Abstract
Introduction: Sugar consumption is associated with many negative health consequences. It is, therefore, important to understand what can effectively influence individuals to consume less sugar. We recently showed that a healthy eating call by a health expert can significantly decrease the willingness to pay (WTP) for sugar-containing food. Here, we investigate which aspects of neural responses to the same healthy eating call can predict the efficacy of expert persuasion. Methods: Forty-five healthy participants performed two blocks of a bidding task, in which they had to bid on sugar-containing, sugar-free and non-edible products, while their electroencephalography (EEG) was recorded. In between the two blocks, they listened to a healthy eating call by a nutritionist emphasizing the risks of sugar consumption. Results: We found that after listening to the healthy eating call, participants significantly decreased their WTP for sugar-containing products. Moreover, a higher intersubject correlation of EEG (a measure of engagement) during listening to the healthy eating call resulted in a larger decrease in WTP for sugar-containing food. Whether or not a participant’s valuation of a product was highly influenced by the healthy eating call could also be predicted by spatiotemporal patterns of EEG responses to the healthy eating call, using a machine learning classification model. Finally, the healthy eating call increased the amplitude of the P300 component of the visual event-related potential in response to sugar-containing food. Disussion: Overall, our results shed light on the neural basis of expert persuasion and demonstrate that EEG is a powerful tool to design and assess health-related advertisements before they are released to the public.
| Original language | English |
|---|---|
| Article number | 1147140 |
| Pages (from-to) | 1-15 |
| Number of pages | 15 |
| Journal | Frontiers in Behavioral Neuroscience |
| Volume | 17 |
| DOIs | |
| Publication status | Published - Mar 2023 |
| MoE publication type | A1 Journal article-refereed |
Funding
This study was supported by the International Laboratory of Social Neurobiology ICN HSE RF Government grant ag. no. 075-15-2022-1037.
Keywords
- EEG
- expert persuasion
- healthy eating
- intersubject correlation
- machine learning
- social influence
- sugar
- willingness to pay
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