Electronic Customer Relationship Management: An Assessment of Research

The status and maturity of electronic commerce customer relationship management ECCRM), an emerging subfield of management information systems(MIS), are investigated through an exhaustive literature review of 369 articles from the first published article in 1984 through conference papers given in 2001 and 2002. The results indicate some trends that should be of interest and concern to researchers in this area and in MIS as a whole. First, exploratory surveys dominate the research literature, which in itself may be problematic. More troubling, most of the survey instruments were not validated, and the authors did not mention validation procedures. Second, there has been little theoretical development, and few empirical studies use hypothesis testing. Third, cumulative tradition has hardly emerged, with each study developing a new conceptual model, new constructs, and new instruments. On the positive side, ECCRM researchers have employed a wide range of methods and studied a broad range of topics. The subfield of ECCRM is young, but is growing rapidly, and professional activity in the MIS research community illustrates its importance. Specific recommendations for further development are provided.

[1]  Franklin Allen,et al.  Innovations in Financial Services, Relationships, and Risk Sharing , 1999 .

[2]  Linda F. Alwitt,et al.  The effect of Internet experience on consumer expectations of responsiveness and control in offline services marketing interactions , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[3]  Nichaya Sukpanich,et al.  Assessing Consumers' Involvement in Internet Purchasing , 1998 .

[4]  Ali F. Farhoomand,et al.  Scientific progress of management information systems , 1987, DATB.

[5]  David K. Allen,et al.  Trust, power and interorganizational information systems: the case of the electronic trading community TransLease , 2000, Inf. Syst. J..

[6]  K. Ramamurthy,et al.  Empirical Investigation into Impact of Electronic Commerce Systems Richness on User Behavior: The Case of a Complex Product , 2000 .

[7]  Hans-Dieter Zimmermann,et al.  Management of customer relationship in business media-the case of the financial industry , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[8]  Amrit Tiwana,et al.  E-services: problems, opportunities, and digital platforms , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[9]  Kieran Mathieson,et al.  Web-Based Consumer Decision Tools: Motivations and Constraints , 1999, Electron. Mark..

[10]  Jungjoo Jahng,et al.  Personality and Product Information Presentation in E-Commerce Environments , 2001 .

[11]  Dorine Andrews,et al.  Considerations in the Development of Commercially Based Online Communities , 2001 .

[12]  Richard T. Vidgen,et al.  Assessing the quality of auction Web sites , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[13]  Anne P. Massey,et al.  Electronic focus groups: A framework for exploration , 1996, Inf. Manag..

[14]  Trevor T. Moores,et al.  Electronic Commerce And The Challenge For IS Planning: Who Will Be The EC-Winners? , 1999 .

[15]  Peter A. Todd,et al.  Consumer Reactions to Electronic Shopping on the World Wide Web , 1996, Int. J. Electron. Commer..

[16]  S. Bandyopadhyay,et al.  Establishing a Framework for Analyzing Market Power in E-Retailing: An Empirical Study , 2001 .

[17]  Diane M. Strong,et al.  Extending the technology acceptance model with task-technology fit constructs , 1999, Inf. Manag..

[18]  Keng Siau,et al.  Measuring information quality of web sites: development of an instrument , 1999, ICIS.

[19]  Grace Au,et al.  A Comparison of Shopping Experiences across Three Competing Digital Retailing Interfaces , 1997, Int. J. Electron. Commer..

[20]  T. S. Ragu-Nathan,et al.  The impact of time-based manufacturing practices on mass customization and value to customer , 2001 .

[21]  William L. Fuerst,et al.  Domain-oriented interface metaphors: designing Web interfaces for effective customer interaction , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[22]  Kimmo Alajoutsijärvi,et al.  Customer relationships and the small software firm: A framework for understanding challenges faced in marketing , 2000, Inf. Manag..

[23]  James Senn Business-to-Consumer Practices in Electronic Commerce , 1999 .

[24]  Vladimir Zwass,et al.  Electronic Commerce: Structures and Issues , 1996, Int. J. Electron. Commer..

[25]  Sophie Lee,et al.  An Integrative and Complementarity-Based Model for the Design and Adoption of Customer Relationship Management Technologies , 2001 .

[26]  Makoto Nakayama Use of EDI and Firm Bargaining Power Shift in Grocery Marketing Channels: An Exploratory Study , 1998 .

[27]  Janis L. Gogan,et al.  The Web's Impact on Selling Techniques: Historical Perspective and Early Observations , 1996, Int. J. Electron. Commer..

[28]  Ben Shneiderman,et al.  Designing trust into online experiences , 2000, CACM.

[29]  Norm Archer,et al.  A buyer behaviour framework for the development and design of software agents in e-commerce , 2000, Internet Res..

[30]  Ping Zhang,et al.  A Comparison of the Most Important Website Features in Different Domains: An Empirical Study of User Perceptions , 2000 .

[31]  Atta Badii Challenging the Assumptions of Unconstrained Electronic Trade across the Internet Space , 1999 .

[32]  Diana Wilson,et al.  That's the Ticket! Redesigning an Online Customer Support System in an Internet Company , 2001 .

[33]  Mary C. Meyer,et al.  Customer Satisfaction for Financial Services: The Role of Products, Services, and Information Technology , 1998 .

