What about a face? Fingerprints? Voice? Aren't those identifiable information even though it didn't make your (common sensical) short list? Mouse movements are on the same order of specificity.
Edit: Also not giving legal advice.
Edit2: Please see https://news.ycombinator.com/item?id=22939145
Of course, that also provides an easy way to comply. Don't store mouse movements in a way that ties them to PII under CalOPPA, and you don't meet any criteria.
https://www.researchgate.net/publication/221325920_User_re-a...
https://medium.com/stanford-magazine/your-computer-may-know-...
I find it interesting that the one that contemplates authentication requires supervised machine learning and goes on to explicitly state that "analyzing mouse movements alone is not sufficient for a stand-alone user re-authentication system". Taken together, this suggests that a sizable corpus of mouse movement data known to be associated with one user may qualify as PII under some definitions.
Again, thank you for sharing this timely information.
The law in question also requires data to be maintained in personally identifiable form. I am uncertain if a small number of mouse movements is likely to reach this. I do not see how, but that's not a reason why it cannot be so.
So at Unknot.id, we learn similar patterns to detect fraud but using smartphones. But we make sure, only needed results (that is fraud or not) can be achieved and not his health or other privacy related.