Data governance principles, data quality dimensions, and master patient index management concepts.
30 cards · basic cards · AI-written, checked twice. Edit anything.
- What is "data governance" in a healthcare organization?
- The overall management of data availability, usability, integrity, and security across an organization
- What is a "data steward"?
- A person responsible for managing and ensuring the quality of a specific data domain within an organization
- What is a "data dictionary"?
- A centralized document defining data elements, their format, and their meaning within a system
- What does "data quality" refer to in health information management?
- The degree to which data is accurate, complete, consistent, and fit for its intended use
- What data quality characteristic refers to data being correct and free from error?
- Accuracy
- What data quality characteristic refers to all required data elements being present?
- Completeness
- What data quality characteristic refers to data being uniform across different systems and time periods?
- Consistency
- What data quality characteristic refers to data being available when needed for decision-making?
- Timeliness
- What data quality characteristic refers to data reflecting the true value of what is being measured?
- Validity
- What data quality characteristic refers to the same data element being captured the same way every time?
- Reliability (reproducibility)
- What is "master data management" (MDM)?
- A discipline for creating a single, consistent view of critical data entities, such as patients or providers, across systems
- What is the purpose of a "data quality management" (DQM) program?
- To continuously monitor, measure, and improve the quality of an organization's data
- What is a "data quality audit"?
- A systematic review of data to identify errors, inconsistencies, and gaps against defined standards
- What is the purpose of the AHIMA Data Quality Management Model?
- To provide a framework for assessing data quality across application, collection, warehousing, and analysis functions
- What is a "data warehouse"?
- A centralized repository that stores integrated data from multiple sources for reporting and analysis
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