Determinantes do sucesso de campanhas de equity e de reward crowdfunding

Detalhes bibliográficos
Autor(a) principal: Felipe, Israel José dos Santos
Data de Publicação: 2017
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional do FGV (FGV Repositório Digital)
Texto Completo: http://hdl.handle.net/10438/19018
Resumo: In recent years, the advancement of financial technologies, 'Fintechs', has profoundly modified the way of doing business in several countries. A good example of this is the crowdfunding market, which has benefited from the 'wisdom of the crowds' to enable individuals and small businesses to raise funds necessary for the development of their business. Barriers access to finance, especially collections of consolidated financial information and business-related collateral, have limited the use of financial resources to a broad range of ventures. As a result, crowdfunding has attracted the attention of a large part of the finance and entrepreneurship communities, which point to a vast economic, financial and innovative potential for this modality of financing. However, some studies have reported that crowdfunding may be sensitive to information asymmetry, similar to what occurs with traditional funding channels. Therefore, this research intends to investigate the process of capital allocation in the crowdfunding market, based on approaches that can provide information capable of smoothing the informational friction in the collective funding process. The first approach is the use of semantic analysis of mass media news, which can be applied on the behavior of investors and thus reveal information that serves as a parameter for choosing the best timing for the investment decision and for strategies reduction of business exposure to factors external to the financing process. The second approach consists of the geography of investments, that is, the observation of the geographical characteristics of the origins of the contributions made in the enterprises. Thus, economic and demographic information can be used to select the location of the projects, as well as the geographical orientation of the financing campaign. To fulfill the objective of this research, four trials were developed. The first essay points out a current research agenda around crowdfunding and presents theoretical and empirical discussions on this topic. The second essay identifies the determinants of the success of funding for reward crowdfunding projects, through consideration of headquarters and project attributes. Based on more than 4,200 projects from 417 Brazilian cities, the main results obtained through logit regression and survival analysis suggest that art projects, those that intend larger sums of resources, and those that offer a greater number of rewards are, probably, less successful. On the other hand, projects accounting for more support and those developed in regions with a higher concentration of per capita household income tend to be more successful in their financing campaigns. The third essay investigates the effect of the geographical characteristics of the origin of the contributions and the textual sentiment of the news about the capture of reward crowdfunding. Based on more than 350,000 contribution operations, allocated in more than 2,600 crowdfunding projects, based in 390 Brazilian cities, the research findings indicate that the operational attributes of the projects may lead to increases in the value of the contributions. With respect to geography, the distance between entrepreneur / investor can reduce the tendency of the investor to deposit larger amounts in the ventures. However, the concentration of household income per capita has shown that regions with higher income stocks can contribute more to collective initiatives. Both pessimistic and optimistic news could influence the behavior of contributions in ventures. That is, through a pessimistic scenario, investors tend to deposit smaller amounts in the ventures. On the other hand, in optimistic scenarios, they are inclined to make bigger investments. Finally, the fourth essay analyzes the value of equity investments in equity crowdfunding ventures, through semantic analysis of the media and the geography of financial contributions. Based on 736 investments made in 22 equity crowdfunding ventures located in nine Brazilian cities, the results of the study indicate that the attributes of the ventures may impact the value of the capital allocation. As far as investor behavior on the news is concerned, it is noted that mass news releases with a greater number of positive words can encourage investors to apply larger financial amounts in the ventures. In contrast, the geographical distance between entrepreneur-investor may negatively affect the value of these investments. It is hoped that the empirical results presented here can provide theoretical contributions and managerial implications for academia, professionals, platform managers and public policymakers.
