, fever, vomiting, diarrhoea, skin rashes, abdominal pains, insomnia, nausea, mouth sores, and itching among other related possible side effects.ResultsA total of 15,105 children received the IPTi and were followed in all four health facilities. Out of this, 50.3% (7,594) were male while 49.7% (7, 511) were females. Of these, 19.2% [1247], 95% CI (276-304) developed AEs as follows; 42% persistent crying, 28% fever, 18% vomiting, 5.2% skin rashes and 6.8% presented with other minor symptoms while 80.8% (13,858) did not develop any side effect. 43.2% (1254) of those who showed symptoms were IPTi1 recipients, 35.3% (1022) received IPTi2 while 21.5% (624) were from those who received IPTi3.ConclusionsThis study showed that simultaneous administration of SP-IPTi together with immunizations was a safe strategy for implementation with very minimal serious AEs to infants. In this case therefore, strategies towards strengthening such spontaneous reporting in Malawi should not only be left to service providers but also to beneficiaries or their caregivers.
背景2008年9月至2009年11月,根据世界卫生组织(世界卫生组织)的建议,在马拉维利隆圭地区实施了婴儿用磺胺嘧啶嘧啶间歇性预防治疗(SP-IPTi)和常规儿童免疫接种的疟疾控制策略。利隆圭地区卫生办公室(DHO)与联合国儿童基金会的资助合作进行了一项研究,以评估SP IPTi的安全性,并确定自发识别、报告、监测和评估的潜在新不良事件。方法对4个卫生机构的15000名婴儿进行队列事件监测研究。共有约50名社区卫生工作者(CHW)和志愿者接受了药物警戒培训,并在所有五种HFs的高级人员的监督下进行。婴儿在分别于10周和14周接受DPT-HepB+Hib(五价)2疫苗/(IPTi 1)、五价3/(IPTi 2)和9个月接受麻疹疫苗/(IPT i 3)后立即接受半片SP。这些孩子被记录下来,他们的母亲得到了带有可能AE照片的日记卡。社区卫生工作者(CHW)和志愿者在给药/登记10天后对每个孩子进行随访,收集日记卡,父母在日记卡上注明在孩子身上观察到的不良事件类型以及这些可能的不良事件的开始和结束日期。根据HFs,将所有收集到的日记卡中显示的不良事件输入计算机数据库。可能出现的副作用/不良事件有:;持续哭泣、发烧、呕吐、腹泻、皮疹、腹痛、失眠、恶心、口腔溃疡和瘙痒以及其他相关的可能副作用。结果共有15105名儿童接受了IPTi治疗,并在所有四个卫生机构接受了随访。其中,50.3%(7594)为男性,49.7%(7511)为女性。其中,19.2%[1247],95%CI(276-304)发生AE,如下所示;42%的患者持续哭泣,28%的患者发烧,18%的患者呕吐,5.2%的患者出现皮疹,6.8%的患者有其他轻微症状,而80.8%(13858)的患者没有出现任何副作用。43.2%(1254)出现症状的人是IPTi1受体,35.3%(1022)接受了IPTi2,21.5%(624)来自接受了IPTi3的人。结论本研究表明,同时给予SP IPTi和免疫接种是一种安全的策略,对婴儿的严重AE非常小。因此,在这种情况下,加强马拉维这种自发报告的战略不仅应留给服务提供者,还应留给受益人或其照顾者。
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引用次数: 0
On the Potential, Feasibility, and Effectiveness of Chat Bots in Public Health Research Going Forward. 未来公共卫生研究中聊天机器人的潜力、可行性和有效性
Pub Date : 2019-09-20 DOI: 10.5210/ojphi.v11i2.9998
S. Mierzwa, Samir Souidi, Terrye Conroy, Mohammad Abusyed, Hiroki Watarai, Taammy Allen
This paper will discuss whether bots, particularly chat bots, can be useful in public health research and health or pharmacy systems operations. Bots have been discussed for many years; particularly when coupled with artificial intelligence, they offer the opportunity of automating mundane or error-ridden processes and tasks by replacing human involvement. This paper will discuss areas where there are greater advances in the use of bots, as well as areas that may benefit from the use of bots, and will offer practical ways to get started with bot technology. Several popular bot applications and bot development tools along with practical security considerations will be discussed, and a toolbox that one can begin to use to implement bots will be presented.
