Informatics Nurse Test Nursing Informatics Data Analytics and Outcomes 1

Question 1

In nursing informatics, which term describes the process of transforming raw clinical data into actionable knowledge?

Accepted Answer

The DIKW (Data-Information-Knowledge-Wisdom) framework

Answer

Data warehousing

Answer

Normalization

Answer

Encryption

Question 2

Which analytics approach uses historical clinical data to identify what happened in a patient population?

Accepted Answer

Descriptive analytics

Answer

Predictive analytics

Answer

Prescriptive analytics

Answer

Cognitive analytics

Question 3

An informatics nurse is building a falls dashboard. Which data source would provide the MOST relevant outcome data?

Accepted Answer

Incident reporting system linked to EHR fall risk assessments

Answer

Financial billing records

Answer

Staff scheduling system

Answer

Vendor support ticket log

Question 4

The National Database of Nursing Quality Indicators (NDNQI) collects data on nursing-sensitive indicators to:

Accepted Answer

Benchmark nursing unit performance against national standards and improve patient outcomes

Answer

Track physician billing performance

Answer

Monitor medication costs

Answer

Manage nurse licensure renewals

Question 5

A nursing informatics specialist is interpreting a control chart. Data points outside the control limits indicate:

Accepted Answer

Special cause variation requiring investigation

Answer

Normal random variation

Answer

Data entry errors only

Answer

Seasonal staffing patterns

Question 6

Which data governance principle ensures that the same clinical data element means the same thing across all systems?

Accepted Answer

Data standardization

Answer

Data provenance

Answer

Data masking

Answer

Data replication