Linking Categorical and Dimensional Approaches to Assess Food-Related Emotions
Alexander Toet1, Erik Van der Burg1,2, Tim J Van den Broek3
1TNO Human Factors, Netherlands Organization for Applied Scientific Research, Kampweg 55, 3769 Soesterberg, The Netherlands.
Foods (Basel, Switzerland)
|April 12, 2022
Summary
This study successfully mapped emotion terms to the valence-arousal space using food images, bridging categorical and dimensional approaches to understanding food-related emotions.
Area of Science:
- Sensory Science
- Psychology of Emotion
- Consumer Behavior
Background:
- Emotional responses to food are measured via categorical (lexicon-based) or dimensional (valence-arousal) approaches.
- Directly relating these two measurement approaches for food emotions is challenging.
- A unified understanding of food-related emotions requires linking these distinct measurement paradigms.
Purpose of the Study:
- To establish a reliable mapping between a set of 25 emotion terms (EsSense25) and the valence-arousal space.
- To bridge the categorical and dimensional approaches in measuring food-related emotions.
- To indirectly map emotion terms to the valence-arousal space via food image stimuli.
Main Methods:
- Utilized a set of 20 food images and the EmojiGrid graphical response tool.
- Conducted 'matching' tasks where participants linked food images to emotion terms or valence-arousal ratings.
- Performed 'labeling' tasks where participants linked emotion terms to food images or valence-arousal ratings.
- Established an indirect mapping by combining emotion-image and image-valence-arousal mappings.
Main Results:
- Demonstrated reliable mapping between emotion terms and food images.
- Showed that the established linkages between emotions and food stimuli are interpretable.
- Found that indirectly mapped valence and arousal values for emotion terms were less extreme than directly mapped values.
Conclusions:
- The study successfully created an indirect mapping between emotion terms and the valence-arousal space using food images.
- This methodology provides a viable way to connect categorical and dimensional emotion measurement in the context of food.
- The findings offer a more nuanced understanding of how specific emotions relate to sensory experiences of food and beverages.
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