Identifying Personal and Social Drivers of Dietary Patterns: An Agent-Based Model of Dutch Consumer Behavior

Natalie Davis*, Brian Dermody, Mark Koetse, George A.K. van Voorn

*Corresponding author for this work

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

Understanding the drivers of dietary decisions is crucial for encouraging and facilitating environmentally sustainable consumption patterns. Previous work has focused on the utility that consumers place on factors such as price, quality, and ethics when making dietary decisions, or on the effects of personal values and peer influence on consumption of individual products. However, less attention has been paid to the interacting roles of values, perceptions, and social networks in dietary decision-making, and how these relate to mismatches between values and diet choice. Here, we develop an agent-based model of individual consumers making choices between five possible diets: omnivore, flexitarian, pescatarian, vegetarian, or vegan. Each consumer makes decisions based on personal constraints and values, and their perceptions of how well each diet matches with those values. Consumers can also be influenced by each other’s perceptions via interaction across three social networks: household members, friends, and acquaintances. We show that consumers primarily make decisions based on cost and taste, even when they value ethics and health, and illustrate three potential causes of the ‘attitude-behavior gap’ between ethical motivations and diet choice. This highlights the potential for both policy-driven changes to pricing structures, and increased awareness around sustainability and health attributes of different diets, in overcoming constraints and misperceptions to facilitate transitions to sustainable diets.

Original languageEnglish
Article number4
Pages (from-to)1-29
Number of pages29
JournalJASSS
Volume27
Issue number1
Early online date31 Jan 2024
DOIs
Publication statusPublished - 2024

Bibliographical note

Publisher Copyright:
© 2024, University of Surrey. All rights reserved.

Funding

This work benefited greatly from comments and discussions with Anke Brons, Jonas House, and Anne van Veen regarding consumer behavior, empirical approaches, and practice theory, and with Els Weinans on conceptualizing and modeling values. ND acknowledges funding from the Dutch Research Council (NWO) as part of the project NWA: Transitie naar een Duurzaam Voedselsysteem. MK acknowledges funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 101000640 (CITIES2030). GvV acknowledges funding from the 4TU DeSIRE programme. The authors thank the teams responsible for the RIVM dietary survey and the Dutch Food Price database for sharing their data with us, and Sander Biesbroek for help in identifying data sources. The Dutch Food Price database was constructed by Mary Nicolaou, Coosje Dijkstra and Joreintje Mackenbach, who were funded to do so by the Health Behaviors and Chronic Diseases (HBCD) program of the Amsterdam Public Health research institute (MN, CD and JM) and the Netherlands Organisation for Scientific Research (JM).

FundersFunder number
Amsterdam Public Health Research Institute
Horizon 2020 Framework Programme101000640, CITIES2030
Nederlandse Organisatie voor Wetenschappelijk Onderzoek

    Keywords

    • Agent-Based Model
    • Attitude-Behavior Gap
    • COM-b Framework
    • Food-Related Values
    • Social Networks
    • Sustainable Diets

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