Problem:

Do I need to create different databases for each survey?

Solution:

No, you don't need to create different databases. You can host multiple surveys in one database.

Specifying the database connection parameters, there is "prefix" parameter. This will be used to "prefix" the survey's tables names inside the database in order to have different table names for each survey.