Economics and Electronic Commerce: Survey and Directions for Research

This article reviews the growing body of research on electronic commerce from the perspective of economic analysis. It begins by constructing a new framework for understanding electronic commerce research, then identifies the range of applicable theory and current research in the context of the new conceptual model. It goes on to assess the state-of-the-art of knowledge about electronic commerce phenomena in terms of the levels of analysis here proposed. And finally,it charts the directions along which useful work in this area might be developed. This survey and framework are intended to induce researchers in the field of information systems, the authors' reference discipline, and other areas in schools of business and management to recognize that research on electronic commerce is business-school research, broadly defined. As such, developments in this research area in the next several years will occur across multiple business-school disciplines, and there will be a growing impetus for greater interdisciplinary communication and interaction.

[1]  Gregory E. Truman,et al.  An Empirical Appraisal of EDI Implementation Strategies , 1998, Int. J. Electron. Commer..

[2]  Ivan Png,et al.  The Competitiveness of On-Line vis-a-vis Conventional Retailing: A Preliminary Study , 2000, ArXiv.

[3]  J. Hagel,et al.  The Real Value of Online Communities , 2000 .

[4]  William Vickrey,et al.  Counterspeculation, Auctions, And Competitive Sealed Tenders , 1961 .

[5]  Jeffrey O. Kephart,et al.  Price and Niche Wars in a Free-Market Economy of Software Agents , 1997, Artificial Life.

[6]  Robert J. Kauffman,et al.  Follow the leader? Strategic pricing in e-commerce , 2000, ICIS.

[7]  John G. Lynch,et al.  Wine Online: Search Costs Affect Competition on Price, Quality, and Distribution , 2000 .

[8]  Ho Geun Lee,et al.  Market Process Reengineering through Electronic Market Systems: Opportunities and Challenges , 1996, J. Manag. Inf. Syst..

[9]  Paul R. Milgrom,et al.  A theory of auctions and competitive bidding , 1982 .

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

[11]  Brian W. Hollocks,et al.  Handbook on Electronic Commerce , 2001, Eur. J. Inf. Syst..

[12]  E. Prescott,et al.  Investment Under Uncertainty , 1971 .

[13]  Robert J. Kauffman,et al.  Discovering Potential and Realizing Value from Information Technology Investments , 2000, J. Manag. Inf. Syst..

[14]  Peter Larsen,et al.  Understanding the Digital Economy: Data, Tools, and Research , 2003, J. Documentation.

[15]  Robert J. Glushko,et al.  An XML framework for agent-based E-commerce , 1999, CACM.

[16]  Neil Munro If it grows, tax it , 1997, CACM.

[17]  C. Shapiro,et al.  Technology Adoption in the Presence of Network Externalities , 1986, Journal of Political Economy.

[18]  Rajiv M. Dewan,et al.  Interconnection agreements between competing Internet service providers , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[19]  Margaret Tan,et al.  Creating the Digital Economy: Strategies and Perspectives from Singapore , 1999, Int. J. Electron. Commer..

[20]  Julian Warner,et al.  Internet Publishing and beyond: The Economics of Digital Information and Intellectual Property , 2002, J. Documentation.

[21]  Robert J. Kauffman,et al.  Analyzing firm-level strategy for Internet-focused reintermediation , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[22]  Robert J. Kauffman,et al.  Opening the "Black Box" of Network Externalities in Network Adoption , 2000, Inf. Syst. Res..

[23]  Jeffrey O. Kephart,et al.  Shopbot Economics , 1999, AGENTS '99.

[24]  G. Hardin,et al.  The Tragedy of the Commons , 1968, Green Planet Blues.

[25]  Jeffrey O. Kephart,et al.  Dynamic pricing by software agents , 2000, Comput. Networks.

[26]  Alok Gupta,et al.  A theoretical and empirical investigation of multi‐item on‐line auctions , 2000, Inf. Technol. Manag..

[27]  Ho Geun Lee,et al.  AUCNET: Electronic Intermediary for Used-Car Transactions , 1997, Electron. Mark..

[28]  Ken Binmore,et al.  Applying game theory to automated negotiation , 1999 .

[29]  Andrew B. Whinston,et al.  Large-scale , Long-term and Virtual Experimental Environments for Electronic Markets , 1998 .

[30]  Frederick J. Riggins,et al.  Developing the learning network using extranets , 1998, Proceedings of the Thirty-First Hawaii International Conference on System Sciences.

[31]  Yannis Bakos,et al.  A Strategic Analysis of Electronic Marketplaces , 1991, MIS Q..

[32]  James H. Keller,et al.  Public Access to the Internet , 1995 .

[33]  Jeffrey K. MacKie-Mason,et al.  Pricing the Internet , 1995 .

[34]  Andrew B. Whinston,et al.  Streamlining the Digital Economy: How to Avert a Tragedy of the Commons , 1997, IEEE Internet Comput..