[34]  Abhijit Chaudhury,et al.  Service Quality of a Choiceboard System: An Experimental Investigation , 2001 .

[35]  Kirk P. Arnett,et al.  WWW PRIVACY POLICIES IN LARGE AND SMALL BUSINESS ENTERPRISES: DO THEY EASE PRIVACY CONCERNS? , 2001 .

[36]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[37]  Nenad Jukic,et al.  Improving e-business customer relationship management systems with multilevel secure data models , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[38]  Edward A. Stohr,et al.  Emergent Structures in the Information Economy , 1998 .

[39]  Jerry Fjermestad,et al.  AN AGENDA FOR ELECTRONIC COMMERCE CUSTOMER RELATIONSHIP MANAGEMENT RESEARCH , 2001 .

[40]  J. Christopher Westland,et al.  Customer and Merchant Acceptance of Electronic Cash: Evidence from Mondex in Hong Kong , 1998, Int. J. Electron. Commer..

[41]  Katsutoshi Yada,et al.  A Data Mining System for Managing Customer Relationship , 2000 .

[42]  Bingchiang Jeng,et al.  A Customer Segmentation Mining System on the Web Platform , 2000 .

[43]  Richard V. McCarthy,et al.  ENHANCING THE CONSUMER DESIGN WEB SITE MODEL THROUGH INTEGRATED PUBLIC RELATIONS STRATEGY , 2001 .

[44]  Duen-Ren Liu,et al.  A framework for personalized e-catalogs: an integration of XML-based metadata, user models and agents , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[45]  D. Nazareth,et al.  Consumer Trust in Electronic Commerce: An Alternative Framework Using Technology Acceptance , 2001 .

[46]  Robert E. Kraut,et al.  The Impact of Interorganizational Networks on Buyer-Seller Relationships , 1998, Doing Business Electronically.

[47]  Urs E. Gattiker,et al.  Using the Internet for B2B activities: a review and future directions for research , 2000, Internet Res..

[48]  Robert M. O'Keefe,et al.  Web-based customer decision support systems , 1998, CACM.

[49]  Detmar W. Straub,et al.  Validating Instruments in MIS Research , 1989, MIS Q..

[50]  Fred D. Davis,et al.  User Acceptance of Computer Technology: A Comparison of Two Theoretical Models , 1989 .

[51]  Christopher P. Holland,et al.  Using the WWW as a medium for marketing research in financial services: the case of Xenon Laboratories , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[52]  Suzanne Rivard,et al.  An Information Systems Keyword Classification Scheme , 1988, MIS Q..

[53]  Michael Tow Cheung,et al.  Cyber-Banking in Hong Kong: Development and Challenges , 2001 .

[54]  Eduardo B. Andrade Identifying Discriminating Variables of Online and Offline Buyers: A Perceived-Risk Approach , 2000 .

[55]  J. C. Paradi,et al.  Banking on the Internet and its applications , 1997, Proceedings of the Thirtieth Hawaii International Conference on System Sciences.

[56]  Daniel L. Sherrell,et al.  The Use of an Expert System to Dynamically Alter Web Pages for One-to-One Marketing , 1999 .

[57]  Hock-Hai Teo,et al.  Computer-supported negotiations: an experimental study of bargaining in electronic commerce , 2000, ICIS.

[58]  Achita Muthitacharoen,et al.  Consumer's Preference Between the Internet and Conventional Stores (An Exploratory Study) , 2000 .

[59]  J. Fjermestad,et al.  An Investigation of University Students' On-Line Shopping Behavior , 2001 .

[60]  Chen Wang,et al.  Consumer privacy concerns about Internet marketing , 1998, CACM.

[61]  Jay F. Nunamaker,et al.  The MindMine comment analysis tool for collaborative attitude solicitation, analysis, sense-making and visualization , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[62]  Hemant K. Bhargava,et al.  Decision support on demand: Emerging electronic markets for decision technologies , 1997, Decis. Support Syst..

[63]  Yannis Bakos,et al.  The emerging role of electronic marketplaces on the Internet , 1998, CACM.

[64]  Johan Aberg,et al.  The role of human Web assistants in e-commerce: an analysis and a usability study , 2000, Internet Res..

[65]  Rajendra P. Srivastava,et al.  Evidential reasoning for WebTrust assurance services , 1999 .

[66]  Rodney A. Pearson,et al.  Who's Afraid of the World Wide Web? An Initial Investigation into the Relative Impact of Two Salient Beliefs on Web Shopping Intent , 1998 .

[67]  Rajiv M. Dewan,et al.  Adoption of Internet-based product customization and pricing strategies , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[68]  Eleanor T. Loiacono,et al.  Web Site Quality: Cross-Cultural Comparison of U.S. and German Business Customers , 2001 .

[69]  Janice M. Burn,et al.  Strategic planning for e-government: a customer value based model , 2001 .

[70]  Michael J. Shaw,et al.  Consumer cost differences for traditional and Internet markets , 1999, Internet Res..

[71]  Ting-Peng Liang,et al.  An empirical study on consumer acceptance of products in electronic markets: a transaction cost model , 1998, Decis. Support Syst..

[72]  Stephen Corea,et al.  Technological capacitation in customer service work: a sociotechnical approach , 2000, ICIS.

