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:
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.
Correct Answer is B
Explanation
Choice A reason:
Decreasing bright lights can help alleviate discomfort for the client, especially if they are experiencing photophobia, which is common in meningitis. However, this action does not address the immediate need to prevent the spread of infection. While it is a supportive measure, it is not the first priority in managing a client with suspected meningitis.
Choice B reason:
Implementing droplet precautions is the first priority when a client presents with symptoms suggestive of meningitis, such as a severe headache, stiff neck, and positive Kernig’s and Brudzinski’s signs. Meningitis can be caused by bacterial infections that are highly contagious and spread through respiratory droplets. Initiating droplet precautions helps prevent the transmission of the infection to other clients and healthcare workers, making it the most critical initial action.
Choice C reason:
Initiating IV access is important for administering medications and fluids, but it is not the first priority. Ensuring the safety of others by implementing droplet precautions takes precedence. Once precautions are in place, the nurse can proceed with establishing IV access to facilitate further treatment.
Choice D reason:
Administering antibiotics is crucial in the treatment of bacterial meningitis, but it should be done after droplet precautions are in place to prevent the spread of infection. Prompt antibiotic therapy is essential, but the initial step must focus on infection control measures to protect others from exposure.
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