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 D
Explanation
Choice A reason:
Seasonal allergies, also known as allergic rhinitis, can be exacerbated by air pollutants, including ozone. However, individuals with asthma are more severely affected by ozone exposure. Ozone can trigger asthma attacks and worsen symptoms, making it a more critical concern for those with asthma.
Choice B reason:
Mitral valve disease affects the heart’s mitral valve and can lead to symptoms such as shortness of breath and fatigue. While air pollution can impact cardiovascular health, ozone specifically poses a greater risk to individuals with respiratory conditions like asthma rather than those with mitral valve disease.
Choice C reason:
Nasal polyps are noncancerous growths in the nasal passages or sinuses that can cause breathing difficulties and chronic sinus infections. Although air pollutants can irritate the nasal passages, individuals with asthma are more vulnerable to the harmful effects of ozone, which can exacerbate their respiratory symptoms.
Choice D reason:
Asthma is a chronic respiratory condition characterized by inflammation and narrowing of the airways, leading to difficulty breathing. Ozone exposure can significantly worsen asthma symptoms, trigger asthma attacks, and reduce lung function. Therefore, individuals with asthma are especially vulnerable to the effects of ozone.
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.