Fourth characteristic-veracity or data assurance

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Summarize some practitioners and researchers have introduced a fourth characteristic, veracity, or 'data assurance'. That is, the big data, analytics and outcomes are error-free and credible. Of course, veracity is the goal, not (yet) the reality. Data quality issues are of acute concern in healthcare for two reasons: life or death decisions depend on having the accurate information, and the quality of healthcare data, especially unstructured data, is highly variable and all too often incorrect. (Inaccurate "translations" of poor handwriting on prescriptions are perhaps the most infamous example).

Reference no: EM133692335

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