An empirical investigation of signaling in reward-based crowdfunding

Start-ups often face the challenge of a shortage of capital, the so-called funding gap, which can be overcome by raising small amounts of money from a large number of individuals. As crowdfunding suffers from a continuous rise in failure rates, the aim of this article is to contribute to the research concerning success factors in reward-based crowdfunding campaigns by focusing on signaling theory. Based on data retrieved from the crowdfunding platform Kickstarter, our results indicate that social ties, investment preparation and presentation, the supply of multiple rewards as well as endeavors to communicate and interact with the crowd positively influence the probability of success of a reward-based crowdfunding campaign. In contrast, the funding goal, a campaign’s runtime and the estimated time of delivery for the rewards have a negative impact on the successful completion of a campaign.

[1]  Xiaolin Lin,et al.  Factors Affecting Online Consumer's Behavior: An Investigation Across Gender , 2013, AMCIS.

[2]  M. Colombo,et al.  Internal Social Capital and the Attraction of Early Contributions in Crowdfunding , 2015 .

[3]  C. Ranganathan,et al.  Key dimensions of business-to-consumer web sites , 2002, Inf. Manag..

[4]  Dwayne D. Gremler,et al.  Do Service Guarantees Guarantee Greater Market Value? , 2014 .

[5]  Pingjun Jiang,et al.  Customer intention to return online: price perception, attribute‐level performance, and satisfaction unfolding over time , 2005 .

[6]  Bernard J. Jansen,et al.  Twitter power: Tweets as electronic word of mouth , 2009, J. Assoc. Inf. Sci. Technol..

[7]  Barbara L. Gross,et al.  Why we buy what we buy: A theory of consumption values , 1991 .

[8]  Yun Xu,et al.  The role of multidimensional social capital in crowdfunding: A comparative study in China and US , 2014, Inf. Manag..

[9]  Jacob Solomon,et al.  Coordinating donors on crowdfunding websites , 2014, CSCW.

[10]  D. Gefen,et al.  Consumer trust in B2C e-Commerce and the importance of social presence: experiments in e-Products and e-Services , 2004 .

[11]  Detmar W. Straub,et al.  Trust and TAM in Online Shopping: An Integrated Model , 2003, MIS Q..

[12]  Saonee Sarker,et al.  A Conceptual Framework for Understanding Crowdfunding , 2015, Commun. Assoc. Inf. Syst..

[13]  Brian L. Connelly,et al.  Signaling Theory: A Review and Assessment , 2011 .

[14]  Donald O. Neubaum,et al.  The Effect of Virtuous and Entrepreneurial Orientations on Microfinance Lending and Repayment: A Signaling Theory Perspective , 2015 .

[15]  M. Spence Job Market Signaling , 1973 .

[16]  Aaron S. Edlin Show me the money. , 1998, Chemistry & biology.

[17]  Tibert Verhagen,et al.  Perceived risk and trust associated with purchasing at electronic marketplaces , 2006, Eur. J. Inf. Syst..

[18]  Kathy Hammond,et al.  Measuring the impact of positive and negative word of mouth on brand purchase probability , 2008 .

[19]  Steven Walczak,et al.  The relationship between website quality, trust and price premiums at online auctions , 2010, Electron. Commer. Res..

[20]  Bernd H. Schmitt,et al.  Waiting time and decision making: is time like money? , 1995 .

[21]  Audun Jøsang,et al.  Technologies for Trust in Electronic Commerce , 2004, Electron. Commer. Res..

[22]  Avi Goldfarb,et al.  Friends, Family, and the Flat World: The Geography of Crowdfunding , 2011 .

[23]  S. Carr Collective Action and the Financing of Innovation: Evidence from Crowdfunding , 2013 .

[24]  Hans C. Jessen,et al.  Applied Logistic Regression Analysis , 1996 .

[25]  H. Bansal,et al.  Word-of-Mouth Processes within a Services Purchase Decision Context , 2000 .

[26]  E. Levitas,et al.  Signaling the Strategic Value of Knowledge , 2004 .

[27]  Robert M. O'Keefe,et al.  Web-based customer decision support systems , 1998, CACM.

[28]  Richard T. Harrison,et al.  Improving Access to Early Stage Venture Capital in Regional Economies: A New Approach to Investment Readiness , 2004 .

[29]  Izak Benbasat,et al.  Online consumer decision support , 2005 .

