Why did Superstore get Cancelled?

Why is Superstore canceled? It seems that the cancelation was due to how long the show has been on air and the loss of a major cast member. After the former Ugly Betty star exited her role of Amy, the show did not attempt the kind of Office-like cast shake-up that may have given the show a few more seasons.