I had to stop at "quasi-experiment"
I'm not sure how you'd blind lack of sleep and that's not the point, so the only issue is lack of randomization.
Much better than an observational study.
For example, productivity and learning would be considered ill-defined. How can you prove more sleep makes you more productive? Since that is difficult, you can instead do a quasi-experiment or case study to observe the effects.