[30]  Peiguan Wu,et al.  Interpersonal Relationship, Service Quality, Seller Expertise: How Important Are They to Adolescent Consumers? , 2012 .

[31]  Miriam J. Metzger,et al.  Mitigating risk in ecommerce transactions: perceptions of information credibility and the role of user-generated ratings in product quality and purchase intention , 2014, Electron. Commer. Res..

[32]  S. Ghoshal,et al.  Social Capital, Intellectual Capital, and the Organizational Advantage , 1998 .

[33]  Johan Aberg,et al.  The role of human Web assistants in e-commerce: an analysis and a usability study , 2000, Internet Res..

[34]  Stefan Pitschner,et al.  Non-profit differentials in crowd-based financing: Evidence from 50,000 campaigns , 2014 .

[35]  Armin Schwienbacher,et al.  Crowdfunding: An Industrial Organization Perspective , 2010 .

[36]  Calvin Qiu Issues in Crowdfunding: Theoretical and Empirical Investigation on Kickstarter , 2013 .

[37]  Xianggui Qu,et al.  Multivariate Data Analysis , 2007, Technometrics.

[38]  M. Baddeley Herding, social influence and economic decision-making: socio-psychological and neuroscientific analyses , 2010, Philosophical Transactions of the Royal Society B: Biological Sciences.

[39]  M. Spence Signaling in Retrospect and the Informational Structure of Markets , 2002 .

[40]  Wai-Tat Fu,et al.  Emerging Dynamics in Crowdfunding Campaigns , 2014, SBP.

[41]  Nuno Moutinho,et al.  INNOVATION THROUGH CROWDFUNDING: A QUANTITATIVE AND QUALITATIVE ANALYSIS OF KICKSTARTER , 2012 .

[42]  Subramanian Balachander,et al.  The Making of a "Hot Product": A Signaling Explanation of Marketers' Scarcity Strategy , 2005, Manag. Sci..

[43]  Ohad Barzilay,et al.  Playing Both Sides of the Market: Success and Reciprocity on Crowdfunding Platforms , 2015, ICIS.

[44]  A. Bock,et al.  Exploring entrepreneurial legitimacy in reward-based crowdfunding , 2014 .

[45]  B. Clarysse,et al.  Does the Possibility to Make Equity Investments in Crowdfunding Projects Crowd Out Reward–Based Investments? , 2015 .

[46]  Dawn Iacobucci,et al.  The effect of guarantees on consumers’ evaluation of services , 1998 .

[47]  Armin Schwienbacher,et al.  Crowdfunding Models: Keep-It-All vs. All-Or-Nothing , 2019 .

[48]  Gianfranco Gianfrate,et al.  The Bearable Lightness of Crowdfunding: Evidences from Technology Projects , 2013 .

[49]  Jonathan W. Palmer,et al.  Web Site Usability, Design, and Performance Metrics , 2002, Inf. Syst. Res..

[50]  Bernardo A. Huberman,et al.  Predicting the Future with Social Media , 2010, Web Intelligence.

[51]  Raquel Benbunan-Fich,et al.  Signaling theory and information asymmetry in online commerce , 2012, Inf. Manag..

[52]  Gitte Lindgaard,et al.  Attention web designers: You have 50 milliseconds to make a good first impression! , 2006, Behav. Inf. Technol..

[53]  Eric Gilbert,et al.  The language that gets people to give: phrases that predict success on kickstarter , 2014, CSCW.

[54]  Ethan Mollick The Dynamics of Crowdfunding: An Exploratory Study , 2014 .

[55]  Dianne Hall,et al.  An Exploratory Look at Early Online Auction Decisions: Extending Signal Theory , 2015, J. Theor. Appl. Electron. Commer. Res..

[56]  Maryanne M. Mowen,et al.  Time and Outcome Valuation: Implications for Marketing Decision Making , 1991 .

[57]  Shelley E. Taylor,et al.  Positive illusions and well-being revisited: separating fact from fiction. , 1994, Psychological bulletin.

[58]  Wai-Tat Fu,et al.  Show me the money!: an analysis of project updates during crowdfunding campaigns , 2014, CHI.

[59]  Colin Clark,et al.  The impact of entrepreneurs' oral ‘pitch’ presentation skills on business angels' initial screening investment decisions , 2008 .

