HIM 230 - DATA ANALYTICS | 121
QUESTIONS AND ANSWERS | 2026
UPDATE WITH COMPLETE SOLUTION
What concept refers to the process of creating management and
oversight of data assets to support the organization's mission, vision,
and values? - ANSWERS-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. - ANSWERS-True
True or false. Information is single elements that define a specific
characteristic about a patient. - ANSWERS-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)? - ANSWERS-Individual's rights
The accountability framework and decision rights to achieve
enterprise information management is known as: - ANSWERS-
Information governance
,This concept includes the process of data governance, patient
identification, authorization validation, amendments and record
corrections, and audit validation. - ANSWERS-Data integrity
The ______________ characteristic of quality data is the data being
completely free from any errors? - ANSWERS-Accuracy
Which of the following is a traditional HIM role? - ANSWERS-Tracking
record completion
True or false. Organization information management is the processes
and functions created by an organization to help plan, organize, and
coordinate people, processes, technology, and content to manage
information systems. - ANSWERS-False
True or false. Structured data is data that is entered into a specific
format that is capable of being read and analyzed without human
intervention. - ANSWERS-True
A _________ generated scorecard could be used by a manager to
monitor readmission rates in order to track trends and identify
opportunities for improvement. - ANSWERS-Decision support system
To arrive at information, _________ are required. - ANSWERS-Data
Average length of stay is an example of a: - ANSWERS-Descriptive
statistic
, CMS is using what data analytic technique to assist in pre-payment
audits? - ANSWERS-Predictive modeling
Exploratory data analysis is primarily used to: - ANSWERS-Uncover
patterns in data
Using claims data for quality measurement is an example of -
ANSWERS-Secondary data analysis
Determining the patient volume by service line based on ICD-10 code
is a ______ use of the ICD-10 code. - ANSWERS-Secondary
__________ is key to the knowledge discovery process. - ANSWERS-Data
mining
________ data analytics is where health information is captured,
reviewed, and used to measure the quality of care provided. -
ANSWERS-Clinical
The _________ is a management report of process measures -
ANSWERS-Dashboard
The mean is an appropriate statistic to use to measure which type of
data? - ANSWERS-Ratio
QUESTIONS AND ANSWERS | 2026
UPDATE WITH COMPLETE SOLUTION
What concept refers to the process of creating management and
oversight of data assets to support the organization's mission, vision,
and values? - ANSWERS-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. - ANSWERS-True
True or false. Information is single elements that define a specific
characteristic about a patient. - ANSWERS-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)? - ANSWERS-Individual's rights
The accountability framework and decision rights to achieve
enterprise information management is known as: - ANSWERS-
Information governance
,This concept includes the process of data governance, patient
identification, authorization validation, amendments and record
corrections, and audit validation. - ANSWERS-Data integrity
The ______________ characteristic of quality data is the data being
completely free from any errors? - ANSWERS-Accuracy
Which of the following is a traditional HIM role? - ANSWERS-Tracking
record completion
True or false. Organization information management is the processes
and functions created by an organization to help plan, organize, and
coordinate people, processes, technology, and content to manage
information systems. - ANSWERS-False
True or false. Structured data is data that is entered into a specific
format that is capable of being read and analyzed without human
intervention. - ANSWERS-True
A _________ generated scorecard could be used by a manager to
monitor readmission rates in order to track trends and identify
opportunities for improvement. - ANSWERS-Decision support system
To arrive at information, _________ are required. - ANSWERS-Data
Average length of stay is an example of a: - ANSWERS-Descriptive
statistic
, CMS is using what data analytic technique to assist in pre-payment
audits? - ANSWERS-Predictive modeling
Exploratory data analysis is primarily used to: - ANSWERS-Uncover
patterns in data
Using claims data for quality measurement is an example of -
ANSWERS-Secondary data analysis
Determining the patient volume by service line based on ICD-10 code
is a ______ use of the ICD-10 code. - ANSWERS-Secondary
__________ is key to the knowledge discovery process. - ANSWERS-Data
mining
________ data analytics is where health information is captured,
reviewed, and used to measure the quality of care provided. -
ANSWERS-Clinical
The _________ is a management report of process measures -
ANSWERS-Dashboard
The mean is an appropriate statistic to use to measure which type of
data? - ANSWERS-Ratio
