I love the self-checkouts, I have been using them since 5 years now and only very rarely do I still checkout out at the cashier. Here in Switzerland I also don't seen any sign of supermarkets backing out of it, quite the contrary.

I guess the article is specific for the US or the UK. I don't think the technology is a failure at all, the problem seems more specific to the culture.