[73]  G. Rose,et al.  PREDICTING GENERAL IT USE : APPLYING TAM TO THE ARABIC WORLD , 1998 .

[74]  Ho Geun Lee,et al.  Electronic market intermediary: transforming technical feasibility into institutional reality , 1997, Proceedings of the Thirtieth Hawaii International Conference on System Sciences.

[75]  Babita Gupta,et al.  Measuring the Effectiveness of Internet Advertising , 2001 .

[76]  Nichaya Sukpanich,et al.  Exploring the Major Issues of Conducting Business on the Internet , 1998 .

[77]  Ting-Peng Liang,et al.  Electronic store design and consumer choice: an empirical study , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[78]  Amitava Dutta Managing customer turnover in online services: a systems thinking approach , 2000, ICIS.

[79]  Donald Chrusciel,et al.  Seller-based vs. Buyer-based Internet Intermediaries: A Research Design , 1999 .

[80]  Gary Klein,et al.  A marketing category management system: a decision support system using scanner data , 1998, Decis. Support Syst..

[81]  Vatcharaporn Esichaikul,et al.  Data Mining for Customer Relations Management: A Case Study of an Internet Service Provider Company , 2000 .

[82]  Souren Paul,et al.  Collective Memory Support for Buyer-Supplier Negotiation on Multiple Issues - Design of a Web-Based System , 2001 .

[83]  Jyun-Cheng Wang,et al.  Feedback mechanisms as intermediaries for Web information market: an exploratory study , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[84]  V. C. Ramesh,et al.  From Wall street to main street: reaching out to small investors , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[85]  H. Raghav Rao,et al.  Content of corporate Web pages as advertising media , 1998, CACM.

[86]  Pauline Ratnasingam,et al.  The influence of power on trading partner trust in electronic commerce , 2000, Internet Res..

[87]  M. Gilly,et al.  Consumer Motivations for Online Shopping , 2000 .

[88]  Edward Chen Reengineering a Call Center Using a Performance Measurement System , 1999 .

[89]  Rajesh Sethi,et al.  A Model for Using the Internet and the Web Technologies for New Product Development , 1999 .

[90]  P. Pavlou INTEGRATING TRUST IN ELECTRONIC COMMERCE WITH THE TECHNOLOGY ACCEPTANCE MODEL: MODEL DEVELOPMENT AND VALIDATION , 2001 .

[91]  S. L. Hung,et al.  Development of a workforce management system for a customer hotline service , 2000, Comput. Oper. Res..

[92]  Andrew Howes,et al.  A framework for understanding human factors in web-based electronic commerce , 2000, Int. J. Hum. Comput. Stud..

[93]  Troy J. Strader,et al.  Consumer Opportunity, Ability and Motivation as a Framework for Electronic Market Research , 1999, Electron. Mark..

[94]  Katherine J. Stewart,et al.  Transference as a means of building trust in World Wide Web sites , 1999, ICIS.

[95]  Byron J. Finch Internet discussions as a source for consumer product customer involvement and quality information: an exploratory study , 1999 .

[96]  Jerry Fjermestad,et al.  E-Commerce Strategies: The Manufacturer Retailer Consumer Relationship , 2000 .

[97]  Richard W. Oliver Corporate policies for electronic commerce , 1997, Proceedings of the Thirtieth Hawaii International Conference on System Sciences.

[98]  Guang Rong,et al.  Building an eCRM Analytical System with Neural Network , 2001 .

[99]  Euijin Kim A Model of Sustainable Trust in B2C E-Markets , 2001 .

[100]  Rajiv M. Dewan,et al.  One-to-one marketing on the internet , 1999, ICIS.

[101]  Eldon Y. Li,et al.  Marketing Information Systems in the Fortune 500 Companies: Past, Present, and Future , 1993, J. Manag. Inf. Syst..

[102]  Ronald M. Lee,et al.  InterShop: Enhancing the Vendor/Customer Dialectic in Electronic Shopping , 1995, J. Manag. Inf. Syst..

[103]  Pingjun Jiang,et al.  Segment-based mass customization: an exploration of a new conceptual marketing framework , 2000, Internet Res..

[104]  Tino Fenech,et al.  Using Perceived Ease of Use and Perceived Usefulness to Predict Acceptance of the World Wide Web , 1998, Comput. Networks.

[105]  Alan L. Montgomery,et al.  Special Issue: OR/MS and E-Business: Applying Quantitative Marketing Techniques to the Internet , 2001, Interfaces.

[106]  Jack D. Becker,et al.  Electronic Commerce and Rapid Delivery: The Missing "Logistical" Link , 1998 .

[107]  Nicholas C. Romano,et al.  Customer relationship management for the Web-access challenged: inaccessibility of the Fortune 100 business Web sites , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[108]  Abraham Seidmann,et al.  Can online auctions beat online catalogs? , 1999, ICIS.

[109]  Andrew B. Whinston,et al.  Building trust in the electronic market through an economic incentive mechanism , 1999, ICIS.

[110]  Fred D. Davis,et al.  A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies , 2000, Management Science.

[111]  Andreas Will,et al.  Economic aspects of electronic commerce in financial services and advantageous steps to extended offers in Internet banking , 1998, Proceedings of the Thirty-First Hawaii International Conference on System Sciences.

