International Affairs and Best Practice Guidelines Centre, Registered Nurses' Association of Ontario, Toronto, Ontario, Canada.
J Am Med Inform Assoc. 2020 May 1;27(5):776-782. doi: 10.1093/jamia/ocaa031.
A comprehensive data quality assessment is necessary to expand a nursing database that is designed for evaluating the impact of implementing Best Practice Guidelines (BPG) developed by the Registered Nurses' Association of Ontario (RNAO). This case report presents a method to standardize data quality assessments of the Nursing Quality Indicators for Reporting and Evaluation (NQuIRE) database by developing a data quality framework (DQF) and assessing key dimensions of the framework using a data quality index (DQI). The data quality index is a single key performance metric for assessing the quality of the database. The aims of sharing this case report are 2-fold: (1) to promote best practices for assessing data quality by developing and implementing a data quality framework and (2) to demonstrate an unprecedented method of assessing the data quality of a nursing database.
为了评估安大略注册护士协会(RNAO)制定的最佳实践指南(BPG)的实施效果,需要对护理数据库进行全面的数据质量评估。本病例报告介绍了一种通过开发数据质量框架(DQF)和使用数据质量指数(DQI)评估框架的关键维度来标准化护理质量指标报告和评估(NQuIRE)数据库的数据质量评估方法。数据质量指数是评估数据库质量的单一关键绩效指标。分享本病例报告的目的有两个:(1)通过开发和实施数据质量框架来促进数据质量评估的最佳实践;(2)展示评估护理数据库数据质量的一种前所未有的方法。