It's amazing to me how many comments here excuse Google's behavior by offering the impractical "solution" of just not using a smartphone (a false dilemma) when the obvious answer is to get an iPhone. That's the advice of pretty much everyone in the infosec field and I'm sure some of them will attest to that in this thread.
There is very much a reality of smartphones existing for over a decade before this type of data collection was done. It is in no way required or critical. If it was beneficial, it still should be a setting that can be turned off.
This isn't applicable just to service companies like Google who value user information, even when purchasing from a product company such as Apple has laptops phoning home at an incredibly unreasonable rate compared to MacOS 1-2 versions prior.
It's like having to run a firewall on your own devices to protect yourself from the manufacturer. Can we imagine if our routers do this, or did?