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
Explanation
Choice A reason:
Encouraging clients to make decisions without considering their cultural or social background is not aligned with the principles of client-centered care. Understanding and respecting clients’ cultural and social backgrounds are essential for providing holistic and effective care.
Choice B reason:
Ensuring that care plans are tailored to the individual needs and preferences of clients within their community is the cornerstone of client-centered, community-based care. This approach recognizes the unique circumstances of each client and aims to provide personalized care that meets their specific needs and preferences.
Choice C reason:
Focusing primarily on the medical treatment of diseases within a hospital setting is not consistent with community-based care. Community-based care emphasizes providing healthcare services in the community, addressing social determinants of health, and promoting overall well-being outside of hospital settings.
Choice D reason:
Prioritizing the efficiency of healthcare delivery over patient satisfaction and outcomes is contrary to the principles of client-centered care. While efficiency is important, the primary focus should be on achieving positive health outcomes and ensuring patient satisfaction.
Correct Answer is B
Explanation
Choice A reason:
Assisting a client with a bed bath who has a history of falls is important for maintaining hygiene and preventing skin breakdown. However, this task does not address an immediate physiological need. While it is essential to ensure the safety of clients with a history of falls, this task can be scheduled after more urgent needs are met. The priority in nursing care is to address tasks that have the most immediate impact on a client’s health and safety.
Choice B reason:
Providing a snack to a diabetic client who is feeling lightheaded is the most urgent task. Lightheadedness in a diabetic client can be a sign of hypoglycemia, which requires immediate intervention to prevent serious complications such as loss of consciousness or seizures. Hypoglycemia occurs when blood sugar levels drop too low, and providing a quick source of glucose can help stabilize the client’s condition. This task addresses an immediate physiological need and is critical for the client’s safety and well-being.
Choice C reason:
Feeding a client who has bilateral casts due to upper arm fractures is necessary to ensure the client receives adequate nutrition. However, this task does not address an immediate threat to the client’s health. While it is important to assist clients who are unable to feed themselves, this task can be performed after more urgent needs are addressed. Prioritizing tasks that address immediate physiological needs is essential in nursing care.
Choice D reason:
Ambulating a postoperative client for the first time is important for preventing complications such as deep vein thrombosis, pneumonia, and muscle weakness. Early ambulation is a key component of postoperative care and helps promote recovery. However, this task can be scheduled after addressing more immediate physiological needs. Ensuring the safety and stability of clients with urgent conditions takes precedence over routine postoperative care activities.