[112]  Donna L. Hoffman,et al.  A New Marketing Paradigm for Electronic Commerce , 1997, Inf. Soc..

[113]  Alain Pinsonneault,et al.  Electronic Banking and Customer Loyalty: A Conceptual Assessment , 2000 .

[114]  Charles J. Kacmar,et al.  Trust in e-commerce vendors: a two-stage model , 2000, ICIS.

[115]  Gerald L. Lohse,et al.  Internet retail store design: How the user interface influences traffic and sales , 2006, J. Comput. Mediat. Commun..

[116]  Byron J. Finch,et al.  Using Internet conversations to improve product quality: an exploratory study , 1997 .

[117]  Ramayya Krishnan,et al.  ServiceNet: An Agent-Based Framework for One-Stop E-Government Services , 2001 .

[118]  Yannis Bakos,et al.  An Exploratory Study of the Emerging Role of Electronic Intermediaries , 1997, Int. J. Electron. Commer..

[119]  Nichaya Sukpanich,et al.  Antecedents of Desirable Consumer Behaviors in Electronic Commerce , 1999 .

[120]  Manfred Schwaiger,et al.  Realizing Customer Retention Potentials by Electronic Banking , 1998, Electron. Mark..

[121]  Sg Pedersen,et al.  The Internet As A Conduit For Marketing To Consumers , 1999 .

[122]  Patrali Chatterjee,et al.  Commercial Scenarios for the Web: Opportunities and Challenges , 1997, J. Comput. Mediat. Commun..

[123]  William N. Robinson,et al.  Creating a custom mass-production channel on the Internet , 1998, CACM.

[124]  Graham I. Costello,et al.  A comparative study of business to consumer electronic commerce within the Australian insurance sector , 1998, J. Inf. Technol..

[125]  Frank Land,et al.  Choosing Appropriate Information Systems Research Methodologies , 2002 .

[126]  Peter Buxmann,et al.  Evaluating the use of information technology in inter-organizational relationships , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[127]  R. Keeney,et al.  The Value of Internet Commerce to the Customer , 1999 .

[128]  Kyeong-Seok Han,et al.  Critical Failure Factors That Discourage the Growth of Electronic Commerce , 1999, Int. J. Electron. Commer..

[129]  Eric M. Uslaner,et al.  Social capital and the net , 2000, CACM.

[130]  Jinwoo Kim,et al.  Toward the optimal link structure of the cyber shopping mall , 2000, Int. J. Hum. Comput. Stud..

[131]  M. Culnan,et al.  Information Privacy Concerns, Procedural Fairness, and Impersonal Trust: An Empirical Investigation , 1999 .

[132]  Fang Wang,et al.  A relationship-building model for the Web retail marketplace , 2000, Internet Res..

[133]  Claudia Löbbecke,et al.  Electronic trading in on-line delivered content , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[134]  Graham Pervan A review of research in Group Support Systems: leaders, approaches and directions , 1998, Decis. Support Syst..

[135]  A. Salam,et al.  Internet-based Technologies: Value Creation for the Customer and the Value Chain Across Industries , 1999 .

[136]  Robert D. Macredie Mediating Buyer-Seller Interactions: The Role of Agents in the Web Commerce , 1998, Electron. Mark..

[137]  Donald J. Berndt,et al.  Consumer decision support systems: a health care case study , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[138]  Richard T. Watson,et al.  Manheim Auctions: Transforming Interorganizational Relationships with an Extranet , 1999, Int. J. Electron. Commer..

[139]  Andrew B. Whinston,et al.  A design of a DSS intermediary for electronic markets , 1999, Decis. Support Syst..

[140]  James T. C. Teng,et al.  Facilitating the implementation of customer‐based inter‐organizational systems: an empirical analysis of innovation and support factors , 1994, Inf. Syst. J..

[141]  Linda A. Webb Information Requirements Determination for Electronic Retailing: A Consumer-based Perspective , 2000 .

[142]  Scott E. Sampson Ramifications of Monitoring Service Quality Through Passively Solicited Customer Feedback , 1996 .

[143]  Easwar A. Nyshadham Consumer Perceptions of Online Transaction Security - A Cognitive Explanation of the Origins of Perception , 2000 .

[144]  Frederick J. Riggins,et al.  Toward a unified view of electronic commerce , 1998, CACM.

[145]  Jerry Fjermestad,et al.  ELECTRONIC CUSTOMER RELATIONSHIP MANAGEMENT: BENEFITS AND PRE-IMPLEMENTATION CONSIDERATIONS , 2001 .

[146]  Kuldeep Kumar,et al.  Trading partner trust in electronic commerce participation , 2000, ICIS.

[147]  Kyung Kyu Kim,et al.  Initial trust, perceived risk, and the adoption of internet banking , 2000, ICIS.

[148]  Ravinder Nath,et al.  An empirical study of EDI trading partner selection criteria in customer-supplier relationships , 2000, Inf. Manag..

[149]  T. S. Raghu,et al.  Marketing on the Internet - who can benefit from an online marketing approach? , 2000, Decis. Support Syst..

[150]  Marijn Janssen,et al.  Evaluating the role of intermediaries in the electronic value chain , 2000, Internet Res..

