How does reviewing past wave counts improve future analysis?

Reviewing past counts reveals which patterns worked and which failed under specific conditions. Tracking alternate counts and outcomes sharpens accuracy. Ignoring review slows growth. How has reviewing past wave counts improved your analysis?