are you collecting data from the same person?
That would be how I would devise the experiment.
That would eliminate the variation due to people.
You can see how the same person sleeps before and after they make their decision.
That's a paired diff experiment.
Otherwise it's a 2 sample mean test with indep samples.
And you should always consult with the statistician prior to collecting the data.