My father used to work at a facility that actually paid non-union employees more than union employees. It was at a remote location, so any sort of strike would have cost tons of money with no way to get replacements in. Any time the union negotiated a raise, the company gave the non-union employees a bigger raise, because the extra cost was worth not having to worry about a strike shutting everything down.