Asia pacific journal of information systems

  • 제29권2호
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  • Pages.283-307
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  • 2019
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  • 2288-5404(pISSN)
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  • 2288-6818(eISSN)
한국경영정보학회 (The Korea Society of Management Information Systems)
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Investigating Signals on Equity Crowdfunding: Human Capital, Earlier Investors, and Social Capital

  • Jungkook An (Graduate School of Information at Yonsei University) ;
  • Hee-Woong Kim (Graduate School of Information at Yonsei University)
  • 투고 : 2018.09.30
  • 심사 : 2019.02.12
  • 발행 : 2019.06.30
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초록

Although crowdfunding has emerged as a promising route to fundraising success, little is known about the specifics of equity-based crowdfunding. Using a data set of 1,111 start-ups with investment funding totaling over $4.67 billion, we analyzed the association between a start-up's underlying characteristics and its funding outcome. We found that a start-up's funding outcome is positively associated with its human capital, but negatively associated with earlier investors' business experience. Furthermore, our analyses revealed that investors have higher levels of social capital are a noise signal to later investors. These findings shed light on the critical role of human capital, investors' experience, and social capital as credible signals for start-up investment in equity crowdfunding.

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참고문헌

  1. Agrawal, A., Catalini, C., and Goldfarb, A. (2014). Some simple economics of crowdfunding. Innovation Policy and the Economy, 14(1), 63-97. https://doi.org/10.1086/674021
  2. Agrawal, A., Catalini, C., and Goldfarb, A. (2011). The geography of crowdfunding. National Bureau of Economic Research Working Paper Series, (No.16820), 1-57.
  3. Ahlers, G. K. C., Cumming, D., Gunther, C., and Schweizer, D. (2015). Signaling in equity crowdfunding. Entrepreneurship Theory and Practice, 39(4), 955-980. https://doi.org/10.1111/etap.12157
  4. Alba, J. W., and Hutchinson, J. W. (1987). Dimensions of consumer expertise. Journal of Consumer Research, 13(4), 411-454. https://doi.org/10.1086/209080
  5. Anderson, L. R., and Holt, C. A. (1997). Information cascades in the laboratory. The American Economic Review, 87(5), 847-862.
  6. An, J., Jung, W., and Kim, H. W. (2015). A green flag over mobile industry start-ups: Human capital and past investors as investment signals. PACIS 2015 Proceedings, Singapore.
  7. AngelList (2014). Investor Accreditation Reports. Retrieved from http://www.angel.co
  8. Baron, R. A., and Markman, G. D. (2003). Beyond social capital: The role of entrepreneurs' social competence in their financial success. Journal of Business Venturing, 18(1), 41-60. https://doi.org/10.1016/S0883-9026(00)00069-0
  9. Baron, R. A., and Markman, G. D. (2000). Beyond social capital: How social skills can enhance entrepreneurs' success. Academy of Management Perspectives, 14(1), 106-116. https://doi.org/10.5465/ame.2000.2909843
  10. Belleflamme, P., Lambert, T., and Schwienbacher, A. (2014). Crowdfunding: Tapping the right crowd. Journal of Business Venturing, 29(5), 585-609. https://doi.org/10.1016/j.jbusvent.2013.07.003
  11. Bernstein, S., Korteweg, A., and Laws, K. (2016). Attracting early-stage investors: Evidence from a randomized field experiment. The Journal of Finance.
  12. Bikhchandani, S., and Sharma, S. (2000). Herd behavior in financial markets. IMF Staff Papers, 47(3), 279-310. https://doi.org/10.2307/3867650
  13. Bosma, N., van Praag, M., Thurik, R., and de Wit, G. (2004). The value of human and social capital investments for the business performance of startups. Small Business Economics, 23(3), 227-236. https://doi.org/10.1023/B:SBEJ.0000032032.21192.72
  14. Bradford, C. S. (2012). Crowdfunding and the federal securities law. Columbia Business Law Review, 2012, 150.
  15. Burtch, G. (2011). Herding behavior as a network externality. Proceedings of the 32nd International Conference on Information Systems (ICIS), Shanghai, China
  16. Burtch, G., Ghose, A., and Wattal, S. (2013). An empirical examination of users' information hiding in a crowdfunding context. Proceedings of the 32nd International Conference on Information Systems (ICIS), Shanghai, China
  17. Burtch, G., Ghose, A., and Wattal, S. (2014). An empirical examination of peer referrals in online crowdfunding. Proceedings of the 35th International Conference on Information Systems (ICIS), Auckland, New Zealand.
