I am curious as to why we need to have any kind of algorithm at all based on time.

Why can't the votes simply be calculated based on one's HP, and not be affected at all by time as long as it's between 0 minutes and 7 days. I feel like it shouldn't matter whether or not you vote in the first second, or the last second. Your payout should be the same regardless of what others do.