What study design features strengthen the credibility of a training ROI analysis?

• A. Use qualitative feedback alone.
• B. Rely on self-reported outcomes.
• C. Use only short-term measures and anecdotal evidence.
• D. Use pre/post measurements, include a control or comparison group, randomization if possible, valid data sources, and long-term follow-up.

Answer: (D)