Building nutritionally meaningful classification for grocery product groups: the LoCard Food Classification process

Br J Nutr. 2024 Apr 18:1-28. doi: 10.1017/S0007114524000710. Online ahead of print.ABSTRACTAnalysing customer loyalty card data is a novel method for assessing nutritional quality and changes in a population's food consumption. However, prior to its use, the thousands of grocery products available in stores must be reclassified from the retailer's original hierarchical structure into a structure that is suitable for the use of nutrition and health research. We created LoCard Food Classification (LCFC) and examined how it reflects the nutritional quality of the grocery product groups. Nutritional quality was considered the main criterion guiding the reclassification of the 3574 grocery product groups. Information on the main ingredient of the product group, purpose of use, and carbon footprint were also used at the more granular levels of LCFC. The main challenge in the reclassification was a lack of detailed information on the type of products included in each group, and that some of the groups included products that have opposite health effects. The final LCFC has four hierarchical levels and it is openly available online. After reclassification, the product groups were linked with the Finnish food composition database, and the nutrient profile was assessed by calculating the Nutrient Rich Food Index (NRFI) for each product group. Standard deviation in NRFI decreased from 0.21 of the least granular level to 0.08 of the most granular level of LCFC indicating that the most gra...
Source: The British Journal of Nutrition - Category: Nutrition Authors: Source Type: research