Customer heterogenity in the development of e-loyalty

Purpose – The purpose of this study is to identify customer-specific differences in a general model of e-loyalty taking into account the existence of unobserved heterogeneity. Specifically, this paper aims to test for the presence of customer heterogeneity; assess the impact of potential bias when there is no control for heterogeneity; analyse the distinct customer segments that emerge from the empirical estimation of the model; and describe the segments by their demographic and psychological characteristics. Design/methodology/approach – Panel data from a survey of online shoppers are used in a post hoc segmentation method, which will enable us to identify segments, while estimating the parameters by means of structural equation models. Findings – Three distinct consumer segments emerge. The relative importance of e-loyalty and e-satisfaction is significantly determined by consumers’ shopping styles. Originality/value – This study highlights the need to consider unobserved customer heterogeneity when att...

[1]  K. Jöreskog.  A General Method for Estimating a Linear Structural Equation System. , 1970 .

[2]  William L. Moore,et al.  Levels of Aggregation in Conjoint Analysis: An Empirical Comparison , 1980 .

[3]  R. Oliver.  A Cognitive Model of the Antecedents and Consequences of Satisfaction Decisions , 1980 .

[4]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[5]  Ralph L. Day,et al.  Modeling Choices Among Alternative Responses to Dissatisfaction , 1984 .

[6]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[7]  R. Bagozzi,et al.  On the evaluation of structural equation models , 1988 .

[8]  Scot Burton,et al.  Distinguishing Coupon Proneness from Value Consciousness: An Acquisition-Transaction Utility Theory Perspective , 1990 .

[9]  Pradeep K. Chintagunta,et al.  Investigating Heterogeneity in Brand Preferences in Logit Models for Panel Data , 1991 .

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

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

[12]  W. DeSarbo,et al.  Finite-Mixture Structural Equation Models for Response-Based Segmentation and Unobserved Heterogeneity , 1997 .

[13]  M. Wedel,et al.  Market Segmentation: Conceptual and Methodological Foundations , 1997 .

[14]  J. Dietz.  Satisfaction: A Behavioral Perspective on the Consumer , 1997 .

[15]  R. Oliver.  Whence Consumer Loyalty? , 1999 .

[16]  Steven N. Silverman,et al.  Adoption of Internet shopping: the role of consumer innovativeness , 2000, Ind. Manag. Data Syst..

[17]  David M. Szymanski,et al.  E-satisfaction: an initial examination , 2000 .

[18]  E. Anderson,et al.  Strengthening the Satisfaction-Profit Chain , 2000 .

[19]  Kamel Jedidi,et al.  A Hierarchical Bayesian Methodology for Treating Heterogeneity in Structural Equation Models , 2000 .

[20]  Vikas Agrawal,et al.  E-performance: The path to rational exuberance , 2001 .

[21]  M.H.P. Kleijnen,et al.  Customer adoption of e‐service: an experimental study , 2001 .

[22]  Scott A. Neslin,et al.  Pursuing the Value-Conscious Consumer: Store Brands versus National Brand Promotions , 2001 .

[23]  Matthew K. O. Lee,et al.  A Trust Model for Consumer Internet Shopping , 2001, Int. J. Electron. Commer..

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

[25]  S. O. Olsen.  Comparative evaluation and the relationship between quality, satisfaction, and repurchase loyalty , 2002 .

[26]  Michael D. Johnson,et al.  Service Equity, Satisfaction, and Loyalty: From Transaction-Specific to Cumulative Evaluations , 2003 .

[27]  Catarina Sismeiro,et al.  A Model of Web Site Browsing Behavior Estimated on Clickstream Data , 2003 .

[28]  Rolph E. Anderson,et al.  E‐satisfaction and e‐loyalty: A contingency framework , 2003 .

[29]  Tino Fenech,et al.  Web retailing adoption: exploring the nature of internet users Web retailing behaviour , 2003 .

[30]  A. Rangaswamy,et al.  Customer satisfaction and loyalty in online and offline environments , 2003 .

[31]  Hong-Youl Ha.  Factors Affecting Online Relationships and Impacts , 2004 .

[32]  Andrew J. Rohm,et al.  A typology of online shoppers based on shopping motivations , 2004 .

[33]  Hung-Pin Shih,et al.  An empirical study on predicting user acceptance of e-shopping on the Web , 2004, Inf. Manag..

[34]  Alok Gupta,et al.  An Empirical Study of Consumer Switching from Traditional to Electronic Channels: A Purchase-Decision Process Perspective , 2004, Int. J. Electron. Commer..

[35]  Zhilin Yang,et al.  Customer perceived value, satisfaction, and loyalty: The role of switching costs , 2004 .

[36]  Chao-Min Chiu,et al.  Predicting electronic service continuance with a decomposed theory of planned behaviour , 2004, Behav. Inf. Technol..

[37]  Solomon Negash,et al.  The moderating effect of on-line experience on the antecedents and consequences of on-line satisfaction , 2005 .

[38]  Stuart Dillon,et al.  Perceived Risk, the Internet Shopping Experience and Online Purchasing Behavior: A New Zealand Perspective , 2005, J. Glob. Inf. Manag..

[39]  Scott M. Smith,et al.  Segmenting Internet shoppers based on their web-usage-related lifestyle: a cross-cultural validation , 2005 .

