Customers' Influence Makes or Breaks Your Brand's Success Story - Accounting for Positive and Negative Social Influence in Online Customer Networks

The ongoing proliferation of digital technologies is reshaping the customer-firm relationship by providing new possibilities for companies and customers to interact with each other. Companies try to involve customers in firm-sponsored online customer networks to connect them more deeply with the brand. In this context, the impact of positive social influence induced among customers on their value contribution has been acknowledged, however, research often neglects the impact of negative social influence. We propose therefore a novel approach to account for direct and indirect as well as positive and negative social influence between customers in online customer networks to calculate customers’ integrated value contribution. We demonstrate the applicability of our approach using an illustrative online customer network. Our approach allows practitioners to evaluate customers’ “true” value in online customer networks by preventing over- and underestimation of customers’ value contribution.

[1]  J. Arndt Role of Product-Related Conversations in the Diffusion of a New Product , 1967 .

[2]  Jyh-Jeng Wu,et al.  Trust factors influencing virtual community members: A study of transaction communities , 2010 .

[3]  E. Muller,et al.  Decomposing the Value of Word-of-Mouth Seeding Programs: Acceleration vs. Expansion , 2012 .

[4]  Katherine N. Lemon,et al.  What Is the True Value of a Lost Customer? , 2003 .

[5]  Jari Salo,et al.  Engaging consumers online through websites and social media: A gender study of Italian Generation Y clothing consumers , 2015, Int. J. Inf. Manag..

[6]  H. Reis,et al.  The relationship context of human behavior and development. , 2000, Psychological bulletin.

[7]  Monika Koller,et al.  Taking a deeper look at online reviews: The asymmetric effect of valence intensity on shopping behaviour , 2013 .

[8]  Chris Volinsky,et al.  Network-Based Marketing: Identifying Likely Adopters Via Consumer Networks , 2006, math/0606278.

[9]  Florian Probst,et al.  Customer Lifetime Network Value , 2014, ICIS.

[10]  Bruce D. Weinberg,et al.  Connected customer lifetime value: The impact of social media , 2011 .

[11]  Efraim Turban,et al.  What Drives Social Commerce: The Role of Social Support and Relationship Quality , 2011, Int. J. Electron. Commer..

[12]  Charlie C. Chen,et al.  What drives electronic word-of-mouth on social networking sites? Perspectives of social capital and self-determination , 2016, Telematics Informatics.

[13]  M. Meuter,et al.  Electronic Word-of-Mouth Versus Interpersonal Word-of-Mouth: Are All Forms of Word-of-Mouth Equally Influential? , 2013 .

[14]  P. Homer,et al.  Message Framing and the Interrelationships among Ad-Based Feelings, Affect, and Cognition , 1992 .

[15]  Chiao-Chen Chang,et al.  The Impact of Recommendation Sources on Online Purchase Intentions: The Moderating Effects of Gender and Perceived Risk , 2010 .

[16]  Stefan Stieglitz,et al.  An Interdisciplinary Approach and Its Implications for Information Systems , 2014 .

[17]  Hsinchun Chen,et al.  Social Media Analytics and Intelligence , 2010, IEEE Intell. Syst..

[18]  Jacob Goldenberg,et al.  Cellular automata modeling of resistance to innovations: Effects and solutions , 2004 .

[19]  V. Kumar,et al.  Practice Prize Winner - Creating a Measurable Social Media Marketing Strategy: Increasing the Value and ROI of Intangibles and Tangibles for Hokey Pokey , 2013, Mark. Sci..

[20]  E. Anderson Customer Satisfaction and Word of Mouth , 1998 .

[21]  Gerald C. Kane,et al.  What's Different about Social Media Networks? A Framework and Research Agenda , 2014, MIS Q..

[22]  Jyun-Cheng Wang,et al.  The Impacts of Online Lightweight Interactions as Signals , 2013, ICIS.

[23]  Tung Bui,et al.  Harnessing the Influence of Social Proof in Online Shopping: The Effect of Electronic Word of Mouth on Sales of Digital Microproducts , 2011, Int. J. Electron. Commer..

[24]  Ingoo Han,et al.  The effect of negative online consumer reviews on product attitude: An information processing view , 2008, Electron. Commer. Res. Appl..

[25]  Lillian Lee,et al.  Opinion Mining and Sentiment Analysis , 2008, Found. Trends Inf. Retr..

[26]  Robert P. Leone,et al.  How valuable is word of mouth? , 2007, Harvard business review.

[27]  S. Noble,et al.  The influence of C2C communications in online brand communities on customer purchase behavior , 2010 .

[28]  Christofer Pihl,et al.  When customers create the ad and sell it – a value network approach , 2013 .

[29]  Autumn Edwards,et al.  Computer-Mediated Word-of-Mouth Communication: The Influence of Mixed Reviews on Student Perceptions of Instructors and Courses , 2013 .

[30]  Florian Probst,et al.  Awareness, Interest, and Final Decision: The Effects of User- and Marketer-Generated Content on Consumers' Purchase Decisions , 2013, International Conference on Interaction Sciences.

[31]  Daniele Dalli,et al.  Emotions that Drive Consumers Away from Brands: Measuring Negative Emotions Toward Brands and Their Behavioral Effects , 2012 .

[32]  D. W.,et al.  CUSTOMER LIFETIME VALUE: MARKETING MODELS AND APPLICATIONS , 1998 .

[33]  Michael R. Lyu,et al.  Mining social networks using heat diffusion processes for marketing candidates selection , 2008, CIKM '08.

[34]  J. Goldenberg,et al.  The NPV of bad news , 2007 .

