a researcher has collected a set of survey responses. she is attempting to uncover consumer preferences regarding a new motorcycle, and asks all participants to rate the bike on a scale from 1 - 100, with 100 being the highest. she also collects categorical demographic data about the participants' yearly incomes. she is interested in investigating whether consumers in different income groups rated the motorcycle differently. which statistical test would be most appropriate in determining this relationship?