Yes. Copy Local (aka Private) is what defines if the .jar will be packaged into the Android .apk (true) or if it is expected to just exist on the target system (false). Since on Android only android.jar is provided by the system, everything else needs to be Copy-Localed.
(I believe newly added references on Android get marked as such by default, at least in Fire/Water, correct?)