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Exploring Midwives' Need and Intention to Adopt Electronic Integrated Antenatal Care. 探讨助产士采用电子综合产前护理的需求和意向。
Hosizah Markam, Harry Hochheiser, Kuntoro Kuntoro, Hari Basuki Notobroto

Documentation requirements for the Indonesian integrated antenatal care (ANC) program suggest the need for electronic systems to address gaps in existing paper documentation practices. Our goals were to quantify midwives' documentation completeness in a primary healthcare center, understand documentation challenges, develop a tool, and assess intention to use the tool. We analyzed existing ANC records in a primary healthcare center in Bangkalan, East Java, and conducted interviews with stakeholders to understand needs for an electronic system in support of ANC. Development of the web-based Electronic Integrated ANC (e-iANC) system used the System Development Life Cycle method. Training on the use of the system was held in the computer laboratory for 100 midwives chosen from four primary healthcare centers in each of five regions. The Unified Theory of Acceptance and Use of Technology (UTAUT) questionnaire was used to assess their intention to adopt e-iANC. The midwives' intention to adopt e-iANC was significantly influenced by performance expectancy, effort expectancy and facilitating conditions. Age, education level, and computer literacy did not significantly moderate the effects of performance expectancy and effort expectancy on adoption intention. The UTAUT results indicated that the factors that might influence intention to adopt e-iANC are potentially addressable. Results suggest that e-iANC might well be accepted by midwives.

印度尼西亚综合产前保健(ANC)项目的文件要求表明,需要电子系统来解决现有纸质文件实践中的空白。我们的目标是量化初级卫生保健中心助产士的文件完整性,了解文件挑战,开发工具,并评估使用该工具的意愿。我们分析了东爪哇邦卡兰一家初级卫生保健中心现有的ANC记录,并与利益相关者进行了访谈,以了解支持ANC的电子系统的需求。基于web的电子集成ANC (e- iac)系统的开发采用了系统开发生命周期方法。在计算机实验室对从五个地区的四个初级保健中心选出的100名助产士进行了使用该系统的培训。采用技术接受与使用统一理论问卷(UTAUT)来评估他们采用电子信息技术的意向。助产士采用e-iANC的意愿受绩效预期、努力预期和便利条件的显著影响。年龄、受教育程度和计算机知识水平并没有显著调节表现期望和努力期望对收养意向的影响。UTAUT的结果表明,可能影响采用电子信息技术意向的因素是可以解决的。结果表明,助产士很可能会接受e-iANC。
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引用次数: 0
Proficiency of First-Year Podiatric Medical Residents in the Use of Electronic Medical Records. 一年级足科住院医师使用电子病历的熟练程度。
Rebecca Meehan, Jill Kawalec, Bryan Caldwell, David Putman

Objectives: The aim of this study was to survey podiatric residency directors to evaluate the proficiency of first-year podiatric medical residents in the use of electronic medical records and its potential impact on medical care.

Methods: An online survey consisting of Likert-scale, multiple-choice, and open-ended questions was sent via email to 216 podiatric residency directors. Questions were directed toward the level of proficiency in electronic medical records expected at the beginning of residency training and the impact on patient care of residents' inexperience with electronic medical records.

Results: A total of 54 of the 216 podiatric medical residency directors completed the survey. Results indicated that 70.3 percent of respondent directors expected a moderate level of proficiency in the use of electronic medical records; however, 35.2 percent indicated that less than 50 percent of the new residents had experience with electronic medical records prior to starting residency training. Only 51.5 percent of respondent directors felt that the new residents were successful or highly successful in using their hospital's electronic medical record upon arrival, but that figure increased to 98.2 percent upon completion of the first year of residency. Of importance, 29.7 percent of respondent directors reported that inexperience in electronic medical record use resulted in a more-than-average to high impact on patient care, with open-ended responses including concerns about potential HIPAA violations, data breaches, or lost data.

Conclusion: Residency directors deem it important that incoming first-year residents have a basic understanding of electronic medical records and related health informatics concepts; however, in-depth knowledge is not expected because of the high number of software programs available. Nonetheless, nearly one-third of respondents reported that inexperience in electronic medical record use does have a significant impact on patient care.