[151]  Elgar Fleisch,et al.  Business Networking Systems: Characteristics and Lessons Learned , 2000, Int. J. Electron. Commer..

[152]  David-Michael Lincke Business Models for the Implementation of Mediating Electronic Product Catalogs , 1998 .

[153]  Yao-Hua Tan,et al.  Toward a Generic Model of Trust for Electronic Commerce , 2000, Int. J. Electron. Commer..

[154]  Kar Yan Tam,et al.  Impact of information presentation modes on online shopping: An empirical evaluation of a broadband interactive shopping service , 2000 .

[155]  Sui Meng Poon,et al.  Factors influencing the types of products and services purchased over the Internet , 2000, Internet Res..

[156]  Sami Jokela,et al.  The role of structured content in a personalized news service , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[157]  Mark Gill,et al.  E-Markets: Failed Business Model or Barriers to Diffusion of Innovation? , 2001 .

[158]  Roman Brandtweiner,et al.  Risks and Challenges for Retailers: The Value Chain Transformation-A European Perspective , 1998 .

[159]  Lei Jin,et al.  Explaining Cybermediation: An Organizational Analysis of Electronic Retailing , 1999, Int. J. Electron. Commer..

[160]  Joseph C. Paradi,et al.  Success criteria for financial institutions in electronic commerce , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[161]  Arie Segev,et al.  The impact of electronic commerce on the travel industry an analysis methodology and case study , 1997, Proceedings of the Thirtieth Hawaii International Conference on System Sciences.

[162]  C. Ranganathan,et al.  The Impact of Content and Design of Web Sites on Online Sales , 2001 .

[163]  Gerald L. Lohse,et al.  A Classification of Internet Retail Stores , 1997, Int. J. Electron. Commer..

[164]  Yi-Shun Wang,et al.  An Electronic Marketing Paradigm for the Information Service Industry , 1998 .

[165]  Benn R. Konsynski,et al.  Uses and Consequences of Electronic Markets: An Empirical Investigation in the Aircraft Parts Industry , 1998, MIS Q..

[166]  Maurice Landry,et al.  Can the field of MIS be disciplined? , 1989, CACM.

[167]  Hans-Dieter Zimmermann Business Media: A New Approach to Overcome Current Problems of Electronic Commerce , 1998 .

[168]  Varun Grover,et al.  Information Exchange in Electronic Markets: Implications for Market Structures , 1999, Int. J. Electron. Commer..

[169]  John Gallaugher Challenging to New Conventional Wisdom of Net Commerce Strategies. , 1999 .

[170]  Ganesh Bhatt BUILDING A CUSTOMER-FOCUSED INTERNET SITE , 2001 .

[171]  Rainer Alt,et al.  Customer relationship management in the pharmaceutical industry , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[172]  Naresh K. Malhotra,et al.  Validity and Structural Reliability of Multidimensional Scaling , 1987 .

[173]  H. Raghav Rao,et al.  On risk, convenience, and Internet shopping behavior , 2000, CACM.

[174]  Soumitra Dutta,et al.  Transforming business in the marketspace , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[175]  Albert L. Lederer,et al.  A Customer Resource Life Cycle Interpretation of the Impact of the World Wide Web on Competitiveness: Expectations and Achievements , 1999, Int. J. Electron. Commer..

[176]  Pirkko Walden,et al.  Becoming your own travel agent: a Web of potentials and pitfalls , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[177]  Pete Naudé,et al.  Real-time new product development in financial services: Some managerial implications , 1998, Proceedings of the Thirty-First Hawaii International Conference on System Sciences.

[178]  Detlef Schoder,et al.  Building firm trust online , 2000, CACM.

[179]  Chang Liu,et al.  Exploring the factors associated with Web site success in the context of electronic commerce , 2000, Inf. Manag..

[180]  Andrew B. Whinston,et al.  The Design of a Trusted Third Party for Electronic Commerce Transactions , 1998 .

[181]  Patrick Y. K. Chau,et al.  An Empirical Assessment of a Modified Technology Acceptance Model , 1996, J. Manag. Inf. Syst..

[182]  Hock-Hai Teo,et al.  Electronic markets and intelligent agents: an experimental study of the economics of electronic commerce , 1998, ICIS '98.

[183]  Yufei Yuan,et al.  Managing business-to-business relationships throughout the e-commerce procurement life cycle , 2000, Internet Res..

[184]  Petra Schubert,et al.  Extended Web Assessment Method (EWAM) - evaluation of e-commerce applications from the customer's viewpoint , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[185]  Varun Grover,et al.  Six Myths of Information and Markets: Information Technology Networks, Electronic Commerce, and The Battle for Consumer Surplus , 1999, MIS Q..

[186]  Peter Bodorik,et al.  Enabling and measuring electronic customer relationship management readiness , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[187]  Bob O'Keefe,et al.  Viewing the Web as a marketplace: the case of small companies , 1997, Decis. Support Syst..

[188]  Duncan Lindsey,et al.  Production and Citation Measures in the Sociology of Science: The Problem of Multiple Authorship , 1980 .

[189]  Paul Zellweger,et al.  Web-based Sales: Defining the Cognitive Buyer , 1997 .

[190]  R. Bharat Rao,et al.  Browsers or Buyers in Cyberspace? An Investigation of Factors Influencing Electronic Exchange , 2006, J. Comput. Mediat. Commun..

