Crowdfunding in the Development of Social Media Fanbase -- Case Study of Two Competing Ecosystems

The aim of the explorative study is to understand the role of crowdfunding in the development of the fanbase using data from two recent cases of competing business ecosystems. We conducted an event study that employed social set analysis (SSA) of Facebook data to uncover and better understand the users' interactions and brand associations before, during and after a crowdfunding campaign event. Key contribution of the study is the introduction of a new data source on co-creative interaction between companies and their customers, as well as an approach to support the study of ecosystems from a customer perspective. Our paper focuses especially on the role of Jolla's tablet crowdfunding campaign in the development of its fanbase in relation with Nokia's tablet launch during Slush 2014 event. We discuss the results, present substantive interpretations of the findings, implications of crowdfunding on fanbase development and conclude with directions for future work.

[1]  Ravikiran Vatrapu,et al.  Social Data Analytics Tool: Design, Development, and Demonstrative Case Studies , 2014, 2014 IEEE 18th International Enterprise Distributed Object Computing Conference Workshops and Demonstrations.

[2]  Ravikiran Vatrapu,et al.  Fuzzy-Set Based Sentiment Analysis of Big Social Data , 2014, 2014 IEEE 18th International Enterprise Distributed Object Computing Conference.

[3]  Jan Marco Leimeister,et al.  How Idea Creativity and Hedonic Value Influence Project Success in Crowdfunding , 2015, Wirtschaftsinformatik.

[4]  Ido Guy,et al.  Folksonomy-based term extraction for word cloud generation , 2011, CIKM 2011.

[5]  Brian J Rubinton.  Crowdfunding: Disintermediated Investment Banking , 2011 .

[6]  Alexander Benlian,et al.  Understanding the Dynamic Interplay of Social Buzz and Contribution Behavior within and between Online Platforms - Evidence from Crowdfunding , 2014, ICIS.

[7]  Paul Belleflamme,et al.  Crowdfunding: Tapping the Right Crowd , 2013, SSRN Electronic Journal.

[8]  Alfred A. Marcus,et al.  ON USING EVENT-STUDY METHODOLOGY IN STRATEGIC MANAGEMENT RESEARCH , 1988 .

[9]  Abid Hussain,et al.  Towards a Formal Model of Social Data , 2013 .

[10]  Ravikiran Vatrapu,et al.  Social Data Analytics Tool (SODATO) , 2014, DESRIST.

[11]  Yannis Pierrakis,et al.  The venture crowd: crowdfunding equity investments into business , 2012 .

[12]  Stephen L. Vargo,et al.  Innovation through institutionalization: A service ecosystems perspective , 2015 .

[13]  Stephen L. Vargo,et al.  It's all B2B…and beyond: Toward a systems perspective of the market , 2011 .

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

[15]  A. Parasuraman,et al.  Crowd-Funding: Transforming Customers into Investors through Innovative Service Platforms , 2011 .

[16]  Raghava Rao Mukkamala,et al.  A Set Theoretical Approach to Big Social Data Analytics: Concepts, Methods, Tools, and Findings , 2014 .

[17]  Philip S. Yu,et al.  Inferring the impacts of social media on crowdfunding , 2014, WSDM.

[18]  Rahul C. Basole.  Visualization of interfirm relations in a converging mobile ecosystem , 2008, 2008 7th International Conference on Mobile Business.

[19]  Abagail McWilliams,et al.  Event Studies In Management Research: Theoretical And Empirical Issues , 1997 .

[20]  Ravikiran Vatrapu,et al.  Detecting Corporate Social Media Crises on Facebook Using Social Set Analysis , 2015, 2015 IEEE International Congress on Big Data.

[21]  Arvind Parkhe,et al.  Orchestrating Innovation Networks , 2006 .

[22]  Ravikiran Vatrapu,et al.  Towards a Set Theoretical Approach to Big Data Analytics , 2014, 2014 IEEE International Congress on Big Data.

[23]  Michael J. Muller,et al.  Idea Assessment via Enterprise crowdfunding: an Empirical Analysis of Decision-Making Styles , 2014, ECIS.

[24]  Jukka Huhtamäki,et al.  Understanding Business Ecosystem Dynamics: A Data-Driven Approach , 2015, TMIS.

[25]  Ravikiran Vatrapu,et al.  Social Set Analysis of Corporate Social Media Crises on Facebook , 2015, 2015 IEEE 19th International Enterprise Distributed Object Computing Conference.

[26]  Ulrich Bretschneider,et al.  Motivations for crowdfunding: What Drives the Crowd to Invest in Start-UPS? , 2014, ECIS.

[27]  Dieter William Joenssen,et al.  Key Success-Determinants of Crowdfunded Projects: An Exploratory Analysis , 2013, ECDA.

[28]  J. Campbell,et al.  Event Studies in Economics and Finance , 1997 .

[29]  M. Mizruchi.  Social Network Analysis: Recent Achievements and Current Controversies , 1994 .

[30]  Neil Rubens,et al.  A Network Analysis of Investment Firms as Resource Routers in Chinese Innovation Ecosystem , 2011, J. Softw..

[31]  Lester Allan Lasrado,et al.  Crowdfunding in Finland: A New Alternative Disruptive Funding Instrument for Businesses , 2013, MindTrek.

[32]  Abid Hussain,et al.  Social Data Analytics Tool: A Demonstrative Case Study of Methodology and Software , 2014 .

[33]  Abid Hussain,et al.  Social Data Analytics Tool , 2014 .

[34]  Ethan Mollick,et al.  The Dynamics of Crowdfunding: Determinants of Success and Failure , 2013 .

[35]  Jan Marco Leimeister,et al.  Is all that Glitters Gold? Exploring The Effects of Perceived Risk on Backing Behavior in Reward-based Crowdfunding , 2014, ICIS.

[36]  Tao Wang,et al.  Antecedents of Project Implementation Success in crowdfunding , 2014, PACIS.

[37]  Abid Hussain,et al.  Towards a Set Theoretical Approach to Big Social Data Analytics: Concepts, Methods, Tools, and Empirical Findings , 2014 .

[38]  O. Lehner.  Crowdfunding social ventures: a model and research agenda , 2012 .