目的:本研究的目的是调查足科住院医师主任,以评估第一年足科住院医师使用电子病历的熟练程度及其对医疗护理的潜在影响。方法:采用李克特量表、多项选择题和开放式问题组成的在线调查问卷,通过电子邮件向216名足科住院医师主任发送问卷。问题是针对住院医师培训开始时期望的电子病历熟练程度,以及住院医师对电子病历缺乏经验对患者护理的影响。结果:216名足科住院医师主任中,有54名完成问卷调查。结果表明,70.3%的受访主管期望在使用电子病历方面达到中等水平的熟练程度;然而,35.2%的人表示,在开始住院医师培训之前,只有不到50%的新住院医师有过电子病历的经验。只有51.5%的受访主管认为新住院医生在到达医院时成功或非常成功地使用了医院的电子病历,但在完成第一年的住院治疗后,这一数字增加到98.2%。重要的是,29.7%的受访者表示,在电子病历使用方面缺乏经验导致对患者护理的影响超过平均水平,其中开放式回答包括对潜在违反HIPAA、数据泄露或数据丢失的担忧。结论:住院医师主任认为第一年住院医师对电子病历和相关健康信息学概念有基本的了解是很重要的;然而,深入的知识是不需要的,因为有大量的软件程序可用。尽管如此,近三分之一的受访者表示,缺乏使用电子病历的经验确实对患者护理产生了重大影响。
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引用次数: 0
The Development of a Minimum Data Set for an Infertility Registry. 不孕症登记最小数据集的开发。
Masoumeh Abbasi, Leila Ahmadian, Malihe Amirian, Hamed Tabesh, Saeid Eslami

Effective decision making in the healthcare setting is highly dependent on access to reliable and robust data and information. A minimum data set is a standard assessment instrument that is used during the data collection process to ensure that decision makers have access to a consistent set of information. The objective of the current study was to develop a minimum data set for infertility patients that can be employed as the basis for an infertility registry in Iran. A systematic review resulted in the identification of 2,501 articles and 17 patient forms from infertility centers that were relevant to the study objectives. Of these, 10 articles met all the inclusion and exclusion criteria, and 232 data elements were subsequently extracted from these papers. The data elements were classified by three experts and validated via two rounds of a Delphi technique. The accessibility of the data elements was then evaluated during a focus group discussion. Finally, 146 data elements were selected as the minimum data set. The proposed minimum data set could provide the basis for standardization of infertility treatments. Synchronizing the various data sets that are currently in use will be necessary to allow sharing of data across infertility registries.

在医疗保健环境中,有效的决策高度依赖于获得可靠和稳健的数据和信息。最小数据集是在数据收集过程中使用的标准评估工具,以确保决策者能够访问一致的信息集。当前研究的目的是为不孕症患者开发一个最小数据集,可作为伊朗不孕症登记的基础。系统回顾的结果是确定了与研究目标相关的2501篇文章和来自不孕症中心的17例患者表格。其中10篇文章符合所有纳入和排除标准,随后从这些论文中提取232个数据元素。数据元素由三位专家分类,并通过两轮德尔菲技术进行验证。然后在焦点小组讨论期间评估数据元素的可访问性。最后选取146个数据元素作为最小数据集。提出的最小数据集可以为不孕症治疗的标准化提供基础。同步目前正在使用的各种数据集将是必要的,以允许跨不孕症登记处共享数据。
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引用次数: 0
How Confounder Strength Can Affect Allocation of Resources in Electronic Health Records. 混杂因素强度如何影响电子健康记录中的资源分配。
Kristine E Lynch, Brian W Whitcomb, Scott L DuVall

When electronic health record (EHR) data are used, multiple approaches may be available for measuring the same variable, introducing potentially confounding factors. While additional information may be gleaned and residual confounding reduced through resource-intensive assessment methods such as natural language processing (NLP), whether the added benefits offset the added cost of the additional resources is not straightforward. We evaluated the implications of misclassification of a confounder when using EHRs. Using a combination of simulations and real data surrounding hospital readmission, we considered smoking as a potential confounder. We compared ICD-9 diagnostic code assignment, which is an easily available measure but has the possibility of substantial misclassification of smoking status, with NLP, a method of determining smoking status that more expensive and time-consuming than ICD-9 code assignment but has less potential for misclassification. Classification of smoking status with NLP consistently produced less residual confounding than the use of ICD-9 codes; however, when minimal confounding was present, differences between the approaches were small. When considerable confounding is present, investing in a superior measurement tool becomes advantageous.