id FGV_139bd62043e64ad69ebd147a91a2732a
oai_identifier_str oai:repositorio.fgv.br:10438/19018
network_acronym_str FGV
network_name_str Repositório Institucional do FGV (FGV Repositório Digital)
repository_id_str 3974
spelling Felipe, Israel José dos SantosEscolas::EAESPDiniz, Eduardo HenriqueKerr, Roberto BorgesLeal, Cristiana Maria Silva CerqueiraMendes-da-Silva, Wesley2017-10-24T19:23:24Z2017-10-24T19:23:24Z2017-10-10http://hdl.handle.net/10438/19018In recent years, the advancement of financial technologies, 'Fintechs', has profoundly modified the way of doing business in several countries. A good example of this is the crowdfunding market, which has benefited from the 'wisdom of the crowds' to enable individuals and small businesses to raise funds necessary for the development of their business. Barriers access to finance, especially collections of consolidated financial information and business-related collateral, have limited the use of financial resources to a broad range of ventures. As a result, crowdfunding has attracted the attention of a large part of the finance and entrepreneurship communities, which point to a vast economic, financial and innovative potential for this modality of financing. However, some studies have reported that crowdfunding may be sensitive to information asymmetry, similar to what occurs with traditional funding channels. Therefore, this research intends to investigate the process of capital allocation in the crowdfunding market, based on approaches that can provide information capable of smoothing the informational friction in the collective funding process. The first approach is the use of semantic analysis of mass media news, which can be applied on the behavior of investors and thus reveal information that serves as a parameter for choosing the best timing for the investment decision and for strategies reduction of business exposure to factors external to the financing process. The second approach consists of the geography of investments, that is, the observation of the geographical characteristics of the origins of the contributions made in the enterprises. Thus, economic and demographic information can be used to select the location of the projects, as well as the geographical orientation of the financing campaign. To fulfill the objective of this research, four trials were developed. The first essay points out a current research agenda around crowdfunding and presents theoretical and empirical discussions on this topic. The second essay identifies the determinants of the success of funding for reward crowdfunding projects, through consideration of headquarters and project attributes. Based on more than 4,200 projects from 417 Brazilian cities, the main results obtained through logit regression and survival analysis suggest that art projects, those that intend larger sums of resources, and those that offer a greater number of rewards are, probably, less successful. On the other hand, projects accounting for more support and those developed in regions with a higher concentration of per capita household income tend to be more successful in their financing campaigns. The third essay investigates the effect of the geographical characteristics of the origin of the contributions and the textual sentiment of the news about the capture of reward crowdfunding. Based on more than 350,000 contribution operations, allocated in more than 2,600 crowdfunding projects, based in 390 Brazilian cities, the research findings indicate that the operational attributes of the projects may lead to increases in the value of the contributions. With respect to geography, the distance between entrepreneur / investor can reduce the tendency of the investor to deposit larger amounts in the ventures. However, the concentration of household income per capita has shown that regions with higher income stocks can contribute more to collective initiatives. Both pessimistic and optimistic news could influence the behavior of contributions in ventures. That is, through a pessimistic scenario, investors tend to deposit smaller amounts in the ventures. On the other hand, in optimistic scenarios, they are inclined to make bigger investments. Finally, the fourth essay analyzes the value of equity investments in equity crowdfunding ventures, through semantic analysis of the media and the geography of financial contributions. Based on 736 investments made in 22 equity crowdfunding ventures located in nine Brazilian cities, the results of the study indicate that the attributes of the ventures may impact the value of the capital allocation. As far as investor behavior on the news is concerned, it is noted that mass news releases with a greater number of positive words can encourage investors to apply larger financial amounts in the ventures. In contrast, the geographical distance between entrepreneur-investor may negatively affect the value of these investments. It is hoped that the empirical results presented here can provide theoretical contributions and managerial implications for academia, professionals, platform managers and public policymakers.Nos últimos anos, o avanço das