Carbon footprint (CF) labels on agri-food products represent one of the most important tools to convey information to consumers about the greenhouse gases emissions associated with their purchase behaviour.

Current research practices include estimation of latent class logits on data collected with discrete choice experiments. This practice relies on a mismatch in the characterization of heterogeneity in preferences: while discrete choice experiments usually assume homogeneity, latent class logits...