I'd say this study is inherently flawed. As I am sure most people know on the Internet these days that just because X states their 'likes' are 'anonymous', doesn't mean they are.
I think the potential reputational damages would still be on the forefront of most people's minds, knowing that at any stage, at the whim of Elon, these will be revealed.