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Updated: May 23, 2026

Concept Development and Use of an Automated Food Intake and Eating Behavior Assessment Method
Published on: February 19, 2021
Integrating dietitians' perspectives and behavioral efficacy into food-based dietary guidelines implementation
Carolina O C Werle1, Sabine Boesen-Mariani2
1Marketing Department, Grenoble Ecole de Management, Grenoble, France; IREGE, University of Savoie Mont Blanc, Annecy, France.
Food-based dietary guidelines are more effective when they use practical, meal-based portion advice, similar to how dietitians counsel patients. Clear, easy-to-process visuals significantly reduce food intake in real-world settings.
Area of Science:
- Nutrition Science
- Public Health
- Behavioral Science
Background:
- Diet-related non-communicable diseases pose a significant public health challenge.
- Diet quality is influenced by socioeconomic factors, and current dietary guidelines often lack behavioral impact.
- Translating guidelines into everyday eating, especially in low-involvement contexts, remains difficult.
Purpose of the Study:
- To investigate how dietitians operationalize dietary guidelines in portion-size counseling.
- To determine if different guideline formats influence food intake in a real-world setting.
- To optimize the design of food-based dietary guidelines for improved actionability.
Main Methods:
- Study 1: Survey of 441 French dietitians on portion size and consumption timeframe communication.
- Study 2a: Randomized cafeteria field experiment (n=336) comparing three graphic guideline designs with a control.
- Study 2b: Online experiment (n=201) assessing processing fluency of guideline formats.
Main Results:
- Dietitians predominantly use concrete, meal-level cues for portion advice, not grams.
- A food-group design with clear imagery and concise daily guidance reduced energy selection and intake in a cafeteria setting.
- The optimal format balanced visual richness with ease of processing, achieving moderated fluency.
Conclusions:
- Food-based dietary guidelines are more actionable when aligned with dietitians' practical language and presented with balanced visual appeal and processing ease.
- Involving dietitians in guideline development and conducting real-world trials are crucial for policy implications.
- Tailoring guideline graphics to specific dietary contexts can enhance their effectiveness.
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