I disagree, this is a matter of how good the distro defaults are. Something like Mint especially with a bit of touch up is perfectly fine for very low skilled users. Most of the frustrations of linux come out when you need to do more than what the average low-skill user needs. If they can find the icons of the apps they want, that is all that is needed.