25% of Slack users say it's a distraction, though 95% see better communication

I've never used Slack before, but I'm surprised only 25% of people see it as a distraction. I understand its appeal versus email (Paul Graham wrote about reinventing email in his "Frighteningly Ambitious Startups" essay) but does it really increase productivity? What about for engineering teams?