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You would get better data by simply separating out the makes/models with touch screens from the ones without and you can be sure the insurance companies want that data.
I'm positive they already have it. These are the same motherfuckers who maintain different premium brackets for different colors of the same car.
Some car colors are legit more “invisible” to the human eye during divided attention tasks like driving. Silver, maroon, gunmetal grey. That info has been circulating since the 80s or 90s.
I had a 135hp vehicle that I paid more on insurance for because it was red and had 2 doors. Very visible.
Its because insurance stats found red 2 doors get in more accidents, usually a new male driver is buying a red 2 door. While a a middle aged dude is getting a 4 door for the fam