Positive serial dependence in ratings of food images for appeal and calories

Food is fundamental to survival, and our brains are highly attuned to rapidly process food stimuli. Neural signals show that foods can be discriminated as edible or inedible as early as 85 ms after stimulus onset,<sup>1</sup> distinguished as processed or unprocessed beginning at 130 ms,<sup>2</sup> and as high or low density from 165 ms.<sup>3</sup> Recent evidence revealed specialized processing of food stimuli in the ventral visual pathway,<sup>4</sup><sup>,</sup><sup>5</sup><sup>,</sup><sup>6</sup> an area that underlies perception of faces and other important objects. For many visual objects, perception can be biased toward recent perceptual history (known as serial dependence<sup>7</sup><sup>,</sup><sup>8</sup>). We examined serial dependence for food in two large samples (n > 300) who rated sequences of food images for either "appeal" or "calories." Ratings for calories were highly correlated between participants and were similar for males and females. Appeal ratings varied considerably between participants, consistent with the idiosyncratic nature of food preferences, and tended to be higher for males than females. High-calorie ratings were associated with high appeal, especially in males. Importantly, response biases showed clear positive serial dependences: higher stimulus values in the previous trials led to positive biases, and vice versa. The effects were similar for males and females and for calories and appeal ratings and were remarkably consistent across participants. These findings square with recently found food selectively in the visual temporal cortex, reveal a new mechanism influencing food decision-making, and suggest a new sensory-level component that could complement cognitive strategies in diet intervention.

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Publication Details

Journal
Current Biology
Published
2024-10-02
DOI
https://doi.org/10.1016/j.cub.2024.09.012
Citations
1
Primary Topic
Consumer Attitudes and Food Labeling
Type
article
Field-Weighted Citation Impact
0.54

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article

Positive serial dependence in ratings of food images for appeal and calories

David Alais, David C. Burr, Thomas A. Carlson
1 citations
Current Biology
Consumer Attitudes and Food Labeling
0.54
article

Positive serial dependence in ratings of food images for appeal and calories

David Alais, David C. Burr, Thomas A. Carlson
article en
1 citations

Abstract

Food is fundamental to survival, and our brains are highly attuned to rapidly process food stimuli. Neural signals show that foods can be discriminated as edible or inedible as early as 85 ms after stimulus onset,<sup>1</sup> distinguished as processed or unprocessed beginning at 130 ms,<sup>2</sup> and as high or low density from 165 ms.<sup>3</sup> Recent evidence revealed specialized processing of food stimuli in the ventral visual pathway,<sup>4</sup><sup>,</sup><sup>5</sup><sup>,</sup><sup>6</sup> an area that underlies perception of faces and other important objects. For many visual objects, perception can be biased toward recent perceptual history (known as serial dependence<sup>7</sup><sup>,</sup><sup>8</sup>). We examined serial dependence for food in two large samples (n > 300) who rated sequences of food images for either "appeal" or "calories." Ratings for calories were highly correlated between participants and were similar for males and females. Appeal ratings varied considerably between participants, consistent with the idiosyncratic nature of food preferences, and tended to be higher for males than females. High-calorie ratings were associated with high appeal, especially in males. Importantly, response biases showed clear positive serial dependences: higher stimulus values in the previous trials led to positive biases, and vice versa. The effects were similar for males and females and for calories and appeal ratings and were remarkably consistent across participants. These findings square with recently found food selectively in the visual temporal cortex, reveal a new mechanism influencing food decision-making, and suggest a new sensory-level component that could complement cognitive strategies in diet intervention.

Current BiologyVol. 34(21)
The University of Sydney (AU)
Australian Research Council, H2020 European Research Council
Zero hunger
Openalex Percentile: Top 28%
Consumer Attitudes and Food Labeling
0.54
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Positive serial dependence in ratings of food images for appeal and calories — David Alais, David C. Burr, et al. · Current Biology (2024) | TGRS Research Map | TGRS