Not quite a palindrome: the UI turned only 90 degrees. Regardless, my idea was just to reassure when I replied to Mikig who stated they were "concerned" and "I tend to forget more easily" when reading a screen. The book reference was meant to reassure that it is a pretty well studied phenomenon. So part of the analogy is physical text : deeper comprehension :: vinyl : ? Whether others wish to explore that and complete the anology to something about vinyl, I do not know, but I do find it interesting that in both cases we are talking about a media recension. I'm here for you if you really want to talk books, etc. elsewhere, but I'm sensitive to diverting from the OP, so no not a post and run.
You would be well advised to discard such nonsense and see it for what it is. When you hear "neuroscience" thrown around haphazardly the best way to understand it is in a manner in which "quantum" sells BS snake-oil in audio to those who don't enjoy thinking much.
There are so many variables that changed, or just came about yesterday, when it comes to learning/reading from screens that you'll recognize an honest researcher by the fact he'll admit that it is next to impossible to single out the paper/screen variable, measure it substantially and draw any firm conclusion from it. You would literally need to go back in time with a smartphone and give it to a 50' scholar to see if he'll remember any worse. It's fashionable babble, not science nor proven.
Neuroscience became the proverbial broad-brush that paints all lacks in knowledge. However, neuroscience itself is still a complete mystery. Monitoring the neuron firing and comparing it to other neuron firing is far from satisfactory.
It does even worse job explaining enjoying records since you don't read of of a record. It gets turned into a sound both when it comes to CDs and records and reaches your ear through the same medium - a sound wave propagated via air. And since you can rip the entire audible content of a record onto a CD and dupe EVERY single one of vinyl-heads, much to the glory of the "MoFi case", it's certainly not the medium nor the method of recording sound.
There is nothing really mysterious about records. You have preference, nostalgia and ego-stroking. These cover all aspects of the renaissance. It only fails to explain a casual "every-now-and-then" listener who is not a part of the renaissance anyway.
Renaissance is a fad that'll whither away. A bit slower than others perhaps, since you have your money invested in it so you'll try to make it work, but it will go away. If for no other reason then because CDs are now getting the nostalgia appeal and have better sound.
There's a huge portion of people who are now disappointed in their purchase and the decision to go vinyl. They expected a better sound and didn't get it. For awhile, they're willing to accept thinking they need to learn more, invest more, pay for someone to set it up etc. This will wear out and they'll hit play on their CD Players or PC player software. Even from personal experience, I see people doing such crazy things, desperately trying to make it work, asking me questions like; is there such a thing as a TT with amp built in and a headphones out and would this make it sound better and bypass some of the shortcomings? Many of them bought an absolute dread of a unit, like 49$ TT when new just to be able to say I'm playing records or throw "record-playing" parties. Non of these will last. It'll go back to genuine few that prefer records and the time will deal with them.