This is caused by a setting within the survey Step 1: Identify Survey; Then Step 4: Results Security Category.

The regular security category is set at step 2, however if step 4 is set to the same category, then the survey takers will also be able to see the results from the survey.  To disable this, change the security category to Administrators only.