Exactly. Most people would be delighted to be asked if they wanted to be part of Facebook's 'Insider' test group or somesuch, and they don't have to know what they're being tested on ahead of time. The FB researchers certainly knew what standard practice in this area was, any psychology/social science/economics paper that depends on tests or surveys spells the participation invite out first thing in the methodology section.