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 A
Explanation
Choice A reason:
Hypertension is a common manifestation of increased intracranial pressure (ICP). As ICP rises, the body attempts to maintain cerebral perfusion by increasing blood pressure. This compensatory mechanism helps ensure that the brain continues to receive adequate blood flow despite the elevated pressure.
Choice B reason:
Tinnitus, or ringing in the ears, is not a typical manifestation of increased ICP. While it can be a symptom of various conditions, it is not specifically associated with elevated intracranial pressure.
Choice C reason:
Hypotension, or low blood pressure, is not a manifestation of increased ICP. In fact, the body typically responds to increased ICP with hypertension to maintain cerebral perfusion. Hypotension would be concerning for other reasons but is not indicative of elevated intracranial pressure.
Choice D reason:
Tachycardia, or an increased heart rate, is not a primary manifestation of increased ICP. While changes in heart rate can occur with severe neurological conditions, hypertension is a more direct indicator of elevated intracranial pressure.
Correct Answer is B
Explanation
Choice a reason:
A negative-pressure isolation room is designed to prevent the spread of airborne infectious diseases by ensuring that air flows into the room but not out of it. This type of room is typically used for patients with diseases such as tuberculosis, measles, or COVID-19, which are spread through airborne particles. Scabies, however, is spread through direct skin-to-skin contact or by sharing personal items like bedding or clothing. Therefore, a negative-pressure isolation room is not necessary for a patient with scabies, as the primary mode of transmission is not airborne.
Choice b reason:
A private room is the most appropriate setting for a client with scabies. Scabies is highly contagious and can spread through direct skin-to-skin contact or by sharing personal items. Placing the client in a private room helps to prevent the spread of the mites to other patients and staff. In a private room, the client can be isolated effectively, and healthcare workers can implement contact precautions, such as wearing gloves and gowns, to minimize the risk of transmission. This approach ensures that the client receives appropriate care while protecting others from potential exposure.
Choice c reason:
A semi-private room with a client who has pediculosis capitis (head lice) is not suitable for a client with scabies. Although both conditions involve infestations, they are caused by different parasites and have different modes of transmission. Pediculosis capitis is spread through direct contact with infested hair or personal items, while scabies is spread through prolonged skin-to-skin contact. Placing a client with scabies in a semi-private room with another infested patient increases the risk of cross-contamination and further spread of both conditions. Therefore, this option is not recommended.
Choice d reason:
A positive-pressure isolation room is designed to protect immunocompromised patients from airborne pathogens by ensuring that air flows out of the room but not into it. This type of room is used for patients who need to be protected from infections, such as those undergoing chemotherapy or with severe immune deficiencies. Since scabies is not an airborne disease and does not pose a risk to immunocompromised patients in this manner, a positive-pressure isolation room is not appropriate for a client with scabies. The primary concern with scabies is preventing direct contact transmission, which is best managed in a private room.