Yes, that could result in a stall. That's why pilots are taught not to do that. This pilot certainly flew the plane for miles after the engine quit, but obviously couldn't find a suitable landing spot in time.
Aviate, Navigate, Communicate.
Trim for best glide, look for suitable landing area(s), Transmit a Mayday & broadcast location.
THEN troubleshoot the issue.