[35]  Nicholas Economides,et al.  New York University Center for Law and Business Working Paper #CLB-98-004 “Raising Rivals’ Costs in Complementary Goods Markets: LLCs Entering into Long Distance and Microsoft Building Internet Explorer” , 1998 .

[36]  Arno Scharl,et al.  An Institutional Approach to Modeling the Structure and Functionality of Brokered Electronic Markets , 1999, Int. J. Electron. Commer..

[37]  David Chaum,et al.  Online Cash Checks , 1990, EUROCRYPT.

[38]  Lee W. McKnight,et al.  Internet Economics: When Constituencies Collide in Cyberspace , 1997, IEEE Internet Comput..

[39]  H. Varian,et al.  VERSIONING: THE SMART WAY TO SELL INFORMATION , 1998 .

[40]  E Tosi Achieving Legal and Business Order in Cyberspace: A Report on Global Jurisdiction Issues Created By the Internet , 2000 .

[41]  Robert J. Kauffman,et al.  Should we wait? Network externalities and electronic billing adoption , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

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

[43]  P. Klemperer Auction Theory: A Guide to the Literature , 1999 .

[44]  Arie Segev,et al.  Auctions on the Internet: A Field Study , 1998 .

[45]  Andrew B. Whinston,et al.  The Dynamics of the Electronic Market: An Evolutionary Game Approach , 2000, Inf. Syst. Frontiers.

[46]  Thomas G. Dietterich What is machine learning? , 2020, Archives of Disease in Childhood.

[47]  Weiguo Fan,et al.  Personalization of search engine services for effective retrieval and knowledge management , 2000, ICIS.

[48]  R. Lal,et al.  When and How is the Internet Likely to Decrease Price Competition , 1999 .

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

[50]  Robert A. Josefek,et al.  DURATION OF IT HUMAN CAPITAL EMPLOYMENT , 2000 .

[51]  Stefan Klein The Emergence of Auctions on the World Wide Web , 2000, Handbook of Electronic Commerce.

[52]  Joseph P. Bailey,et al.  The economics of Internet interconnection agreements , 1997 .

[53]  Alina M. Chircu,et al.  Trust, Expertise, and E-Commerce Intermediary Adoption , 2000 .

[54]  Ho Geun Lee,et al.  Research Report. Can EDI Benefit Adopters? , 1999, Inf. Syst. Res..

[55]  Bill Burnham How to invest in E-commerce stocks , 1998 .

[56]  O. Hart,et al.  Property Rights and the Nature of the Firm , 1988, Journal of Political Economy.

[57]  Uwe G. Wilhelm,et al.  Workshop on Electronic Commerce , 1999 .

[58]  Benjamin M. Compaine,et al.  The Internet upheaval : raising questions, seeking answers in communications policy , 2000 .

[59]  A. Rangaswamy,et al.  The Online Medium and Customer Price Sensitivity , 1999 .

[60]  Paul R. Milgrom,et al.  Auctions and Bidding: A Primer , 1989 .

[61]  Andrew B. Whinston,et al.  Estimating Internet Users' Demand Characteristics , 2001 .

[62]  Andrew B. Whinston,et al.  A Priority Pricing Approach to Manage Multi-Service Class Networks in Real-Time , 1995 .

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

[64]  Andrew B. Whinston,et al.  Enterprise decision support using Intranet technology , 1997, Decis. Support Syst..

[65]  Michael P. Wellman,et al.  AkBA: a progressive, anonymous-price combinatorial auction , 2000, EC '00.

[66]  Andrew D. Klein Wallstreet.Com: Fat Cat Investing at the Click of a Mouse : How Andy Klein and the Internet Can Give Everyone a Seat on the Exchange , 1998 .

[67]  Andrew B. Whinston,et al.  Trusted Third Parties in the Electronic Marketplace: An Evolutionary Game Approach , 1999 .

[68]  John A. List,et al.  Demand Reduction in Multi-unit Auctions with Varying Numbers of Bidders: Theory and Field Experiments , 1999 .

[69]  Rajiv M. Dewan,et al.  Achieving first-mover advantage through product customization on the Internet , 2000, ICIS.

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

[71]  Robert J. Kauffman,et al.  ANALYZING COMPETITION AND COLLUSION STRATEGIES IN ELECTRONIC MARKETPLACES WITH INFORMATION ASYMMETRY , 2000 .

[72]  J. Wooders,et al.  Reputation in Auctions: Theory, and Evidence from Ebay , 2006 .

[73]  Liam Murphy,et al.  Responsive pricing in the Internet , 1997 .

[74]  Robert J. Kauffman,et al.  Limits to value in electronic commerce-related IT investments , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[75]  Giorgos Zacharia,et al.  Agent-Mediated Electronic Commerce: An MIT Media Laboratory Perspective , 2000, Int. J. Electron. Commer..

