I’ve seen a lot of modern studies with questionable data collection. It was a significant portion of a few of my psych and sociology classes in college.

The nature of this study would suggest to me that they take it into account as it doesn’t feel like it’s pushing an agenda, but it’s still good to be skeptical. Especially with regards to such vague and difficult to assess responses.