HIM 230 DATA ANALYTICS QUESTIONS AND ANSWERS
A _________ generated scorecard could be used by a manager to monitor readmission rates in order to
track trends and identify opportunities for improvement. - CORRECT ANSWER✅✅Decision support
system
To arrive at information, _________ are required. - CORRECT ANSWER✅✅Data
Average length of stay is an example of a: - CORRECT ANSWER✅✅Descriptive statistic
CMS is using what data analytic technique to assist in pre-payment audits? - CORRECT
ANSWER✅✅Predictive modeling
Exploratory data analysis is primarily used to: - CORRECT ANSWER✅✅Uncover patterns in data
Using claims data for quality measurement is an example of - CORRECT ANSWER✅✅Secondary data
analysis
Determining the patient volume by service line based on ICD-10 code is a ______ use of the ICD-10
code. - CORRECT ANSWER✅✅Secondary
__________ is key to the knowledge discovery process. - CORRECT ANSWER✅✅Data mining
________ data analytics is where health information is captured, reviewed, and used to measure the
quality of care provided. - CORRECT ANSWER✅✅Clinical
The _________ is a management report of process measures - CORRECT 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? - CORRECT 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. - CORRECT ANSWER✅✅True
True or false. Information is single elements that define a specific characteristic about a patient. -
CORRECT 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)? - CORRECT ANSWER✅✅Individual's rights
The accountability framework and decision rights to achieve enterprise information management is
known as: - CORRECT ANSWER✅✅Information governance
This concept includes the process of data governance, patient identification, authorization validation,
amendments and record corrections, and audit validation. - CORRECT ANSWER✅✅Data integrity
The ______________ characteristic of quality data is the data being completely free from any errors? -
CORRECT ANSWER✅✅Accuracy
Which of the following is a traditional HIM role? - CORRECT ANSWER✅✅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. - CORRECT ANSWER✅✅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. - CORRECT ANSWER✅✅True
The mean is an appropriate statistic to use to measure which type of data? - CORRECT
ANSWER✅✅Ratio
Which of the following is an example of structured or discrete data? - CORRECT ANSWER✅✅ICD-10
codes
A _________ generated scorecard could be used by a manager to monitor readmission rates in order to
track trends and identify opportunities for improvement. - CORRECT ANSWER✅✅Decision support
system
To arrive at information, _________ are required. - CORRECT ANSWER✅✅Data
Average length of stay is an example of a: - CORRECT ANSWER✅✅Descriptive statistic
CMS is using what data analytic technique to assist in pre-payment audits? - CORRECT
ANSWER✅✅Predictive modeling
Exploratory data analysis is primarily used to: - CORRECT ANSWER✅✅Uncover patterns in data
Using claims data for quality measurement is an example of - CORRECT ANSWER✅✅Secondary data
analysis
Determining the patient volume by service line based on ICD-10 code is a ______ use of the ICD-10
code. - CORRECT ANSWER✅✅Secondary
__________ is key to the knowledge discovery process. - CORRECT ANSWER✅✅Data mining
________ data analytics is where health information is captured, reviewed, and used to measure the
quality of care provided. - CORRECT ANSWER✅✅Clinical
The _________ is a management report of process measures - CORRECT 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? - CORRECT 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. - CORRECT ANSWER✅✅True
True or false. Information is single elements that define a specific characteristic about a patient. -
CORRECT 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)? - CORRECT ANSWER✅✅Individual's rights
The accountability framework and decision rights to achieve enterprise information management is
known as: - CORRECT ANSWER✅✅Information governance
This concept includes the process of data governance, patient identification, authorization validation,
amendments and record corrections, and audit validation. - CORRECT ANSWER✅✅Data integrity
The ______________ characteristic of quality data is the data being completely free from any errors? -
CORRECT ANSWER✅✅Accuracy
Which of the following is a traditional HIM role? - CORRECT ANSWER✅✅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. - CORRECT ANSWER✅✅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. - CORRECT ANSWER✅✅True
The mean is an appropriate statistic to use to measure which type of data? - CORRECT
ANSWER✅✅Ratio
Which of the following is an example of structured or discrete data? - CORRECT ANSWER✅✅ICD-10
codes
