题名

影響群眾募資成功籌資金額之關鍵因素探討

并列篇名

The Analysis of Key Factors Affecting the Successful Funding Amounts of Crowdfunding

作者

曾昭玲(Jauling Tseng);郭迺鋒(Nai-Fong Kuo);侯學宏(Hsueh-Hung Hou)

关键词

群眾募資 ; 金融科技 ; 電子商務 ; 無線寬頻 ; 樣本選擇模型 ; Crowdfunding ; Fintech ; E-commerce ; Wireless Broadband ; Sample Selection Model

期刊名称

經濟研究

卷期/出版年月

57卷2期(2021 / 07 / 31)

页次

297 - 359

内容语文

繁體中文

中文摘要

由於過往文獻鮮少論述影響群眾募資成功籌資金額的因素,本研究援引flyingV與ditfunding兩大臺灣群眾募資平台之平台條件因素,進而深入補強總體、金融、消費以及科技環境變數之於群眾募資成功籌資機率與籌資金額的影響。實證結果發現群眾募資平台之目標金額越低,支持者人數、評論意見數、更新次數越高,過去成功籌資經驗越多抑或過去失敗經驗越少,均將顯著提升成功籌資機率;而目標金額越高,支持者人數與更新次數越高,過去成功籌資經驗越多或過去失敗經驗越少,均將顯著提高成功籌資金額。其次,群眾募資成功籌資機率分別與臺灣全體銀行每月放款餘額及臺灣金融業隔夜拆款利率間具有顯著負向與正向關聯性,故銀行放款總量越少,群眾募資越易成功籌資,而隔夜拆款利率上升,銀行營運成本上升,亦將提升群眾募資成功籌資機率。國民消費總額及消費者物價總指數二變數與成功籌資金額間分別具有顯著負向與正向關聯性,故當國民消費總額越低或物價水準越高,群眾募資成功募得資金越多。最後,臺灣若具有較多的無線寬頻帳號數,其衍生的數位傳遞能力與滲透力越高,有助於提升群眾募資成功籌資機率與金額。

英文摘要

Few studies have properly discussed factors that affect how crowdfunding platforms successfully meet their fundraising targets. This research thus examines the effects of the conditions and factors related to crowdfunding platforms and then analyzes the effects of the macroeconomic, financial, and consumption variables as well as technological environment variables on the successful probability of crowdfunding and the amount of money successfully raised by employing statistical data from Taiwanese crowdfunding platforms flyingV and ditfunding. The empirical results reveal that crowdfunding platforms with lower funding targets, more backers, more comments, more frequent updates, and more successful or fewer failure experiences are significantly more likely to succeed; and that platforms with higher funding targets, more backers, more frequent updates, and more successful or fewer failure experiences are significantly more likely to increase funds raised. A significant and negative association is observed between loans from all banks and the probability of successful crowdfunding; in other words, lower total bank loans prompt more successful crowdfunding. Additionally, a significant and positive correlation is observed between the interbank overnight call loan rate and the probability of successful crowdfunding. This intuitively suggests that higher overnight rates result in higher bank operation and credit costs, which increase the probability of successful crowdfunding. Taiwan's gross national consumption and consumer price index exhibit a significantly negative and positive correlation with the amount of funds successfully raised, respectively. This implies that when gross national consumption is lower or when price levels are higher, the amount successfully raised through crowdfunding increases. Finally, because crowdfunding is a type of e-commerce, more wireless broadband accounts in Taiwan, indicating more frequent digital transmissions and higher penetration rates, raise the probability of successful crowdfunding and the amount of funds successfully raised. However, increases in cell phone numbers alone enhance the transmission of non-digital information and thus do not increase the amount of funds raised.

