The Impact of Social Engagement on Customer Profitability - Insights from a Direct Banking Institution's Online Customer Network

The digital transformation leads to an enormous change in the customer-firm relationship. Recently launched firm-sponsored online customer networks enable customers to actively interact with the company and other customers in form of social engagement activities like asking and answering questions or receiving feedback. Despite the increasing importance of online customer networks, existing literature still lacks an in-depth understanding of the impact of social engagement on customer profitability based on real-world data regarding both customers’ social engagement activities and customers’ profitability. Our paper therefore aims at providing insights about the relationship between different forms of customers’ social engagement and customers’ profitability based on an extensive dataset of a German direct banking institution’s online customer network. We found, for example, that – in contrast to posting answers – raising questions in the online customer network is associated with significantly higher profitability of the respective customers. Our study leads to interesting results exceeding existing research and helping practitioners to manage online customer networks more effectively and to focus on and foster particularly promising forms of customers’ social engagement.

[1]  Ashish Kumar,et al.  The Effect of Customers' Social Media Participation on Customer Visit Frequency and Profitability: An Empirical Investigation , 2013, Inf. Syst. Res..

[2]  Johann Füller,et al.  Personality, person–brand fit, and brand community: An investigation of individuals, brands, and brand communities , 2011 .

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

[4]  Mathias Klier,et al.  Social Engagement and Customer Profitability in Online Customer Networks , 2016, ECIS.

[5]  A. Molina,et al.  Collaborative networked organisations and customer communities: value co-creation and co-innovation in the networking era , 2011 .

[6]  Nikhilesh Dholakia,et al.  Global business beyond modernity , 2006 .

[7]  R. Morgan,et al.  Customer Engagement: Exploring Customer Relationships Beyond Purchase , 2012 .

[8]  Sharad Borle,et al.  Does Membership in a Nominal Online Group Affect Long-Term Customer Behaviors? Results from a Naturalistic Field Experiment on Kiva.org , 2015 .

[9]  Katherine L. Milkman,et al.  What Makes Online Content Viral? , 2012 .

[10]  I. Hong,et al.  Predicting positive user responses to social media advertising: The roles of emotional appeal, informativeness, and creativity , 2016, Int. J. Inf. Manag..

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

[12]  Amela Karahasanovic,et al.  Understanding the new digital divide - A typology of Internet users in Europe , 2011, Int. J. Hum. Comput. Stud..

[13]  Dirk Van den Poel,et al.  Predicting customer retention and profitability by using random forests and regression forests techniques , 2005, Expert Syst. Appl..

[14]  George R. Milne,et al.  Spreading the word through likes on Facebook: Evaluating the message strategy effectiveness of Fortune 500 companies , 2013 .

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

[16]  Peter E. Kennedy A Guide to Econometrics , 1979 .

[17]  Shane S. Dikolli,et al.  Customer profitability analysis , 1995 .

[18]  Kristin M. Pattik PUTTING SOCIAL MEDIA TO WORK: A COMPARATIVE ANALYSIS OF HOW BUSINESSES ARE INCORPORATING SOCIAL MEDIA , 2012 .

[19]  Allen M. Weiss,et al.  Listening to Strangers: Whose Responses are Valuable, how Valuable are They, and Why? , 2008 .

[20]  R. Brodie,et al.  Customer Engagement , 2011 .

[21]  Veronica Liljander,et al.  Customer engagement in a Facebook brand community , 2012 .

[22]  Pablo Erat,et al.  Business customer communities and knowledge sharing: exploratory study of critical issues , 2006, Eur. J. Inf. Syst..

[23]  A. Dwivedi A higher-order model of consumer brand engagement and its impact on loyalty intentions , 2015 .

[24]  A. Kaplan,et al.  Users of the world, unite! The challenges and opportunities of Social Media , 2010 .

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

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

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

[28]  Angella J. Kim,et al.  Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand , 2012 .

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

[30]  Jenny van Doorn,et al.  Economic outcomes of customer engagement: emerging findings, contemporary theoretical perspectives and future challenges , 2016 .

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

[32]  Ko de Ruyter,et al.  Beyond the Call of Duty: Why Customers Contribute to Firm-hosted Commercial Online Communities , 2007 .

