Certificate in Business Data Analytics (CBDA) — Question 76

A clinical research organization is using predictive analytics to improve patient safety and decrease costs on its clinical trials. To ensure that a standard set of tools/techniques is identified and best practices adhered to, teams are required to create scenarios to generate appropriate data for initial analysis. This practice is required because it is almost certain that data will be difficult to come by for most research. Which concern would lead the team to establish scenario development as a required technique?

Answer options

• A. Data reproducibility
• B. Data reliability
• C. Data validity
• D. Data privacy

Correct answer: A

Explanation

The correct answer is A, Data reproducibility, because establishing scenarios helps ensure that the data generated can be consistently reproduced for analysis, which is crucial in clinical research. The other options, while important, do not specifically address the need for generating data that can be consistently reproduced across different trials.