Not necessarily. For there are ways to scientifically test these kinds of things. An example for that is the so called "Aware Study" (Apparently, looking this up now, there's an Aware 2 study going on, interesting)
This study dealt with a small portion of people who, after some accident or sickness, end up in the hospital and clinically dying but then get revived. Some of these people would then talk about out of body experiences, seeing the operation happening from a higher point of view.
The Aware Study tried to test this, aligning with a lot of hospitals, it would place cards in places you couldn't see from anywhere in the room normally, unless you were well, out of body. These cards had numbers on them so when an out of body experience supposedly happened, there'd be something verifiable that the patient couldn't otherwise know about or see in any other way.
I remember the first study giving no result though, over the span of multiple years, there were very few of those in the right place at the right time that had an out of body experience, and none of those few saw the cards.
But, it does pull something that is otherwise seen as a spiritual, metaphysical realm kinda thing and through scientific experimentation, pulling that into a physical light.
There are thus, ways of studying the supposedly metaphysical or spiritual, but I guess, if the study succeeds, it won't at that point be metaphysical or spiritual anymore.