tecnologias financeiras, 'Fintechs', tem modificado profundamente o modo de fazer negócios em diversos países. Um bom exemplo disso é o mercado de crowdfunding, o qual tem se beneficiado da ‘sabedoria das multidões’ para permitir que indivíduos e pequenas empresas consigam captar financiamentos necessários para o desenvolvimento de seu negócio. As barreiras de acesso ao financiamento, especialmente as cobranças de informações financeiras consolidadas e de garantias vinculadas aos negócios, têm limitado a utilização de recursos financeiros para um amplo conjunto de empreendimentos. Dessa forma, o crowdfunding, por conseguir flexibilizar exigências excessivas para concessão do crédito, tem despertado a atenção de boa parte das comunidades de finanças e empreendedorismo, as quais apontam um vasto potencial econômico, financeiro e inovador para essa modalidade de financiamento. Entretanto, alguns estudos têm relatado que o crowdfunding pode ser sensível à assimetria de informações, de modo análogo ao que ocorre com os canais tradicionais de financiamento. Assim sendo, esta pesquisa pretende investigar o processo de alocação de capital no mercado de crowdfunding, a partir de abordagens que possam fornecer informações capazes de suavizar o atrito informacional no processo de funding coletivo. A primeira abordagem é a utilização da análise semântica de notícias de mídia de massa, a qual pode ser aplicada sobre o comportamento dos investidores e, assim, revelar informações que sirvam de parâmetro para a escolha do melhor timing para a decisão de investimento e para estratégias de redução de exposição do negócio a fatores externos ao processo de financiamento. A segunda abordagem consiste na geografia dos investimentos, ou seja, na observação das características geográficas das origens das contribuições realizadas nos empreendimentos. Assim, informações econômicas e demográficas poderão servir para a escolha da localização dos empreendimentos, bem como para a orientação geográfica da campanha de financiamento. Para cumprimento do objetivo desta pesquisa, foram desenvolvidos quatro ensaios. O primeiro ensaio aponta uma agenda de pesquisa atual ao redor do crowdfunding e apresenta discussões teóricas e empíricas sobre essa temática. O segundo ensaio identifica os determinantes do sucesso da captação de financiamento para projetos de reward crowdfunding, mediante a consideração da sede e de atributos dos projetos. Com base em mais de 4.200 projetos, oriundos de 417 cidades brasileiras, os principais resultados obtidos via regressão logit e survival analysis sugerem que projetos de arte, aqueles que intencionam maiores somas de recursos, e os que oferecem um maior número de recompensas, são, provavelmente, menos exitosos. Por outro lado, os projetos que contabilizam um maior número de apoios e aqueles desenvolvidos em regiões com maior concentração de renda per capita domiciliar tendem a obter sucesso mais rapidamente em suas campanhas de financiamento. O terceiro ensaio investiga o efeito das características geográficas da origem das contribuições e do sentimento textual das notícias sobre a captação de reward crowdfunding. Baseando-se em mais de 350 mil operações de contribuição, alocadas em mais de 2,6 mil projetos de crowdfunding, sediados em 390 cidades brasileiras, os achados da pesquisa indicam que os atributos operacionais dos projetos podem provocar acréscimos no valor das contribuições. Com relação à geografia, a distância entre empreendedor-investidor pode reduzir a propensão do investidor em depositar maiores quantias nos empreendimentos. Contudo, a concentração de renda domiciliar per capita revelou que regiões com maiores estoques de renda podem contribuir mais com as iniciativas coletivas. Tanto as notícias pessimistas quanto as otimistas foram capazes de influenciar o comportamento das contribuições nos empreendimentos. Isto é, mediante cenário pessimista, os investidores tendem a depositar menores quantias nos empreendimentos. Em contrapartida, em cenários otimistas, eles se inclinam a efetuar maiores investimentos. Por último, o quarto ensaio analisa o valor dos investimentos alocados em empreendimentos de equity crowdfunding, por meio de análise semântica da mídia e da geografia dos aportes financeiros. Com base em 736 investimentos realizados sobre 22 empreendimentos de equity crowdfunding, localizados em nove cidades brasileiras, os resultados do estudo apontam que os atributos dos empreendimentos podem impactar no valor da alocação de capital. No que diz respeito ao comportamento do investidor frente às notícias, nota-se que notícias de massa divulgadas com uma maior quantidade de palavras positivas podem incentivar os investidores a aplicarem maiores quantias financeiras nos empreendimentos. Em contraste, a distância geográfica entre empreendedor-investidor pode atuar negativamente sobre o valor desses investimentos. Espera-se que os resultados empíricos aqui apresentados possam fornecer contribuições teóricas e implicações gerenciais para a academia, profissionais, gestores das plataformas e formadores de políticas públicas.porCrowdfundingSemantic analysis of the