本文将讨论机器人,特别是聊天机器人,是否可以在公共卫生研究和卫生或药房系统操作中有用。关于机器人的讨论已经有很多年了;特别是当与人工智能结合在一起时,它们通过取代人工参与,提供了将平凡或错误缠身的流程和任务自动化的机会。本文将讨论在使用机器人方面有较大进步的领域,以及可能从使用机器人中受益的领域,并将提供实用的方法来开始使用机器人技术。将讨论几个流行的bot应用程序和bot开发工具以及实际的安全考虑,并介绍一个可以开始用于实现bot的工具箱。
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引用次数: 16
Improving the Metrics and Data Reporting for Maternal Mortality: A Challenge to Public Health Surveillance and Effective Prevention. 改进孕产妇死亡率的指标和数据报告:对公共卫生监测和有效预防的挑战。
Pub Date : 2019-09-20 DOI: 10.5210/ojphi.v11i2.10012
J. Studnicki, D. Reardon, D. Harrison, J. Fisher, I. Skop
BACKGROUNDThe current measuring metric and reporting methods for assessing maternal mortality are seriously flawed. Evidence-based prevention strategies require consistently reported surveillance data and validated measurement metrics. Main Body: The denominator of live births used in the maternal mortality ratio reinforces the mistaken notion that all maternal deaths are consequent to a live birth and, at the same time, inappropriately inflates the value of the ratio for subpopulations of women with the highest percentage of pregnancies ending in outcomes other than a live birth. Inadequate methods for identifying induced or spontaneous abortion complications assure that most maternal deaths associated with those pregnancy outcomes are unlikely to be attributed. Absent the ability to identify all maternal deaths, and without the ability to differentiate those deaths by specific pregnancy outcomes, existing variations in pregnancy outcome-specific maternal deaths are masked by the use of an aggregated (all outcome) numerator. Under these circumstances, clear and accurate data is not available to inform evidence-based preventive strategies. As the result, algorithms applied for analyzing maternal mortality data may return distorted results Conclusion: Improvement in the effectiveness of maternal mortality surveillance will require: mandatory certification of all fetal losses; linkage of death, birth and all fetal loss (induced and natural) certificates; modification of the structure of the overall maternal mortality ratio to enable pregnancy outcome-specific ratio calculations; development of the appropriate ICD codes which are specific to induced and spontaneous abortions; education for providers on identifying and reporting early pregnancy losses; and, flexible information systems and methods which integrate these capabilities and inform users.
背景目前用于评估孕产妇死亡率的测量指标和报告方法存在严重缺陷。基于证据的预防策略需要一致报告的监测数据和经过验证的测量指标。正文:孕产妇死亡率中使用的活产分母强化了一种错误的观念,即所有孕产妇死亡都是活产造成的,同时,不恰当地夸大了以活产以外的结果结束妊娠的比例最高的妇女亚群体的比率值。识别人工流产或自然流产并发症的方法不足,确保了与这些妊娠结果相关的大多数孕产妇死亡不太可能归因于此。由于无法识别所有孕产妇死亡,也无法通过特定妊娠结局区分这些死亡,妊娠结局特定孕产妇死亡的现有变化通过使用聚合(所有结局)分子来掩盖。在这种情况下,没有明确和准确的数据来为循证预防战略提供信息。因此,用于分析孕产妇死亡率数据的算法可能会返回扭曲的结果。结论:提高孕产妇死亡率监测的有效性需要:强制证明所有胎儿损失;死亡、出生和所有胎儿丢失(诱发和自然)证明的联系;修改总孕产妇死亡率的结构,以便能够计算妊娠结局特异性比率;制定针对人工流产和自然流产的适当ICD代码;对提供者进行识别和报告早孕损失的教育;以及灵活的信息系统和方法,这些系统和方法集成了这些能力并通知用户。
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引用次数: 2
An Information Technology Call to Action to Support Healthy Homes. 支持健康家庭的信息技术行动呼吁。
Pub Date : 2019-09-20 DOI: 10.5210/ojphi.v11i2.10247
K. Croke, Edward Mensah
Advances in information technology over the last decade offer the opportunity to advance the goals of public health advocates to provide safer and healthier home environments. A call to action in public health informatics is needed to realize the benefits of information technology to support healthy home objectives. 
