O que torna uma campanha de crowdfunding de recompensa exitosa?
What makes crowdfunding campaigns successful?
¿Qué hace que una campaña de crowdfunding sea exitosa?
DOI:
https://doi.org/10.15446/innovar.v31n81.95570Palabras clave:
campanha de crowdfunding, empreendimentos coletivos, êxito das campanhas, perfil dos projetos (pt)campaña de crowdfunding, emprendimientos colectivos, éxito de las campañas, perfil de los proyectos (es)
Crowdfunding campaign, campaign success, collective enterprises, project profile (en)
Esta pesquisa buscou investigar quais elementos ligados ao perfil dos projetos de crowdfunding podem ser críticos para o êxito das campanhas de financiamento. A base de dados considerada pelo trabalho foi cedida pela plataforma Bookstart, na qual foram analisadas 151 campanhas de financiamento. Utilizou-se da modelagem Probit para estimar o efeito que a meta de financiamento, o tempo de exposição da campanha, o número de apoios e as recompensas prometidas em trocas das contribuições exercem sobre o êxito das campanhas. Como análise adicional e robustez, essas variáveis foram estimadas via regressão Lasso. Os principais resultados indicam que campanhas com metas financeiras mais altas são menos bem-sucedidas, por sua vez, campanhas que apresentaram maior tempo de exposição, aquelas que contabilizaram um maior número de apoios e ofereceram um maior volume de recompensas, revelaram-se mais exitosas. Assim, esse estudo recomenda que tais elementos, considerados críticos para o êxito das campanhas de crowdfunding, sejam gerenciados com a devida atenção dos empreendedores, dos gestores de plataformas virtuais e dos contribuintes, pois todos foram capazes de impactar o fundraising das campanhas.
This research aimed to scrutinize which elements linked to the profile of crowdfunding projects may be critical for the success of this type of funding campaigns. The database considered in the research was provided by the Bookstart platform, in which a total of 151 funding campaigns were examined. Probit modeling was used to estimate the effect of the variables funding target, campaign exposure time, number of grants, and promised rewards on contribution exchanges on the success of campaigns. As an additional analysis, these variables were estimated via LASSO regression. The main results indicate that campaigns with higher financial goals are less successful. In contrast, campaigns with longer exposure times, a larger number of supports, and those that offered a higher volume of rewards were more successful. Therefore, these elements should be considered instrumental for the success of crowdfunding campaigns and carefully managed by entrepreneurs, virtual platform managers, and contributors, since they have a direct impact on fundraising.
Esta pesquisa buscou investigar quais elementos ligados ao perfil dos projetos de crowdfunding podem ser críticos para o êxito das campanhas de financiamento. A base de dados considerada pelo trabalho foi cedida pela plataforma Bookstart, na qual foram analisadas 151 campanhas de financiamento. Utilizou-se da modelagem Probit para estimar o efeito que a meta de financiamento, o tempo de exposição da campanha, o número de apoios e as recompensas prometidas em trocas das contribuições exercem sobre o êxito das campanhas. Como análise adicional e robustez, essas variáveis foram estimadas via regressão LASSO. Os principais resultados indicam que campanhas com metas financeiras mais altas são menos bem-sucedidas, por sua vez, campanhas que apresentaram maior tempo de exposição, aquelas que contabilizaram um maior número de apoios e ofereceram um maior volume de recompensas, revelaram-se mais exitosas. Assim, esse estudo recomenda que tais elementos, considerados críticos para o êxito das campanhas de crowdfunding, sejam gerenciados com a devida atenção dos empreendedores, dos gestores de plataformas virtuais e dos contribuintes, pois todos foram capazes de impactar o fundraising das campanhas.
Referencias
Agrawal, A. K., Catalini, C., & Goldfarb, A. (2011). The geography of crowdfunding. National Bureau of Economic Research. http://doi.org/10.3386/w16820
Amedomar, A. D. A. (2015). O crowdfunding de recompensas como alternativa de capital empreendedor para EBTs no Brasil: um estudo descritivo-exploratório. Dissertação de Mestrado, Universidade de São Paulo, São Paulo, Brasil. http://doi.org/10.11606/D.12.2015.tde-01122015-153926
Araújo, M. D. M. D. (2017). Crowdfunding: o que as campanhas de sucesso fazem diferente? Uma análise comparativa com uso de conjuntos fuzzy set. Dissertação de Mestrado, Universidade do Vale do Rio dos Sinos, São Leopoldo, Brasil. http://www.repositorio.jesuita.org.br/handle/UNISINOS/6330
Belleflamme, P., Lambert, T., & 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
Berger, A. N., & Udell, G. F. (1998). The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle. Journal of Banking & Finance, 22(6-8), 613-673. https://doi.org/10.1016/S0378-4266(98)00038-7
Berger, A. N., Espinosa-Vega, M. A., Frame, W. S., & Miller, N. H. (2005). Debt, maturity, risk, and asymmetric information. Journal of Finance, 60(6), 2895-2923. https://doi.org/10.1111/j.1540-6261.2005.00820.x
Berger, A. N., Espinosa-Vega, M. A, Frame, W. S., & Miller, N. H. (2011). Why do borrowers pledge collateral? New empirical evidence on the role of asymmetric information. Journal of Financial Intermediation, 20(1), 55-70. https://doi.org/10.1016/j.jfi.2010.01.001
Boeuf, B., Darveau, J., & Legoux, R. (2014). Financing creativity: Crowdfunding as a new approach for theatre projects. International Journal of Arts Management, 16(3), 33-48. https://www.jstor.org/stable/24587184
Bookstart (2016). Recuperado de: < http://www.bookstart.com.br>.
