Pricing e-service quality risk in financial services

E-service quality is crucial for differentiating e-commerce offers and gaining competitive advantage. E-service quality risk is the risk that a firm's e-service quality will drop, or improve, relative to competitors. There is evidence that benchmark ratings of e-service quality that are published regularly by third-parties can impact the market value of rated firms. Firms therefore continue investing in IT-related determinants of e-service quality. However, they do so without knowing: (1) the cost or return associated with a unit relative deterioration, or improvement in e-service quality ratings, and (2) how this cost or return may vary across firms. To answer these questions, we adapt a well-established financial risk pricing approach for the case of pricing a single idiosyncratic IT investment risk, where an event study is used to generate the market data needed to price risk (Thompson 1985). We then apply the approach with Keynote's bi-annual e-service quality ratings for firms in six financial services sectors. We find that firms' sensitivity to e-service quality risk depends primarily on the sector to which they belong, and also on their size and growth potential. Our results suggest a cap on the amount that different firms ought to spend to achieve a unit improvement in relative e-service quality ratings. The risk pricing approach presented can be applied for other important IT investment risks, and the risk pricing information it yields may open up new ways to approach fundamental IT investment problems.

[1]  Vernon J. Richardson,et al.  Reexamining the Value Relevance of E-Commerce Initiatives , 2004, J. Manag. Inf. Syst..

[2]  P. Abeele,et al.  Decline and variability in brand loyalty. , 1997 .

[3]  Jerold B. Warner,et al.  Using daily stock returns: The case of event studies , 1985 .

[4]  D. Bowman,et al.  Determinants of Competitor Response Time to a New Product Introduction , 1995 .

[5]  M. Gilly,et al.  eTailQ: dimensionalizing, measuring and predicting etail quality , 2003 .

[6]  P. Evans,et al.  Strategy and the new economics of information. , 1997, Harvard business review.

[7]  Carol C. Bienstock,et al.  Measuring Service Quality in E-Retailing , 2006 .

[8]  Hans H. Bauer,et al.  Measuring the Quality of E-Banking Portals - an Empirical Investigation , 2005 .

[9]  V. Mahajan,et al.  An analysis of e-business adoption and its impact on business performance , 2003 .

[10]  The impact of disclosure on the market response to reported earnings , 2002 .

[11]  John J. Binder The Event Study Methodology Since 1969 , 1997 .

[12]  I. Chen,et al.  IT‐based services and service quality in consumer banking , 2002 .

[13]  D. Reibstein,et al.  Competitive Marketing Behavior in Industrial Markets , 1994 .

[14]  Frederick F. Reichheld,et al.  The hidden advantages of customer retention , 1990 .

[15]  Rajiv Kohli,et al.  Antecedents of B2C Channel Satisfaction and Preference: Validating e-Commerce Metrics , 2002, Inf. Syst. Res..

[16]  V. Zeithaml,et al.  E-S-QUAL A Multiple-Item Scale for Assessing Electronic Service Quality , 2004 .

[17]  Wonseok Oh,et al.  The Impact of E-Commerce on Competition in the Retail Brokerage Industry , 2005, Inf. Syst. Res..

[18]  Sanjeev Dewan,et al.  Firm Characteristics and Investments in Information Technology: Scale and Scope Effects , 1998, Inf. Syst. Res..

[19]  Ted G. Lewis,et al.  Wired Wired World: The New Economics of Information , 1998, IEEE Internet Comput..

[20]  Jeff Zabin,et al.  The Seven Steps to Nirvana: Strategic Insights into eBusiness Transformation , 2001 .

[21]  Vazifehdust Housein,et al.  CUSTOMER PERCEPTIONS OF E-SERVICE QUALITY IN ONLINE SHOPPING , 2012 .

[22]  Jessica Santos E‐service quality: a model of virtual service quality dimensions , 2003 .

[23]  B. Bai,et al.  The impact of website quality on customer satisfaction and purchase intentions : evidence from Chinese online visitors , 2008 .

[24]  Wen-Hsien Tsai,et al.  Will eChannel additions increase the financial performance of the firm?—The evidence from Taiwan , 2007 .

[25]  E. Elton Modern portfolio theory and investment analysis , 1981 .

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

[27]  A. Neely,et al.  Some moderating effects on the service quality‐customer retention link , 2003 .

