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Updated: Sep 16, 2026

Assessment of Social Transmission of Food Preferences Behaviors
Published on: January 25, 2018
The Development and Validation of the Food Memory Bias Test for a Large-Scale Epidemiological Study in a Multiethnic
Brendon Yi Neng Wong1,2, Irving Yu Le Shua1, Rahmania Putri Dewinta1,3
1Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore.
Background:
Memory influences decision-making regarding eating behaviour. However, marketing utilises our memory to exploit our consumptive habits. Whether we have an inherent bias towards memorising visual cues associated with high-calorie foods and how such bias contributes to our health outcomes remains to be determined. We therefore aimed to develop and validate a computerized, image-based Food Memory Bias Task (FMBT) for use in multiethnic Asian populations.
Methods:
In the development phase involving 172 participants, 91.9% rated the instrument as user-friendly and we optimised the instrument format into 12 visual food cues and 30-min delay period to avoid a ceiling effect. In the validation phase involving 184 multi-ethnic Asian participants (49.3 (14.5) years old, 44.6% male, 71.7% Chinese), FMBT memory score was associated with the brief assessment of cognition memory (β(p) = 0.23 (5.1 × 10-6)), and general cognition score 'g' (β(p) = 0.30 (6.5 × 10-9)).
Results:
Higher memory bias was associated with lower memory score in the low-calorie bias group (r=-0.33, p=0.002), but not in the hig h-calorie bias group. In this present study, despite randomly administering two versions of the test across visits, the FMBT bias score demonstrates a significant learning effect and low reproducibility (r(p) = -0.14 (0.11) across visits). Food memory bias score is associated with higher food approach traits according to the Adult-Eating Behaviour Questionnaire (β(p) = 0.23(0.015)), independent of age, sex, and ethnicity.
Conclusion:
FMBT provides an opportunity to address epidemiological questions on how food memory bias influences dietary habit and cardiometabolic health, and how it is in turn shaped by our built environment.

