A system Dynamics Approach to Designing a Crowdfunding Model in Technological Entrepreneurship Ecosystem with a Focus on Technology Incubator Centers

Document Type : Original Manuscript


1 Department of Entrepreneurship, Qazvin Branch, Islamic Azad University, Qazvin, Iran

2 Department of Industrial Management, Shahid Beheshti University, Tehran, Iran

3 Department of Public Administration, Tehran Markaz Branch, Islamic Azad University, Tehran, Iran

4 Department of Industrial management, Qazvin Branch, Islamic Azad University, Qazvin, Iran



Crowdfunding, a new financing method for funding ideas or ventures through a large number of relatively small contributions from many individuals has witnessed the phenomenal development over the past decade. It involves bypassing traditional financial intermediaries and using online web-based platforms to connect users of funds with retail funders. This research first explores in greater detail the crowdfunding phenomenon, discussing its main aspects, as well as the role of the involved Stakeholders, and then introduce the A system dynamics approach to designing a crowdfunding model in technological entrepreneurship ecosystem with a focus on technology incubator centers. The present study is based on the system dynamics method and this research, in terms of the purpose is applied and in terms of the survey method. So for analysis of data, Vensim software has been used. The simulation results show that technological entrepreneurship ecosystem policy combinations can effectively promote crowdfunding, which attracts more entrepreneurs to provide their ideas. So crowdfunding could promote entrepreneurial to give a greater impact on economics, and contribute to building a more sustainable society.

Graphical Abstract

A system Dynamics Approach to Designing a Crowdfunding Model in Technological Entrepreneurship Ecosystem with a Focus on Technology Incubator Centers


  • Model building and system behavior simulation
  • Dynamic risk analysis with risk assessment methods
  • Consequences simulation of all kinds of failure
  • Dynamic testing of prevention and protection measures to assess their efficiency