mediaGeography of investmentsFintechsAnálise semântica da mídiaGeografia dos investimentosAdministração de empresasCrowdfundingInvestimentosEmpresas novasLevantamento de fundosDeterminantes do sucesso de campanhas de equity e de reward crowdfundinginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisreponame:Repositório Institucional do FGV (FGV Repositório Digital)instname:Fundação Getulio Vargas (FGV)instacron:FGVinfo:eu-repo/semantics/openAccessTEXTVersão final com correções - Tese Israel Felipe FGV.pdf.txtVersão final com correções - Tese Israel Felipe FGV.pdf.txtExtracted texttext/plain525889https://repositorio.fgv.br/bitstreams/c714a8d0-07ff-4a19-8c6d-a603762ae0a4/downloadee9224020abd959bdf41305b3b0ed100MD56Tese Israel Felipe.pdf.txtTese Israel Felipe.pdf.txtExtracted texttext/plain102269https://repositorio.fgv.br/bitstreams/eff92fda-e662-490b-a3c6-075029ea547c/download8367b05337fd83c92720e75f0b2c5564MD512ORIGINALTese Israel Felipe.pdfTese Israel Felipe.pdfPDFapplication/pdf2228406https://repositorio.fgv.br/bitstreams/0ee32a1f-0aa5-4f00-b394-5b9e1a8eba7d/download2004a64bf28cf51094c363977af1f844MD57LICENSElicense.txtlicense.txttext/plain; charset=utf-84707https://repositorio.fgv.br/bitstreams/7574e2f9-e971-4fd1-a411-93eae9a2b245/downloaddfb340242cced38a6cca06c627998fa1MD54THUMBNAILVersão final com correções - Tese Israel Felipe FGV.pdf.jpgVersão final com correções - Tese Israel Felipe FGV.pdf.jpgIM Thumbnailimage/jpeg673https://repositorio.fgv.br/bitstreams/bc10ac10-7a47-43b0-9667-a5a5b4868bf7/downloadaaee883a3107904498987edbc2dc63dbMD55Tese Israel Felipe.pdf.jpgTese Israel Felipe.pdf.jpgGenerated Thumbnailimage/jpeg2524https://repositorio.fgv.br/bitstreams/e220f0d8-69b8-4bab-a378-7f12d91600ee/downloadb004da6cdedd46f47d9502d70be3ab74MD51310438/190182023-11-05 01:16:52.708open.accessoai:repositorio.fgv.br:10438/19018https://repositorio.fgv.brRepositório InstitucionalPRIhttp://bibliotecadigital.fgv.br/dspace-oai/requestopendoar:39742023-11-05T01:16:52Repositório Institucional do FGV (FGV Repositório Digital) - Fundação Getulio Vargas (FGV)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
dc.title.por.fl_str_mv Determinantes do sucesso de campanhas de equity e de reward crowdfunding
title Determinantes do sucesso de campanhas de equity e de reward crowdfunding
spellingShingle Determinantes do sucesso de campanhas de equity e de reward crowdfunding
Felipe, Israel José dos Santos
Crowdfunding
Semantic analysis of the media
Geography of investments
Fintechs
Análise semântica da mídia
Geografia dos investimentos
Administração de empresas
Crowdfunding
Investimentos
Empresas novas
Levantamento de fundos
title_short Determinantes do sucesso de campanhas de equity e de reward crowdfunding
title_full Determinantes do sucesso de campanhas de equity e de reward crowdfunding
title_fullStr Determinantes do sucesso de campanhas de equity e de reward crowdfunding
title_full_unstemmed Determinantes do sucesso de campanhas de equity e de reward crowdfunding
title_sort Determinantes do sucesso de campanhas de equity e de reward crowdfunding
author Felipe, Israel José dos Santos
author_facet Felipe, Israel José dos Santos
author_role author
dc.contributor.unidadefgv.por.fl_str_mv Escolas::EAESP
dc.contributor.member.none.fl_str_mv Diniz, Eduardo Henrique
Kerr, Roberto Borges
Leal, Cristiana Maria Silva Cerqueira
dc.contributor.author.fl_str_mv Felipe, Israel José dos Santos
dc.contributor.advisor1.fl_str_mv Mendes-da-Silva, Wesley
contributor_str_mv Mendes-da-Silva, Wesley
dc.subject.eng.fl_str_mv Crowdfunding
Semantic analysis of the media
Geography of investments
Fintechs
topic Crowdfunding
Semantic analysis of the media
Geography of investments
Fintechs
Análise semântica da mídia
Geografia dos investimentos
Administração de empresas
Crowdfunding
Investimentos
Empresas novas
Levantamento de fundos
dc.subject.por.fl_str_mv Análise semântica da mídia
Geografia dos investimentos
dc.subject.area.por.fl_str_mv Administração de empresas
dc.subject.bibliodata.por.fl_str_mv Crowdfunding
Investimentos
Empresas novas
Levantamento de fundos
description In recent years, the advancement of financial technologies, 'Fintechs', has profoundly modified the way of doing business in several countries. A good example of this is the crowdfunding market, which has benefited from the 'wisdom of the crowds' to enable individuals and small businesses to raise funds necessary for the development of their business. Barriers access to finance, especially collections of consolidated financial information and business-related collateral, have limited the use of financial resources to a broad range of ventures. As a result, crowdfunding has attracted the attention of a large part of the finance and entrepreneurship communities, which point to a vast economic, financial and innovative potential for this modality of financing. However, some studies have reported that crowdfunding may be sensitive to information asymmetry, similar to what occurs with traditional funding channels. Therefore, this research intends to investigate the process of capital allocation in the crowdfunding market, based on approaches that can