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 ["B","C","E"]
Explanation
Choice A reason:
Assigning the client to a private room is not the priority action in this scenario. The focus should be on decontamination and preventing the spread of the unknown substance to others in the emergency department. Isolation measures can be considered after initial decontamination.
Choice B reason:
Removing the client and transport crew from the Emergency department is a priority action to prevent contamination of the area and exposure to other patients and staff. This step helps contain the potential hazard and ensures the safety of everyone in the department.
Choice C reason:
Contacting the decontamination team is essential for managing the situation. The decontamination team has the expertise and equipment to safely remove the unknown substance from the client and transport crew, reducing the risk of further exposure and contamination.
Choice D reason:
Calling the scene to identify the chemical can be helpful, but it is not the immediate priority. The focus should be on decontamination and ensuring the safety of the client and others. Identifying the chemical can be done concurrently or after initial decontamination efforts.
Choice E reason:
Immediately removing the saturated clothing from the client is a critical step in the decontamination process. Removing contaminated clothing helps reduce the client’s exposure to the substance and prevents further absorption through the skin.
Correct Answer is C
Explanation
Choice A reason:
Developing a survey on teen pregnancies is important for understanding the prevalence and factors contributing to teen pregnancies in the community. However, it is not the most immediate priority intervention. Surveys are useful for data collection but do not provide immediate insights into the overall community health needs.
Choice B reason:
Holding a focus group to discuss immunizations is valuable for gathering community input and addressing concerns about vaccinations. While this is an important public health activity, it is more specific and does not provide a comprehensive overview of the community’s health needs.
Choice C reason:
Performing a windshield survey is a priority intervention for a public health nurse assigned to a new community. This type of survey involves systematically observing the community to gather information about its overall health status, resources, and needs. It provides a broad overview that can inform more targeted interventions and programs.
Choice D reason:
Interviewing the elderly at the senior’s center is important for understanding the specific needs of this population group. However, it is a more focused intervention and does not provide a comprehensive assessment of the entire community’s health needs.