A community health nurse is teaching a group of nursing students about descriptive analytics. The nurse recognizes that which of the following best describes the purpose of descriptive analytics in nursing?
To predict future client’s outcomes based on historical data.
To develop new treatment protocols based on client data.
To summarize and interpret historical client data to identify trends and patterns.
To provide real-time monitoring of client’s vital signs.
The Correct Answer is C
Choice A reason:
Predicting future client outcomes based on historical data is the purpose of predictive analytics, not descriptive analytics. Predictive analytics uses statistical models and algorithms to forecast future events or behaviors. Descriptive analytics, on the other hand, focuses on summarizing and interpreting past data.
Choice B reason:
Developing new treatment protocols based on client data is more aligned with prescriptive analytics, which provides recommendations for actions based on data analysis. Descriptive analytics does not develop new protocols but rather helps in understanding and summarizing existing data.
Choice C reason:
Descriptive analytics involves summarizing and interpreting historical client data to identify trends and patterns. This type of analytics helps healthcare providers understand what has happened in the past and can inform decision-making by highlighting key insights and trends. It is a foundational step in data analysis that supports further predictive and prescriptive analytics.
Choice D reason:
Providing real-time monitoring of client’s vital signs is associated with real-time analytics or monitoring systems, not descriptive analytics. Descriptive analytics focuses on analyzing historical data rather than real-time data.
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Correct Answer is C
Explanation
Choice A reason:
Predicting future client outcomes based on historical data is the purpose of predictive analytics, not descriptive analytics. Predictive analytics uses statistical models and algorithms to forecast future events or behaviors. Descriptive analytics, on the other hand, focuses on summarizing and interpreting past data.
Choice B reason:
Developing new treatment protocols based on client data is more aligned with prescriptive analytics, which provides recommendations for actions based on data analysis. Descriptive analytics does not develop new protocols but rather helps in understanding and summarizing existing data.
Choice C reason:
Descriptive analytics involves summarizing and interpreting historical client data to identify trends and patterns. This type of analytics helps healthcare providers understand what has happened in the past and can inform decision-making by highlighting key insights and trends. It is a foundational step in data analysis that supports further predictive and prescriptive analytics.
Choice D reason:
Providing real-time monitoring of client’s vital signs is associated with real-time analytics or monitoring systems, not descriptive analytics. Descriptive analytics focuses on analyzing historical data rather than real-time data.
Correct Answer is B
Explanation
Choice A reason:
“It is a test that determines which activities you feel most comfortable performing” is not entirely accurate. While comfort with activities may be assessed, the primary goal of a functional assessment is to evaluate the client’s ability to perform activities of daily living (ADLs) and instrumental activities of daily living (IADLs).
Choice B reason:
“It is a tool that is used to determine your maximum level of self-sufficiency.” This response accurately reflects the purpose of a functional assessment. The assessment evaluates the client’s ability to perform ADLs and IADLs independently, which helps determine the level of assistance they may need.
Choice C reason:
“It is a tool that is used to assess what services you will need a home health aide to perform for you” is partially correct but not comprehensive. While the assessment can help identify the need for home health aide services, its primary purpose is to evaluate overall self-sufficiency and functional status.
Choice D reason:
“It is a tool used by insurance companies to determine qualifications for medical reimbursement” is not the primary purpose of a functional assessment. Although the results may be used for insurance purposes, the main goal is to assess the client’s functional abilities and needs.