The research process of confirming or rejecting a proposed observation about consumers’ reactions to a pre-defined stimulus or question relevant to a brand, product or service. Typically, this involves a statement that there is no difference between different groups of consumers in their responsiveness to a stimulus or no differences in consumers’ responsiveness to different stimuli (a “null hypothesis”). Research is undertaken to determine whether this statement is supported.