The Howard-Sheth model proposes that consumer behavior during purchase is rational and repeatable, influenced by incentives from the environment. The model includes four groups of variables: 1) input variables like product attributes, branding, and social influences; 2) hypothetical constructs around perception and learning; 3) output variables like purchase intention and brand attention; and 4) external variables not directly part of decision making like consumer traits and social groups.