当使用电子健康记录(EHR)数据时,可能有多种方法可用于测量同一变量,从而引入潜在的混淆因素。虽然通过自然语言处理(NLP)等资源密集型评估方法可以收集到额外的信息并减少残留的混淆,但额外的收益是否抵消了额外资源的额外成本并不是直截了当的。我们评估了使用电子病历时混淆因素错误分类的影响。结合模拟和围绕医院再入院的真实数据,我们认为吸烟是一个潜在的混杂因素。我们比较了ICD-9诊断代码分配,这是一种容易获得的测量方法,但有可能对吸烟状况进行大量错误分类,而NLP是一种确定吸烟状况的方法,比ICD-9代码分配更昂贵和耗时,但错误分类的可能性更小。与使用ICD-9编码相比,使用NLP对吸烟状况进行分类始终产生较少的残留混淆;然而,当存在最小的混淆时,两种方法之间的差异很小。当存在相当大的混淆时,投资于一个更好的测量工具是有利的。
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引用次数: 0
Development of Hospital-based Data Sets as a Vehicle for Implementation of a National Electronic Health Record. 开发基于医院的数据集,作为实施国家电子健康记录的工具。
Leila Keikha, Seyede Sedigheh Seied Farajollah, Reza Safdari, Marjan Ghazisaeedi, Niloofar Mohammadzadeh

Background: In developing countries such as Iran, international standards offer good sources to survey and use for appropriate planning in the domain of electronic health records (EHRs). Therefore, in this study, HL7 and ASTM standards were considered as the main sources from which to extract EHR data.

Objective: The objective of this study was to propose a hospital data set for a national EHR consisting of data classes and data elements by adjusting data sets extracted from the standards and paper-based records.

Method: This comparative study was carried out in 2017 by studying the contents of the paper-based records approved by the health ministry in Iran and the international ASTM and HL7 standards in order to extract a minimum hospital data set for a national EHR.

Results: As a result of studying the standards and paper-based records, a total of 526 data elements in 174 classes were extracted. An examination of the data indicated that the highest number of extracted data came from the free text elements, both in the paper-based records and in the standards related to the administrative data. The major sources of data extracted from ASTM and HL7 were the E1384 and Hl7V.x standards, respectively. In the paper-based records, data were extracted from 19 forms sporadically.

Discussion: By declaring the confidentiality of information, the ASTM standards acknowledge the issue of confidentiality of information as one of the main challenges of EHR development, and propose new types of admission, such as teleconference, tele-video, and home visit, which are inevitable with the advent of new technology for providing healthcare and treating diseases. Data related to finance and insurance, which were scattered in different categories by three organizations, emerged as the financial category. Documenting the role and responsibility of the provider by adding the authenticator/signature data element was deemed essential.

Conclusion: Not only using well-defined and standardized data, but also adapting EHR systems to the local facilities and the existing social and cultural conditions, will facilitate the development of structured data sets.

背景:在伊朗等发展中国家,国际标准为电子健康记录(EHRs)领域的调查和适当规划提供了良好的资源。因此,本研究将HL7和ASTM标准作为提取EHR数据的主要来源。目的:本研究的目的是通过调整从标准和纸质记录中提取的数据集,为国家电子病历提出一个由数据类别和数据元素组成的医院数据集。方法:本比较研究于2017年开展,通过研究伊朗卫生部批准的纸质记录内容和国际ASTM和HL7标准,以提取国家电子病历的最低医院数据集。结果:通过对标准和纸质记录的研究,共提取174个类的526个数据元素。对数据的审查表明,从纸质记录和与行政数据有关的标准中的自由文本元素中提取的数据最多。从ASTM和HL7中提取的数据主要来源是E1384和Hl7V。X个标准。在纸质记录中,零星地从19个表格中提取数据。讨论:通过声明信息的机密性,ASTM标准承认信息的机密性问题是电子健康档案发展的主要挑战之一,并提出了新的入院方式,如电话会议、远程视频和家访,这些都是随着提供医疗保健和治疗疾病的新技术的出现而不可避免的。由三个组织分散在不同类别的有关金融和保险的数据成为金融类别。通过添加身份验证者/签名数据元素来记录提供者的角色和职责被认为是必不可少的。结论:不仅使用定义良好的标准化数据,而且使EHR系统适应当地设施和现有的社会文化条件,将有助于结构化数据集的开发。
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引用次数: 0
Value of Investment as a Key Driver for Prioritization and Implementation of Healthcare Software. 投资价值是医疗保健软件优先排序和实施的关键驱动因素。
Seth A Bata, Terry Richardson

