CPHIMS CPHIMS Data Analytics and Reporting Questions and Answers 1

Question 1

Which type of analytics uses historical healthcare data to describe what has already happened?

Accepted Answer

Descriptive analytics

Answer

Descriptive analytics summarizes past data—such as patient volumes, readmission rates, or revenue trends—to answer the question 'What happened?'

Question 2

A clinical data warehouse differs from an operational EHR database PRIMARILY because it is:

Accepted Answer

Optimized for querying and reporting across large historical datasets

Answer

A clinical data warehouse is structured for analytical queries across large historical datasets, whereas operational databases are optimized for fast transactional updates.

Question 3

In healthcare data analytics, 'data governance' PRIMARILY refers to:

Accepted Answer

Policies and processes ensuring data quality, security, and appropriate use across the organization

Answer

Data governance establishes the policies, standards, roles, and responsibilities that ensure healthcare data is accurate, consistent, secure, and used appropriately.

Question 4

Which standard is MOST commonly used to represent clinical observations and measurements in healthcare data exchange?

Accepted Answer

LOINC

Answer

LOINC (Logical Observation Identifiers Names and Codes) is the universal standard for identifying clinical observations, laboratory tests, and measurements.

Question 5

Key Performance Indicators (KPIs) in a hospital dashboard BEST serve to:

Accepted Answer

Track progress toward strategic organizational goals through measurable metrics

Answer

KPIs are quantifiable metrics aligned to strategic goals that allow hospital leadership to monitor performance and make data-driven decisions.

CPHIMS Exam Practice Test

CPHIMS Exam Practice Test

CPHIMS CPHIMS Data Analytics and Reporting Questions and Answers 1