In reply to Jonathan Hughes.

Thanks for sharing your approach, it sounds very effective and flexible to fit in any classroom. When you said, "Students who do not contribute much to data collection usually do poorly on the write up.", I feel they just do the bare minimum regardless of activity/course and just want to get through. Your technique pinpoints the students who do the work and should therefore receive the grades.