While ITT analysis has its advantages, it also presents some challenges:
- Incomplete Data: Handling missing data can be complex and may require imputation techniques. - Non-compliance Impact: Including non-compliant participants may dilute the observed treatment effect, making the intervention appear less effective than it might be under ideal conditions.