Social Dollars: The Economic Impact of Customer Participation in a Firm-Sponsored Online Customer Community

Many firms operate customer communities online. This is motivated by the belief that customers who join the community become more engaged with the firm and/or its products, and as a result, increase their economic activity with the firm. We describe this potential economic benefit as "social dollars." This paper contributes evidence for the existence and source of social dollars using data from a multichannel entertainment products retailer that launched a customer community online. We find a significant increase in customer expenditures attributable to customers joining the firm's community. While self-selection is a concern with field data, we rule out multiple alternative explanations. Social dollars persist over the time period observed and arose primarily in the online channel. To assess the source of the social dollar, we hypothesize and test whether it is moderated by participation behaviors conceptually linked to common attributes of customer communities. Our results reveal that posters versus lurkers of community content and those with more versus fewer social ties in the community generated more fewer social dollars. We found a null effect for our measure of the informational advantage expected to accrue to products that differentially benefit from content posted by like-minded community members. This overall pattern of results suggests a stronger social than informational source of economic benefits for firm operators of customer communities. Several implications for firms considering investments in and/or managing online customer communities are discussed.

[1]  Thomas C. O'Guinn,et al.  brand community , 2022, The Fairchild Books Dictionary of Fashion.

[2]  K. Ruyter,et al.  Social Capital Production in a Virtual P3 Community , 2008 .

[3]  N. Lee,et al.  Word of mouth communication within online communities: Conceptualizing the online social network , 2007 .

[4]  L. Freeman Centrality in social networks conceptual clarification , 1978 .

[5]  Marc J. Schniederjans,et al.  Enhancing financial performance with social media: An impression management perspective , 2013, Decis. Support Syst..

[6]  R. Bagozzi,et al.  A Social Influence Model of Consumer Participation in Network- and Small-Group-Based Virtual Communities , 2004 .

[7]  Harikesh S. Nair,et al.  Social Ties and User Generated Content: Evidence from an Online Social Network , 2011, Manag. Sci..

[8]  R. Kozinets E-tribalized Marketing?: The Strategic Implications of Virtual Communities of Consumption , 1999 .

[9]  William Reed,et al.  War and Rivalry among Great Powers , 2001 .

[10]  J. Papastavrou,et al.  Accounting for Endogeneity When Assessing Strategy Performance: Does Entry Mode Choice Affect Fdi Survival , 1998 .

[11]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[12]  M. McPherson,et al.  Birds of a Feather: Homophily in Social Networks , 2001 .

[13]  Christopher R. Taber,et al.  Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools , 2000, Journal of Political Economy.

[14]  Costas Meghir,et al.  Estimating Labor Supply Responses Using Tax Reforms , 2007 .

[15]  Ana Ivelisse Avilés,et al.  Linear Mixed Models for Longitudinal Data , 2001, Technometrics.

[16]  Andrew D. Gershoff,et al.  Recommendation or Evaluation? Task Sensitivity in Information Source Selection , 2001 .

[17]  Martin Guha,et al.  Encyclopedia of Statistics in Behavioral Science , 2006 .

[18]  Brian Krauth,et al.  Peer and Selection Effects on Youth Smoking in California , 2007 .

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

[20]  P. Bonacich Factoring and weighting approaches to status scores and clique identification , 1972 .

[21]  Scott L. Hershberger,et al.  Modeling Intraindividual Variability With Repeated Measures Data : Methods and Applications , 2013 .

[22]  J. Heckman Sample selection bias as a specification error , 1979 .

[23]  Brian Krauth,et al.  Bounding a Linear Causal Effect Using Relative Correlation Restrictions , 2015 .

[24]  Petra E. Todd,et al.  Matching As An Econometric Evaluation Estimator , 1998 .

[25]  Brian Solis,et al.  Engage: The Complete Guide for Brands and Businesses to Build, Cultivate, and Measure Success in the New Web , 2010 .

[26]  Melanie E. Zaglia Brand communities embedded in social networks☆ , 2013, Journal of business research.

[27]  Harikesh S. Nair,et al.  Social Ties and User Generated Content: Evidence from an Online Social Network , 2011 .

[28]  G. Hutton Net gain: Expanding markets through virtual communities , 1998 .

[29]  Utpal M. Dholakia,et al.  Effective Brand Community Management: Lessons from Customer Enthusiasts , 2009 .

[30]  Jonna Holland,et al.  Customer participation in creating site brand loyalty , 2001 .

[31]  G. Imbens,et al.  Large Sample Properties of Matching Estimators for Average Treatment Effects , 2004 .

[32]  Stephen G. Donald,et al.  Inference with Difference-in-Differences and Other Panel Data , 2007, The Review of Economics and Statistics.

[33]  M E J Newman,et al.  Identity and Search in Social Networks , 2002, Science.

