Ad clicks are studied pretty extensively. A good search term is "compulsive clickers." The cariacature-with-a-bit-of-truth version is less-educated older white woman in Iowa. The heavy clicking user population, roughly 4% of users, is generally believed to contribute more than a majority of total clicks.

This is as well-studied as you'd expect of clearly quantifiable data worth billions of dollars, and remains socially contentious.