[35]  Mathias Klier,et al.  Customer lifetime network value: customer valuation in the context of network effects , 2017, Electronic Markets.

[36]  Samir Chatterjee,et al.  A Design Science Research Methodology for Information Systems Research , 2008 .

[37]  Cheol Park,et al.  Information direction, website reputation and eWOM effect: A moderating role of product type , 2009 .

[38]  Naveen Donthu,et al.  Beyond traditional word‐of‐mouth: An expanded model of customer‐driven influence , 2013 .

[39]  Paul W. Ballantine,et al.  The effects of review valence in organic versus sponsored blog sites on perceived credibility, brand attitude, and behavioural intentions , 2015 .

[40]  Iryna Pentina,et al.  Exploring effects of source similarity, message valence, and receiver regulatory focus on yelp review persuasiveness and purchase intentions , 2018 .

[41]  Charles H. Hubbell An Input-Output Approach to Clique Identification , 1965 .

[42]  Suad Alhojely,et al.  Sentiment Analysis and Opinion Mining: A Survey , 2016 .

[43]  Mathias Klier,et al.  The Impact of Social Engagement on Customer Profitability - Insights from a Direct Banking Institution's Online Customer Network , 2017, ECIS.

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

[45]  Gal Oestreicher-Singer,et al.  The Network Value of Products , 2013 .

[46]  Eric K. Clemons,et al.  When Online Reviews Meet Hyperdifferentiation: A Study of Craft Beer Industry , 2006, Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06).

[47]  Zillur Rahman,et al.  The impact of online brand community characteristics on customer engagement: An application of Stimulus-Organism-Response paradigm , 2017, Telematics Informatics.

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

[49]  Florian Probst,et al.  Identifying Key Users in Online Social Networks: A PageRank Based Approach , 2010, ICIS.

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

[51]  Yunjie Calvin Xu,et al.  AIS Electronic Library (AISeL) , 2022 .

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

[53]  Tim Mazzarol,et al.  Factors enhancing word-of-mouth influence: positive and negative service-related messages , 2014 .

[54]  Gianfranco Walsh,et al.  Electronic Word-of-Mouth: Motives for and Consequences of Reading Customer Articulations on the Internet , 2003, Int. J. Electron. Commer..

[55]  Huaping Chen,et al.  Credibility of Electronic Word-of-Mouth: Informational and Normative Determinants of On-line Consumer Recommendations , 2009, Int. J. Electron. Commer..

[56]  Michael Dinger,et al.  The Impact of Virtual Customer Community Interactivity on Organizational Innovation: An Absorptive Capacity Perspective , 2016, IEEE Transactions on Professional Communication.

[57]  J. Andrew Petersen,et al.  Driving Profitability by Encouraging Customer Referrals: Who, When, and How , 2010 .

[58]  Tomás Bayón,et al.  The chain from customer satisfaction via word-of-mouth referrals to new customer acquisition , 2007 .

[59]  René Algesheimer,et al.  A Network Based Approach to Customer Equity Management , 2006 .

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

[61]  Laurence Dessart,et al.  Consumer engagement in online brand communities , 2015 .

[62]  Jie Zhang,et al.  Competitive intelligence in social media Twitter: iPhone 6 vs. Galaxy S5 , 2016, Online Inf. Rev..

[63]  Alan R. Hevner,et al.  POSITIONING AND PRESENTING DESIGN SCIENCE RESEARCH FOR MAXIMUM IMPACT 1 , 2013 .

[64]  Daniel L. Sherrell,et al.  Influentials and Influence Mechanisms in New Product Diffusion: An Integrative Review , 2014 .

[65]  S. Sénécal,et al.  The influence of online product recommendations on consumers' online choices , 2004 .

[66]  Bing Liu,et al.  Sentiment Analysis and Opinion Mining , 2012, Synthesis Lectures on Human Language Technologies.

[67]  Martin Bichler,et al.  Design science in information systems research , 2006, Wirtschaftsinf..

[68]  Zuo-Jun Max Shen,et al.  Customer Influence Value and Purchase Acceleration in New Product Diffusion , 2012, Mark. Sci..

[69]  Klaus Krippendorff,et al.  Content Analysis: An Introduction to Its Methodology , 1980 .

[70]  Viswanath Venkatesh,et al.  Why Don't Men Ever Stop to Ask for Directions? Gender, Social Influence, and Their Role in Technology Acceptance and Usage Behavior , 2000, MIS Q..

[71]  Martin Bichler,et al.  Identification of influencers - Measuring influence in customer networks , 2008, Decis. Support Syst..

[72]  P. V. Marsden,et al.  Measuring Tie Strength , 1984 .

[73]  John J. Skowronski,et al.  Social judgment and social memory: The role of cue diagnosticity in negativity, positivity, and extremity biases. , 1987 .

[74]  Katherine N. Lemon,et al.  Quantifying the Ripple: Word-of-Mouth and Advertising Effectiveness , 2004, Journal of Advertising Research.

[75]  B. Libai,et al.  Social Effects on Customer Retention , 2011 .

[76]  J. Goldenberg,et al.  The Role of Hubs in the Adoption Process , 2009 .

[77]  Katherine B. Hartman,et al.  Effects of eWOM valence : Examining consumer choice using evaluations of teaching , 2014 .

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

[79]  Puneet Manchanda,et al.  Social Dollars: The Economic Impact of Customer Participation in a Firm-Sponsored Online Customer Community , 2015, Mark. Sci..

[80]  Lerzan Aksoy,et al.  Undervalued or Overvalued Customers: Capturing Total Customer Engagement Value , 2010 .