[60]  John D. Wells,et al.  WHAT SIGNAL ARE YOU SENDING ? HOW WEBSITE QUALITY INFLUENCES PERCEPTIONS OF PRODUCT QUALITY AND PURCHASE INTENTIONS 1 , 2011 .

[61]  B. Bayus,et al.  Crowdfunding Creative Ideas: The Dynamics of Project Backers in Kickstarter , 2015 .

[62]  Chee-Wee Tan,et al.  An Empirical Investigation of the Impact of Online Product Presentation on Hedonic Web Shopping , 2013 .

[63]  Brian Mullen,et al.  The psychology of consumer behavior , 1990 .

[64]  U. Ligges Review of An R and S-PLUS companion to applied regression by J. Fox, Sage Publications, Thousand Oaks, California 2002 , 2003 .

[65]  Timothy C. Brock,et al.  10 – Implications of Commodity Theory for Value Change1 , 1968 .

[66]  Sriram Thirumalai,et al.  Customization of the online purchase process in electronic retailing and customer satisfaction: An online field study , 2011 .

[67]  Izak Benbasat,et al.  Investigating the Influence of the Functional Mechanisms of Online Product Presentations , 2007 .

[68]  P. Herr,et al.  Effects of Word-of-Mouth and Product-Attribute Information on Persuasion: An Accessibility-Diagnosticity Perspective , 1991 .

[69]  Paul Belleflamme,et al.  Individual crowdfunding practices , 2013, Venture Capital.

[70]  H. Fromkin Effects of experimentally aroused feelings of undistinctiveness upon valuation of scarce and novel experiences. , 1970, Journal of personality and social psychology.

[71]  Marios D. Sotiriadis,et al.  Electronic word-of-mouth and online reviews in tourism services: the use of twitter by tourists , 2013, Electron. Commer. Res..

[72]  Jonathan Steuer,et al.  Defining virtual reality: dimensions determining telepresence , 1992 .

[73]  Avi Goldfarb,et al.  Some Simple Economics of Crowdfunding , 2013, Innovation Policy and the Economy.

[74]  T. Hazen,et al.  Crowdfunding or Fraudfunding? Social Networks and the Securities Laws – Why the Specially Tailored Exemption Must be Conditioned on Meaningful Disclosure , 2012 .

[75]  Dan M. Marom,et al.  Are the life and death of an early-stage venture indeed in the power of the tongue? Lessons from online crowdfunding pitches , 2018, Strategic Entrepreneurship Journal.

[76]  Paul Herbig,et al.  The relationship of reputation and credibility to brand success , 1993 .

[77]  Louis Phlips,et al.  The Economics of Price Discrimination , 1983 .

[78]  Lawrence A. Crosby,et al.  Relationship Quality in Services Selling: An Interpersonal Influence Perspective: , 1990 .

[79]  R. Cropanzano,et al.  Social Exchange Theory: An Interdisciplinary Review , 2005 .

[80]  Izak Benbasat,et al.  Multimedia-based interactive advising technology for online consumer decision support , 2004, CACM.

[81]  Cristina Rossi Lamastra,et al.  Why Crowdfunding Projects Can Succeed: The Role of Proponents’ Individual and Territorial Social Capital , 2013 .

[82]  Martin L. Martens,et al.  DO THE STORIES THEY TELL GET THEM THE MONEY THEY NEED? THE ROLE OF ENTREPRENEURIAL NARRATIVES IN RESOURCE ACQUISITION , 2007 .

[83]  Gerald Häubl,et al.  Interactive consumer decision aids , 2008 .

[84]  Anindya Ghose,et al.  An Empirical Examination of the Antecedents and Consequences of Contribution Patterns in Crowd-Funded Markets , 2013, Inf. Syst. Res..

[85]  Dwayne D. Gremler,et al.  Electronic word-of-mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the Internet? , 2004 .

[86]  Cate Riegner Word of Mouth on the Web: The Impact of Web 2.0 on Consumer Purchase Decisions , 2007, Journal of Advertising Research.

[87]  S. Kotha,et al.  Entrepreneur Passion And Preparedness In Business Plan Presentations: A Persuasion Analysis Of Venture Capitalists' Funding Decisions , 2009 .

[88]  Ying-Hueih Chen,et al.  Website attributes that increase consumer purchase intention: A conjoint analysis , 2010 .

[89]  Elizabeth Gerber,et al.  Understanding and leveraging social networks for crowdfunding: opportunities and challenges , 2014, Conference on Designing Interactive Systems.