神经沉浸的传染可以预测零售购买。

IF 3.2 3区 医学 Q2 NEUROSCIENCES
Frontiers in Neuroscience Pub Date : 2025-03-12 eCollection Date: 2025-01-01 DOI:10.3389/fnins.2025.1533784
Gaia Rancati, Kankana Ghosh, Jorge Barraza, Paul J Zak
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引用次数: 0

摘要

消费者越来越需要非凡的体验,而企业希望提供这样的体验来建立忠诚度并增加客户终身价值。消费者体验最重要的方面之一是员工与客户的互动。我们假设顾客体验的价值会反映在销售人员的神经生理学上,这些数据会预测最终的购买行为。我们通过对两家奢侈品零售商店的实际客户进行实地研究,通过测量为客户服务的销售助理的神经沉浸度(N = 56)来验证这一假设。从这些数据中生成了一个合成数据集,显示销售人员的沉浸度峰值与顾客购物时间呈正相关,而顾客购物时间又与顾客的消费金额呈正相关。使用销售人员的峰值沉浸度来估计机器学习模型,预测客户购买的准确率在64%到80%之间。我们的研究结果表明,一个人的神经生理沉浸可以用来预测与他们互动的另一个人的行为,即使他们的目标可能并不完全一致。此外,我们已经表明,这样的实地研究是可行的,真实的客户谁是花费不小的金额(M = $323,范围:$0-$2,734)。更一般地说,从互动的一方衡量沉浸感的传染可能是评估和提高多种类型社交活动质量的有效方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The contagion of neurologic Immersion predicts retail purchases.

Consumers increasingly demand extraordinary experiences and businesses want to provide such experiences to build loyalty and increase customer lifetime value. One of the most significant aspects of consumer experiences is employee-customer interactions. We hypothesized that the value of customers' experiences would be reflected in the neurophysiology of sales associates and that these data would predict eventual purchases. We tested this hypothesis by measuring neurologic Immersion of sales associates serving customers (N = 56) in a field study in two luxury retail stores with actual customers. A synthetic dataset was generated from these data and showed that sales associates' peak Immersion was positively associated with the time customers spent shopping, which, in turn, positively scaled with how much customers spent. Estimating a machine learning model using sales associates' peak Immersion predicted which customers purchased with between 64% and 80% accuracy. Our results demonstrate that the neurophysiologic Immersion of one person can be used to predict the behavior of another person with whom they are interacting even when their goals may not be perfectly aligned. Moreover, we have shown that such a field study is feasible with real customers who are spending nontrivial amounts of money (M = $323, range: $0-$2,734). More generally, measuring the contagion of Immersion from one side of an interaction may be an effective way to assess and improve the quality of social engagements of many types.

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来源期刊
Frontiers in Neuroscience
Frontiers in Neuroscience NEUROSCIENCES-
CiteScore
6.20
自引率
4.70%
发文量
2070
审稿时长
14 weeks
期刊介绍: Neural Technology is devoted to the convergence between neurobiology and quantum-, nano- and micro-sciences. In our vision, this interdisciplinary approach should go beyond the technological development of sophisticated methods and should contribute in generating a genuine change in our discipline.
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