A study on the effects of Information asymmetry and sentimental communication in Crowdfunding platform
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Recently, crowdfunding has been receiving increased attention due to the variety of novel ways it provides for connecting funders and fundraisers. Concurrently, however, it has been criticized on the grounds of information asymmetry. We are interested in whether information collected from an asymmetric information source significantly influences crowdfunding success. Through this study, we would like to establish a social field of convergence pursued by Serve Science and to conduct practical research and practice together. First, we investigated the importance of interaction between funders and fundraisers within the crowdfunding platform. In the “comments” section, communication between funders and fundraisers reduces the degree of asymmetric information. In the aspect of presumable funders, they should make the best of the “comments” section to collect more solid information without losing return on their investment. Second, we analyze sentiment-based optimistic and pessimistic information from the “story” (asymmetric source) and “comments” sections. In conclusion, it shows that the optimistic and pessimistic information of the “comments” section has a great impact on crowdfunding success and that the influence of the “story” section is limited to pessimistic information under certain conditions. The crowdfunding platform is an innovative and productive way for startups and entrepreneurs to start a business, and since information an important role in the success of crowdfunding, It can be seen that it is essential to focus on establishing the best communication methods.
Abstract
Recently, crowdfunding has been receiving increased attention due to the variety of novel ways it provides for connecting funders and fundraisers. Concurrently, however, it has been criticized on the grounds of information asymmetry. We are interested in whether information collected from an asymmetric information source significantly influences crowdfunding success. Through this study, we would like to establish a social field of convergence pursued by Serve Science and to conduct practical research and practice together. First, we investigated the importance of interaction between funders and fundraisers within the crowdfunding platform. In the “comments” section, communication between funders and fundraisers reduces the degree of asymmetric information. In the aspect of presumable funders, they should make the best of the “comments” section to collect more solid information without losing return on their investment. Second, we analyze sentiment-based optimistic and pessimistic information from the “story” (asymmetric source) and “comments” sections. In conclusion, it shows that the optimistic and pessimistic information of the “comments” section has a great impact on crowdfunding success and that the influence of the “story” section is limited to pessimistic information under certain conditions. The crowdfunding platform is an innovative and productive way for startups and entrepreneurs to start a business, and since information an important role in the success of crowdfunding, It can be seen that it is essential to focus on establishing the best communication methods.
참고문헌 (28)
- Beaulieu, T., "A conceptual framework for understanding crowdfunding", communications of the Association for Information Systems, 37, pp.1~31 (2016)
- Bing, L., "Sentiment analysis: Mining opinions, sentiments, and emotions" (2015), Cambridge University Press
- Cravajal, M., "Crowdfunding and non-profit media: The emergence of new models for public interest journalism", Journalism Practice, 695(6), pp.638~647 (2012)
- Chen, J., "Moderated online communities and quality of user-generated content", Journal of Management Information Systems, 28(2), pp.237~268 (2011)
- Chen, S. Y., "Will your project get the green Hight? Predicting the success of crowdfunding campaigns", Proceedings of Pacific Asia Conference on Information Systems, pp.79~ (2015)
- Cui, G., "The effect of online consumer reviews on new product sales", International Journal of Electronic Commerce, 17(1), pp.39~58 (2012)
- Dennis, A. R., "Media, tasks, and communication processes: A theory of media synchronicity", MIS Quarterly, 32(3), pp.575~600 (2008)
- Ding, X., "A holistic lexicon-based approach to opinion mining", Proceedings of the 2008International Conference on Web Search and Data Mining, pp.231~240 (2008)
- Fisk, R. P., "Crowdfunding: Transforming customers into investors through innovative service platforms", Journal of Service Management, 22(4), pp.443~470 (2011)
- Gaikar, D., "Product sales prediction based on sentiment analysis using Twitter data", International Journal of Computer Science & Information Technology, 6(3), pp.2303~2313 (2015)
- George, A., "The market for lemons:Quality uncertainty and the market mechanism", The Quarterly Journal of Economics, 84(3), pp.488~500 (1970)
- Kim, S. S., "The effects of different types of information messages on perceptions of price and stated willingness-to-pay", Journal of Leisure Research, 33(3), pp.299~318 (2001)
- Kosh, J., "Crowdfunding success factors: The characteristics of successfully funded projects on crowdfunding platforms", Proceedings of the 23rd European Conference on Information System(ECIS 2015) (2015)
- Kunz, M. M., "An empirical investigation of signaling in reward-based crowdfunding", Electronic Commerce Research, 17(3), pp.425~461 (2017)
- Crowdfunding creative ideas: the dynamics of project backers in Kickstarter, "Kuppuswamy, V.", ~ (2013)
- Liang, T. P., "What in consumer reviews affects the sales of mobile apps : A multifacet sentiment analysis approach", International Journal of Electronic Commerce, 20(2), pp.236~260 (2015)
- Lin, Y., "Analysis of rewards on reward-based crowdfunding platforms", 2016 IEEE, 2016, ~
- Liu, B., "Synthesis Lectures on Human Language Technologies #16" (2012), Morgan & Claypool Publishers
- Mitra, T., "The language that gets people to give: Phrases that predict success on Kickstarter", Proceedings of the 17th ACM Conference on Computer-Supported Cooperative Work & Social Computing, pp.49~61 (2014)
- Mollick, E., "The dynamics of crowdfunding: An exploratory study", Journal of Business Venturing, 29(1), pp.1~16 (2014)
- Parhankangas, A., "Linguistic style and crowdfunding success among social and commercial entrepreneurs", Journal of Business Venturing, 32(2), pp.215~236 (2017)
- Parhankangas, A., "How entrepreneurs seduce business angels : An impression management approach", Journal of Business Venturing, 29(4), pp.543~564 (2014)
- Racherla, P., "Perceived ‘usefulness’ of online consumer reviews: An exploratory investigation across three services categories", Electronic Commerce Research, and Applications, 11(6), pp.548~559 (2012)
- Ruiter, R. A., "Scary warnings and rational precautions : A review of the psychology of fear appeals", Psychology and Health, 16(6), pp.613~630 (2001)
- Sharot, T., "The optimism bias", Current Biology, 21(23), pp.R941~R945 (2011)
- Van de Kauter, M., "A fine-grained analysis of explicit and implicit sentiment in financial news articles", Expert Systems with Applications, 42(11), pp.4999~5010 (2015)
- Vlasic, G., "Analysis of consumers' attitudes toward interactivity and relationship personalization as contemporary developments in interactive marketing communication", Journal of Marketing Communications, 13(2), pp.109~129 (2007)
- Wang, N., "Understanding the importance of interaction between creators and backers in crowdfunding success", Electronic Commerce Research, and Applications, 27, pp.106~117 (2018)
