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:
The use of antibiotics to fight infections significantly improved health outcomes and reduced mortality rates from bacterial infections. However, antibiotics were not widely available until the mid-20th century. The dramatic increase in life expectancy began earlier, largely due to improvements in public health measures.
Choice B reason:
Sanitation and other public health activities were most responsible for the dramatic increase in life expectancy during the twentieth century. Improvements in sanitation, such as clean water supply, sewage treatment, and waste disposal, drastically reduced the incidence of infectious diseases. Public health initiatives, including vaccination programs and health education, also played a crucial role in preventing disease and promoting health.
Choice C reason:
Technology increases in the field of medical laboratory research have contributed to advancements in medical knowledge and treatment. While these technological advancements have improved diagnostic capabilities and treatment options, they were not the primary drivers of the initial increase in life expectancy during the early 20th century.
Choice D reason:
Advances in surgical techniques and procedures have significantly improved outcomes for many medical conditions. However, these advances primarily benefited individuals who had access to surgical care and did not have as widespread an impact on overall life expectancy as public health measures did.
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.