Abstract
This study use data from Kickstarter to find what factors are correlated with the numbers of backers of all projects and projects of different categories by using multiple linear regression model. The result shows that variables including projects goal, description information such as FAQs, updates and comments as well as the rewards characteristics are significantly affecting the number of projects backers. Besides, variables have different effect on projects backers of different categories, several factors show significantly effect on some projects but totally different results of others. It can help entrepreneurs to better understand backers’ funding decision and attract more backers in order to increase the success rate of crowdfunding projects.
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References
Barba-Sánchez, V., Atienza-Sahuquillo, C.: Entrepreneurial motivation and self-employment: evidence from expectancy theory. Int. Entrep. Manag. J. 13(4), 1097–1115 (2017)
Buda, A.: Life time of correlation between stocks prices on established and emerging markets. arXiv preprint arXiv:1105.6272 (2011)
Cohen, J.: Statistical Power Analysis for the Behavioral Sciences. Routledge, London (2013)
EY: EY FinTech Adoption Index (2017). https://www.ey.com/Publication/vwLUAssets/ey-fintech-adoption-index-2017/$FILE/ey-fintech-adoption-index-2017.pdf
Gerber, E.M., Hui, J.: Crowdfunding: motivations and deterrents for participation. ACM Trans. Comput. Hum. Interact. (TOCHI) 20(6), 34 (2013)
Insights, C.: Fintech trends to watch in 2018 (2018). https://www.cbinsights.com/research/report/fintech-trends-2018/
Jin, B.-H., Li, Y.-M., Li, Z.-W.: Study on Crowdfunding Patterns and Factors in Different Phases (2018)
Kickstarter: Kickstarter Stats — Kickstarter (2018a). https://www.kickstarter.com/help/stats
Kickstarter: Kickstarter Support (2018b). https://help.kickstarter.com/hc/en-us/
Kuppuswamy, V., Bayus, B.L.: Crowdfunding creative ideas: the dynamics of project backers in Kickstarter. In: Hornuf, L., Cumming, D. (eds.) A Shorter Version of this Paper is in “The Economics of Crowdfunding: Startups, Portals, and Investor Behavior” (2017)
Kuppuswamy, V., Bayus, B.L.: Crowdfunding creative ideas: the dynamics of project backers. In: Cumming, D., Hornuf, L. (eds.) The Economics of Crowdfunding, pp. 151–182. Springer, Cham (2018)
Lin, Y., Lee, W.-C., Chang, C.-C.H.: Analysis of rewards on reward-based crowdfunding platforms. Paper Presented at the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (2016)
Mollick, E.: The dynamics of crowdfunding: an exploratory study. J. Bus. Ventur. 29(1), 1–16 (2014)
Neter, J., Wasserman, W., Kutner, M.H.: Applied linear regression models (1989)
Riedl, J.: Crowdfunding technology innovation. IEEE Comput. 46(3), 100–103 (2013)
Statista: Crowdfunding - Statista Market Forecast (2018). https://www.statista.com/outlook/335/100/crowdfunding/worldwide
Lin, T.: The Determinants of Successful Crowdfunding Projects: An Empirical Study of a Taiwanese Crowdfunding Platform, Flying V. National Taiwan University (2015)
Chien, W.: A Study of Project’s Performances on Taiwanese Crowdfunding Platform. National Taiwan University (2016)
Zhang, J., Liu, P.: Rational herding in microloan markets. Manage. Sci. 58(5), 892–912 (2012)
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Jin, BH., Li, YM., Chen, CP. (2020). Analysis of Factors Affecting Backers’ Fundraising on Reward-Based Crowdfunding. In: Rocha, Á., Adeli, H., Reis, L., Costanzo, S., Orovic, I., Moreira, F. (eds) Trends and Innovations in Information Systems and Technologies. WorldCIST 2020. Advances in Intelligent Systems and Computing, vol 1159. Springer, Cham. https://doi.org/10.1007/978-3-030-45688-7_3
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