过去十年来,信息技术的进步为实现公共卫生倡导者提出的提供更安全和更健康的家庭环境的目标提供了机会。需要呼吁在公共卫生信息学方面采取行动,以实现信息技术在支持健康家庭目标方面的益处。
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引用次数: 0
Development of a Process and Infrastructure to Outreach Stakeholders for Capturing Healthcare System Stress in Emergency Response Situations. 开发流程和基础设施,以联系利益相关者,在应急情况下应对医疗保健系统压力。
Pub Date : 2019-09-20 DOI: 10.5210/ojphi.v11i2.10048
Taylor L. Read, Elizabeth White, J. P. Cobb, Perry L. Mar, M. Shanmugam, R. Rocha, Sarah Collins Rossetti
Real time data provided by frontline clinicians could be used to direct immediate resources during a public health emergency and inform increased preparedness for future events. The United States Critical Illness and Injury Trials Group Program for Emergency Preparedness (USCIIT-PREP), a group of expert critical care and emergency medicine physicians at various academic medical centers across the US, aims to enhance the national capability of rapid electronic data collection, along with analysis and dissemination of findings. To achieve these aims, USCIIT-PREP created a process for real-time data capture that relies on a curated and engaged network of clinical providers from various geographical regions to respond to short online "Pulse" queries about healthcare system stress. During a period of three years, five queries were created and distributed. The first two queries were used to develop and validate the data collection infrastructure. Results are reported for the last three queries between June 2015 and March 2016. Response rates consistently ranged from 39% to 42%. Our team demonstrated that our system and processes were ready for creation and rapid dissemination of episodic queries for rapid data collection, transmittal, and analysis through a curated national network of clinician responders during a public health emergency. USCIIT-PREP aims to further increase the response rate through additional engagement efforts within the network, to continue to grow the clinician responder database, and to optimize additional query content.
一线临床医生提供的实时数据可用于在突发公共卫生事件期间直接分配资源,并为加强对未来事件的准备提供信息。美国危重疾病和伤害试验小组应急准备计划(USCIIT-PREP)是一个由美国各学术医疗中心的危重护理和急诊医学专家组成的小组,旨在提高国家快速电子数据收集以及分析和传播研究结果的能力。为了实现这些目标,USCIIT-PREP创建了一个实时数据捕获流程,该流程依赖于来自不同地理区域的临床提供者的策划和参与网络,以响应有关医疗保健系统压力的简短在线“脉冲”查询。在三年的时间里,创建并分发了五个查询。前两个查询用于开发和验证数据收集基础设施。报告2015年6月至2016年3月之间的最后三个查询的结果。回应率一直在39%到42%之间。我们的团队证明,我们的系统和流程已准备好创建和快速传播情景查询,以便在突发公共卫生事件期间通过精心策划的全国临床反应人员网络快速收集、传输和分析数据。USCIIT-PREP的目标是通过网络内的额外参与努力进一步提高回复率,继续发展临床医生应答者数据库,并优化其他查询内容。
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Online journal of public health informatics
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