Which of the following is NOT listed as an analysis activity?

• A. Conducts user satisfaction surveys
• B. Tracks health consumer data to establish a weighted case mix to determine nursing personnel allocations
• C. Aggregates multisite research data related to diagnosis and nursing procedures or risk mapping
• D. Applies knowledge discovery methods to warehoused electronic data to build a predictive model of patient falls

Answer: (A)

Analyzing data to support decisions, improve care, and optimize resources is the core idea here. In nursing informatics, analysis activities involve processing and interpreting data for actionable insights—things like using data to determine nursing personnel allocations through a weighted case mix, aggregating data from multiple sites to study diagnoses or procedures and map risks, or applying data mining and knowledge discovery techniques to stored electronic data to build predictive models (such as predicting patient falls).

Conducting user satisfaction surveys, while important for evaluating the user experience and the system’s usability, is not a data analysis activity aimed at deriving clinical or operational insights from the data. It’s more about evaluation of the user interface and satisfaction than about analyzing clinical data to inform decisions.