[sidewndr46]

I pretty much figure from the title it's self reported and yep: "We gather self-reports from a genotyped sample of thousands of partly related individuals from the Netherland".

And the author summary goes on to state: "Many people experience chills when listening to music, reading poetry, or viewing art. Yet not everyone feels these reactions in the same way.". So the subjects aren't even self reporting the same thing.