This is part one of an excerpt from Chapter 4: Data Quality and Measurement, from the book Measuring Data Quality for Ongoing Improvement: A Data Quality Assessment Framework by Laura ...

Data profiling is a specific kind of data analysis used to discover and characterize important features of data sets. Profiling provides a picture of data structure, content, rules and relationships ...

As the push to integrate artificial intelligence and increase interoperability evolves, Clinical Architecture sees a dire need for tools that can assess the quality of healthcare data. Poor quality ...

In the eyes of many, data -- clean, clear and accurate data -- rules the universe. When data suffers from poor quality, however, both the business and its customers can suffer. And even when data is ...