Main Subjects

Acs, Z. J., & Armington, C. (2006). Entrepreneurship, geography, and American economic growth. Cambridge, UK: Cambridge University Press.
Ahlers, G., Cumming, D., Gunther, C., Schweizer, D., (2015). Signaling in equity crowdfunding. Enterp. Theory Pract. 39, 955–980.
Alexander, B. (2006). Web 2.0: A new wave of innovation for teaching and learning? Educause Review, 41(2), 32-44.
Andriole, S. J. (2010). Business impact of Web 2.0 technologies. Communications of the ACM, 53(12), 67-79.
Arrow, K. J. 2008. Economic welfare and the allocation ofresources for invention. In R. Nelson (Ed.), The rate and direction of inventive activity: 609–626. Princeton, NJ:Princeton University Press.
Audretsch, D. B., & Thurik, A. R. (2001). What's new about the new economy? Sources of growth in the managed and entrepreneurial economies. Industrial and Corporate Change, 10(1), 267-315.
Audretsch, D. B., Keilbach, M. C., & Lehmann, E. E. (2006). Entrepreneurship and economic growth. Oxford: Oxford University Press.
Barnett, C., (2015). Trends show crowdfunding to surpass VC in 2016. Forbeshttps://www. forbes.com/sites/chancebarnett/2015/06/09/trends-show-crowdfunding-to-surpass-vc-in-2016/2/#463c1b3b666f (June 9).
Beaulieu, T., & Sarker, S. (2013). Discursive meaning creation in crowdfunding: A socio-material perspective. Paper presented at the International Conference for Information Systems, Milan, Italy.
Belleflamme, P., Lambert, T., & Schwienbacher, A. (2014). Crowdfunding: Tapping the right crowd. Journal of Business Venturing, 29(5), 585-609.
Berthon ,P, Rabinovich, T,(2017) .Crowded identity: Managing crowdsourcing initiatives to maximize value for participants through identity creation. Business Horizons. Volume 60, Issue 2, March–April 2017, Pages 155-165
Berthon, P., Pitt, L., & Campbell, C. (2008). Ad lib: When customers create the ad. California Management Review, 50 (4), 6—30.
Burtch, G., Ghose, A., Wattal, S., 2014. Cultural differences and geography as determi-nants of online prosocial lending. MIS Q. 38 (3), 773–794.
Burtch, G., Ghose, A., Wattal, S., 2015. The hidden cost of accommodating crowdfunder privacy preferences: a randomized field experiment. Manag. Sci. 61 (5), 949–962.
Caldbeck, R. (2011). Why an equity crowdfunding site could become the largest marketplace in the world. Retrieved March 6, 2014 from http://www.forbes.com/sites/ ryancaldbeck/2013/11/11/ why-anequity- crowdfunding-site-could-become-the-largest-marketplace-in-the-world/
Capital remedy. (2013). Economist, 409(8859
Cholakova, M., Clarysse, B., 2015. Does the possibility to make equity Investments in crowdfunding projects crowd out reward-based investments? Enterp. Theory Pract. 39, 145–172.
Christensen, C. (2013). The innovator's dilemma: When new technologies cause great firms to fail. Boston, MA: Harvard Business Review Press.
Davis, B.C., Hmieleski, K.M., Webb, J.W., Coombs, J.E., 2017. Funders' positive affective reactions to entrepreneurs' crowdfunding pitches: the influence of perceived product creativity and entrepreneurial passion. J. Bus. Ventur. 32, 90–106.
Drake, D., (2016). 2000 global crowdfunding sites to choose from by 2016: top five growth indicators. Huffington Posthttp://www.huffingtonpost.com/david-drake/2000-global-crowdfunding-_b_8365266.html (March 23).
Estellés-Arolas, E., & González-Ladrón-de-Guevara, F. (2012). Towards an integrated crowdsourcing definition. Journal of Information Science, 38(2), 189–200.
Evans, D. S., & Jovanovic, B. (1989). An estimated model of entrepreneurial choice under liquidity constraints. The Journal of Political Economy, 97(4), 808.
Fisher, G., Kuratko, D.F., Bloodgood, J.M., Hornsby, J.S.,(2017). Legitimate to whom? The challenge of audience diversity and new venture legitimacy. J. Bus. Ventur.32, 52–71.
Freeman, R. E. (1984). Strategic management: A stakeholder approach. Boston: Pitman.
Giustini, D. (2006). How Web 2.0 is changing medicine. BMJ, 333(7582), 1283-1284.
Greenhalgh, H., (2016). Crowdfunding sites do battle with VC firms. Financial Timeshttps://www.ft.com/content/4bf731bc-2e13-11e6-a18d-a96ab29e3c95 (June 14).
Hemer, J. (2011). A snapshot on crowdfunding (Working Paper Firms and Region Nr. R2/2011,668 Fraunhofer ISI). Retrieved April 10, 2013, from ttp://www.econstor.eu/handle/10419/52302*669
