With my Motorola E (2nd Generation) (also known as Moto E2), the instructions are similar to the other answer to this question:
Open the Moto app:
Disable Moto Display:
Now my phone's screen has stopped turning on whenever I move the phone. I imagine my battery life will increase significantly!