Burtch, G., Ghose, A., & Wattal, S. (2013). An empirical examination of the antecedents and consequences of contribution patterns in crowd-funded markets. Information Systems Research, 24(3), 499-519. https://doi.org/10.1287/isre.1120.0468
Butticè, V., Colombo, M. G., & Wright, M. (2017). Serial crowdfunding, social capital, and project success. Entrepreneurship Theory and Practice, 41(2), 183-207. https://doi.org/10.1111/etap.12271
Brown, J. R., Fazzari, S. M., & Petersen, B. C. (2009). Financing innovation and growth: Cash flow, external equity, and the 1990s R&D boom. The Journal of Finance, 64(1), 151-185. https://doi.org/10.1111/j.1540-6261.2008.01431.x
Chesbrough, H. (2010). Business model innovation: Opportunities and barriers. Long Range Planning, 43(2-3), 354-363. https://doi.org/10.1016/j.lrp.2009.07.010
Chib, S., & Greenberg, E. (1998). Analysis of multivariate Probit models. Biometrika, 85(2), 347-361. https://doi.org/10.1093/biomet/85.2.347
Cholakova, M., & 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
Colombo, M. G., Franzoni, C., & Rossi–Lamastra, C. (2015). Internal social capital and the attraction of early contributions in crowdfunding. Entrepreneurship Theory and Practice, 39(1), 75-100. https://doi.org/10.1111/etap.12118
Cordova, A., Dolci, J., & Gianfrate, G. (2015). The determinants of crowdfunding success: evidence from technology projects. Procedia-Social and Behavioral Sciences, 181, 115-124. https://doi.org/10.1016/j.sbspro.2015.04.872
Cosh, A., Cumming, D., & Hughes, A. (2009). Outside entrepreneurial capital. The Economic Journal, 119(540), 1494-1533. https://doi.org/10.1111/j.1468-0297.2009.02270.x
Crosetto, P., & Regner, T. (2014). Crowdfunding: Determinants of success and funding dynamics. Jena Economic Research Papers. http://hdl.handle.net/10419/108542
De Buysere, K., Gajda, O., Kleverlaan, R., & Marom, D. (2012). A framework for European crowdfunding. European Crowdfunding Network. https://www.fundraisingschool.it/wp-content/uploads/2013/02/European-Crowdfunding-Framework-Oct-2012.pdf
Drover, W., Wood, M. S., & Zacharakis, A. (2015). Attributes of angel and crowdfunded investments as determinants of VC screening decisions. Entrepreneurship Theory and Practice, 41(3), 323-347 http://doi.org/10.1111/etap.12207
Felipe, I. J. dos S. (2015). Shared value creation and crowdfunding in Brazil. Journal of Financial Innovation, 1(3), 213-230. https://doi.org/10.15194/jofi_2015.v1.i3.39
Felipe, I. J. dos S. (2017). Determinantes do sucesso de campanhas de equity e de reward crowdfunding. Tese de Doutorado, Fundação Getulio Vargas (EAESP), São Paulo, Brasil. https://hdl.handle.net/10438/19018
Frydrych, D., Bock, A. J., Kinder, T., & Koeck, B. (2014). Exploring entrepreneurial legitimacy in reward-based crowdfunding. Venture Capital, 16(3), 247-269. https://doi.org/10.1080/13691066.2014.916512
Gerber, E. M., & Hui, J. (2013). Crowdfunding: Motivations and deterrents for participation. ACM Transactions on Computer-Human Interaction (TOCHI), 20(6), 34. http://doi.org/10.1145/2530540
Giudici, G., Guerini, M., & Rossi-Lamastra, C. (2018). Reward-based crowdfunding of entrepreneurial projects: The effect of local altruism and localized social capital on proponents’ success. Small Business Economics, 50, 307-324. https://doi.org/10.1007/s11187-016-9830-x
Hall, B. H., & Lerner, J. (2010). The financing of R&D and innovation. Em B. H. Hall, N. Rosenberg (Eds.), Handbook of the Economics of Innovation, Vol. 1 (pp. 609-639). Elsevier. https://doi.org/10.1016/S0169-7218(10)01014-2
Herzenstein, M., Dholakia, U. M., & Andrews, R. L. (2011). Strategic herding behavior in peer-to-peer loan auctions. Journal of Interactive Marketing, 25(1), 27-36. https://doi.org/10.1016/j.intmar.2010.07.001
Hildebrand, T., Puri, M., & Rocholl, J. (2016). Adverse incentives in crowdfunding. Management Science, 63(3), 587-608. https://doi.org/10.1287/mnsc.2015.2339
Hu, M., Li, X., & Shi, M. (2015). Product and pricing decisions in crowdfunding. Marketing Science, 34(3), 331-345. https://doi.org/10.1287/mksc.2014.0900