  18. Busenitz, L. W., Fiet, J. O., and Moesel, D. D. (2005). Signaling in venture capitalist-new venture team funding decisions: Does it indicate long-term venture Outcomes? Entrepreneurship Theory and Practice, 29(1), 1-12. https://doi.org/10.1111/j.1540-6520.2005.00066.x
  19. Buttice, V., Colombo, M. G., and Wright, M. (2017). Serial crowdfunding, social capital, and project success. Entrepreneurship Theory and Practice, 1-25.
  20. Cholakova, M., and Clarysse, B. (2015). Does the possibility to make equity investments in crowdfunding projects crowd out reward-based investments? Entrepreneurship Theory and Practice, 39(1), 145-172. https://doi.org/10.1111/etap.12139
  21. Chung, N., Han, H. J., and Koo, C. (2012). Mediating roles of attachment for information sharing in social media: Social capital theory perspective. Asia Pacific Journal of Information Systems, 22(4), 101-123.
  22. Coleman, J. S. (1988). Social capital in the creation of human capital. American Journal of Sociology, 94, S95-S120. https://doi.org/10.1086/228943
  23. Connelly, B. L., Certo, S. T., Ireland, R. D., and Reutzel, C. R. (2011). Signaling theory: A review and assessment. Journal of Management, 37(1), 39-67. https://doi.org/10.1177/0149206310388419
  24. Damodaran, A. (2009). Valuing Young, Start-up and Growth Companies: Estimation Issues and Valuation Challenges. Stern School of Business, New York University (New York).
  25. Dholakia, U. M., Basuroy, S., and Soltysinski, K. (2002). Auction or agent (or both)? A study of moderators of the herding bias in digital auctions. International Journal of Research in Marketing, 19(2), 115-130. https://doi.org/10.1016/S0167-8116(02)00064-2
  26. Edralin, D. M. (2007). Human capital development for innovation in Asia: Training and development practices and experiences of large philippine companies. Asian Journal of Technology Innovation, 15(1), 133-147. https://doi.org/10.1080/19761597.2007.9668632
  27. Garnsey, E. (1998). A theory of the early growth of the firm. Industrial and Corporate Change, 7(3), 523-556. https://doi.org/10.1093/icc/7.3.523
  28. Gerber, E. M., Hui, J. S., and Kuo, P. Y. (2012). Crowdfunding: Why people are motivated to post and fund projects on crowdfunding platforms. In Proceedings of the International Workshop on Design, Influence, and Social Technologies: Techniques, Impacts and Ethics.
  29. Gregg, D. G., and Walczak, S. (2010). The relationship between website quality, trust and price premiums at online auctions. Electronic Commerce Research, 10(1), 1-25. https://doi.org/10.1007/s10660-010-9044-2
  30. Hemer, J. (2011). A Snapshot on crowdfunding. Working papers firms and region. (No. R2/2011).
  31. Hofer, M., and Aubert, V. (2013). Perceived bridging and bonding social capital on twitter: Differentiating between followers and followees. Computers in Human Behavior, 29(6), 2134-2142. https://doi.org/10.1016/j.chb.2013.04.038
  32. Huang, H., Li, Y., and Zhang, Y. (2017). Investors' attention and overpricing of IPO: An empirical study on China's growth enterprise market. Information Systems and E-Business Management.
  33. Huang, Y., Shen, C., and Contractor, N. S. (2013). Distance matters: Exploring proximity and homophily in virtual world networks. Decision Support Systems, 55(4), 969-977. https://doi.org/10.1016/j.dss.2013.01.006
  34. Ibrahim, N. (2012). The model of crowdfunding to support small and micro businesses in Indonesia through a web-based platform. Procedia Economics and Finance, 4, 390-397. https://doi.org/10.1016/S2212-5671(12)00353-X
  35. Jennex, M. E., Amoroso, D., and Adelakun, O. (2004). E-commerce infrastructure success factors for small companies in developing economies. Electronic Commerce Research, 4(3), 263-286. https://doi.org/10.1023/B:ELEC.0000027983.36409.d4
  36. Lee, E. B., Lee, J. B., and Yang, C. G. (2014). A study on investment decision making criterion based on crowd funding. Information Systems Review, 16(2), 25-41. https://doi.org/10.14329/isr.2014.16.2.025
  37. Lee, K. D., Jung, C. H., and Kim, Y. J. (2015). Capability, service orientation, and performance in the investment management industry. Asia Pacific Journal of Information Systems, 25(3), 597-625. https://doi.org/10.14329/apjis.2015.25.3.597
  38. Lee, S. H., Seo, D. B., Kim, T. S. (2015). Popularity versus influence on SNS. Information Systems Review, 17(3), 183-202. https://doi.org/10.14329/isr.2015.17.3.183
  39. Leimeister, J. M. (2010). Collective intelligence. Business & Information Systems Engineering, 2(4), 245-248. https://doi.org/10.1007/s12599-010-0114-8
  40. Ley, A., and Weaven, S. (2011). Exploring agency dynamics of crowdfunding in start-up capital financing. Academy of Entrepreneurship Journal, 17(1), 85.
