participants can control how much information is released and what for. Personal data must be kept confidential so anonymity is used (no personal details are recorded so data cannot be traced to individuals.
This is difficult to overcome as it is sometimes essential to avoid demand characteristics, so there are loop holes through the use of debriefing.
Debriefing - when the true nature of the study is revealed to the participants. After the debriefing they are allowed to withdraw their data from the study.