[76]  Neil Gandal Hedonic Price Indexes for Spreadsheets and an Empirical Test for Network Externalities , 1994 .

[77]  Yannis Bakos,et al.  Bundling Information Goods: Pricing, Profits and Efficiency , 1998 .

[78]  Frederick J. Riggins,et al.  A Framework for Identifying Web-Based Electronic Commerce Opportunities , 1999, J. Organ. Comput. Electron. Commer..

[79]  Robert J. Kauffman,et al.  New buyers' arrival under dynamic pricing market microstructure: the case of group-buying discounts on the Internet , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[80]  Michael P. Wellman,et al.  A Parametrization of the Auction Design Space , 2001, Games Econ. Behav..

[81]  C. Shapiro,et al.  Systems Competition and Network Effects , 1994 .

[82]  Erik Brynjolfsson,et al.  Aggregation and Disaggregation of Information Goods: Implications for Bundling, Site Licensing, and Micropayment Systems , 2001, Lectures in E-Commerce.

[83]  Andrew B. Whinston,et al.  An economic approach to networked computing with priority classes , 1996, J. Organ. Comput. Electron. Commer..

[84]  George A. Akerlof The Market for “Lemons”: Quality Uncertainty and the Market Mechanism , 1970 .

[85]  David C. Parkes,et al.  Preventing Strategic Manipulation in Iterative Auctions: Proxy Agents and Price-Adjustment , 2000, AAAI/IAAI.

[86]  Ravi Bapna,et al.  Designing and Managing Online Service Quality and Product Mix Under Uncertain Demand and Fixed Short-term Capacity ♦ , 2002 .

[87]  Matthias Klusch,et al.  Cooperative Information Agents II Learning, Mobility and Electronic Commerce for Information Discovery on the Internet , 1998, Lecture Notes in Computer Science.

[88]  T. Ishida,et al.  A Trading Agent Competition for the Research Community , 1999 .

[89]  Andrew B. Whinston,et al.  Exploring Traffic Pricing for the Virtual Private Network , 2002, Inf. Technol. Manag..

[90]  M. Harris,et al.  ALLOCATION MECHANISMS AND THE DESIGN OF AUCTIONS , 1981 .

[91]  Andrew B. Whinston,et al.  The Design and Development of Internet-and Intranet-Based Collaboratories , 1996, Int. J. Electron. Commer..

[92]  Michael J. Shaw,et al.  Electronic Commerce: Review of Critical Research Issues , 1999, Inf. Syst. Frontiers.

[93]  J. Hagel,et al.  Net gain: Expanding markets through virtual communities , 1999 .

[94]  Martyne M. Hallgren,et al.  The economic efficiency of Internet public goods , 1997 .

[95]  Sanford J. Grossman,et al.  The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration , 1986 .

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

[97]  O. Williamson,et al.  Markets and Hierarchies: Analysis and Antitrust Implications. , 1977 .

[98]  Joseph Farrell,et al.  Standardization, Compatibility, and Innovation , 1985 .

[99]  Peter Weill,et al.  Managing Investment in Information Technology: Mini Case Examples and Implications , 1989, MIS Q..

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

[101]  Eric K. Clemons,et al.  Reengineering Money: The Mondex Stored Value Card and Beyond , 1996, Int. J. Electron. Commer..

[102]  R. Kauffman,et al.  Appropriating Value from Computerized Reservation System Ownership in the Airline Industry , 2001 .

[103]  David Chaum,et al.  Numbers Can Be a Better Form of Cash than Paper , 1991, Computer Security and Industrial Cryptography.

[104]  Patiwat Panurach,et al.  Money in electronic commerce: digital cash, electronic fund transfer, and Ecash , 1996, CACM.

[105]  Andrew B. Whinston,et al.  Priority pricing of integrated services networks , 1997 .

[106]  H. Varian,et al.  Internet Publishing and beyond: The Economics of Digital Information and Intellectual Property , 2000 .

[107]  Marvin A. Sirbu,et al.  Flexible and Scalable Credential Structures: NetBill Implementation and Experience , 1999 .

[108]  David C. Parkes,et al.  Accounting for Cognitive Costs in On-Line Auction Design , 1998, AMET.

[109]  Andrew B. Whinston,et al.  Electronic markets for learning: education brokerages on the Internet , 1996, CACM.

[110]  Lawrence A. West,et al.  Private Markets for Public Goods: Pricing Strategies of Online Database Vendors , 2000, J. Manag. Inf. Syst..

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

[112]  Rajarshi Das,et al.  Two-Sided Learning in an Agent Economy for Information Bundles , 1999, Agent Mediated Electronic Commerce.

[113]  L. Samuelson Evolutionary Games and Equilibrium Selection , 1997 .

[114]  Barrie R. Nault,et al.  Ownership and Investment in Electronic Networks , 1996, Inf. Syst. Res..

