An Empirical Study of the Dynamic and Differential Effects of Prefunding

X. Wei, Weijia You, Ming Fan, Yong Tan
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引用次数: 9

Abstract

This paper investigates the dynamic and differential effects of prefunding on reward-based crowdfunding markets plagued by information asymmetry. Prefunding, an innovative feature in crowdfunding, enables founders to share project information with potential backers before fundraising begins. By collecting and analyzing daily project-level panel data from one of the world’s largest crowdfunding platforms, we found that projects with the prefunding feature were more likely to succeed in reaching their funding goals and the effects of prefunding on the amount of funds raised remained positive and significant over time. In probing why this occurred, we used text analyses and revealed that the mechanism driving the funding premium was the specific types of prefunding information shared between founders and potential backers (volume, length, and sentiment). Further, in examining the sources of funds, we found that prefunding information first attracts funding from regular backers, followed by lottery backers. This herding behavior creates two intertwined funding streams—a primary and a secondary—for prefunding projects. Finally, using counterfactual decomposition analysis, we identified the types of projects that benefited the most from prefunding and found that prefunding democratizes funding outcomes. These findings and insights into information sharing, herding, and differential effects of prefunding contribute to the OM-IS research on operational designs of reward-based crowdfunding platforms that serve early-stage ventures in online environments with minimal informational oversight and regulations.
预融资的动态效应与差异效应实证研究
本文研究了在信息不对称的奖励型众筹市场中,预融资的动态效应和差异性效应。预融资是众筹的一项创新功能,它使创始人能够在筹款开始前与潜在的支持者分享项目信息。通过收集和分析来自世界上最大的众筹平台之一的日常项目级别面板数据,我们发现具有预融资功能的项目更有可能成功实现其融资目标,并且随着时间的推移,预融资对筹集的资金数量的影响仍然是积极和显著的。在探究这种情况发生的原因时,我们使用了文本分析,并揭示了驱动融资溢价的机制是创始人和潜在支持者之间共享的特定类型的预融资信息(数量、长度和情绪)。此外,在检查资金来源时,我们发现预融资信息首先吸引了常规支持者的资金,其次是彩票支持者。这种羊群行为为预融资项目创造了两个相互交织的资金流——一个主要的和一个次要的。最后,使用反事实分解分析,我们确定了从预融资中获益最多的项目类型,并发现预融资使融资结果民主化。这些关于信息共享、羊群效应和预融资差异效应的发现和见解有助于OM-IS对基于奖励的众筹平台运营设计的研究,这些平台在网络环境中为早期企业提供最少的信息监督和监管。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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