Hemer, J., Schneider, U., Dornbusch, F., & Frey, S. (2011). Crowdfunding und andere Formen670 informeller Mikrofinanzierung in der Projekt-und Innovationsfinanzierung. Stuttgart: Fraun(PDF) Crowdfunding: A Literature Review and Research Directions. Available from: https://www .researchgate.net/publication/317784875Crowdfunding_A_Literature_Review_and_Research_Directions [accessed Oct 03 2018.
Hong, Lu, and Scott E. Page. 2001. Problem Solving by Heterogeneous Agents. Journal of Economic Theory 97:123–163.
Howe, J. (2006, June 2). Crowdsourcing: A definition. Crowdsourcing. Retrieved from http://crowdsourcing. typepad.com/cs/2006/06/crowdsourcing_a.html
Howe, J. (2008). Crowdsourcing: How the power of the crowd is driving the future of business. New York: Random House.
Lakhani, Karim R., Lars Bo Jeppesen, Peter A. Lohse, and Jill A. Panetta. 2007. The Value of Openness in Scientific Problem Solving. Harvard Business School Working Paper. http://www.hbs.edu/research/pdf/07-050.pdf.
Lavinsky, D. (2011). Funding fathers. Smart Business Los Angeles, 6(3), 6.
Li, Z., & Hongjuan, Z. (2011, June). “Research of crowdsourcing model based on case study.” In Service Systems and Service Management (ICSSSM), 8th International Conference on (pp. 1-5). IEEE.
Lin, M., Viswanathan, S., (2016). Home bias in online investments: an empirical study of an online crowdfunding market. Manag. Sci. 62 (5), 1393–1414.
Lyytinen, K., & Rose, G. M. (2003). The disruptive nature of information technology innovations: The case of internet computing in systems development organizations. MIS Quarterly, 27(4), 557-596.
Macmillan, I.C., Siegel, R., Narasimha, P.N.S., 1985. Criteria used by venture capitalists to evaluate new venture proposals. J. Bus. Ventur. 1, 119–128.
Massolution. (2018). 2018CF—The crowdfunding industry report. Preview retrieved from http://www.crowdsourcing.org/editorial/2013cf-the-crowdfunding-industry-report/25107
Mollick, E. (2014). The dynamics of crowdfunding: An exploratory study. Journal of Business Venturing, 29(1), 1-16.
Mollick, E., 2014. The dynamics of crowdfunding: an exploratory study. J. Bus. Ventur. 29, 1–16
Natalicchio A. Messeni A.C. Garavelli 2017. Innovation problems and search for solutions in crowdsourcing platforms – A simulation approach. Technovation. Volumes 64–65, June 2017, Pages 28-42
O'Gorman, C., & Terjesen, S. (2006). Financing the Celtic tigress: Venture financing and informal investment in Ireland. Venture Capital, 8(1), 69-88.
Ordanini, A., Miceli, L., Pizzetti, M., & Parasuraman, A. (2011). Crowd-funding: Transforming customers into investors through innovative service platforms. Journal of Service Management, 22(4), 443- 470.
Paschen, J., (2017). Choose wisely: crowdfunding through the stages of the startup life cycle. Bus. Horiz. 60 (2), 179–188.
PricewaterhouseCoopers. (2010). National Venture Capital Association Moneytree™ report. Thomson Reuters. Quantcast. (n.d.). Kickstarter.com. Retrieved March 9, 2015 from http://www.quantcast.com/kickstarter.com
Quero, M.J., Ventura, R., Kelleher, C., (2017). Value-in-context in crowdfunding ecosys-tems: how context frames value co-creation. Serv. Bus. 11 (2), 405–425.
Ryu, S., Kim, Y.-G., (2016). A typology of crowdfunding sponsors: birds of a feather flock together? Electron. Commer. Res. Appl. 16, 43–54.
Scott-Briggs, A., 2017. Crowdfunding grows up as VC activity declines. techbullionhttp://www.techbullion.com/crowdfunding-grows-vc-activity-declines/ (January 30).
Shane, S., & Cable, D. (2002). Network ties, reputation, and the financing of new ventures. Management Science, 48(3), 364-381.
Stanko, M.A., Henard, D.H., 2017. Toward a better understanding of crowdfunding, openness and the consequences for innovation. Res. Policy 46 (4), 784–798.
Steinberg, D. (2012). The Kickstarter handbook: Real-life success stories of artists, inventors, and entrepreneurs. Philadelphia, PA: Quirk Books.
Wagner, C., & Majchrzak, A. (2007). Enabling customer-centricity using wikis and the wiki way. Journal of Management Information Systems, 23(3), 17-43.
Ye, H. Kankanhalli ,A, (2017). Solvers’ participation in crowdsourcing platforms: Examining the impacts of trust, and benefit and cost factors. The Journal of Strategic Information Systems. Volume 26, Issue 2, June 2017, Pages 101-117
Zhang, J., & Liu, P. (2012). Rational herding in microloan markets. Management Science, 58(5), 892-912.