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A mouse-tracking classification task to measure the unhealthy = tasty intuition
Jonathan D'hondt1,2,3, Barbara Briers4,5
1Department of Marketing, Vrije Universiteit Amsterdam, De Boelelaan 1105, 1081 HV, Amsterdam, Netherlands. j.dhondt@vu.nl.
Behavior Research Methods
|January 16, 2026
Summary
This study introduces a novel mouse-tracking task to measure the "unhealthy = tasty intuition" (UTI), revealing implicit beliefs about food taste and health. The task accurately assesses UTI and predicts eating habits, offering a valuable research tool.
Area of Science:
- Cognitive Psychology
- Behavioral Economics
- Food Science
Background:
- Food preferences significantly impact health (e.g., obesity) and environmental issues (e.g., climate change).
- Lay beliefs, such as the "unhealthy = tasty intuition" (UTI), influence these preferences.
- Existing methods for measuring beliefs (scales vs. tasks) have different strengths for assessing stable constructs versus dynamic processes.
Purpose of the Study:
- To introduce and validate a novel mouse-tracking classification task as a process-based behavioral index for UTI.
- To provide a new method for assessing implicit beliefs about the relationship between food taste and health.
- To demonstrate the task's utility in predicting food consumption and its sensitivity to contextual changes.
Main Methods:
- Development of a mouse-tracking classification task to capture behavioral responses related to UTI.
- Three validation studies correlating task performance with explicit UTI scores.
- Assessment of the task's ability to predict actual food consumption and respond to contextual manipulations.
Main Results:
- The mouse-tracking task demonstrated correlations with explicit measures of the unhealthy = tasty intuition (UTI).
- Task performance was found to predict participants' actual food consumption.
- The task showed sensitivity to contextual manipulations, indicating its dynamic measurement capabilities.
Conclusions:
- The mouse-tracking task offers a novel, process-based approach to assessing implicit UTI.
- This behavioral index is valuable for understanding individual lay beliefs and decision-making in food choices.
- The task's adaptability makes it a versatile tool for researchers studying various implicit beliefs.