[34]  T. Brock,et al.  COMMUNICATOR-RECIPIENT SIMILARITY AND DECISION CHANGE. , 1965, Journal of personality and social psychology.

[35]  A. Herrmann,et al.  The Social Influence of Brand Community: Evidence from European Car Clubs , 2005 .

[36]  J. McAlexander,et al.  Building Brand Community , 2002 .

[37]  Xinlei Chen,et al.  Does Online Community Participation Foster Risky Financial Behavior? , 2012 .

[38]  A. Muñiz,et al.  How Brand Community Practices Create Value , 2009 .

[39]  Lorne Olfman,et al.  The Influence of On-Line Brand Community Characteristics on Community Commitment and Brand Loyalty , 2008, Int. J. Electron. Commer..

[40]  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 .

[41]  Joon Koh,et al.  The Influence of Online Brand Community Characteristics on Community Commitment and Brand Loyalty , 2007, 2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07).

[42]  Patrick A. Puhani,et al.  The Heckman Correction for Sample Selection and Its Critique - A Short Survey , 2000 .

[43]  R. Kozinets The Field behind the Screen: Using Netnography for Marketing Research in Online Communities , 2002 .

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

[45]  Costas Meghir,et al.  Estimating labour supply responses using tax reforms , 1995 .

[46]  René Algesheimer,et al.  The Impact of Customer Community Participation on Customer Behaviors: An Empirical Investigation , 2009, Mark. Sci..

[47]  Mohammad Reza Habibi,et al.  The effects of social media based brand communities on brand community markers, value creation practices, brand trust and brand loyalty , 2012, Comput. Hum. Behav..

[48]  Avi Goldfarb,et al.  Search Engine Advertising: Channel Substitution when Pricing Ads to Context , 2010, Manag. Sci..

[49]  R. Bagozzi,et al.  Intentional social action in virtual communities , 2002 .

[50]  Richard Gruner,et al.  Firm-hosted online brand communities and new product success , 2014 .

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

[52]  Sridhar Narayanan,et al.  Identifying Causal Marketing Mix Effects Using a Regression Discontinuity Design , 2011, Mark. Sci..

[53]  Bart J. Bronnenberg,et al.  Do Digital Video Recorders Influence Sales? , 2010 .

[54]  T. Shakespeare,et al.  Observational Studies , 2003 .

[55]  Ritu Agarwal,et al.  Through a Glass Darkly: Information Technology Design, Identity Verification, and Knowledge Contribution in Online Communities , 2007, Inf. Syst. Res..

[56]  Ann E. Schlosser Posting versus Lurking: Communicating in a Multiple Audience Context , 2005 .

[57]  E. Duflo,et al.  How Much Should We Trust Differences-in-Differences Estimates? , 2001 .

[58]  Vijay Mahajan,et al.  The Economic Leverage of the Virtual Community , 2001, Int. J. Electron. Commer..

[59]  Constance Elise Porter,et al.  Cultivating Trust and Harvesting Value in Virtual Communities , 2008, Manag. Sci..

[60]  David Autor Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing , 2001, Journal of Labor Economics.

[61]  P. Greenfield,et al.  Self-Presentation and Gender on MySpace. , 2008 .

[62]  Andrew B. Whinston,et al.  Electronic Communities in E-Business: Their Role and Issues , 2000, Inf. Syst. Frontiers.

[63]  Lawrence Feick,et al.  The Effects of Preference Heterogeneity and Source Characteristics on Ad Processing and Judgements about Endorsers , 1992 .

[64]  Danah Boyd,et al.  Social Network Sites: Definition, History, and Scholarship , 2007, J. Comput. Mediat. Commun..

[65]  Chrysanthos Dellarocas,et al.  The Digitization of Word-of-Mouth: Promise and Challenges of Online Feedback Mechanisms , 2003, Manag. Sci..

[66]  James J. Heckman,et al.  Characterizing Selection Bias Using Experimental Data , 1998 .

[67]  S. Wasserman,et al.  Models and Methods in Social Network Analysis , 2005 .

[68]  Stephen J. Hoch,et al.  An Anchoring and Adjustment Model of Purchase Quantity Decisions , 1998 .

[69]  S. Chaiken,et al.  Causal inferences about communicators and their effect on opinion change , 1978 .

[70]  R. Bagozzi,et al.  Antecedents and purchase consequences of customer participation in small group brand communities , 2006 .

[71]  Avi Goldfarb,et al.  Advertising Bans and the Substitutability of Online and Offline Advertising , 2010 .

[72]  Jochen Wirtz,et al.  Managing brands and customer engagement in online brand communities , 2013 .

[73]  Peter H. Reingen,et al.  Social Ties and Word-of-Mouth Referral Behavior , 1987 .

[74]  D. Hindman The Virtual Community: Homesteading on the Electronic Frontier , 1996 .