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PS1-10: Laboratory Content Area Development Within the Virtual Data Warehouse

机译:PS1-10:虚拟数据仓库中实验室内容区域的开发

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摘要

>Background: HMORN leadership charged several Workgroups to check and describe Virtual Data Warehouse (VDW) data areas, provide observations on data quality across sites, and recommend needed actions. Availability of laboratory (lab) results data in the VDW in a standardized format is desirable, but across HMORN sites, lab content is either incompletely developed or not built at all. Further, there is little consistency across sites with regard to the approach to adding lab content. The work of the VDW Lab Content Area Workgroup (Lab Workgroup) therefore focused on developing a standardized approach to incorporating lab content. We describe development and implementation efforts to create and maintain a standardized lab result content area across HMORN sites.>Methods: The Lab Workgroup identified priorities: class="enumerated" style="list-style-type:decimal">Establishing standardized naming conventions for variables;Determining test results to be initially incorporated;Encouraging site-specific exploration and development of lab information system content as well as lab department contacts;Developing a lab test reference document;Serving as content area experts; andConducting content quality checks.A list of possible tests to incorporate was circulated to HMORN sites. The Lab Workgroup wrote code to generate descriptive data and data checks across sites for glycated hemoglobin (HGBA1C) and serum potassium result content. A lab test metadata table was posted for site data managers to complete.>Results: Incorporation of chemistry tests that were most often requested for research was identified as an initial priority. Microbiology and tumor markers content were other high priority areas. Standardized lab variable naming conventions were determined for the list of initial tests. Results of data checks for HGBA1C and potassium concentration results will focus on describing the extent and quality of these files at sites, as well as identify potential issues to be addressed. Sites were surveyed about the barriers, facilitators, and priority of adding lab content to VDW. Results of all this work as well as an excerpt from the lab test reference document will be presented.>Conclusions: The availability of lab test results information in the VDW in a standardized, extractable format across HMORN sites is a technological advance in data availability and sharing. The work described here will provide important initial insights into the lab content area potential of the HMORN VDW.
机译:>背景:HMORN领导层领导了几个工作组来检查和描述虚拟数据仓库(VDW)数据区域,提供有关跨站点数据质量的观察结果,并建议采取必要的措施。希望以标准化格式在VDW中提供实验室(实验室)结果数据,但是在HMORN站点中,实验室内容要么未完全开发,要么根本没有建立。此外,关于添加实验室内容的方法,各个站点之间几乎没有一致性。因此,VDW实验室内容区域工作组(实验室工作组)的工作重点是开发一种标准化方法来合并实验室内容。我们描述开发和实施工作,以在HMORN网站上创建和维护标准化的实验室结果内容区域。>方法:实验室工作组确定了优先级: class =“ enumerated” style =“ list-style-type :decimal“> <!-list-behavior =枚举前缀-word = mark-type =十进制max-label-size = 0-> 建立变量的标准化命名约定; 确定初步纳入测试结果; 鼓励在特定地点进行实验室信息系统内容的探索和开发以及实验室部门的联系人; 开发实验室测试参考文件; 担任内容领域专家; 进行内容质量检查。 将可能合并的测试列表分发到HMORN网站。实验室工作组编写了代码,以生成描述性数据和跨站点的糖化血红蛋白(HGBA1C)和血清钾结果含量的数据检查。已发布实验室测试元数据表,以供站点数据管理人员完成。>结果:将最常需要进行研究的化学测试纳入标准是首要任务。微生物学和肿瘤标志物含量是其他高度优先领域。确定了用于初始测试列表的标准化实验室变量命名约定。 HGBA1C和钾浓度结果的数据检查结果将着重于描述这些文件在现场的范围和质量,以及确定要解决的潜在问题。对站点进行了调查,了解有关向VDW添加实验室内容的障碍,促进者和优先级。将提供所有这些工作的结果以及摘录自实验室测试参考文件。>结论:在VDW中以标准化,可提取的格式在HMORN站点中提供实验室测试结果信息是一种数据可用性和共享方面的技术进步。此处描述的工作将为HMORN VDW的实验室内容领域潜力提供重要的初步见识。

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