It's an experimental study. These designs attempt to create a treatment and control to account for this problem.

Others in the thread point out how it's not easy to implement, but there is a methodological attempt at casual inference in the design.

But causation requires correlation. In general, I think it's unhelpful to point out something so basic to or about professional research, researchers are well aware of it.