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众筹商业贷款活动中的性别效应。

Gender effects in crowdfunded business loan campaigns.

机构信息

Department of Data Analytics and Digitalisation, Department of Finance, School of Business and Economics, Maastricht University, Maastricht, The Netherlands.

APG Asset Management, Amsterdam, The Netherlands.

出版信息

PLoS One. 2024 Jul 10;19(7):e0305601. doi: 10.1371/journal.pone.0305601. eCollection 2024.

DOI:10.1371/journal.pone.0305601
PMID:38985684
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11236130/
Abstract

Crowdfunding is a growing source of finance for entrepreneurs. In this paper, we investigate the existence of a gender effect in the time needed to obtain a business loan through crowdfunding. Using data from three Dutch crowdfunding platforms, survival analysis of the time to completion for 934 business loan campaigns shows that female entrepreneurs have a 20% shorter campaign completion time compared to male entrepreneurs, whereas couples do not differ from males. This effect persists across the different platforms. Subsequent analysis shows that female entrepreneurs do not have the disadvantage they face in traditional lending channels when requesting funds through crowdfunding, and that herding behavior by investors benefits female entrepreneurs most.

摘要

众筹是企业家融资的一个增长来源。在本文中,我们研究了通过众筹获得企业贷款所需时间是否存在性别效应。使用来自三个荷兰众筹平台的数据,对 934 个企业贷款活动的完成时间进行生存分析表明,与男性企业家相比,女性企业家的活动完成时间缩短了 20%,而夫妻之间则没有差异。这种效应在不同的平台上都存在。随后的分析表明,女性企业家在通过众筹请求资金时,并没有像在传统贷款渠道中那样面临劣势,而投资者的跟风行为则使女性企业家受益最大。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c7/11236130/b1efa80d74ea/pone.0305601.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c7/11236130/f114f86c62f4/pone.0305601.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c7/11236130/c24addeaa8d7/pone.0305601.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c7/11236130/bc686361f7fd/pone.0305601.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c7/11236130/b1efa80d74ea/pone.0305601.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c7/11236130/f114f86c62f4/pone.0305601.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c7/11236130/c24addeaa8d7/pone.0305601.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c7/11236130/bc686361f7fd/pone.0305601.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c7/11236130/b1efa80d74ea/pone.0305601.g004.jpg

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本文引用的文献

1
Ignorance is bliss? Information and risk on crowdfunding platforms.无知是福?众筹平台上的信息与风险。
PLoS One. 2023 Jun 16;18(6):e0286876. doi: 10.1371/journal.pone.0286876. eCollection 2023.
2
Econometric models of duration data in entrepreneurship with an application to start-ups' time-to-funding by venture capitalists (VCs).创业中持续时间数据的计量经济学模型及其在风险投资家对初创企业的融资时间方面的应用。
J Appl Stat. 2021 Mar 5;48(13-15):2673-2694. doi: 10.1080/02664763.2021.1896686. eCollection 2021.
3
Can digital finance boost SME innovation by easing financing constraints?: Evidence from Chinese GEM-listed companies.
数字金融能否通过缓解融资约束促进中小企业创新?来自中国创业板上市公司的证据。
PLoS One. 2022 Mar 3;17(3):e0264647. doi: 10.1371/journal.pone.0264647. eCollection 2022.
4
The role of semantics in the success of crowdfunding projects.语义学在众筹项目成功中的作用。
PLoS One. 2022 Feb 11;17(2):e0263891. doi: 10.1371/journal.pone.0263891. eCollection 2022.
5
A credit risk assessment model of borrowers in P2P lending based on BP neural network.基于 BP 神经网络的 P2P 借贷借款人信用风险评估模型。
PLoS One. 2021 Aug 3;16(8):e0255216. doi: 10.1371/journal.pone.0255216. eCollection 2021.
6
Peer-to-peer lending and bias in crowd decision-making.点对点借贷与群体决策中的偏见。
PLoS One. 2018 Mar 28;13(3):e0193007. doi: 10.1371/journal.pone.0193007. eCollection 2018.
7
How much is too much? The effects of information quantity on crowdfunding performance.信息量过多是否会适得其反?信息数量对众筹表现的影响。
PLoS One. 2018 Mar 14;13(3):e0192012. doi: 10.1371/journal.pone.0192012. eCollection 2018.
8
Determinants of Default in P2P Lending.P2P借贷中的违约决定因素。
PLoS One. 2015 Oct 1;10(10):e0139427. doi: 10.1371/journal.pone.0139427. eCollection 2015.
9
Investors prefer entrepreneurial ventures pitched by attractive men.投资者更喜欢有魅力的男性创业者提出的创业项目。
Proc Natl Acad Sci U S A. 2014 Mar 25;111(12):4427-31. doi: 10.1073/pnas.1321202111. Epub 2014 Mar 10.
10
Judgment under Uncertainty: Heuristics and Biases.《不确定性下的判断:启发式与偏差》
Science. 1974 Sep 27;185(4157):1124-31. doi: 10.1126/science.185.4157.1124.