[191]  Martin Smits,et al.  Improving process performance through market network redesign: a study of the impact of electronic markets in the financial securities sector , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[192]  Catalina Danis,et al.  Issues and concerns in Internet based financial applications: an example from an auto finance system , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[193]  Detmar W. Straub,et al.  The psychological origins of perceived usefulness and ease-of-use , 1999, Inf. Manag..

[194]  Paul Resnick,et al.  Reputation systems , 2000, CACM.

[195]  Omar El Sawy,et al.  Redesigning the Customer Support Process for the Electronic Economy: Insights From Storage Dimensions , 1997, MIS Q..

[196]  Romano,et al.  Customer Relations Management in Information Systems Research , 2000 .

[197]  Michael Parent,et al.  Knowledge creation in focus groups: can group technologies help? , 2000, Inf. Manag..

[198]  William J. Kettinger,et al.  Selling in the era of the “Net”: integration of electronic commerce in small firms , 1997, ICIS '97.

[199]  Paul Foley,et al.  Changes in the banking sector - the case of Internet banking in the UK , 2000, Internet Res..

[200]  Brian S. Butler,et al.  Intermediaries and Cybermediaries: A Continuing Role for Mediating Players in the Electronic Marketplace , 1995, J. Comput. Mediat. Commun..

[201]  Judith S. Olson,et al.  i2i trust in e-commerce , 2000, CACM.

[202]  Kyung Kyu Kim,et al.  An empirical investigation of electronic integration in a supply chain relationship , 1999, ICIS.

[203]  Hakman A. Wan,et al.  Opportunities to enhance a commercial website , 2000, Inf. Manag..

[204]  Joseph M. Jones,et al.  Print and Internet catalog shopping: assessing attitudes and intentions , 2000, Internet Res..

[205]  Sulin Ba,et al.  VIRTUAL CUSTOMER SATISFACTION: A SERVICE MANAGEMENT PERSPECTIVE , 2001 .

[206]  Maha El-Shinnawy,et al.  Tenancy Relationships: The Case of Anchor Tenants in "Real" and Virtual Malls and Communities , 1998 .

[207]  Changsoo Sohn The Properties of Internet-based Markets and Customers' Behavior , 1999 .

[208]  Michael W. Forbes,et al.  Toward an understanding of consumer experience on the Internet: implications for Website design , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[209]  Jonathan W. Palmer,et al.  Electronic Commerce in Retailing: Differences Across Retail Formats , 1997, Inf. Soc..

[210]  Detmar W. Straub,et al.  Current Technological Impediments to Business-to-Consumer Electronic Commerce , 1999, Commun. Assoc. Inf. Syst..

[211]  Thomas L. Case,et al.  Drivers of On-Line Purchasing Among U.S. University Students , 2001 .

[212]  Paul P. Maglio,et al.  A case study of representational activity at a customer-centered business , 1997, ICIS '97.

[213]  Joobin Choobineh,et al.  Managing information technology (IT) for one-to-one customer interaction , 1999, Inf. Manag..

[214]  Troy J. Strader,et al.  Introduction to Marketing and Consumer Behavior in Electronic Markets , 2000 .

[215]  Michael J. Shaw,et al.  Research opportunities in electronic commerce , 1997, Decis. Support Syst..

[216]  Kathryn M. Kimery,et al.  Third-party assurances: the road to trust in online retailing , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[217]  Joobin Choobineh,et al.  Trust in electronic commerce: definition and theoretical considerations , 1998, Proceedings of the Thirty-First Hawaii International Conference on System Sciences.

[218]  Kuan-Tsae Huang,et al.  Customer Information Quality and Knowledge Management: A Case Study Using Knowledge Cockpit , 1997, J. Knowl. Manag..

[219]  Jon Gant,et al.  Transforming E-Government Services: The Use of Application Service Providers in U.S. Local Governments , 2001 .

[220]  Starr Roxanne Hiltz,et al.  Experimental studies of group decision support systems: an assessment of variables studied and methodology , 1997, Proceedings of the Thirtieth Hawaii International Conference on System Sciences.

[221]  J. Burn,et al.  Emerging Virtual Models for Global e-Commerce - World Wide Retailing in the e-Grocery Business , 2000 .

[222]  Albert S. Dexter,et al.  Added Value and Pricing with Information Technology , 1995, MIS Q..

[223]  Chang Liu,et al.  Web sites of the Fortune 500 companies: Facing customers through home pages , 1997, Inf. Manag..

[224]  Vivek Choudhury,et al.  Consumer Channel Choices: The Role of Knowledge and Choice Uncertainty , 1999 .

[225]  Harri Oinas-Kukkonen,et al.  Customer delivered value in a Web-based supermarket , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[226]  Sirkka L. Jarvenpaa,et al.  Consumer trust in an Internet store , 2000, Inf. Technol. Manag..

[227]  Alan Burns,et al.  Development of a Web-Based Intelligent Agent for the Fashion Selection and Purchasing Process via Electronic Commerce , 1998 .

[228]  Paul Timmers,et al.  Business Models for Electronic Markets , 1998, Electron. Mark..

[229]  Charles Steinfield,et al.  Community Level Socio-Economic Impacts of Electronic Commerce , 2006, J. Comput. Mediat. Commun..

