What type of data are qualitative items with three or more predefined values?

The correct choice is discrete data, which refers to quantitative data that can take on a finite number of values. Discrete data is often characterized by countable items or categories, making it suitable for various types of qualitative assessments. In this context, qualitative items with three or more predefined values are classified under discrete data because they represent distinct categories that can be counted but not measured on a continuous scale.

Continuous data, on the other hand, is associated with measurable quantities that can take on any value within a range, and thus does not fit the description of having predefined categories. Binary data specifically pertains to a type of discrete data that contains only two categories or values. Nominal data refers to categorical data with no intrinsic ordering among the categories, which can sometimes overlap with discrete data but does not specifically denote the requirement for three or more predefined values. Thus, in the context of items described, discrete data is the most accurate classification.