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 A
Explanation
Choice A: Red tag
A red tag is assigned to patients who require immediate medical attention and intervention to survive. These patients have life-threatening injuries but have a high chance of survival if treated promptly. In this scenario, the client has a respiratory rate of 38, a weak and rapid pulse, and uncontrolled bleeding. These symptoms indicate severe physiological distress and potential shock, necessitating immediate intervention to prevent death. According to NATO triage guidelines, such critical conditions warrant a red tag to prioritize urgent care1.
Choice B: Black tag
A black tag is used for patients who are deceased or have injuries so severe that survival is unlikely even with immediate medical intervention. This category is also known as “expectant” and is used to allocate resources to those with a higher chance of survival. The client in this scenario, despite having severe symptoms, is not described as being beyond the possibility of survival, thus a black tag would not be appropriate1.
Choice C: Green tag
A green tag is assigned to patients with minor injuries who can wait for medical treatment without immediate risk to life. These patients are often referred to as “walking wounded.” The client’s symptoms of a high respiratory rate, weak and rapid pulse, and uncontrolled bleeding are far too severe to be classified under this category. Assigning a green tag would delay critical care, potentially leading to fatal outcomes1.
Choice D: Yellow tag
A yellow tag is for patients who have serious injuries but whose treatment can be delayed without immediate risk to life. These patients need medical attention but are stable enough to wait for a short period. Given the client’s symptoms, particularly the uncontrolled bleeding and signs of shock, delaying treatment could result in rapid deterioration. Therefore, a yellow tag would not be suitable in this case1.