My former employer did these types of surveys a couple times in the last few years I was there. Supposedly 100% anonymous but the survey link mailed to each employee had a hashed (unique) query string. People not taking part in the survey got follow up notices till they complied.

No one believed any of it was anonymous. The results were worthless, but quoted regularly. It was that type of place.