Imagine you've crafted an experiment to evaluate how monetary incentives influence user engagement.
The findings reveal that the group receiving a $10 incentive exhibits a 30% engagement rate, whereas the non-incentivized control group shows a 50% engagement rate.
Can you elucidate these results and propose ways to refine this experimental setup?