[115]  Jungpil Hahn,et al.  The dynamics of mass online marketplaces: a case study of an online auction , 2001, CHI.

[116]  Marshall W. Van Alstyne,et al.  Electronic Communities : Global Village or Cyberbalkans ? , 1996 .

[117]  Martin Bichler,et al.  Services of A Broker in Electronic Commerce Transactions , 1998, Electron. Mark..

[118]  David Lucking-Reiley,et al.  Using field experiments to test equivalence between auction formats: Magic on the internet , 1999 .

[119]  Joseph A. Swanson,et al.  Special Issue: Experimental Economics in Practice: The First Use of a Combined-Value Auction for Transportation Services , 2002, Interfaces.

[120]  David C. Croson,et al.  Agency Relationships and Monitoring in Electronic Commerce , 1997, Int. J. Electron. Commer..

[121]  Eric K. Clemons,et al.  Information Technology and Industrial Cooperation: The Changing Economics of Coordination and Ownership , 1992, J. Manag. Inf. Syst..

[122]  David H. Reiley,et al.  Pennies from Ebay: The Determinants of Price in Online Auctions , 2000 .

[123]  J. Bakos,et al.  From vendors to partners: Information technology and incomplete contracts in buyer‐supplier relationships , 1993 .

[124]  Nicholas Economides,et al.  Network Externalities, Complementarities, and Invitations to Enter , 1996 .

[125]  Y. Masuda,et al.  Dynamic Pricing for Network Service: Equilibrium and Stability , 1999 .

[126]  Jeffrey O. Kephart,et al.  Shopbots and Pricebots , 1999, IJCAI.

[127]  James E. Hanson,et al.  Price-war dynamics in a free-market economy of software agents , 1998 .

[128]  David Chaum,et al.  Advances in Cryptology: Proceedings Of Crypto 83 , 2012 .

[129]  Akbar Zaheer,et al.  Electronic integration and strategic advantage: a quasi-experimental study in the insurance industry , 1989, ICIS '89.

[130]  Giorgos Zacharia,et al.  Dynamic pricing in a reputation brokered agent mediated knowledge marketplace , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[131]  Yannis Bakos,et al.  Bundling and Competition on the Internet , 1999 .

[132]  George S. Nezlek,et al.  Toward a research agenda for the study of business practices in information industries , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[133]  Eric K. Clemons,et al.  Adverse Self-Selection and the Changing Competitive Balance between Stock Exchanges and Off-Exchange Trading Venues , 1997, Int. J. Electron. Commer..

[134]  Robert J. Kauffman,et al.  Design principles for long‐lived Internet agents , 2000 .

[135]  Andrew B. Whinston,et al.  Managing computing resources in intranets: an electronic commerce perspective , 1986, Decis. Support Syst..

[136]  Prabhudev Konana,et al.  The implications of online investing , 2000, Commun. ACM.

[137]  Lorin M. Hitt,et al.  Beyond the productivity paradox , 1998, CACM.

[138]  L. McKnight,et al.  Internet economics , 1997 .

[139]  David Aldridge,et al.  Purchasing on the Net - The New Opportunities for Electronic Commerce , 1998, Electron. Mark..

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

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

[142]  G. Hutton Net gain: Expanding markets through virtual communities , 1998 .

[143]  Jeffrey O. Kephart,et al.  Pseudo-convergent Q-Learning by Competitive Pricebots , 2000, ICML.

[144]  Elinor Harris Solomon Virtual Money: Understanding the Power and Risks of Money's High-Speed Journey into Electronic Space , 1997 .

[145]  Amir Hartman,et al.  Net Ready - Strategies for Success in the E-Conomy , 1999 .

[146]  E. Friedman,et al.  The Social Cost of Cheap Pseudonyms , 2001 .

[147]  Robert M. O'Keefe,et al.  The Impact of the Web on Auctions: Some Empirical Evidence and Theoretical Considerations , 1999, Int. J. Electron. Commer..

[148]  René W. Wagenaar,et al.  A Method to Assess Expected Net Benefits of EDI Investments , 1996, Int. J. Electron. Commer..

[149]  Andrew B. Whinston,et al.  A Web-Based Financial Trading System , 1999, Computer.

[150]  李幼升,et al.  Ph , 1989 .

[151]  R. Wigand,et al.  Electronic Markets and Virtual Value Chains on the Information Superhighway , 1995 .

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

[153]  Eric van Heck,et al.  Experiences with Electronic Auctions in the Dutch Flower Industry , 1997, Electron. Mark..

[154]  Manfred Kochen,et al.  On the economics of information , 1972, J. Am. Soc. Inf. Sci..

[155]  Michael P. Wellman,et al.  Flexible double auctions for electronic commerce: theory and implementation , 1998, Decis. Support Syst..

[156]  J. Gebauer,et al.  Business-to-business electronic commerce , 2003, 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the.

