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What is the name of the bias caused by the fame of a person on subject matters they are not experts on?

E.g: If a celebrity they like talks about climate change, people might tend to read, discuss, and follow their views as opposed to that of an educated climate scientist.

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I don't believe that there is a cognitive bias that has been accepted by the scientific community that fits your fact pattern. You can look for a matching cognitive bias yourself in this list:

https://en.wikipedia.org/wiki/Overconfidence_effect#Better-than-average_effects

I don't see one. In fact, I don't even think people would believe a celebrity over an educated climate scientist on the current status of climate change. It may help the person remember the ad or public announcement because a celebrity was the one to announce it but I doubt the credibility of the celebrity exceeds that of the scientist.

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