Missing data are a problem for valid inference in all areas of research.

Substance use disorder researchers routinely report over 20% missing data points.

Before randomization, a thorough real-world discussion of all potential retention threats may improve attendance/adherence.

Adherence and complete data points were each over 90% following implementation of a pre-randomization retention protocol.