主题分类 社會科學 > 經濟學
参考文献
  1. 王靜音, Ching-Yin(2007)。生物辨識技術專利資訊分析。圖書與資訊學刊,63,75-100。
    連結:
  2. 郭碧雲, Bih-Yun,陳錦村, Jing-Twen(2012)。銀行的所有權類型對借款企業多重往來關係之影響—以台灣的微小型企業與中大型企業為例。經濟論文,40(11),111-161。
    連結:
  3. Belleflamme, P.,Lambert, T.,Schwienbacher, A.(2014).Crowdfunding: Tapping the Right Crowd.Journal of Business Venturing,29(5),585-609.
  4. Bhattacharya, S.,Thakor, A. V.(1993).Contemporary Banking Theory.Journal of Financial Intermediation,3(1),2-50.
  5. Boot, A. W. A.(2000).Relationship Banking: What Do We Know?.Journal of Financial Intermediation,9(1),7-25.
  6. Boot, A. W. A.,Thakor, A. V.(1994).Moral Hazard and Secured Lending in an Infinitely Repeated Credit Market Game.International Economic Review,35(4),899-920.
  7. Chemmanur, T. J.,Fulghieri, P.(1994).Reputation, Renegotiation, and the Choice between Bank Loans and Publicly Traded Debt.The Review of Financial Studies,7(3),475-506.
  8. Cosh, A.,Cumming, D.,Hughes, A.(2009).Outside Entrepreneurial Capital.The Economic Journal,119(540),1494-1533.
  9. Dass, N.,Massa, M.(2011).The Impact of a Strong Bank-Firm Relationship on the Borrowing Firm.The Review of Financial Studies,24(4),1204-1260.
  10. Detragiache, E.,Garella, P.,Guiso, L.(2000).Multiple versus Single Banking Relationships: Theory and Evidence.The Journal of Finance,55(3),1133-1161.
  11. Diamond, D. W.(1991).Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt.Journal of Political Economy,99(4),689-721.
  12. Dillien, P. (2016), “The Pros and Cons of Crowdfunding,” Electronics Engineering Times, https://www.eetimes.com/the-pros-and-consof-crowdfunding/
  13. Douglas, C.(ed.)(2010).Handbook of Entrepreneurial Finance.New York:Oxford University Press.
  14. EC Biz (2015),何謂群眾募資 (CROWDFUNDING),http://ecbizteam.blogspot.com/2015/03/crowdfunding.html。(in Chinese)
  15. Gaul, L.,Stebunovs, V.(2009).Economics and Policy Analysis Working PaperEconomics and Policy Analysis Working Paper,未出版
  16. Greene, W. H.(2005).Econometric Analysis.New Jersey:Pearson Education Inc..
  17. Greenstein, M.,Feinman, T. M.(2002).Electronic Commerce: Security, Risk Management, and Control.New York:McGraw-Hill Irwin.
  18. Heckman, J. J.(1979).Sample Selection Bias as a Specification Error.Econometrica,47(1),153-161.
  19. Houston, J.,James, C.(1996).Bank Information Monopolies and the Mix of Private and Public Debt Claims.The Journal of Finance,51(5),1863-1889.
  20. Kalakota, R.,Whinston, A. B.(1997).Electronic Commerce: A Manager's Guide.Massachusetts:Addison-Wesley Professional.
  21. Key, S. (2013), “5 Signs Your Product is Perfect for Kickstarter,” Entrepreneur, https://www.entrepreneur.com/article/230061
  22. Kleemann, F.,Voss, G.,Rieder, K.(2008).Un(der) Paid Innovators: The Commercial Utilization of Consumer Work through Crowdsourcing.Science, Technology & Innovation Studies,4(1),5-26.
  23. Lee, S. H.,DeWester, D.,Park, S. R.(2008).Web 2.0 and Opportunities for Small Businesses.Service Business,2(4),335-345.
  24. Massolution (2015), Crowdfunding Industry 2015 Report, http://crowdexpert.com/crowdfunding-industry-statistics.
  25. Mollick, E.(2014).The Dynamics of Crowdfunding: An Exploratory Study.Journal of Business Venturing,29(1),1-16.
