Crowdfunding innovative but risky new ventures: the importance of less ambiguous tone

IF 6.9 1区 经济学 Q1 BUSINESS, FINANCE Financial Innovation Pub Date : 2024-01-18 DOI:10.1186/s40854-023-00529-8
Ye Liu, Ke Zhang, Weili Xue, Ziyu Zhou
{"title":"Crowdfunding innovative but risky new ventures: the importance of less ambiguous tone","authors":"Ye Liu, Ke Zhang, Weili Xue, Ziyu Zhou","doi":"10.1186/s40854-023-00529-8","DOIUrl":null,"url":null,"abstract":"Crowdfunding provides a novel and potential way for innovative but risky new ventures to fund their new product development (NPD) projects. To help potential investors evaluate the projects and enhance the credibility of disclosure, founders are struggling with how to phrase the project description. The rapidly growing cleantech crowdfunding projects provide an ideal context to study this issue. We collected information on cleantech crowdfunding projects and matched non-cleantech crowdfunding projects from Kickstarter. The sample period extends from January 2013 to October 2018. Using signaling research as a theoretical lens and a dictionary-based, computerized text mining method, we found that founders of high-quality cleantech crowdfunding projects could create a reliable signal of quality by providing a project description with a less ambiguous tone and thus boost the success of crowdfunding. Moreover, the signaling effectiveness of a less ambiguous tone is more pronounced in cleantech crowdfunding than in matched non-cleantech crowdfunding, suggesting that the marginal benefit of using a less ambiguous tone is larger when the industry information environment is noisier. Further evidence shows that the signaling effectiveness of a less ambiguous tone in cleantech crowdfunding could be strengthened by backers’ endorsements. Our findings imply that tone ambiguity in project descriptions is related to founders’ information-concealing behavior. Potential investors could search ambiguous words in project descriptions and just allocate their limited attention into projects with a low percentage of ambiguous words to avoid information overload. Founders of high-quality projects could boost crowdfunding success by using a less ambiguous tone to describe their projects. The marginal effect is larger when there is greater uncertainty about project prospects.","PeriodicalId":37175,"journal":{"name":"Financial Innovation","volume":"22 1","pages":""},"PeriodicalIF":6.9000,"publicationDate":"2024-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Financial Innovation","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.1186/s40854-023-00529-8","RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 0

Abstract

Crowdfunding provides a novel and potential way for innovative but risky new ventures to fund their new product development (NPD) projects. To help potential investors evaluate the projects and enhance the credibility of disclosure, founders are struggling with how to phrase the project description. The rapidly growing cleantech crowdfunding projects provide an ideal context to study this issue. We collected information on cleantech crowdfunding projects and matched non-cleantech crowdfunding projects from Kickstarter. The sample period extends from January 2013 to October 2018. Using signaling research as a theoretical lens and a dictionary-based, computerized text mining method, we found that founders of high-quality cleantech crowdfunding projects could create a reliable signal of quality by providing a project description with a less ambiguous tone and thus boost the success of crowdfunding. Moreover, the signaling effectiveness of a less ambiguous tone is more pronounced in cleantech crowdfunding than in matched non-cleantech crowdfunding, suggesting that the marginal benefit of using a less ambiguous tone is larger when the industry information environment is noisier. Further evidence shows that the signaling effectiveness of a less ambiguous tone in cleantech crowdfunding could be strengthened by backers’ endorsements. Our findings imply that tone ambiguity in project descriptions is related to founders’ information-concealing behavior. Potential investors could search ambiguous words in project descriptions and just allocate their limited attention into projects with a low percentage of ambiguous words to avoid information overload. Founders of high-quality projects could boost crowdfunding success by using a less ambiguous tone to describe their projects. The marginal effect is larger when there is greater uncertainty about project prospects.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
为创新但有风险的新企业进行众筹:少用模棱两可的语气的重要性
众筹为创新但风险较高的新企业提供了一种新颖而潜在的方式,为其新产品开发(NPD)项目提供资金。为了帮助潜在投资者对项目进行评估并提高信息披露的可信度,创始人一直在苦恼如何对项目描述进行措辞。快速发展的清洁技术众筹项目为研究这一问题提供了理想的背景。我们从 Kickstarter 收集了清洁技术众筹项目的信息以及与之匹配的非清洁技术众筹项目的信息。样本期从 2013 年 1 月至 2018 年 10 月。我们以信号研究为理论视角,采用基于词典的计算机文本挖掘方法,发现高质量清洁技术众筹项目的创始人可以通过提供不那么模棱两可的项目描述来创造可靠的质量信号,从而提高众筹的成功率。此外,与相匹配的非清洁技术众筹相比,不那么含糊的语气在清洁技术众筹中的信号效果更加明显,这表明当行业信息环境更加嘈杂时,使用不那么含糊的语气的边际效益更大。进一步的证据表明,在清洁技术众筹中,支持者的背书可以加强不那么模棱两可的语气的信号传递效果。我们的研究结果表明,项目描述中的语气模糊与创始人的信息隐藏行为有关。潜在投资者可能会搜索项目描述中的模糊词语,并将有限的注意力分配给模糊词语比例较低的项目,以避免信息过载。高质量项目的创始人可以通过使用含糊度较低的语气来描述自己的项目,从而提高众筹的成功率。当项目前景存在较大不确定性时,边际效应会更大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Financial Innovation
Financial Innovation Economics, Econometrics and Finance-Finance
CiteScore
11.40
自引率
11.90%
发文量
95
审稿时长
5 weeks
期刊介绍: Financial Innovation (FIN), a Springer OA journal sponsored by Southwestern University of Finance and Economics, serves as a global academic platform for sharing research findings in all aspects of financial innovation during the electronic business era. It facilitates interactions among researchers, policymakers, and practitioners, focusing on new financial instruments, technologies, markets, and institutions. Emphasizing emerging financial products enabled by disruptive technologies, FIN publishes high-quality academic and practical papers. The journal is peer-reviewed, indexed in SSCI, Scopus, Google Scholar, CNKI, CQVIP, and more.
期刊最新文献
Machine learning in business and finance: a literature review and research opportunities Predictive crypto-asset automated market maker architecture for decentralized finance using deep reinforcement learning Cryptocurrencies under climate shocks: a dynamic network analysis of extreme risk spillovers Exploring the coherency and predictability between the stocks of artificial intelligence and energy corporations From CFOs to crypto: exploratory study unraveling factors in corporate adoption
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1