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Updated: Sep 1, 2025

Assessment of Social Transmission of Food Preferences Behaviors
Published on: January 25, 2018
Food purchase behaviour in a Finnish population: patterns, carbon footprints and expenditures
Jelena Meinilä1,2, Hanna Hartikainen3, Hanna L Tuomisto3,4,5
1Department of Food and Nutrition, University of Helsinki, PO Box 66, Helsinki00014, Finland.
Objective:
To identify food purchase patterns and to assess their carbon footprint and expenditure.
Design:
Cross-sectional.
Setting:
Purchase patterns were identified by factor analysis from the annual purchases of 3435 product groups. The associations between purchase patterns and the total purchases' carbon footprints (based on life-cycle assessment) and expenditure were analysed using linear regression and adjusted for nutritional energy content of the purchases.
Participants:
Loyalty card holders (n 22 860) of the largest food retailer in Finland.
Results:
Eight patterns explained 55 % of the variation in food purchases. The Animal-based pattern made the greatest contribution to the annual carbon footprint, followed by the Easy-cooking, and Ready-to-eat patterns. High-energy, Traditional and Plant-based patterns made the smallest contribution to the carbon footprint of the purchases. Animal-based, Ready-to-eat, Plant-based and High-energy patterns made the greatest contribution, whereas the Traditional and Easy-cooking patterns made the smallest contribution to food expenditure. Carbon footprint per euros spent increased with stronger adherence to the Traditional, Animal-based and Easy-cooking patterns.
Conclusions:
The Animal-based, Ready-to-eat and High-energy patterns were associated with relatively high expenditure on food, suggesting no economic barrier to a potential shift towards a plant-based diet for consumers adherent to those patterns. Strong adherence to the Traditional pattern resulted in a low energy-adjusted carbon footprint but high carbon footprint per euro. This suggests a preference for cheap nutritional energy rather than environment-conscious purchase behaviour. Whether a shift towards a plant-based pattern would be affordable for those with more traditional and cheaper purchase patterns requires more research.
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