I wonder if there is in part a reverse causation. That is, that people with developing dementia tend to lose their jobs earlier

“Apparently, if you lose your job, the chances of suddenly developing dementia increase. So right now, I’m reluctantly continuing to work because I’m afraid of dementia.

Wait until this guy finds out that hobbies reduce dementia!

The idea that you have to “reluctantly” work is an incorrect correlation.