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基于慈善的众筹中的信号理论:探究项目创建者特征和文本语言风格对筹款绩效的影响。

Signaling theory in charity-based crowdfunding: Investigating the effects of project creator characteristics and text linguistic style on fundraising performance.

作者信息

Zhai Yimeng, Shen Wangbing

机构信息

School of Psychology, Nanjing Normal University, China.

School of Public Administration, Hohai University, China.

出版信息

Heliyon. 2024 Feb 8;10(4):e25756. doi: 10.1016/j.heliyon.2024.e25756. eCollection 2024 Feb 29.

Abstract

This research investigates the influence of project creator characteristics and text linguistic style on the effectiveness of fundraising campaigns within the realm of environmental crowdfunding. Drawing on a dataset encompassing 2641 campaigns conducted on the Tencent Gongyi platform spanning from April 2012 to December 2022, the study employs stratified regression analysis to discern the factors that contribute to variations in fundraising outcomes. In terms of hard information, the outcomes reveal that organization size, registration date, prior project initiation experience, and the organization's rating wield a noteworthy influence over the ultimate crowdfunding performance. Conversely, when considering soft information, the presence of negative emotional signals in crowdfunding texts was found to positively correlate with fundraising success. However, emotional intensity exhibited a negative impact on fundraising performance. These findings have substantial implications for practitioners engaged in environmental crowdfunding endeavors. When initiating a project, the creator should demonstrate his or her competence as much as possible to enhance credibility and in addition, should try to show negative signals in the text.

摘要

本研究探讨了项目创建者特征和文本语言风格对环境众筹领域筹款活动有效性的影响。基于一个包含2012年4月至2022年12月在腾讯公益平台上开展的2641个活动的数据集,该研究采用分层回归分析来识别导致筹款结果差异的因素。在硬信息方面,结果显示组织规模、注册日期、先前的项目启动经验以及组织评级对最终的众筹表现有显著影响。相反,在考虑软信息时,发现众筹文本中负面情绪信号的存在与筹款成功呈正相关。然而,情绪强度对筹款表现有负面影响。这些发现对从事环境众筹活动的从业者具有重大意义。在启动项目时,创建者应尽可能展示其能力以提高可信度,此外,应尝试在文本中呈现负面信号。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6dd9/10867336/69fc2897fd9e/gr1.jpg

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