Health systems across the nation are recovering from massive financial and resource investments in electronic health record applications. In the midst of these recovery efforts, implementations of new care models, including accountable care organizations and population health initiatives, are underway. The shift from fee-for-service to fee-for-outcomes and fee-for-value payment models calls for care providers to work in new ways. It also changes how physicians are compensated and reimbursed. These changes necessitate that healthcare systems further invest in information technology solutions. Selecting which information technology (IT) projects are of most value is vital, especially in light of recent expenditures. Return-on-investment analysis is a powerful tool used in various industries to select the most appropriate IT investments. It has proven vital in selecting, justifying, and implementing software projects. Other financial metrics, such as net present value, economic value added, and total economic impact, also quantify the success of expenditures on information systems. This paper extends the concept of quantifying project value to include clinical outcomes and nonfinancial value as investment returns, applying a systematic approach to healthcare software projects. We term this inclusive approach Value of Investment. It offers a necessary extension for application in clinical settings where a strictly financial view may fall short in providing a complete picture of important benefits. This paper outlines the Value of Investment process and its attributes, and uses illustrative examples to explore the efficacy of this methodology within a midsized health system.

全国各地的卫生系统正在从对电子健康记录应用的大量财务和资源投资中恢复过来。在这些恢复工作中,正在实施新的护理模式,包括负责任的护理组织和人口健康倡议。从按服务收费向按结果收费和按价值收费的支付模式转变,要求护理提供者以新的方式开展工作。它还改变了医生的报酬和报销方式。这些变化要求医疗保健系统进一步投资于信息技术解决方案。选择哪些信息技术(IT)项目最有价值是至关重要的,特别是考虑到最近的支出。投资回报分析是一个强大的工具,用于各种行业中选择最合适的IT投资。它已被证明在选择、证明和实现软件项目中是至关重要的。其他财务指标,如净现值、经济增加值和总体经济影响,也量化了信息系统支出的成功程度。本文扩展了量化项目价值的概念,将临床结果和非财务价值作为投资回报包括在内,并将系统方法应用于医疗保健软件项目。我们将这种包容性方法称为“投资价值”。它为临床应用提供了必要的扩展,在临床环境中,严格的财务观点可能无法提供重要益处的完整图景。本文概述了投资过程的价值及其属性,并使用说明性示例来探索这种方法在中型卫生系统中的有效性。
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引用次数: 0
Mapping of Standards to Facilitate Immunization Information Exchange through Two-Dimensional Bar Coding of Vaccine Products. 通过疫苗产品二维条形码促进免疫信息交换的标准制图。
Saira N Haque, Suzanne West, Alan O'Connor

Purpose: A two-dimensional barcode that includes both static information (vaccine identifier) and variable information (expiration date and lot number) can facilitate streamlined documentation and sharing of vaccine administration. We sought to identify how vaccine tracking information in the two-dimensional barcode is represented in systems that are used by pharmacies, providers, and public health agencies.

Methods: We identified and reviewed relevant information technology standards that govern data storage and exchange for providers, pharmacy systems, billing systems, and manufacturers to identify how each system codes the vaccine identifier, expiration date, and lot number. We selected standards commonly used by manufacturers, providers, and pharmacies and mapped the critical vaccine data elements across them. We shared the mapping with stakeholders to identify areas of alignment across standards and discussed how to address misalignment going forward.

Results: Data elements were not consistently formatted in each type of information system. The vaccine lot number and expiration date were consistent, which would facilitate sharing across information systems. However, the way to identify a given vaccine is not consistent in each standard and would require manual entry. This inconsistency is related to the segmentation of the National Drug Code into three components. Therefore, vaccine identification methods differ across the systems governed by different standards.

Conclusion: Patient safety can be enhanced by automated verification of the vaccine ordered versus the vaccine administered. Immunizers' back-end systems would benefit from automated documentation and reporting.

目的:包含静态信息(疫苗标识符)和可变信息(有效期和批号)的二维条形码可促进简化文件记录和疫苗管理的共享。我们试图确定二维条形码中的疫苗跟踪信息如何在药店、供应商和公共卫生机构使用的系统中表示。方法:我们确定并审查了管理供应商、药房系统、计费系统和制造商的数据存储和交换的相关信息技术标准,以确定每个系统如何编码疫苗标识符、有效期和批号。我们选择了制造商、供应商和药房常用的标准,并将关键的疫苗数据元素映射到它们之间。我们与涉众共享映射,以确定跨标准的校准区域,并讨论如何解决未来的不校准。结果:各类信息系统的数据元素格式不一致。疫苗批号和有效期是一致的,这将促进信息系统之间的共享。然而,每种标准中确定特定疫苗的方法并不一致,需要人工输入。这种不一致与《国家药品法典》分为三个部分有关。因此,疫苗鉴定方法在不同标准管辖的系统中存在差异。结论:订购疫苗与接种疫苗的自动验证可提高患者安全性。免疫接种的后端系统将受益于自动化文档和报告。
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引用次数: 0
Comparison of ICD-9-CM to ICD-10-CM Crosswalks Derived by Physician and Clinical Coder vs. Automated Methods. ICD-9-CM与ICD-10-CM人行横道的比较,由医生和临床编码器与自动方法得出。
J. Simeone, Xinyue Liu, T. Bhagnani, M. Reynolds, J. Collins, E. Bortnichak
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引用次数: 2
An Electronic Health Record Data-driven Model for Identifying Older Adults at Risk of Unintentional Falls. 识别老年人意外跌倒风险的电子健康记录数据驱动模型
Adam Baus, Jeffrey Coben, Keith Zullig, Cecil Pollard, Charles Mullett, Henry Taylor, Jill Cochran, Traci Jarrett, Dustin Long

