We build our analysis on sets of macrolevel retail scanner data and microlevel household-purchase data. The analysis applied a two-stage estimation procedure con- sisting of multinomial logit modeling and AIDS model to estimate Canadian consumers’ retail purchase behavior for health-differentiated ground meats.