  41. Lin, M., and Viswanathan, S. (2016). Home bias in online investments: An empirical study of an online crowdfunding market. Management Science, 62(5), 1393-1414. https://doi.org/10.1287/mnsc.2015.2206
  42. Lucas, R. E. (1990). Why doesn't capital flow from rich to poor countries? The American Economic Review, 80(2), 92-96.
  43. Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3-42. https://doi.org/10.1016/0304-3932(88)90168-7
  44. Kim, K., and Viswanathan, S. (2016). The "Experts" in the crowd: The role of "Expert" investors in a crowdfunding market. TPRC 41: The 41st Research Conference on Communication, Information and Internet Policy.
  45. Kittur, A., and Kraut, R. E. (2008). Harnessing the wisdom of crowds in Wikipedia. In Proceedings of the ACM 2008 conference on Computer supported cooperative work - CSCW '08 (p. 37). New York, New York, USA: ACM Press.
  46. Kundisch, D., and Zorzi, R. (2012). Enhancing the quality of financial advice with web 2.0: An approach considering social capital in private asset allocation. Information Systems and E-Business Management, 10(1), 85-99. https://doi.org/10.1007/s10257-010-0148-y
  47. MacMillan, I. C., Siegel, R., and Narasimha, P. S. (1986). Criteria used by venture capitalists to evaluate new venture proposals. Journal of Business venturing, 1(1), 119-128.
  48. Massolution 2015. 2015CF. The crowdfunding industry report. Massolution Report. 2015.
  49. Mollick, E. (2014). The cynamics of crowdfunding: An exploratory study. Journal of Business Venturing, 29(1), 1-16. https://doi.org/10.1016/j.jbusvent.2013.06.005
  50. Nahapiet, J., and Ghoshal, S. (1998). Social capital, intellectual capital, and the organizational advantage. Academy of Management Review, 23(2), 242-266. https://doi.org/10.2307/259373
  51. Nguyen, L., Torlina, L., Peszynski, K., and Corbitt, B. (2006). Power relations in virtual communities: An ethnographic study. Electronic Commerce Research, 6(1), 21-37. https://doi.org/10.1007/s10660-006-5986-9
  52. OECD (2011). Financing high-growth firms. OECD Publishing.
  53. Penrose, E. T. (1959). The theory of the growth of the firm. Oxford University Press, USA.
  54. Pollock, T. G., and Gulati, R. (2007). Standing out from the crowd: The visibility-enhancing effects of ipo-related signals on alliance formation by entrepreneurial firms. Strategic Organization, 5(4), 339-372. https://doi.org/10.1177/1476127007083346
  55. Porter, M. E. (1980). Competitive strategy: Techniques for analyzing industries and competitors. New York: Free Press.
  56. Salminen, J. (2014). Startup dilemmas: Strategic problems of early-stage platforms on the internet. Turku School of Economics.
  57. Schwienbacher, A., and Larralde, B. (2010). Crowdfunding of small entrepreneurial ventures. Handbook of Entrepreneurial Finance, Oxford University Press.
  58. Shane, S., and Venkatarman, S. (2000). The promise of entrepreneurship as a field of research. Academy of Management Review, 25(1), 217-226. https://doi.org/10.5465/amr.2000.2791611
  59. Son, J.-E., Lee, S.-H., Cho, E.-Y., and Kim, H.-W. (2016). Examining online citizenship behaviours in social network sites: A social capital perspective. Behaviour & Information Technology, 35(9), 730-747. https://doi.org/10.1080/0144929X.2016.1143032
  60. Spence, M. (1973). Job market signaling. The quarterly journal of Economics, 87(3), 355-374. https://doi.org/10.2307/1882010
  61. Stemler, A. R. (2013). The JOBS act and crowdfunding: Harnessing the power-and money-of the masses. Business Horizons, 56(3), 271-275. https://doi.org/10.1016/j.bushor.2013.01.007
  62. Teece, D. J., Pisano, G., and Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509-533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
  63. Van Gelderen, M., Thurik, R., and Bosma, N. (2005). Success and risk factors in the pre-startup phase. Small Business Economics, 24(4), 365-380. https://doi.org/10.1007/s11187-004-6994-6
  64. Vismara, S. (2016). Equity retention and social network theory in equity crowdfunding. Small Business Economics, 46(4), 579-590. https://doi.org/10.1007/s11187-016-9710-4
  65. Voelker, T. A., and McGlashan, R. (2013). What is crowdfunding? Bringing the power of kickstarter to your entrepreneurship research and teaching activities. Small Business Institute Journal, 9(2), 11-22.
  66. Wilson, K. E., and Testoni, M. (2014). Improving the role of equity crowdfunding in Europe's capital markets. Bruegel Policy Contribution, 2014(9).
  67. Xiang, G., Zheng, Z., Wen, M., Hong, J. I., Rose, C. P., and Liu, C. (2012). A supervised approach to predict company acquisition with factual and topic features using profiles and news articles on techcrunch. In ICWSM.