How Facial Expressions of Recipients Influence Online Prosocial Behaviors?—Evidence from Big Data Analysis on Tencent Gongyi Platform

Lihan He;Tianguang Meng
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引用次数: 0

Abstract

Cyberspace has significantly influenced people's perceptions of social interactions and communication. As a result, the conventional theories of kin selection and reciprocal altruism fall short in completely elucidating online prosocial behavior. Based on the social information processing model, we propose an analytical framework to explain the donation behaviors on online platform. Through collecting textual and visual data from Tencent Gongyi platform pertaining to disease relief projects, and employing techniques encompassing text analysis, image analysis, and propensity score matching, we investigate the impact of both internal emotional cues and external contextual cues on donation behaviors. It is found that positive emotions tend to attract a larger number of donations, while negative emotions tend to result in higher per capita donation amounts. Furthermore, these effects manifest differently under distinct external contextual conditions.
收件人的面部表情如何影响网络亲社会行为?--来自腾讯巩义平台大数据分析的证据
网络空间极大地影响了人们对社会互动和交流的看法。因此,传统的亲属选择和互惠利他主义理论无法完全阐明网络亲社会行为。基于社会信息处理模型,我们提出了一个分析框架来解释网络平台上的捐赠行为。通过收集腾讯巩义平台上有关疾病救助项目的文本和视觉数据,并运用文本分析、图像分析和倾向得分匹配等技术,研究了内部情绪线索和外部情境线索对捐赠行为的影响。研究发现,积极情绪往往会吸引更多的捐赠,而消极情绪往往会导致更高的人均捐赠额。此外,在不同的外部环境条件下,这些影响的表现也不同。
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