Josefy, M., Dean, T. J., Albert, L. S., & Fitza, M. A. (2017). The role of community in crowdfunding success: Evidence on cultural attributes in funding campaigns to “Save the local theater”. Entrepreneurship Theory and Practice, 41(2), 161-182. https://doi.org/10.1111/etap.12263
Kazai, G. (2011). In search of quality in crowdsourcing for search engine evaluation. Em Clough P. et al. (eds.) Advances in Information Retrieval. ECIR 2011. Lecture Notes in Computer Science, vol. 6611 (pp. 165-176). Springer. https://doi.org/10.1007/978-3-642-20161-5_17
Koch, J.-A., Siering, M. (2015) Crowdfunding success factors: The characteristics of successfully funded projects on crowdfunding platforms. Proceedings of the twenty-third European conference on information systems (ECIS 2015), Munster, Germany. https://ssrn.com/abstract=2808424
Kraus, S., Richter, C., Brem, A., Cheng, C. -F., & Chang, M. -L. (2016). Strategies for reward-based crowdfunding campaigns. Journal of Innovation & Knowledge, 1(1), 13-23. https://doi.org/10.1016/j.jik.2016.01.010
Lee, C. H., & Chiravuri, A. (2019). Dealing with initial success versus failure in crowdfunding market: Serial crowdfunding, changing strategies, and funding performance. Internet Research, 29(5). 1190-1212. https://doi.org/10.1108/INTR-03-2018-0132
Maaten, L. V. D., & Hinton, G. (2008). Visualizing data using t-SNE. Journal of Machine Learning Research, 9(86), 2579-2605. http://www.jmlr.org/papers/v9/vandermaaten08a.html
Mollick, E. (2014). The dynamics of crowdfunding: An exploratory study. Journal of Business Venturing, 29(1), 1-16. https://doi.org/10.1016/j.jbusvent.2013.06.005
Mollick, E., & Robb, A. (2016). Democratizing innovation and capital access: The role of crowdfunding. California Management Review, 58(2), 72-87. https://doi.org/10.1525/cmr.2016.58.2.72
Monteiro, M. D. C. P. (2014). Crowdfunding no Brasil: uma análise sobre as motivações de quem participa. Dissertação de Mestrado, Fundação Getulio Vargas (Ebape), São Paulo, Brasil. https://hdl.handle.net/10438/13384
Ryan, R. M., O’Toole, C. M., & McCann, F. (2014). Does bank market power affect SME financing constraints? Journal of Banking & Finance, 49, 495-505. https://doi.org/10.1016/j.jbankfin.2013.12.024
Strausz, R. (2017). A theory of crowdfunding - A mechanism design approach with demand uncertainty and moral hazard. American Economic Review, 107(6), 1430-1476. http://doi.org/10.1257/aer.20151700
Thürridl, C., & Kamleitner, B. (2016). What goes around comes around? Rewards as strategic assets in crowdfunding. California Management Review, 58(2), 88-110. https://doi.org/10.1525/cmr.2016.58.2.88
Tomczak, A., & Brem, A. (2013). A conceptualized investment model of crowdfunding. Venture Capital, 15(4), 335-359. https://doi.org/10.1080/13691066.2013.847614
Vukovic, M., Lopez, M., & Laredo, J. (2010). Peoplecloud for the globally integrated enterprise. Em Dan A., Gittler F., Toumani F. (eds) Service-Oriented Computing. ICSOC/ServiceWave 2009 Workshops. ServiceWave 2009, ICSOC 2009. Lecture Notes in Computer Science, vol. 6275 (pp.109-114). Springer. https://doi.org/10.1007/978-3-642-16132-2_10
Will, A., Brüntje, D., & Gossel, B. (2016). Entrepreneurial venturing and media management. Em Lowe G., Brown C. (eds.) Managing Media Firms and Industries. Media Business and Innovation (pp.189-206). Springer. https://doi.org/10.1007/978-3-319-08515-9_11
Yeh, T.-L., Chen, T.-Y., & Lee, C.-C. (2019). Investigating the funding success factors affecting reward-based crowdfunding projects. Innovation. Organization & Management, 21(3), 466-486. https://doi.org/10.1080/14479338.2019.1585191
Yuan, H., Lau, R. Y., & Xu, W. (2016). The determinants of crowdfunding success: A semantic text analytics approach. Decision Support Systems, 91, 67-76. https://doi.org/10.1016/j.dss.2016.08.001
Zhang, H., & Chen, W. (2019). Crowdfunding technological innovations: Interaction between consumer benefits and rewards. Technovation, 84-85, 11-20. https://doi.org/10.1016/j.technovation.2018.05.001
Zvilichovsky, D., Inbar, Y., & Barzilay, O. (2015). Playing both sides of the market: Success and reciprocity on crowdfunding platforms. http://doi.org/10.2139/ssrn.2304101
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