[40]  Horst Treiblmaier,et al.  What Keeps the E-Banking Customer Loyal? A Multigroup Analysis of the Moderating Role of Consumer Characteristics on E-Loyalty in the Financial Service Industry. , 2006 .

[41]  G. Balabanis,et al.  Bases of e-store loyalty: Perceived switching barriers and satisfaction , 2006 .

[42]  Natalie R. Collins,et al.  Multichannel retailing: profiling the multichannel shopper , 2007 .

[43]  S. Neslin,et al.  Multichannel customer management: Understanding the research-shopper phenomenon , 2007 .

[44]  Martin Fassnacht,et al.  Consequences of Web-based service quality: Uncovering a multi-faceted chain of effects , 2007 .

[45]  Mohamed Khalifa,et al.  Online consumer retention: contingent effects of online shopping habit and online shopping experience , 2007, Eur. J. Inf. Syst..

[46]  Trichy V. Krishnan,et al.  The impact of consumer Internet experience on channel preference and usage intentions across the different stages of the buying process , 2007 .

[47]  Vangelis Souitaris,et al.  Tailoring online retail strategies to increase customer satisfaction and loyalty , 2007 .

[48]  Gopala Ganesh,et al.  Services purchased at brick and mortar versus online stores, and shopping motivation , 2007 .

[49]  Hsin Hsin Chang,et al.  The impact of customer interface quality, satisfaction and switching costs on e-loyalty: Internet experience as a moderator , 2008, Comput. Hum. Behav..

[50]  Hsi-Peng Lu,et al.  Factors influencing online auction repurchase intention , 2008, Internet Res..

[51]  C. Flavián,et al.  The role of satisfaction and website usability in developing customer loyalty and positive word‐of‐mouth in the e‐banking services , 2008 .

[52]  Eileen Bridges,et al.  Hedonic and utilitarian shopping goals: The online experience , 2008 .

[53]  S. Neslin,et al.  Multichannel Shopper Segments and Their Covariates , 2008 .

[54]  M. J. Sánchez-Franco.  The Moderating Effects of Involvement on the Relationships between Satisfaction, Trust and Commitment in e-Banking , 2009 .

[55]  Byoungho Jin,et al.  The role of etail quality, e-satisfaction and e-trust in online loyalty development process , 2009 .

[56]  J. Chiou,et al.  Antecedents of Internet Retailing Loyalty: Differences Between Heavy Versus Light Shoppers , 2009 .

[57]  Marwan Mohamed Abdeldayem,et al.  A study of customer satisfaction with online shopping: evidence from the UAE , 2010, Int. J. Adv. Media Commun..

[58]  Yung-Shen Yen,et al.  Can perceived risks affect the relationship of switching costs and customer loyalty in e-commerce? , 2010, Internet Res..

[59]  Rakesh Niraj,et al.  Context-general and Context-specific Determinants of Online Satisfaction and Loyalty for Commerce and Content Sites , 2010 .

[60]  Spiros Gounaris,et al.  An examination of the effects of service quality and satisfaction on customers' behavioral intentions in e‐shopping , 2010 .

[61]  P. Leeflang,et al.  Impact of Online Channel Use on Customer Revenues and Costs to Serve: Considering Product Portfolios and Self-Selection , 2011 .

[62]  Eric T. G. Wang,et al.  Understanding Customers' Satisfaction and Repurchase Intentions: An Integration of IS Success Model, Trust, and Justice , 2011, Internet Res..

[63]  J. Castañeda.  Relationship Between Customer Satisfaction and Loyalty on the Internet , 2011 .

[64]  Yulin Fang,et al.  Repurchase intention in B2C e-commerce - A relationship quality perspective , 2011, Inf. Manag..

[65]  Rolph E. Anderson,et al.  Customer Satisfaction and Loyalty in E-Markets: A PLS Path Modeling Approach , 2011 .

[66]  Rui Sousa,et al.  The moderating effect of channel use on the quality‐loyalty relationship in multi‐channel e‐services , 2012 .

[67]  D. Belanche,et al.  Website usability, consumer satisfaction and the intention to use a website: The moderating effect of perceived risk , 2012 .

[68]  James G. Maxham,et al.  Return Shipping Policies of Online Retailers: Normative Assumptions and the Long-Term Consequences of Fee and Free Returns , 2012 .

[69]  Konstantinos C. Fragkos,et al.  Critical review of the e-loyalty literature: a purchase-centred framework , 2012, Electron. Commer. Res..

[70]  Mónica Cortiñas,et al.  Situational variables in online versus offline channel choice , 2013, Electron. Commer. Res. Appl..

[71]  Chien-Hsin Lin,et al.  Escalation of Loyalty and the Decreasing Impact of Perceived Value and Satisfaction over Time , 2013 .

[72]  Elissar Toufaily,et al.  Customer loyalty to a commercial website: Descriptive meta-analysis of the empirical literature and proposal of an integrative model , 2013 .

[73]  P. Pavlou,et al.  Marketing in Computer-Mediated Environments: Research Synthesis and New Directions , 2014 .

[74]  Monika Koller,et al.  Customer segmentation using unobserved heterogeneity in the perceived value - loyalty-intentions link , 2014 .

[75]  Renée M. E. Pratt,et al.  Click-and-Mortar SMEs: Attracting customers to your website , 2014 .

[76]  S. Sénécal,et al.  A consumer typology based on e-service quality and e-satisfaction , 2014 .