How Anonymous Is That Employee Satisfaction Survey?

​Many companies send employees surveys asking how they feel about their work, their boss and their company. They are asked to be candid and assured that their answers will remain anonymous. But how anonymous are those answers, really? And are workers justified in either not responding to such surveys or answering dishonestly to mask their discontent because they’re afraid higher-ups might uncover their identity?
Source: New feed 2