[157]  Larry Downes,et al.  Unleashing the Killer App: Digital Strategies for Market Dominance , 1998 .

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

[159]  Deborah Estrin,et al.  Pricing in Computer Networks: Reshaping the Research Agenda , 2020, The Internet and Telecommunications Policy.

[160]  Anthony M. Townsend,et al.  The threat of long-arm jurisdiction to electronic commerce , 1998, CACM.

[161]  F KemererChris,et al.  Computerized loan origination systems , 1994 .

[162]  Paula M. C. Swatman,et al.  Strategic information systems planning: deriving comparative advantage from EDI , 1995, J. Inf. Technol..

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

[164]  A. Rangaswamy,et al.  Consumer Choice Behavior in Online and Traditional Supermarkets: The Effects of Brand Name, Price, , 2000 .

[165]  Robert J. Kauffman,et al.  Valuing Adoption of Electronic Networks , 2000 .

[166]  J. P. Bailey,et al.  Understanding Digital Markets: Review and Assessment , 2001 .

[167]  Baba Prasad,et al.  Pricing online banking services amid network externalities , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[168]  Ronald T. Wilcox Experts and Amateurs: The Role of Experience in Internet Auctions , 2000 .

[169]  Andrew B. Whinston,et al.  Efficient Selection of Suppliers over the Internet , 1997, J. Manag. Inf. Syst..

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

[171]  Derek Leebaert,et al.  The future of the electronic marketplace , 1999 .

[172]  Michael P. Wellman,et al.  Auction Protocols for Decentralized Scheduling , 2001, Games Econ. Behav..

[173]  Andrew B. Whinston,et al.  The economics of network management , 1999, CACM.

[174]  Robert J. Kauffman,et al.  Digital intermediation in electronic commerce: The eBay model , 2000 .

[175]  Maria L. Gini,et al.  A market architecture for multi-agent contracting , 1998, AGENTS '98.

[176]  Paula M. C. Swatman,et al.  EDI System Integration: A Definition and Literature Survey , 1992, Inf. Soc..

[177]  Nicholas Economides,et al.  Critical Mass and Network Evolution in Telecommuni-cations , 2013 .

[178]  Wonseok Oh,et al.  Electronic Commerce in the Retail Brokerage Industry: Trading Costs of Internet Versus Full Service Firms , 1999 .

[179]  Geoffrey G. Parker,et al.  Information Complements, Substitutes, and Strategic Product Design , 2000, ICIS.

[180]  David Lucking-Reiley,et al.  Experimental Evidence on the Endogenous Entry of Bidders in Internet Auctions , 1999 .

[181]  Eric Walden,et al.  Some Value Propositions of Online Communities , 2000, Electron. Mark..

[182]  William F. Shughart,et al.  Is Microsoft a Monopolist , 1998 .

[183]  Jeffrey O. Kephart,et al.  Strategic pricebot dynamics , 1999, EC '99.

[184]  Eric K. Clemons,et al.  The Decoupling of Value Creation from Revenue: A Strategic Analysis of the Markets for Pure Information Goods , 2003, Inf. Technol. Manag..

[185]  Hal R. Varian,et al.  Differential Pricing and Efficiency , 1996, First Monday.

[186]  R. McAfee,et al.  Auctions and Bidding , 1986 .

[187]  William E. Halal,et al.  Internal Markets: Bringing the Power of Free Enterprise Inside Your Organization , 1993 .

[188]  Haim Mendelson,et al.  Pricing computer services: queueing effects , 1985, CACM.

[189]  Daniel F. Spulber Market Microstructure and Intermediation , 1996 .

[190]  Arun Sundararajan,et al.  Building and sustaining interorganizational information sharing relationships: the competitive impact of interfacing supply chain operations with marketing strategy , 1997, ICIS '97.

[191]  Maria L. Gini,et al.  Mixed-initiative decision support in agent-based automated contracting , 2000, AGENTS '00.

[192]  Qin Zheng,et al.  Research Priorities in Electronic Commerce , 2000 .

[193]  Ken Peffers,et al.  Competitor and vendor influence on the adoption of innovative applications in electronic commerce , 1998, Inf. Manag..

[194]  David Clark,et al.  Internet cost allocation and pricing , 1997 .

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

[196]  Roger B. Myerson,et al.  Optimal Auction Design , 1981, Math. Oper. Res..

[197]  Robert J. Kauffman,et al.  Strategies for Internet Middlemen in the Intermediation/Disintermediation/Reintermediation Cycle , 1999, Electron. Mark..

[198]  Hemant K. Bhargava,et al.  Analysis of an intermediary's strategies in electronic markets for decision technologies , 1999, ICIS.

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

[200]  Subhasish Dasgupta Electronic Contracting in Online Stock Trading , 1998, Electron. Mark..

