Content or Community? A Digital Business Strategy for Content Providers in the Social Age

The content industry has been undergoing a tremendous transformation in the last two decades. We focus in this paper on recent changes in the form of social computing. Although the content industry has implemented social computing to a large extent, it has done so from a techno-centric approach in which social features are viewed as complementary rather than integral to content. This approach does not capitalize on users' social behavior in the website and does not answer the content industry's need to elicit payment from consumers. We suggest that both of these objectives can be achieved by acknowledging the fusion between content and community, making the social experience central to the content website's digital business strategy. We use data from Last.fm, a site offering both music consumption and online community features. The basic use of Last.fm is free, and premium services are provided for a fixed monthly subscription fee. Although the premium services on Last.fm are aimed primarily at improving the content consumption experience, we find that willingness to pay for premium services is strongly associated with the level of community participation of the user. Drawing from the literature on levels of participation in online communities, we show that consumers' willingness to pay increases as they climb the so-called "ladder of participation" on the website. Moreover, we find that willingness to pay is more strongly linked to community participation than to the volume of content consumption. We control for self-selection bias by using propensity score matching. We extend our results by estimating a hazard model to study the effect of community activity on the time between joining the website and the subscription decision. Our results suggest that firms whose digital business models remain viable in a world of "freemium" will be those that take a strategic rather than techno-centric view of social media, that integrate social media into the consumption and purchase experience rather than use it merely as a substitute for offline soft marketing. We provide new evidence of the importance of fusing social computing with content delivery and, in the process, lay a foundation for a broader strategic path for the digital content industry in an age of growing user participation.

[1]  Christian Nuernbergk,et al.  COMPETITION, COMPLEMENTARITY OR INTEGRATION? , 2010 .

[2]  Cameron Marlow,et al.  Feed me: motivating newcomer contribution in social network sites , 2009, CHI.

[3]  D. Teece Business Models, Business Strategy and Innovation , 2010 .

[4]  Allen M. Weiss,et al.  Moving from Free to Fee: How Online Firms Market to Change Their business Model Successfully. , 2008 .

[5]  Sanjay Jain,et al.  Digital Piracy: A Competitive Analysis , 2008, Mark. Sci..

[6]  Cliff Lampe,et al.  Follow the (slash) dot: effects of feedback on new members in an online community , 2005, GROUP.

[7]  Dominique M. Hanssens,et al.  The Impact of Marketing-Induced versus Word-of-Mouth Customer Acquisition on Customer Equity Growth , 2008 .

[8]  R. Picard Changing business models of online content services: Their implications for multimedia and other content producers , 2000 .

[9]  B. Shneiderman,et al.  The Reader-to-Leader Framework: Motivating Technology-Mediated Social Participation , 2009 .

[10]  A. Parasuraman,et al.  The Behavioral Consequences of Service Quality , 1996 .

[11]  A. Rangaswamy,et al.  The Online Medium and Customer Price Sensitivity , 1999 .

[12]  Rahul Telang,et al.  The Effect of Digital Sharing Technologies on Music Markets: A Survival Analysis of Albums on Ranking Charts , 2007, Manag. Sci..

[13]  D. Rubin,et al.  The central role of the propensity score in observational studies for causal effects , 1983 .

[14]  Thomas Hess,et al.  Pricing of Content Services - An Empirical Investigation of Music as a Service , 2010, AMCIS.

[15]  D. Rubin BIAS REDUCTION USING MAHALANOBIS METRIC MATCHING , 1978 .

[16]  Ramayya Krishnan,et al.  An Empirical Analysis of Network Externalities in Peer-to-Peer Music Sharing Networks , 2003, ICIS.

[17]  David Godes,et al.  Using Online Conversations to Study Word-of-Mouth Communication , 2004 .

[18]  D. Lehmann,et al.  Reactance to Recommendations: When Unsolicited Advice Yields Contrary Responses , 2004 .

[19]  H. B. Mann,et al.  On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other , 1947 .

[20]  Ravi Bapna,et al.  Are Paid Subscriptions on Music Social Networks Contagious ? A Randomized Field Experiment , 2011 .

[21]  Shu Lin,et al.  Plant Information Systems, Manufacturing Capabilities, and Plant Performance , 2006, MIS Q..

[22]  Varun Grover,et al.  Shaping Agility through Digital Options: Reconceptualizing the Role of Information Technology in Contemporary Firms , 2003, MIS Q..

[23]  Youngjin Yoo,et al.  Emergent leadership in virtual teams: what do emergent leaders do? , 2004, Inf. Organ..

[24]  Monic Sun,et al.  Ad Revenue and Content Commercialization: Evidence from Blogs , 2011 .

[25]  R. Lal,et al.  The Effects of Brand Loyalty on Competitive Price Promotional Strategies , 1990 .

[26]  J. Heckman Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations. , 1997 .

[27]  Jay Hung,et al.  Economic Essentials of Online Publishing with Associated Trends and Patterns , 2010 .

[28]  Rolph E. Anderson,et al.  Customer loyalty in e-commerce: an exploration of its antecedents and consequences , 2002 .

[29]  Amy Jo Kim,et al.  Community building on the Web , 2000 .

[30]  Alan Dick,et al.  Customer loyalty: Toward an integrated conceptual framework , 1994 .

[31]  Peter Weill,et al.  Place to Space: Migrating to Ebusiness Models , 2001 .

[32]  John C. Henderson,et al.  Strategic Alignment: Leveraging Information Technology for Transforming Organizations , 1993, IBM Syst. J..

[33]  Detmar W. Straub,et al.  Research Commentary: Transformational Issues in Researching IS and Net-Enabled Organizations , 2001, Inf. Syst. Res..

[34]  Tim O'Reilly,et al.  What is Web 2.0: Design Patterns and Business Models for the Next Generation of Software , 2007 .

