The correct answer is: No, because the lack of assignment of communities to different levels of country music listening means there is a possibility of lurking variables.
Causation can only be determined in this case if the researchers randomly assigned different amounts of country music to different communities. They did not do this, so the study design doesn’t rule out lurking variables.