It's also unbelievable that these groups don't differ in frequency of having Covid, vaccination rates, likelihood of having had Covid in 2020 vs. post vaccination, etc. Since we know vaccination has some protective effect against long-covid, that's another factor.
This doesn't mean these reports reflect underlying reality permanently (maybe a desk jockey reports disability differently than someone with a physically demanding job, maybe other factors make people less likely to report). But there are plenty of ways education can predict outcomes that aren't just reporting bias.
It's not far-fetched to assume that this substance is not atypical and educated people make in general more health-conscious choices.
Reason: College grads are more likely to get vaccinated against COVID than non-grads. Leading to a reduction in symptom severity and perhaps long covid.
https://healthpolicy.usc.edu/evidence-base/education-is-now-...
The reason I say placebo is because any of these pre-existing conditions could be blamed on long COVID. Think about it: you don't know much about diseases, you see CNN/Fox News/MSNBC talking about long COVID. You think to yourself, hey I've got those symptoms! You blame long COVID, even though the underlying cause could have been obesity, diabetes, sedentary lifestyle, diet, etc.
We know obesity is harmful yet the fat acceptance movement exists. Do you think those people are going to blame their symptoms on their obesity?
I think highly educated people are often simply indoctrinated with facts and beliefs rather than trained to be intelligent and knowledgeable.