provide information capable of smoothing the informational friction in the collective funding process. The first approach is the use of semantic analysis of mass media news, which can be applied on the behavior of investors and thus reveal information that serves as a parameter for choosing the best timing for the investment decision and for strategies reduction of business exposure to factors external to the financing process. The second approach consists of the geography of investments, that is, the observation of the geographical characteristics of the origins of the contributions made in the enterprises. Thus, economic and demographic information can be used to select the location of the projects, as well as the geographical orientation of the financing campaign. To fulfill the objective of this research, four trials were developed. The first essay points out a current research agenda around crowdfunding and presents theoretical and empirical discussions on this topic. The second essay identifies the determinants of the success of funding for reward crowdfunding projects, through consideration of headquarters and project attributes. Based on more than 4,200 projects from 417 Brazilian cities, the main results obtained through logit regression and survival analysis suggest that art projects, those that intend larger sums of resources, and those that offer a greater number of rewards are, probably, less successful. On the other hand, projects accounting for more support and those developed in regions with a higher concentration of per capita household income tend to be more successful in their financing campaigns. The third essay investigates the effect of the geographical characteristics of the origin of the contributions and the textual sentiment of the news about the capture of reward crowdfunding. Based on more than 350,000 contribution operations, allocated in more than 2,600 crowdfunding projects, based in 390 Brazilian cities, the research findings indicate that the operational attributes of the projects may lead to increases in the value of the contributions. With respect to geography, the distance between entrepreneur / investor can reduce the tendency of the investor to deposit larger amounts in the ventures. However, the concentration of household income per capita has shown that regions with higher income stocks can contribute more to collective initiatives. Both pessimistic and optimistic news could influence the behavior of contributions in ventures. That is, through a pessimistic scenario, investors tend to deposit smaller amounts in the ventures. On the other hand, in optimistic scenarios, they are inclined to make bigger investments. Finally, the fourth essay analyzes the value of equity investments in equity crowdfunding ventures, through semantic analysis of the media and the geography of financial contributions. Based on 736 investments made in 22 equity crowdfunding ventures located in nine Brazilian cities, the results of the study indicate that the attributes of the ventures may impact the value of the capital allocation. As far as investor behavior on the news is concerned, it is noted that mass news releases with a greater number of positive words can encourage investors to apply larger financial amounts in the ventures. In contrast, the geographical distance between entrepreneur-investor may negatively affect the value of these investments. It is hoped that the empirical results presented here can provide theoretical contributions and managerial implications for academia, professionals, platform managers and public policymakers.
publishDate 2017
dc.date.accessioned.fl_str_mv 2017-10-24T19:23:24Z
dc.date.available.fl_str_mv 2017-10-24T19:23:24Z
dc.date.issued.fl_str_mv 2017-10-10
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10438/19018
url http://hdl.handle.net/10438/19018
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional do FGV (FGV Repositório Digital)
instname:Fundação Getulio Vargas (FGV)
instacron:FGV
instname_str Fundação Getulio Vargas (FGV)
instacron_str FGV
institution FGV
reponame_str Repositório Institucional do FGV (FGV Repositório Digital)
collection Repositório Institucional do FGV (FGV Repositório Digital)
bitstream.url.fl_str_mv https://repositorio.fgv.br/bitstreams/c714a8d0-07ff-4a19-8c6d-a603762ae0a4/download
https://repositorio.fgv.br/bitstreams/eff92fda-e662-490b-a3c6-075029ea547c/download
https://repositorio.fgv.br/bitstreams/0ee32a1f-0aa5-4f00-b394-5b9e1a8eba7d/download
https://repositorio.fgv.br/bitstreams/7574e2f9-e971-4fd1-a411-93eae9a2b245/download
https://repositorio.fgv.br/bitstreams/bc10ac10-7a47-43b0-9667-a5a5b4868bf7/download
https://repositorio.fgv.br/bitstreams/e220f0d8-69b8-4bab-a378-7f12d91600ee/download
bitstream.checksum.fl_str_mv ee9224020abd959bdf41305b3b0ed100
8367b05337fd83c92720e75f0b2c5564
2004a64bf28cf51094c363977af1f844
dfb340242cced38a6cca06c627998fa1
aaee883a3107904498987edbc2dc63db
b004da6cdedd46f47d9502d70be3ab74
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional do FGV (FGV Repositório Digital) - Fundação Getulio Vargas (FGV)
repository.mail.fl_str_mv
_version_ 1802749943859904512