[201]  L. Jean Camp,et al.  Token and Notational Money in Electronic Commerce , 1995, USENIX Workshop on Electronic Commerce.

[202]  Andrew Whinston,et al.  Electronic Commerce: A Manager's Guide , 1997 .

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

[204]  Ravi Kalakota,et al.  e-Business: Roadmap for Success , 1999 .

[205]  Jeffrey H. Rohlfs A theory of interdependent demand for a communications service , 1974 .

[206]  Jim R. Oliver Artificial Agents Learn Policies for Multi-Issue Negotiation , 1997, Int. J. Electron. Commer..

[207]  Kevin Crowston,et al.  Real Estate War in Cyberspace: An Emerging Electronic Market? , 1999, Electron. Mark..

[208]  Andrew Whinston,et al.  A Stochastic Equilibrium Model of Internet Pricing , 1997 .

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

[210]  J. Christopher Westland,et al.  A Rational Choice Model of Computer and Network Crime , 1996, Int. J. Electron. Commer..

[211]  David Chaum,et al.  Smart Card 2000 , 1991 .

[212]  René W. Wagenaar,et al.  A comprehensive approach to assess the value of EDI , 1998, Inf. Manag..

[213]  Peter Buxmann,et al.  Assessing the Value of Interorganizational Systems to Support Business Transactions , 2000, Int. J. Electron. Commer..

[214]  Michael Wooldridge,et al.  Agent technology: foundations, applications, and markets , 1998 .

[215]  Andrew B. Whinston,et al.  Using client-broker-server architecture for Intranet decision support , 1997, Decis. Support Syst..

[216]  SIGecom Proceedings of the ACM conference on electronic commerce : EC '99, Denver, Colorado, November 3-5, 1999 , 1999 .

[217]  Prabuddha De,et al.  Proceedings of the 20th international conference on Information Systems , 1999 .

[218]  Hsing Kenneth Cheng,et al.  Optimal pricing policies of web-enabled application services , 2003, Decis. Support Syst..

[219]  David Chaum,et al.  SmartCash: a practical electronic payment system , 1990 .

[220]  Michael A. Cusumano,et al.  Competing On Internet Time: Lessons From Netscape And Its Battle With Microsoft , 1998 .

[221]  David Chaum,et al.  Achieving Electronic Privacy , 1992 .

[222]  Robert J. Kauffman,et al.  Justifying Electronic Banking Network Expansion Using Real Options Analysis , 2000, MIS Q..

[223]  Ron S. Jarmin,et al.  Measuring the Digital Economy , 1999 .

[224]  Loretta Anania,et al.  Flat—the minimalist price , 1997 .

[225]  Gerald Tesauro,et al.  Pricing in Agent Economies Using Neural Networks and Multi-agent Q-Learning , 2001, Sequence Learning.

[226]  Tridas Mukhopadhyay,et al.  Overcoming EDI Adoption and Implementation Risks , 1999, Int. J. Electron. Commer..

[227]  J. Ware,et al.  The Search for Digital Excellence , 1998 .

[228]  Hemant K. Bhargava,et al.  Electronic Commerce in Decision Technologies: A Business Cycle Analysis , 1997, Int. J. Electron. Commer..

[229]  Maria L. Gini,et al.  Magma: An Agent Based Virtual Market for Electronic Commerce , 1997, Appl. Artif. Intell..

[230]  Pattie Maes,et al.  Agents that buy and sell , 1999, CACM.

[231]  Nalin Kulatilaka,et al.  Managing Information Technology Investments : A Capability-based Real Options Approach , 1998 .

[232]  Andrew B. Whinston,et al.  Virtual field experiments for a digital economy: a new research methodology for exploring an information economy , 2002, Decis. Support Syst..

[233]  Bruce W. Weber,et al.  Elements of Market Structure for On-Line Commerce , 1998 .

[234]  William L. Goffe The Economics of Electronic Commerce , 2000 .

[235]  JoAnne Yates,et al.  Electronic markets and electronic hierarchies , 1987, CACM.

[236]  Lawrence A. West,et al.  Electronic Markets and Electronic Governments , 1997, Int. J. Electron. Commer..

[237]  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..

[238]  Erik Brynjolfsson,et al.  Frictionless Commerce? A Comparison of Internet and Conventional Retailers , 2000 .

[239]  Ronald M. Harstad,et al.  Modeling Competitive Bidding: A Critical Essay , 1994 .

[240]  Gerald L. Lohse,et al.  Predictors of Online Buying: Findings from the Wharton Virtual Test Market , 1999 .

[241]  Stefan Klein,et al.  Introduction to Electronic Auctions , 1997, Electron. Mark..

[242]  Lorin M. Hitt,et al.  Switching cost and brand loyalty in electronic markets: evidence from on-line retail brokers , 2000, ICIS.

[243]  Don Tapscott,et al.  Blueprint to the Digital Economy: Creating Wealth in the Era of E-Business , 1998 .

