{"title":"驱动社会经济决策的是公平而非情感","authors":"Rudra Mukhopadhyay, Sourin Chatterjee, Koel Das","doi":"arxiv-2409.10322","DOIUrl":null,"url":null,"abstract":"Emotion and fairness play a key role in mediating socioeconomic decisions in\nhumans; however, the underlying neurocognitive mechanism remains largely\nunknown. In this study, we explored the interplay between proposers' emotions\nand fairness of offer magnitudes in rational decision-making. Employing a\ntime-bound UG paradigm, 40 (male, age: 18-20) participants were exposed to\nthree distinct proposers' emotions (Happy, Neutral, and Disgusted) followed by\none of the three offer ranges (Low, Intermediate, Maximum). Our findings show a\nrobust influence of fairness of offer on acceptance rates, with the impact of\nemotions obtained only within the low offer range. The increment of the offer\namount resulted in shorter reaction times, while emotional stimuli resulted in\nprolonged reaction times. A multilevel generalized linear model showed offer as\nthe dominant predictor of trial-specific responses. Subsequent agglomerative\nclustering grouped participants into five primary clusters based on responses\nmodulated by emotions/offers. The Drift Diffusion Model based on the clustering\nfurther corroborated our findings. Emotion-sensitive markers, including N170\nand LPP, demonstrated the participants' effect on facial expressions; however,\nfacial emotions had minimal effect on subsequent socioeconomic decisions. Our\nstudy suggests that, in general, participants gave more preference to the\nfairness of the offer with a slight effect of emotions in decision-making. We\nshow that though emotion is perceived and has an effect on decision-making\ntime, people mostly prioritise financial gain and fairness of offer. Moreover,\nit establishes a connection between reaction time and responses and further\ndives deep into individualistic decision-making processes revealing different\ncognitive strategies.","PeriodicalId":501517,"journal":{"name":"arXiv - QuanBio - Neurons and Cognition","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fairness, not Emotion, Drives Socioeconomic Decision Making\",\"authors\":\"Rudra Mukhopadhyay, Sourin Chatterjee, Koel Das\",\"doi\":\"arxiv-2409.10322\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Emotion and fairness play a key role in mediating socioeconomic decisions in\\nhumans; however, the underlying neurocognitive mechanism remains largely\\nunknown. In this study, we explored the interplay between proposers' emotions\\nand fairness of offer magnitudes in rational decision-making. Employing a\\ntime-bound UG paradigm, 40 (male, age: 18-20) participants were exposed to\\nthree distinct proposers' emotions (Happy, Neutral, and Disgusted) followed by\\none of the three offer ranges (Low, Intermediate, Maximum). Our findings show a\\nrobust influence of fairness of offer on acceptance rates, with the impact of\\nemotions obtained only within the low offer range. The increment of the offer\\namount resulted in shorter reaction times, while emotional stimuli resulted in\\nprolonged reaction times. A multilevel generalized linear model showed offer as\\nthe dominant predictor of trial-specific responses. Subsequent agglomerative\\nclustering grouped participants into five primary clusters based on responses\\nmodulated by emotions/offers. The Drift Diffusion Model based on the clustering\\nfurther corroborated our findings. 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引用次数: 0
摘要
情感和公平性在调解人类的社会经济决策中起着关键作用;然而,其背后的神经认知机制在很大程度上仍不为人所知。在本研究中,我们探讨了理性决策中提议者的情绪和提议幅度的公平性之间的相互作用。我们采用有时间限制的 UG 范式,让 40 名参与者(男性,年龄:18-20 岁)在三种不同的提议者情绪(快乐、中性和厌恶)以及三种提议范围(低、中、高)中的一种情绪下进行决策。我们的研究结果表明,提议的公平性对接受率的影响很大,只有在低提议范围内才会受到情绪的影响。报价金额的增加导致反应时间缩短,而情绪刺激则导致反应时间延长。多层次广义线性模型显示,提议是预测特定试验反应的主要因素。随后的聚类分析根据受情绪/提议影响的反应将参与者分为五个主要群组。基于聚类的漂移扩散模型进一步证实了我们的发现。包括 N170 和 LPP 在内的情绪敏感标记显示了参与者对面部表情的影响;然而,面部情绪对后续社会经济决策的影响微乎其微。我们的研究表明,总体而言,参与者更倾向于考虑报价的公平性,情绪对决策的影响微乎其微。这表明,虽然情绪会被感知并对决策时间产生影响,但人们大多会优先考虑经济收益和报价的公平性。此外,该研究还建立了反应时间与反应之间的联系,并进一步深入研究了个体化决策过程,揭示了不同的认知策略。
Fairness, not Emotion, Drives Socioeconomic Decision Making
Emotion and fairness play a key role in mediating socioeconomic decisions in
humans; however, the underlying neurocognitive mechanism remains largely
unknown. In this study, we explored the interplay between proposers' emotions
and fairness of offer magnitudes in rational decision-making. Employing a
time-bound UG paradigm, 40 (male, age: 18-20) participants were exposed to
three distinct proposers' emotions (Happy, Neutral, and Disgusted) followed by
one of the three offer ranges (Low, Intermediate, Maximum). Our findings show a
robust influence of fairness of offer on acceptance rates, with the impact of
emotions obtained only within the low offer range. The increment of the offer
amount resulted in shorter reaction times, while emotional stimuli resulted in
prolonged reaction times. A multilevel generalized linear model showed offer as
the dominant predictor of trial-specific responses. Subsequent agglomerative
clustering grouped participants into five primary clusters based on responses
modulated by emotions/offers. The Drift Diffusion Model based on the clustering
further corroborated our findings. Emotion-sensitive markers, including N170
and LPP, demonstrated the participants' effect on facial expressions; however,
facial emotions had minimal effect on subsequent socioeconomic decisions. Our
study suggests that, in general, participants gave more preference to the
fairness of the offer with a slight effect of emotions in decision-making. We
show that though emotion is perceived and has an effect on decision-making
time, people mostly prioritise financial gain and fairness of offer. Moreover,
it establishes a connection between reaction time and responses and further
dives deep into individualistic decision-making processes revealing different
cognitive strategies.