[28]  M. Dekimpe,et al.  The Market Valuation of Internet Channel Additions , 2002 .

[29]  Rex Thompson Conditioning the Return-Generating Process on Firm-Specific Events: A Discussion of Event Study Methods , 1985, Journal of Financial and Quantitative Analysis.

[30]  Lorin M. Hitt,et al.  Measuring Switching Costs and the Determinants of Customer Retention in Internet-Enabled Businesses: A Study of the Online Brokerage Industry , 2002, Inf. Syst. Res..

[31]  B. Edvardsson,et al.  The effects of satisfaction and loyalty on profits and growth: Products versus services , 2000 .

[32]  Gordon Y. N. Tang,et al.  How efficient is naive portfolio diversification? an educational note , 2004 .

[33]  T. Ward,et al.  The effect of automated service quality on Australian banks' financial performance and the mediating role of customer satisfaction , 2006 .

[34]  Stephen A. Ross,et al.  Yes, The APT Is Testable , 1985 .

[35]  Michel Benaroch,et al.  Financial Pricing of Software Development Risk Factors , 2010, IEEE Software.

[36]  Jennifer E. Rowley,et al.  An analysis of the e-service literature: towards a research agenda , 2006, Internet Res..

[37]  Vallabh Sambamurthy,et al.  The Shareholder-Wealth and Trading-Volume Effects of Information-Technology Infrastructure Investments , 2002, J. Manag. Inf. Syst..

[38]  L. Moutinho,et al.  Modelling bank customer satisfaction through mediation of attitudes towards human and automated banking , 2000 .

[39]  Scott E. Stickel Reputation and Performance Among Security Analysts , 1992 .

[40]  V. Zeithaml,et al.  A Dynamic Process Model of Service Quality: From Expectations to Behavioral Intentions , 1993 .

[41]  C. Fornell,et al.  Customer Satisfaction and Shareholder Value , 2004 .

[42]  M. Bartlett Properties of Sufficiency and Statistical Tests , 1992 .

[43]  Kevin Zhu,et al.  The Complementarity of Information Technology Infrastructure and E-Commerce Capability: A Resource-Based Assessment of Their Business Value , 2004, J. Manag. Inf. Syst..

[44]  A. Lo,et al.  THE ECONOMETRICS OF FINANCIAL MARKETS , 1996, Macroeconomic Dynamics.

[45]  A. Parasuraman,et al.  Service quality delivery through web sites: A critical review of extant knowledge , 2002, Journal of the Academy of Marketing Science.

[46]  Albert Corhay,et al.  Conditional heteroskedasticity adjusted market model and an event study , 1996 .

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

[48]  Robert J. Kauffman,et al.  A Case for Using Real Options Pricing Analysis to Evaluate Information Technology Project Investments , 1999, Inf. Syst. Res..

[49]  Ralph A. Alexander,et al.  Alternative procedures for testing regression slope homogeneity when group error variances are unequal. , 1996 .

[50]  Andrew B. Whinston,et al.  An Empirical Investigation of Net-Enabled Business Value , 2004, MIS Q..

[51]  Roland T. Rust,et al.  What academic research tells us about service , 2006, CACM.

[52]  Eric Walden,et al.  The Impact of E-Commerce Announcements on the Market Value of Firms , 2001, Inf. Syst. Res..

[53]  Barton A. Weitz,et al.  Brand Introduction Strategies and Competitive Environments , 1990 .

[54]  Naveen Donthu,et al.  Developing a Scale to Measure the Perceived Quality of An Internet Shopping Site ( SITEQUAL ) , 2005 .

[55]  Mohammed Al-Hawari The effect of automated service quality on bank financial performance and the mediating role of customer retention , 2006 .

[56]  S. Kotha,et al.  The Role of Online Buying Experience as a Competitive Advantage: Evidence from Third-Party Ratings for E-Commerce Firms , 2004 .

[57]  John G. Lynch,et al.  Interactive Home Shopping: Consumer, Retailer, and Manufacturer Incentives to Participate in Electronic Marketplaces , 1997 .

[58]  Sebastian P. Werner,et al.  The Event Study Methodology , 2010 .

[59]  J. Lin,et al.  Assessing the market valuation of e‐service initiatives , 2007 .