Screening for risk of unintentional falls remains low in the primary care setting because of the time constraints of brief office visits. National studies suggest that physicians caring for older adults provide recommended fall risk screening only 30 to 37 percent of the time. Given prior success in developing methods for repurposing electronic health record data for the identification of fall risk, this study involves building a model in which electronic health record data could be applied for use in clinical decision support to bolster screening by proactively identifying patients for whom screening would be beneficial and targeting efforts specifically to those patients. The final model, consisting of priority and extended measures, demonstrates moderate discriminatory power, indicating that it could prove useful in a clinical setting for identifying patients at risk of falls. Focus group discussions reveal important contextual issues involving the use of fall-related data and provide direction for the development of health systems-level innovations for the use of electronic health record data for fall risk identification.

由于就诊时间有限,初级保健机构对意外跌倒风险的筛查仍然很低。全国性的研究表明,照顾老年人的医生只有30%到37%的时间提供推荐的跌倒风险筛查。鉴于先前在开发将电子健康记录数据重新用于识别跌倒风险的方法方面取得的成功,本研究涉及建立一个模型,在该模型中,电子健康记录数据可以应用于临床决策支持,通过主动识别筛查有益的患者并专门针对这些患者进行筛查,从而加强筛查。最后一个模型由优先级和扩展措施组成,显示出适度的歧视性,表明它可以在临床环境中用于识别有跌倒风险的患者。焦点小组讨论揭示了涉及使用跌倒相关数据的重要背景问题,并为卫生系统级创新的发展提供了方向,以便使用电子健康记录数据进行跌倒风险识别。
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引用次数: 0
National Survey on Doctoral-Level Education in Health Information Management: Perceptions and Rationale. 全国卫生信息管理博士水平教育调查:看法和基本原理。
Angela L Morey, Shannon H Houser, Janelle Wapola

Objective: The purpose of this survey was to understand the perceptions and educational goals of the health information management (HIM) workforce in regard to pursuing doctoral-level degrees.

Method: Survey data were collected from members of the American Health Information Management Association (AHIMA) to gain further insight into their interest in pursuing a doctoral degree, their reasons for obtaining such a degree, their methods of learning, and their financial support for an advanced degree. Descriptive characteristics were collected from AHIMA profile information.

Results: A total of 13,020 surveys were electronically sent to selected AHIMA members, of which 1,453 were returned, for an 11 percent response rate. Of the 651 respondents who indicated that they were interested in obtaining a doctoral-level degree, close to half would like to start their doctoral-level study in the next one to five years.

Discussion: This research points to recommendations for efforts to increase student funding opportunities, to increase the number of accredited HIM schools/programs, to create opportunities for doctoral-level study in HIM, to offer options for blended online learning, and to increase the number of doctorally prepared and qualified HIM faculty.

目的:本调查的目的是了解卫生信息管理(HIM)工作人员对攻读博士学位的看法和教育目标。方法:从美国健康信息管理协会(AHIMA)的成员中收集调查数据,以进一步了解他们对攻读博士学位的兴趣、获得博士学位的原因、他们的学习方法以及他们对高级学位的经济支持。从AHIMA概要信息中收集描述性特征。结果:共有13020份调查以电子方式发送给选定的AHIMA成员,其中1453份被退回,回复率为11%。在651名表示有兴趣获得博士学位的受访者中,接近一半的人希望在未来一到五年内开始他们的博士学位学习。讨论:本研究提出了增加学生资助机会的建议,增加认可的高等教育管理学院/项目的数量,为高等教育管理学院博士水平的研究创造机会,提供混合在线学习的选择,以及增加有博士准备和合格的高等教育管理学院教师的数量。
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引用次数: 0
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