  26. Mollick, E. (2016), “The Unique Value of Crowdfunding is Not MoneyIt’s Community,” Harvard Business Review, https://hbr.org/2016/04/the-unique-value-of-crowdfunding-is-not-money-its-community.
  27. Ordanini, A.,Miceli, L.,Pizzetti, M.,Parasuraman, R.(2011).Crowd-Funding: Transforming Customers into Investors through Innovative Service Platforms.Journal of Service Management,22(4),443-470.
  28. Rajan, R. G.(1992).Insiders and Outsiders: The Choice between Informed and Arm’s-Length Debt.The Journal of Finance,47(4),1367-1400.
  29. Sufi, A.(2007).Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans.The Journal of Finance,62(2),629-668.
  30. Turban, E.,McLean, E. R.,Wetherbe, J. C.(1999).Information Technology for Management: Making Connections for Strategic Advantage.New York:John Wiley & Sons.
  31. von Thadden, E. L.(2004).Asymmetric Information, Bank Lending, and Implicit Contracts: The Winner’s Curse.Finance Research Letters,1(1),11-23.
  32. Wang, N.,Li, Q.,Liang, H.,Ye, T.,Ge, S.(2018).Understanding the Importance of Interaction between Creators and Backers in Crowdfunding Success.Electronic Commerce Research and Applications,27(1),106-117.
  33. Wigand, R. T.(1997).Electronic Commerce: Definition, Theory, and Context.The Information Society: An International Journal,13(1),1-16.
  34. Yosha, O.(1995).Information Disclosure Costs and the Choice of Financing Source.Journal of Financial Intermediation,4(1),3-20.
  35. Yu, H. C.,Johnson, K. H.,Hsieh, D. T.(2008).Public Debt, Bank Debt, and Non-Bank Private Debt in Emerging and Developed Financial Markets.Banks and Bank Systems,3(4),4-11.
  36. Yuan, H.,Lau, R. Y. K.,Xu, W.(2016).The Determinants of Crowdfunding Success: A Semantic Text Analytics Approach.Decision Support Systems,91,67-76.
  37. Zheng, H.,Xu, B.,Wang, T.,Chen, D.(2017).Project Implementation Success in Reward-Based Crowdfunding: An Empirical Study.International Journal of Electronic Commerce,21(3),424-448.
  38. Zwass, V.(1996).Electronic Commerce: Structures and Issues.International Journal of Electronic Commerce,1(1),3-23.
  39. 王擎天, Cing-Tian(2016).眾籌:無所不籌.夢想落地.臺北=Taipei:創見文化=Transcend Culture.
  40. 貝殼放大股份有限公司(2015),臺灣群眾募資報告,http://annualreport.crowdwatch.tw/2015。(in Chinese)
  41. 貝殼放大股份有限公司(2018),臺灣群眾募資報告,https://www.2018.report.crowdwatch.tw/。(in Chinese)
  42. 林秀英, Siou-Ying,陳勇志, Yong-Jhih(2013)。圓夢推手的理想與現實—群眾募資平台的發展現況與挑戰課題。臺灣經濟研究月刊,36(3),98-105。
  43. 林雅燕, Ya-Yan(2014)。新興募資方式—群眾募資行為之初探。經濟研究年刊,14,152-172。
  44. 張嘉玲, Jia-Ling(2016)。案以群分:大數據解析回饋型群眾募資成功關鍵要素。臺灣經濟研究月刊,39(2),27-37。
  45. 張嘉玲, Jia-Ling(2016)。資金活水(一)群眾募資挺創新-傳統的顛覆與科幻的實踐。臺灣經濟研究月刊,39(11),70-79。
  46. 許廷瑋, Ting-Wei(2016)。中華大學科技管理學系=Department of Department of Technology Management, Chung Hua University。
  47. 陳加樺, Chia-Hua(2014)。東吳大學會計學系=Department of Accounting, Soochow University。
  48. 陳采青, Cai-Cing(2017)。國立臺灣大學資訊管理學系=Department of Information Management, National Taiwan University。
  49. 曾昭玲, Jauling(2016)。企業之不對稱資訊、銀行往來關係及直接與間接融資。臺大管理論叢,26(3),119-150。
  50. 經濟部中小企業處, Ministry of Economic Affairs(2018).中小企業白皮書.臺北=Taipei:經濟部中小企業處=Small and Medium Enterprise Administration, Ministry of Economic Affairs.
  51. 臺灣經濟研究院=Taiwan Institute of Economic Research(2016)。臺灣經濟研究院 Taiwan Institute of Economic Research (2016),FINDIT資料庫,https://findit.org.tw/twInvest MarketHome.aspx。(in Chinese)。https://findit.org.tw/twInvestMarketHome.aspx