[35]  Dominique M. Hanssens,et al.  The Impact of Marketing-Induced vs . Word-of-Mouth Customer Acquisition on Customer Equity by , 2006 .

[36]  Robert E. Kraut,et al.  Predicting Continued Participation in Newsgroups , 2006, J. Comput. Mediat. Commun..

[37]  V. Zeithaml Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence: , 1988 .

[38]  Etienne Wenger,et al.  Situated Learning: Legitimate Peripheral Participation , 1991 .

[39]  M. Pritchard,et al.  The Loyal Traveler: Examining a Typology of Service Patronage , 1997 .

[40]  David A. Huffaker,et al.  The language of online leadership: gender and youth engagement on the internet. , 2006, Developmental psychology.

[41]  Eric K. Clemons,et al.  The complex problem of monetizing virtual electronic social networks , 2009, Decis. Support Syst..

[42]  Feng Zhu,et al.  Ad Revenue and Content Commercialization: Evidence from Blogs ∗ , 2011 .

[43]  Arun Sundararajan,et al.  Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks , 2009, Proceedings of the National Academy of Sciences.

[44]  W. Greene,et al.  计量经济分析 = Econometric analysis , 2009 .

[45]  T. DiPrete,et al.  7. Assessing Bias in the Estimation of Causal Effects: Rosenbaum Bounds on Matching Estimators and Instrumental Variables Estimation with Imperfect Instruments , 2004 .

[46]  Jen-Hung Huang,et al.  Herding in online product choice , 2006 .

[47]  J. Cook,et al.  New work attitude measures of trust, organizational commitment and personal need non‐fulfilment , 1980 .

[48]  Etienne Wenger,et al.  Communities of Practice: Learning, Meaning, and Identity , 1998 .

[49]  Andrew B. Whinston,et al.  Research Issues in Social computing , 2007, J. Assoc. Inf. Syst..

[50]  Jeongil Choi,et al.  An Empirical Study of User Acceptance of Fee-Based Online Content , 2009, J. Comput. Inf. Syst..

[51]  A. Bruckman,et al.  Why Do People Write for Wikipedia? Incentives to Contribute to Open-Content Publishing , 2005 .

[52]  S. Beatty,et al.  Alternative hierarchies of the attitude-behavior relationship: The impact of brand commitment and habit , 1988 .

[53]  Ying Lu,et al.  Understanding the Link Between Information Technology Capability and Organizational Agility: An Empirical Examination , 2011, MIS Q..

[54]  Fang Wu,et al.  Crowdsourcing, attention and productivity , 2008, J. Inf. Sci..

[55]  Youngjin Yoo,et al.  Computing in Everyday Life: A Call for Research on Experiential Computing , 2010, MIS Q..

[56]  Sudip Bhattacharjee,et al.  A Behavioral Model of Digital Music Piracy , 2004, J. Organ. Comput. Electron. Commer..

[57]  eter Weeill Place to space , 2005 .

[58]  Gordon L. Fullerton The service quality–loyalty relationship in retail services: does commitment matter? , 2005 .

[59]  Mayuram S. Krishnan,et al.  From Association to Causation via a Potential Outcomes Approach , 2009, Inf. Syst. Res..

[60]  Erik Brynjolfsson,et al.  Consumer Surplus in the Digital Economy: Estimating the Value of Increased Product Variety at Online Booksellers , 2003, Manag. Sci..

[61]  G. Bettega,et al.  [Bad news!]. , 2008, Revue de stomatologie et de chirurgie maxillo-faciale.

[62]  Frederick J. Riggins Market Segmentation and Information Development Costs in a Two-Tiered Fee-Based and Sponsorship-Based Web Site , 2003, J. Manag. Inf. Syst..

[63]  C. Anderson,et al.  Free: The Future of a Radical Price , 2009 .

[64]  R. Eisenberger,et al.  Perceived Organizational Support and Employee Diligence, Commitment, and Innovation , 1990 .

[65]  Santa Clara,et al.  Research Issues in Social Computing * , 2007 .

[66]  Steven R. Lerman,et al.  The Estimation of Choice Probabilities from Choice Based Samples , 1977 .

[67]  Jonathon N. Cummings,et al.  The quality of online social relationships , 2002, CACM.

[68]  Gordon L. Fullerton When Does Commitment Lead to Loyalty? , 2003 .

[69]  Y. Wiener Commitment in Organizations: A Normative View , 1982 .

[70]  Amy Jo Kim,et al.  Community Building on the Web: Secret Strategies for Successful Online Communities , 2000 .

[71]  Dat-Dao Nguyen,et al.  FEE -BASED ONLINE SERVICES : EXPLORING CONSUMERS’ WILLINGNESS TO PAY , 2004, Journal of International Technology and Information Management.

[72]  Sudip Bhattacharjee,et al.  Digital music and online sharing: software piracy 2.0? , 2003, CACM.

[73]  Jennifer Preece,et al.  Lurker demographics: counting the silent , 2000, CHI.

[74]  Brian S. Butler,et al.  Research Note - The Impact of Community Commitment on Participation in Online Communities , 2011, Inf. Syst. Res..

[75]  S. O'Donohoe,et al.  Groundswell: Winning in a World Transformed by Social Technologies , 2008 .

[76]  Bradley C. Wheeler,et al.  NEBIC: A Dynamic Capabilities Theory for Assessing Net-Enablement , 2002, Inf. Syst. Res..

[77]  John P. Meyer,et al.  A three-component conceptualization of organizational commitment , 1991 .

[78]  C. Fornell A National Customer Satisfaction Barometer: The Swedish Experience: , 1992 .

[79]  Michel Bierlaire,et al.  DISCRETE CHOICE MODELS , 1998 .