“There is no opt out from this data collection.”
The researchers set the phones up with every option minimized and left them idle. They still sent data to the vendor, to Google, and to Microsoft, LinkedIn and Facebook through preinstalled system apps you can’t remove. This isn’t an app you chose to install. It is the operating system. The privacy-focused /e/OS fork was the one that barely talked.