HIM 230 - DATA ANALYTICS | 121 QUESTIONS AND
ANSWERS | 2026 UPDATE WITH COMPLETE SOLUTION
A _________ generated scorecard could be used by a manager to monitor
readmission rates in order to track trends and identify opportunities for
improvement. Answer - Decision support system
To arrive at information, _________ are required. Answer - Data
Average length of stay is an example of a: Answer - Descriptive statistic
CMS is using what data analytic technique to assist in pre-payment audits?
Answer - Predictive modeling
Exploratory data analysis is primarily used to: Answer - Uncover patterns in
data
Using claims data for quality measurement is an example of Answer -
Secondary data analysis
Determining the patient volume by service line based on ICD-10 code is a
______ use of the ICD-10 code. Answer - Secondary
__________ is key to the knowledge discovery process. Answer - Data mining
, ________ data analytics is where health information is captured, reviewed, and
used to measure the quality of care provided. Answer - Clinical
The _________ is a management report of process measures Answer -
Dashboard
What concept refers to the process of creating management and oversight of
data assets to support the organization's mission, vision, and values? Answer -
Information governance
True or false. Data modeling is the process of creating documentation to
document any business decisions made on data collection and storage systems
for data. Answer - True
True or false. Information is single elements that define a specific characteristic
about a patient. Answer - False
Which of the following is one of the principles of data stewardship as defined
by the National Committee on Vital and Health Statistics (NCVHS)? Answer -
Individual's rights
The accountability framework and decision rights to achieve enterprise
information management is known as: Answer - Information governance
This concept includes the process of data governance, patient identification,
authorization validation, amendments and record corrections, and audit
validation. Answer - Data integrity
ANSWERS | 2026 UPDATE WITH COMPLETE SOLUTION
A _________ generated scorecard could be used by a manager to monitor
readmission rates in order to track trends and identify opportunities for
improvement. Answer - Decision support system
To arrive at information, _________ are required. Answer - Data
Average length of stay is an example of a: Answer - Descriptive statistic
CMS is using what data analytic technique to assist in pre-payment audits?
Answer - Predictive modeling
Exploratory data analysis is primarily used to: Answer - Uncover patterns in
data
Using claims data for quality measurement is an example of Answer -
Secondary data analysis
Determining the patient volume by service line based on ICD-10 code is a
______ use of the ICD-10 code. Answer - Secondary
__________ is key to the knowledge discovery process. Answer - Data mining
, ________ data analytics is where health information is captured, reviewed, and
used to measure the quality of care provided. Answer - Clinical
The _________ is a management report of process measures Answer -
Dashboard
What concept refers to the process of creating management and oversight of
data assets to support the organization's mission, vision, and values? Answer -
Information governance
True or false. Data modeling is the process of creating documentation to
document any business decisions made on data collection and storage systems
for data. Answer - True
True or false. Information is single elements that define a specific characteristic
about a patient. Answer - False
Which of the following is one of the principles of data stewardship as defined
by the National Committee on Vital and Health Statistics (NCVHS)? Answer -
Individual's rights
The accountability framework and decision rights to achieve enterprise
information management is known as: Answer - Information governance
This concept includes the process of data governance, patient identification,
authorization validation, amendments and record corrections, and audit
validation. Answer - Data integrity
