ISSN 1671-3710
CN 11-4766/R
主办:中国科学院心理研究所
出版:科学出版社

心理科学进展 ›› 2025, Vol. 33 ›› Issue (9): 1457-1471.doi: 10.3724/SP.J.1042.2025.1457 cstr: 32111.14.2025.1457

• 研究构想 •    下一篇

多感官线索助推健康价值决策的计算和神经机制

黄建平1,2(), 陈纯纯1, 刘梦颖3   

  1. 1苏州大学心理学系, 苏州 215123
    2江苏学校美育研究中心, 苏州 215123
    3清华大学心理与认知科学系, 北京 100084
  • 收稿日期:2025-02-13 出版日期:2025-09-15 发布日期:2025-06-26
  • 通讯作者: 黄建平, E-mail: jphuang@suda.edu.cn
  • 基金资助:
    国家自然科学基金项目(32471128)

Computational and neural mechanisms underlying healthy food decisions nudged by multisensory cues

HUANG Jianping1,2(), CHEN Chunchun1, LIU Mengying3   

  1. 1Department of Psychology, University of Soochow, Suzhou 215123, China
    2Jiangsu Research Center for Aesthetic Education in Schools, Suzhou 215123, China
    3Department of Psychological and Cognitive Sciences, Tsinghua University, Beijing 100084, China
  • Received:2025-02-13 Online:2025-09-15 Published:2025-06-26

摘要:

环境中的视觉、听觉、嗅觉等单感官信息会通过多感官加工形成多感官线索, 从而影响消费者对食物的享乐预期, 并指导其饮食决策。人们依赖多感官线索形成食物享乐价值的统一表征, 因此对多感官线索的操纵可成为助推健康饮食决策的有效手段。本研究运用脑电图(electroencephalography, EEG)和功能磁共振成像(functional magnetic resonance imaging, fMRI)技术并结合计算建模方法, 关注多感官线索组合如何增强食物的奖赏表征, 进而提高健康价值决策的流畅性。首先, 探讨多感官线索组合与健康饮食选择和体验的因果联系; 其次, 探究多感官组合影响饮食决策的计算机制与神经基础; 最后, 研究如何利用多感官组合促进个体对健康食物的价值学习。研究将揭示多感官组合如何为消费者提供超加性的健康饮食享乐体验, 为理解多感官组合的内在积极影响提供系统性的理论解释; 此外, 还将探讨多感官组合重复暴露与意象训练在提升消费者健康饮食乐趣以及建立长期健康饮食习惯的重要作用。

关键词: 多感官线索, 助推, 健康饮食, 价值决策, 价值学习

Abstract:

As global health challenges continue toto escalate, effectively guiding consumers towards healthier dietary decisions has become a critical public health concern. While previous researches have extensively explored the influence of individual sensory cues on food choices, food decisions in real world are inherently multisensory, involving the integration of visual, auditory olfactory, and other sensory inputs. Therefore, this study investigates how combinations of environmental multisensory cues can enhance consumers’ expectations of the hedonic value and perceived healthfulness of food, thereby promoting healthier food choices.

Based on the framework of predictive coding theory, this study integrates multisensory processing with food reward-based decision-making and employs a series of experimental studies to systematically clarify the effects of multisensory cue integration on healthy dietary decision. First, by utilizing sensory descriptions and mental imagery, participants’ attention was directed toward multisensory cues associated with healthy food. The results demonstrate that combinations of multisensory cues can enhance consumers’ expectations of the hedonic value of healthy foods and increase their actual preference for such foods. This confirms the potential positive effects of multisensory cues in shaping healthier dietary behaviors, offering a robust foundation for further exploration of the underlying mechanisms.

Next, the study explores the neural mechanisms of multisensory value integration by employing electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) techniques. The findings reveal that combinations of multisensory cues effectively facilitate the neural encoding of reward value across multiple cortical regions, including the visual cortex, auditory cortex, insula, and orbitofrontal cortex (OFC). These regions play crucial roles in processing sensory information and integrating it into a unified reward representation. Additionally, by analyzing EEG and fMRI data, the study identifies the specific cognitive processing stages during which multisensory value integration occurs. Furthermore, the study utilizes the drift-diffusion model (DDM) to elucidate how multisensory cues influence the evidence accumulation process in value-based decision-making. The DDM analysis shows that multisensory cues not only accelerate the decision-making process but also improve the accuracy of healthy food choices by enhancing the fluency of sensory information processing.

From a practical application perspective, this study highlights the efficacy of the repeated multisensory exposure and multisensory imagery training as intervention methods to improving individuals’ attitudes toward healthy foods. By using virtual reality (VR), EEG, and fMRI technologies, the research shows that repeated exposure to multisensory cues associated with healthy foods can enhance consumers’ overall valuation of these foods and encourage the formation of long-term healthy dietary habits. Additionally, multisensory imagery training, which involves mentally simulating the sensory experience of healthy foods, was found to activate similar neural pathways as actual sensory exposure, further reinforcing positive attitudes toward healthy eating.

By integrating predictive coding theory with computational modeling and cognitive neuroscience techniques, this research provides a novel framework for understanding how multisensory cues influence healthy food decisions. These findings reveal that consistent multisensory stimulation can reduce sensory uncertainty and improve the fluency of information processing, thereby enhancing the perceived value of healthy foods. This theoretical advancement also provides a new explanatory framework for understanding how multisensory cues influence dietary decisions, moving beyond traditional single-sensory approaches. Moreover, the study introduces multisensory cue manipulation as a novel health nudging strategy, offering a scientific pathway to break the stereotype of “health = tasteless” and promote healthier eating habits among consumers.

In conclusion, this study systematically integrates behavioral experiments, neuroscience methodologies, and computational decision modeling methods to comprehensively reveal the underlying mechanisms through which multisensory cues drive healthy dietary decisions. By demonstrating the effectiveness of multisensory interventions in enhancing the hedonic value and perceived healthfulness of healthy foods, the research provides new theoretical insights and practical intervention strategies for public health. These findings hold significant implications for addressing global health challenges such as obesity and diabetes, offering a promising approach to encourage healthier eating behaviors and improve overall public health outcomes.

Key words: multisensory cues, nudging, healthy eating, value-based decision making, value-based learning

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