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The appearance of depth on the home screen is caused by parallax effect, which Apple uses for one reason: to look cool. You can lessen parallax effect by going to iDevice Settings>General>Accessibility>Reduce Motion.
There isn’t anything I know of that you can do about the animations though, as far as I know.