[230]  J. J. Merelo,et al.  A neural net-based model for decision making in marketing , 1998 .

[231]  Mohan Tanniru,et al.  Understanding the Role of E-Commerce in Sales Strategy , 2000 .

[232]  Matthew K. O. Lee,et al.  EC-Trust (Trust in Electronic Commerce): Exploring the Antecedent Factors , 1999 .

[233]  Euijin Kim,et al.  The Emergence of E-Commerce in Consumer Markets: New Niche Formation or Creative Destruction? , 2001 .

[234]  S. C. Hui,et al.  Data mining for customer service support , 2000, Inf. Manag..

[235]  Jan-Benedict E. M. Steenkamp,et al.  The use of LISREL in validating marketing constructs. , 1991 .

[236]  Il Im,et al.  CAUSES AND OUTCOMES OF ONLINE CUSTOMER COMPLAINING BEHAVIOR: IMPLICATIONS FOR CUSTOMER RELATIONSHIP MANAGEMENT (CRM) , 2001 .

[237]  Nicholas C. Romano,et al.  Customer relations management research: an assessment of sub field development and maturity , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[238]  Martha G. Russell,et al.  The Impact of Perceived Channel Utilities, Shopping Orientations, and Demographics on the Consumer's Online Buying Behavior , 2006, J. Comput. Mediat. Commun..

[239]  Troy J. Strader,et al.  Determinants of On-Line Channel Use for Purchasing Financial Products , 2000, Int. J. Electron. Commer..

[240]  M. Klose,et al.  Design of Business Media - An Integrated Model of Electronic Commerce , 1999 .

[241]  Il Im,et al.  An analysis of online customer complaints: implications for Web complaint management , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[242]  Starr Roxanne Hiltz,et al.  An Assessment of Group Support Systems Experimental Research: Methodology and Results , 1998, J. Manag. Inf. Syst..

[243]  Kathrin M. Möslein,et al.  BUILDING TRUST AND REPUTATION IN COMMUNITIES AND VIRTUAL ENTERPRISES , 2001 .

[244]  Ellen Christiaanse,et al.  The role of trust and assurance services in electronic channels: an exploratory study , 1999, ICIS.

[245]  Janice M. Burn,et al.  SPECS: Strategic Planning for E-Commerce Systems-Towards an E-Customer Focus , 2001 .

[246]  J. Birren,et al.  Fuzzy analysis of older adult consumer attitudes and decision-making styles: socioeconomic differences in fuzziness , 1995, Proceedings of 1995 IEEE International Conference on Fuzzy Systems..

[247]  Jennifer E. Rowley Product searching with shopping bots , 2000, Internet Res..

[248]  Prashant Palvia,et al.  Consumer-Oriented Electronic Commerce on the World Wide Web: A Comparison of the U.S. and Japanese Practices , 1999 .

[249]  Arnold Kamis,et al.  The Impact of Task Complexity - Decision Aid Fit on Decision Quality in Business-to-Consumer Electronic Commerce , 2000 .

[250]  Richard L. Van Horn,et al.  Empirical studies of management information systems , 1973, DATB.

[251]  Shailendra Palvia,et al.  Advertising Globally on the Internet: New Paradigm or Old Wine in New Bottle , 1999 .

[252]  Evangelos Grigoroudis,et al.  TELOS: a customer satisfaction evaluation software , 2000, Comput. Oper. Res..

[253]  Bernadette Szajna,et al.  Empirical evaluation of the revised technology acceptance model , 1996 .

[254]  Simpson Poon,et al.  The nature of goods and Internet commerce benefit: a preliminary study , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[255]  Jae Kyu Lee,et al.  Cyberconsumption Taxes and Electronic Collection Systems: A Canonical Consumer-Delivered Sales Tax , 1999, Int. J. Electron. Commer..

[256]  Arno Scharl,et al.  Maximizing the Customer Delivered Value with Web-based Mass Information Systems , 1998 .

[257]  Timo Saarinen,et al.  Online Grocery Shopping Around the World: Examples of Key Business Models , 2000, Commun. Assoc. Inf. Syst..

[258]  L. Cronbach Coefficient alpha and the internal structure of tests , 1951 .

[259]  Robert Davis,et al.  Relationship marketing in electronic commerce environments , 1999, J. Inf. Technol..

[260]  A. Borchers Trust in Internet Shopping: A Test of a Measurement Instrument , 2001 .

[261]  Robert D. Galliers,et al.  Post-Sales Support for On-line Product Sales: The Challenge Facing Small Global Firms , 1998 .

[262]  Jay F. Nunamaker,et al.  Developing and validating an instrument to measure the impact of group support technology on affective reward , 1995, Proceedings of the Twenty-Eighth Annual Hawaii International Conference on System Sciences.

[263]  David T. Croasdell,et al.  Redefining the Fundamental Dimensions of Intangible Service Encounters Through Electronic Commerce , 1998 .

[264]  Ho Geun Lee,et al.  The Impact of Electronic Marketplaces on Product Prices: An Empirical Study of AUCNET , 1999, Int. J. Electron. Commer..

[265]  Arno Scharl,et al.  Acquisition and symbolic visualization of aggregated customer information for analyzing Web information systems , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[266]  Justine Cassell,et al.  External manifestations of trustworthiness in the interface , 2000, CACM.

