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.
Free Nursing Test Bank
- Free Pharmacology Quiz 1
- Free Medical-Surgical Quiz 2
- Free Fundamentals Quiz 3
- Free Maternal-Newborn Quiz 4
- Free Anatomy and Physiology Quiz 5
- Free Obstetrics and Pediatrics Quiz 6
- Free Fluid and Electrolytes Quiz 7
- Free Community Health Quiz 8
- Free Promoting Health across the Lifespan Quiz 9
- Free Multidimensional Care Quiz 10
View Related questions
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 C
Explanation
Choice A reason:
“It’s not unusual to feel that way at first, but once you learn the routine, you’ll enjoy it.” While this response acknowledges the client’s feelings, it does not provide specific information about the benefits of cardiac rehabilitation. The client needs to understand how rehabilitation can help them recover and improve their quality of life.
Choice B reason:
“Diet and exercise are good for you and good for your heart.” This statement is true but too general. It does not address the client’s specific concerns about the purpose and benefits of cardiac rehabilitation. The client needs more detailed information about how the program can help them.
Choice C reason:
“Cardiac rehabilitation cannot undo the damage to your heart but it can help you get back to your previous level of activity safely.” This response directly addresses the client’s concerns and provides clear information about the benefits of cardiac rehabilitation. It explains that while the damage cannot be reversed, rehabilitation can help the client regain strength, improve cardiovascular health, and safely return to their daily activities.
Choice D reason:
“Your doctor is the expert here, and I’m sure they would only recommend what is best for you.” While this statement supports the doctor’s recommendation, it does not provide the client with specific information about the benefits of cardiac rehabilitation. The client needs to understand how the program can help them personally.