Data Integrity and Quality Flashcards
7 cards from real RHIT practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 7 Data Integrity and Quality flashcards as text
Which standard terminology is most commonly used to capture clinical concepts for interoperability across health systems?
Answer: SNOMED CT
SNOMED CT is a comprehensive clinical terminology designed for interoperability and semantic consistency across different health information systems.
What is the purpose of a 'data quality dashboard' in a health system?
Answer: To provide ongoing visual monitoring of key data quality metrics across departments
A data quality dashboard aggregates and visualizes quality metrics so HIM leaders can monitor trends and identify areas needing improvement.
Which regulatory requirement most directly drives the need for data integrity controls in electronic health records?
Answer: HIPAA Security Rule
The HIPAA Security Rule requires covered entities to implement safeguards that protect the integrity of electronic protected health information.
Which technique helps identify relationships and patterns in health data that may indicate data quality problems?
Answer: Data profiling
Data profiling analyzes the structure, content, and relationships within a dataset to detect anomalies and quality issues.
A hospital's coding team notices that certain diagnosis codes are never used despite being clinically relevant for their patient population. This may indicate a problem with:
Answer: Data completeness in code assignment
Underuse of relevant codes suggests that conditions are not being captured in the documentation or coding process, reducing completeness.
In the context of EHR data integrity, what does a 'hash value' (checksum) verify?
Answer: That a data record has not been altered since the hash was generated
A hash value is a unique fixed-length string generated from data; any change to the data produces a different hash, detecting tampering.
Which of the following BEST describes the role of clinical documentation improvement (CDI) in data quality?
Answer: CDI specialists work with physicians to ensure documentation accurately and completely reflects the patient's clinical status
CDI bridges the gap between clinical documentation and accurate coding by querying physicians to clarify and complete their documentation.