[267]  Jae-Hyeon Ahn,et al.  Decision support for real-time telemarketing operations through Bayesian network learning , 1997, Decis. Support Syst..

[268]  Starr Roxanne Hiltz,et al.  Group Support Systems: A Descriptive Evaluation of Case and Field Studies , 2000, J. Manag. Inf. Syst..

[269]  Dimitris Kardaras,et al.  The development of B2C e-commerce in Greece: current situation and future potential , 2000, Internet Res..

[270]  Grace J. Johnson,et al.  A Trust Based Model of Buying Behavior in Electronic Retailing , 1998 .

[271]  Bill Fulkerson A response to dynamic change in the market place , 1997, Decis. Support Syst..

[272]  Jolie C. Y. Lam,et al.  A Model of Internet Consumer Satisfaction: Focusing on the Web-site design , 1999 .

[273]  P. K. Kannan,et al.  The Economics of Freebies in Exchange for Consumer Information on the Internet: An Exploratory Study , 1999, Int. J. Electron. Commer..

[274]  Sirkka L. Jarvenpaa,et al.  Consumer Trust in an Internet Store: A Cross-Cultural Validation , 2006, J. Comput. Mediat. Commun..

[275]  D. Firth The Organizing Vision for Customer Relationship Management , 2001 .

[276]  Brian L. Massey Market-based predictors of interactivity at Southeast Asian online newspapers , 2000, Internet Res..

[277]  Niels Peter Mols,et al.  The Internet and services marketing - the case of Danish retail banking , 2000, Internet Res..

[278]  Lei-da Chen,et al.  Measuring Consumers' Attitudes to Web Advertising , 1999, Electron. Mark..

[279]  David A. Griffith,et al.  An emerging model of Web site design for marketing , 1998, CACM.

[280]  Wanda J. Orlikowski,et al.  A Short Form Measure of User Information Satisfaction: A Psychometric Evaluation and Notes on Use , 1987, J. Manag. Inf. Syst..

[281]  Wen-Hsiung Wu,et al.  Antecedents of Customer Satisfaction on the Internet: An Empirical Study of Online Shopping , 1999 .

[282]  N. L. Chervany,et al.  WHILE TRUST IS COOL AND COLLECTED, DISTRUST IS FIERY AND FRENZIED: A MODEL OF DISTRUST CONCEPTS , 2001 .

[283]  Gerald L. Lohse,et al.  Predictors of online buying behavior , 1999, CACM.

[284]  Il Im,et al.  The effect of negative buyer feedback on prices in Internet auction markets , 2000, ICIS.

[285]  R. Mason,et al.  Can information technology revitalize your customer service , 1990 .

[286]  Fiona Fui-Hoon Nah,et al.  Knowledge Sharing with Customers on the WWW: Approaches by National Tourism Organizations , 1999 .

[287]  Varun Grover,et al.  The evolution of empirical research in IS: A study in IS maturity , 1993, Inf. Manag..

[288]  Ho Geun Lee,et al.  Intelligent clearinghouse: electronic marketplace with computer-mediated negotiation supports , 1996, Proceedings of HICSS-29: 29th Hawaii International Conference on System Sciences.

[289]  S. Sénécal Stopping Variables in Online Buying Processes: An Innovation Diffusion Approach , 2000 .

[290]  Ho Geun Lee,et al.  Electronic intermediaries: trust building and market differentiation , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[291]  Detmar W. Straub,et al.  Testing the technology acceptance model across cultures: A three country study , 1997, Inf. Manag..

[292]  Otto R. Koppius,et al.  Dimensions of intangible goods , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[293]  Deborah L. Kellogg,et al.  The relationship between service customers' quality assurance behaviors, satisfaction, and effort: A cost of quality perspective , 1997 .

[294]  Ronald M. Lee,et al.  Designing Trustworthy Interorganizational Trade Procedures for Open Electronic Commerce , 1998, Int. J. Electron. Commer..

[295]  R. Pereira Factors Influencing Consumer Purchasing Behavior in Electronic Commerce , 1998 .

[296]  Rolf T. Wigand,et al.  Electronic Commerce: Effects on Electronic Markets , 2006, J. Comput. Mediat. Commun..

[297]  Patricia Carlson,et al.  A Review of MIS Research and Disciplinary Development , 1992, J. Manag. Inf. Syst..

[298]  Jaeki Song,et al.  Determinants of Market Strategies in Electronic Markets , 1998 .

[299]  Vijayan Sugumaran,et al.  Designing Support for Customers on the Web - A Methodology and A Case Study , 2000 .

[300]  Beat F. Schmid,et al.  Elements of a reference model for electronic markets , 1998, Proceedings of the Thirty-First Hawaii International Conference on System Sciences.

[301]  Mike Thelwall,et al.  Commercial Web sites: lost in cyberspace? , 2000, Internet Res..

[302]  Arno Scharl,et al.  Between Flexibility and Automation: An Evaluation of Web Technology from a Business Process Perspective , 2006, J. Comput. Mediat. Commun..

[303]  Mohamed Khalifa,et al.  Satisfaction with Internet-based services , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[304]  Blake Ives,et al.  The information system as a competitive weapon , 1984, CACM.