[244]  N. Economides The Economics of Networks , 1995 .

[245]  M. Sirbu Credits and debits on the Internet , 1997 .

[246]  David C. Parkes,et al.  iBundle: an efficient ascending price bundle auction , 1999, EC '99.

[247]  M. Morton,et al.  Electronic data interchange: How much competitive advantage? , 1990 .

[248]  F. Ygge Optimal Auction Design for Agents with Hard Valuation Problems , .

[249]  Lawrence C. Stewart,et al.  Designing Systems for Internet Commerce , 1998 .

[250]  Giorgos Zacharia,et al.  Economics of Dynamic Pricing in a Reputation Brokered Agent Mediated Marketplace , 2001, E-Commerce Agents.

[251]  Chris F. Kemerer Information Technology and Industrial Competitiveness: How IT Shapes Competition , 1997 .

[252]  J. Bakos,et al.  Interorganizational information systems in vertical markets , 1991 .

[253]  Rajiv M. Dewan,et al.  Communications in Hierarchical Organizations and Standards Policies for Information Technology , 1997, Int. J. Electron. Commer..

[254]  G. Gowrisankaran,et al.  Network Externalities and Technology Adoption: Lessons from Electronic Payments , 2002 .

[255]  Robert J. Kauffman,et al.  Reintermediation Strategies in Business-to-Business Electronic Commerce , 2000, Int. J. Electron. Commer..

[256]  Michael P. Wellman,et al.  The Michigan Internet AuctionBot: a configurable auction server for human and software agents , 1998, AGENTS '98.

[257]  Lawrence A. West,et al.  Foreign knowledge workers as a strategic staffing option , 2000 .

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

[259]  Paul A. Pavlou,et al.  Evidence of the Effect of Trust Building Technology in Electronic Markets: Price Premiums and Buyer Behavior , 2002, MIS Q..

[260]  John Gallaugher,et al.  Network Externalities and the Provision of Composite IT Goods Supporting the E-Commerce Infrastructure , 1999, Electron. Mark..

[261]  Robert J. Kauffman,et al.  Analyzing information intermediaries in electronic brokerage , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[262]  Marvin A. Sirbu,et al.  Pricing Multicast Communication: A Cost-Based Approach , 2001, Telecommun. Syst..

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

[264]  John Gallaugher,et al.  Network Effects and the Impact of Free Goods: An Analysis of the Web Server Market , 1999, Int. J. Electron. Commer..

[265]  Andrew B. Whinston,et al.  The Design and Development of a Financial Cybermarket with a Bundle Trading Mechanism , 1999, Int. J. Electron. Commer..

[266]  Manu Sridharan,et al.  Multi-agent Q-learning and regression trees for automated pricing decisions , 2000, Proceedings Fourth International Conference on MultiAgent Systems.

[267]  Izak Benbasat,et al.  Electronic Data Interchange and Small Organizations: Adoption and Impact of Technology , 1995, MIS Q..

[268]  A. Roth,et al.  Last Minute Bidding and the Rules for Ending Second-Price Auctions: Theory and Evidence from a Natural Experiment on the Internet , 2000 .

[269]  L Dos SantosBrian,et al.  Competitor and vendor influence on the adoption of innovative applications in electronic commerce , 1998 .

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

[271]  Robert J. Kauffman,et al.  Maximizing the value of internet-based corporate travel reservation systems , 2001, CACM.

[272]  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.

[273]  G. Tesauro,et al.  Foresight-based pricing algorithms in an economy of software agents , 1998, ICE '98.

[274]  Roy Rada Standards: the language for success , 1993, CACM.

[275]  Rajiv Kishore,et al.  A Comparative Analysis of E-Commerce Governance Mechanisms , 2000 .

[276]  George M. Giaglis,et al.  Dynamic Modeling to Assess the Business Value of Electronic Commerce , 1999, Int. J. Electron. Commer..

[277]  Robert J. Kauffman,et al.  ANALYZING INVESTMENTS IN OBJECT-ORIENTED MIDDLEWARE : AN OPTIONS PERSPECTIVE May 2000 , 2000 .

[278]  Glenn E. Mangurian,et al.  The changing value of communications technology , 1990 .

[279]  T. House A FRAMEWORK FOR GLOBAL ELECTRONIC COMMERCE , 2021, Profit over Privacy.

[280]  Hal R. Varian,et al.  Information rules - a strategic guide to the network economy , 1999 .

[281]  Marydee Ojala Who's hosting this search? , 1995 .

[282]  C. Didier,et al.  Winners, Losers and Microsoft. Competition and Antitrust in High Technology - Stan J. Liebowitz & Stephen E. Margolis , 2000 .

[283]  Michael P. Wellman,et al.  Multiagent Reinforcement Learning: Theoretical Framework and an Algorithm , 1998, ICML.

