I don't think there is a need for a new study as Cognitive Reflection Tests are a well-researched subject [1]. I am actually surprised that I got downvoted, as I thought this would be common knowledge.

[1] https://psych.fullerton.edu/mbirnbaum/psych466/articles/Fred...