Have you ever wondered how to bring fairness to the classroom using "data validation" and "data quality assurance"? We've developed an exciting toolset, built on the foundation of the Peer Review ...

As of January 2026, the Centers for Medicare & Medicaid Services has officially launched its Skilled Nursing Facility Value-Based Purchasing (SNF VBP) Data Validation Process, and randomly selected ...

With an estimated 2.5 billion plus gigabytes of data created every day, people, businesses, governments and organizations of every kind are generating and accessing more information than ever before.

Often these issues are due to problems in data content (i.e., what was or was not submitted, or issues with the collection of original source data), and not necessarily how the data were standardized.

As outlined in this Health Affairs article, the Centers for Medicare and Medicaid Services (CMS) Office of the Actuary released new data showing that national spending reached a total of $3.6 trillion ...