内感受性如何调节决策:一项关于神经预测手机游戏用户粘性的fMRI研究

IF 2.5 3区 医学 Q2 BEHAVIORAL SCIENCES
Ying-Chun Chen, Yun-Hsin Huang, Pai-He Hsiao, Nai-Shing Yen
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引用次数: 0

摘要

决策科学领域的神经科学家提出了情感-整合-动机(AIM)框架,表明与积极情感或价值整合相关的神经活动可以预测个体和群体的选择。鉴于具有较高内感受感性(IS)的个体倾向于参与他们的身体感觉,因此在他们的神经、情感和行为测量之间表现出更连贯的模式,我们研究了IS如何与情感/整合成分相互作用,以预测个人和总体选择。因此,我们1)探索了个人选择、情感评级和总体结果的神经基础,2)研究了上述指标如何预测手机游戏中的个人和总体选择,3)通过比较这些指标在不同IS子组预测模型中的表现差异,测试了IS的调节效应。神经成像结果显示,个体选择与NAcc活动有关,总下载率与显著性网络区域有关,收入与运动倾向和注意力调节区域有关。情感评分和ais活动预测个人下载选择;mPFC活动预测了总下载量,而正向兴奋预测了总营收。正如假设的那样,高IS组在情感评分、个人选择和神经测量之间表现出连贯的相关性。更重要的是,在总体水平上,mPFC活动(整合组件)预测了高IS组中高于评级和个人选择的总体下载率,与低IS组相比,这种预测明显更强。这些发现通过阐明内感受性对人类决策的神经行为机制的影响,扩展了AIM框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How interoceptive sensibility moderates decision-making: an fMRI study of neuroforecasting mobile games engagement.

Neuroscientists in decision science have advanced an affect-integration-motivation (AIM) framework, demonstrating that neural activity associated with positive affect or value integration can predict individual and aggregate choice. Given that individuals with higher interoceptive sensibility (IS) have tendency to engage their bodily sensations and thus exhibit a more coherent pattern between their neural, affective, and behavioral measures, we investigated how IS may interact with the affective/integrative components for predicting individual and aggregate choice. Thus, we 1) explored neural underpinnings of individual choice, affective ratings, aggregate outcomes, 2) examined how the above-mentioned measures predict individual and aggregate choices on mobile games, and 3) tested the moderation effect of IS by comparing the differences in how these measures perform in prediction models between subgroups of IS. Neuroimaging results showed that individual choice associated with NAcc activity, aggregate download rate tracked by regions in salience network, and revenue additionally tracked by regions in motor tendency and attention regulation. Affective ratings and AIns activity predicted individual download choice; mPFC activity forecasted aggregate download rate, and positive arousal forecasted aggregate revenue. As hypothesized, the high IS group displayed coherent correlations between affective ratings, individual choice, and neural measures. More importantly, at the aggregate level, mPFC activity (integrative component), forecasted aggregate download rate above and beyond ratings and individual choice in the high IS group, with this prediction significantly stronger compared with the low IS group. These findings extend the AIM framework by shedding light on the influence of interoceptive sensibility on the neurobehavioral mechanisms underlying human decision-making.

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来源期刊
CiteScore
5.00
自引率
3.40%
发文量
64
审稿时长
6-12 weeks
期刊介绍: Cognitive, Affective, & Behavioral Neuroscience (CABN) offers theoretical, review, and primary research articles on behavior and brain processes in humans. Coverage includes normal function as well as patients with injuries or processes that influence brain function: neurological disorders, including both healthy and disordered aging; and psychiatric disorders such as schizophrenia and depression. CABN is the leading vehicle for strongly psychologically motivated studies of brain–behavior relationships, through the presentation of papers that integrate psychological theory and the conduct and interpretation of the neuroscientific data. The range of topics includes perception, attention, memory, language, problem solving, reasoning, and decision-making; emotional processes, motivation, reward prediction, and affective states; and individual differences in relevant domains, including personality. Cognitive, Affective, & Behavioral Neuroscience is a publication of the Psychonomic Society.
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