OnePlus co-founder, Carl Pei, has posted a response to the data collection being performed by his company. Some details were given on what purpose the collected data had, and what OnePlus will do going forward.
https://www.notebookcheck.net/OnePlus-makes-statement-regarding-data-collection-will-release-update-to-reduce-what-is-transmitted.258320.0.html