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.
Nursing Test Bank
Naxlex Comprehensive Predictor Exams
Related Questions
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.
Correct Answer is B
Explanation
Choice A reason:
Administering thrombolytics is not the first action the nurse should take. Thrombolytics are used to treat ischemic strokes, but their administration requires a thorough assessment and confirmation of the diagnosis through imaging studies. Immediate action is needed to ensure the client’s safety and initiate the stroke protocol.
Choice B reason:
Calling for help is the first action the nurse should take. The client is exhibiting signs of a possible stroke, and immediate medical intervention is required. Calling for help ensures that the stroke team or emergency response team is activated promptly to provide the necessary care.
Choice C reason:
Providing the client with water to test the gag reflex is not appropriate in this situation. The client may have difficulty swallowing, and giving water could lead to aspiration. The priority is to ensure the client’s safety and initiate the stroke protocol.
Choice D reason:
Performing carotid massage is not indicated for a client with new right-sided weakness and slurred speech. Carotid massage is used to manage certain types of arrhythmias, but it is not appropriate for suspected stroke. The focus should be on immediate assessment and intervention.
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