[33]  Jing Zhang,et al.  Creating Brand Equity by Leveraging Value Creation and Consumer Commitment in Online Brand Communities: A Conceptual Framework , 2014 .

[34]  K. Goh,et al.  Social Media Brand Community and Consumer Behavior: Quantifying the Relative Impact of User- and Marketer-Generated Content , 2013 .

[35]  Tinal Parikh Web 2.0 : Conceptual Foundations and Marketing Issues , 2015 .

[36]  Craig Ross,et al.  Personality and motivations associated with Facebook use , 2009, Comput. Hum. Behav..

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

[38]  U. Dholakia,et al.  Communal Service Delivery , 2009 .

[39]  Satish Nambisan,et al.  Different Roles, Different Strokes: Organizing Virtual Customer Environments to Promote Two Types of Customer Contributions , 2010, Organ. Sci..

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

[41]  C. Veloutsou,et al.  Consumer engagement in online brand communities: a social media perspective , 2015 .

[42]  Tibert Verhagen,et al.  Benefitting from virtual customer environments: An empirical study of customer engagement , 2015, Comput. Hum. Behav..

[43]  Nick Hajli The role of social support on relationship quality and social commerce , 2014 .

[44]  Teresa Correa,et al.  Who interacts on the Web?: The intersection of users' personality and social media use , 2010, Comput. Hum. Behav..

[45]  Paul Michael Di Gangi,et al.  Getting Customers' Ideas to Work for You: Learning from Dell how to Succeed with Online User Innovation Communities , 2010, MIS Q. Executive.

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

[47]  Veronika Kalmus,et al.  MOTIVES FOR INTERNET USE AND THEIR RELATIONSHIPS WITH PERSONALITY TRAITS AND SOCIO-DEMOGRAPHIC FACTORS , 2011 .

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

[49]  E. Jaakkola,et al.  The Role of Customer Engagement Behavior in Value Co-Creation , 2014 .

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

[51]  P. K. Kannan,et al.  From Social to Sale: The Effects of Firm-Generated Content in Social Media on Customer Behavior , 2016 .

[52]  Maeve Duggan,et al.  Social Media Update 2016 , 2016 .

[53]  Francis J. Mulhern,et al.  Customer Profitability Analysis: Measurement, Concentration, and Research Directions , 1999 .

[54]  Sharon E. Beatty,et al.  A Generalized Multidimensional Scale for Measuring Customer Engagement , 2014 .

[55]  Heikki Karjaluoto,et al.  The Effects of Brand Engagement in Social Media on Share of Wallet , 2015, Bled eConference.

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

[57]  C. M. Sashi Customer engagement, buyer‐seller relationships, and social media , 2012 .

[58]  Andrew T. Perrin Social Media Usage: 2005-2015 , 2015 .

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

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

[61]  Jeffrey M. Woodbridge Econometric Analysis of Cross Section and Panel Data , 2002 .

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

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

[64]  Jacob Cohen,et al.  Applied multiple regression/correlation analysis for the behavioral sciences , 1979 .

[65]  Anja Iseke,et al.  Explicit Incentives in Online Communities: Boon or Bane? , 2012, Int. J. Electron. Commer..

[66]  J. Füller,et al.  Brand Community Members as a Source of Innovation , 2008 .

[67]  Katherine N. Lemon,et al.  Customer Engagement Behavior: Theoretical Foundations and Research Directions , 2010 .

[68]  Aniket Kittur,et al.  Effects of peer feedback on contribution: a field experiment in Wikipedia , 2013, CHI.

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

[70]  R. Brodie,et al.  Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation , 2014 .

[71]  M. Stone,et al.  Social intelligence in customer engagement , 2013 .

[72]  Jure Leskovec,et al.  How Community Feedback Shapes User Behavior , 2014, ICWSM.

[73]  M. Ahearne,et al.  Energizing the Reseller's Sales Force: The Power of Brand Identification , 2010 .

[74]  Lia Patrício,et al.  Understanding participation in company social networks , 2013 .

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

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

[77]  James A. Danowski,et al.  The Faces of Facebookers: Investigating Social Enhancement and Social Compensation Hypotheses; Predicting FacebookTM and Offline Popularity from Sociability and Self-Esteem, and Mapping the Meanings of Popularity with Semantic Networks , 2008, J. Comput. Mediat. Commun..