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:
A nurse clinician typically provides direct patient care in clinical settings such as hospitals or clinics. While they may be involved in health promotion, their primary role is not focused on workplace health and safety.
Choice B reason:
A public health nurse works to improve the health of populations and communities. They focus on public health initiatives and may work in various settings, but their role is broader than the specific focus on workplace health and safety.
Choice C reason:
A community nurse specialist provides specialized care within a community setting. While they may engage in health promotion, their role is not specifically tied to workplace health and safety.
Choice D reason:
An occupational health nurse focuses on health promotion and safety within the workplace. They work to prevent work-related injuries and illnesses, promote healthy work environments, and provide care for employees. This role aligns with the description of a nurse working in health promotion and safety for an automotive plant.
Correct Answer is ["B","C","D","E"]
Explanation
Choice A reason:
While epidemiology provides valuable data that can inform public health policies and legislation, it does not directly interpret legislation. The role of epidemiology is to gather and analyze data on health outcomes, which can then be used by policymakers to create informed legislation. Therefore, this statement does not accurately reflect the primary functions of epidemiology.
Choice B reason:
Epidemiology evaluates the effectiveness of nursing interventions by analyzing data on health outcomes before and after the implementation of specific interventions. This helps determine whether the interventions are successful in improving health and reducing disease incidence. Community health nurses rely on this data to make evidence-based decisions and improve their practice.
Choice C reason:
Epidemiology analyzes and examines the root causes of health outcomes by studying patterns, causes, and effects of health and disease conditions in populations. This analysis helps identify risk factors and underlying causes of diseases, which is essential for developing effective prevention and intervention strategies.
Choice D reason:
Epidemiology defines the burden of disease and determinants of health by quantifying the incidence, prevalence, and impact of diseases within a population. This information is crucial for public health planning and resource allocation, as it highlights the most pressing health issues and their contributing factors.
Choice E reason:
Epidemiology relates to the health status of a population by providing comprehensive data on health trends, disease outbreaks, and overall health outcomes. This information helps community health nurses understand the health needs of their populations and tailor their interventions accordingly.