I have not done a power analysis in a long time, but was asked to do so for a new study. The design is as follows:
- At enrollment, every patient has no diagnosis because conventional testing did not detect any disease
- The patients are then given a new test
- The results of the new test is given to the clinician, who then makes changes to treatment as needed.
- The clinician would then determine whether the test result had a postivie impact on clinical care for the patient (Yes or No)
The goal is to find out what is the sample size needed to detect a positive impact in 10%, 20%, 30%, or 40% in positive clinical impactof the patients. I'm a little confused as to how to do a power analysis based on percentage impact. Any guidance would be well appreciated!