Employees often perceive that the data that is collected via an anonymous survey will somehow be linked to them and appear on their records. Even if there is no link, it can sometimes be obvious who answered a particular question via a process of elimination. However anonymous surveys can be truly anonymous if you take the time to ensure that the questions you ask cannot in any way identify the employee.