1 year old...

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So my 1 year old has started throwing his toys, kicking and slapping us. I’ve just been grabbing his hand and telling him “no hit/throw”. He stares at me like he understands it and then as soon as I let go, he does it again. Is there a better way to get him to understand that it’s not ok?