I went out of my way to structure my classes so that there was no reason for students to lie to me about anything (basically, it would just never make any difference in their course outcomes).

I had gotten really sick of students claiming family members had died right before an exam and I never wanted to call them on it, because of how horrible it would be to be wrong.