Well, except that it's also common that the people who did the study are often well aware of its limitations, and it's the media that's hyping it up to make a better story. Ignoring disclaimers is how the hype gets started.

Understanding people's incentives will often result in reasons to be suspicious, but suspicions aren't evidence and it's not a shortcut for understanding the science.