AMIA Annu Symp Proc - Electronic laboratory data quality and the value of a health information exchange to support public health reporting processes.

Tópicos

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{ model(2656) set(1616) predict(1553) }
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{ age(1611) year(1155) adult(843) }
{ signal(2180) analysi(812) frequenc(800) }
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{ detect(2391) sensit(1101) algorithm(908) }

Resumo

There is increasing interest in leveraging electronic health data across disparate sources for a variety of uses. A fallacy often held by data consumers is that clinical data quality is homogeneous across sources. We examined one attribute of data quality, completeness, in the context of electronic laboratory reporting of notifiable disease information. We evaluated 7.5 million laboratory reports from clinical information systems for their completeness with respect to data needed for public health reporting processes. We also examined the impact of health information exchange (HIE) enhancement methods that attempt to improve completeness. The laboratory data were heterogeneous in their completeness. Fields identifying the patient and test results were usually complete. Fields containing patient demographics, patient contact information, and provider contact information were suboptimal. Data processed by the HIE were often more complete, suggesting that HIEs can support improvements to existing public health reporting processes.

Resumo Limpo

increas interest leverag electron health data across dispar sourc varieti use fallaci often held data consum clinic data qualiti homogen across sourc examin one attribut data qualiti complet context electron laboratori report notifi diseas inform evalu million laboratori report clinic inform system complet respect data need public health report process also examin impact health inform exchang hie enhanc method attempt improv complet laboratori data heterogen complet field identifi patient test result usual complet field contain patient demograph patient contact inform provid contact inform suboptim data process hie often complet suggest hie can support improv exist public health report process

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