Without knowing more details all we can do is tea leave readings... and changing your role to an administrative one won't help anything.
First of all, compare the 'missing chats' from your phone with other members of the group.If the messages are only missing on your phone then it's likely a corruption of the WA database on your phone. You wouldn't be the first one having this issue.
But yeah, it's easier to run into conspiracy stuffs ..