[284]  Robert B. Johnston,et al.  An Emerging Vision of Internet-Enabled Supply-Chain Electronic Commerce , 2000, Int. J. Electron. Commer..

[285]  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.

[286]  P. David Clio and the Economics of QWERTY , 1985 .

[287]  H. Beck,et al.  Jobs on the wire: In search of the perfect labor market , 1999 .

[288]  O KephartJeffrey,et al.  Pricing in Agent Economies Using Multi-Agent Q-Learning , 2002 .

[289]  Eric K. Clemons,et al.  Rosenbluth International: strategic transformation of a successful enterprise , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[290]  David Siegel Futurize Your Enterprise: Business Strategy in the Age of the E-Customer , 1999 .

[291]  Haim Mendelson,et al.  Incomplete information costs and database design , 1986, TODS.

[292]  M. A. Emmelhainz Edi: A Total Management Guide , 1993 .

[293]  Jeffrey O. Kephart,et al.  Dynamics of an Information-Filtering Economy , 1998, CIA.

[294]  Eric Walden,et al.  Economic returns to firms from business-to-business electronic commerce initiatives: an empirical examination , 2000, ICIS.

[295]  Edmund H. Durfee,et al.  Automated strategy searches in an electronic goods market: learning and complex price schedules , 1999, EC '99.

[296]  A. Zaheer,et al.  Catching the wave: alertness, responsiveness, and market influence in global electronic networks , 1997 .

[297]  Margaret Tan,et al.  Factors Influencing the Adoption of the Internet , 1998, Int. J. Electron. Commer..

[298]  David H. Reiley,et al.  Demand Reduction in Multi-Unit Auctions: Evidence from a Sportscard Field Experiment: Reply , 2005 .

[299]  Andrew Whinston,et al.  Measuring the Internet Economy , 1999 .

[300]  Erik Brynjolfsson,et al.  Understanding the Digital Economy: Data, Tools, and Research , 2000 .

[301]  J. E. Russo,et al.  The Value of Unit Price Information , 1977 .

[302]  Josh Lerner,et al.  The Simple Economics of Open Source , 2000 .

[303]  Eric van Heck,et al.  Re-Engineering the Dutch Flower Auctions: A Framework for Analyzing Exchange Organizations , 1996, Inf. Syst. Res..

[304]  Yannis Bakos,et al.  Shared Information Goods , 1999 .

[305]  David H. Reiley,et al.  Public versus Secret Reserve Prices in eBay Auctions: Results from a Pokémon Field Experiment , 2007 .

[306]  Andrew B. Whinston,et al.  Integrating User Preferences and Real-Time Workload in Information Services , 2000, Inf. Syst. Res..

[307]  Vladimir Zwass Structure and Macro - Level Impacts of Electronic Commerce: From Technological Infrastructure to Ele , 1988 .

[308]  Tuomas Sandholm,et al.  Bargaining with Deadlines , 1999, AAAI/IAAI.

[309]  Kevin Crowston,et al.  Market-Enabling Internet Agents , 1996, ICIS.

[310]  Robert J. Kauffman,et al.  Five degrees of separation: a human capital model of employment-related decisionmaking in the information technology workforce , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[311]  Ajit Kambil,et al.  Transforming the Marketspace with All-in-One Markets , 1999, Int. J. Electron. Commer..

[312]  T. Sandholm Limitations of the Vickrey Auction in Computational Multiagent Systems , 1996 .

[313]  Amos Fiat,et al.  Untraceable Electronic Cash , 1990, CRYPTO.

[314]  Chris F. Kemerer,et al.  Recent Applications of Economic Theory in Information Technology Research Recent Applications of Economic Theory in Information Technology Research , 2022 .

[315]  Nir Vulkan Economic Implications of Agent Technology and E-Commerce , 1999 .

[316]  Andrew B. Whinston,et al.  Creating a collaboratory in cyberspace: Theoretical foundation and an implementation , 1995, J. Organ. Comput..

[317]  Jerry Useem,et al.  For Sale Online: You. , 1999 .

[318]  Victor R. Lesser,et al.  Advantages of a Leveled Commitment Contracting Protocol , 1996, AAAI/IAAI, Vol. 1.

[319]  Yannis Bakos,et al.  Information Links and Electronic Marketplaces: The Role of Interorganizational Information Systems in Vertical Markets , 1991, J. Manag. Inf. Syst..

[320]  David C. Parkes,et al.  Iterative Combinatorial Auctions: Theory and Practice , 2000, AAAI/IAAI.

[321]  David Chaum,et al.  Security without identification: transaction systems to make big brother obsolete , 1985, CACM.

[322]  Jeremy I. Bulow,et al.  The Simple Economics of Optimal Auctions , 1989, Journal of Political Economy.

[323]  David H. Reiley Auctions on the Internet: What's Being Auctioned, and How? , 2000 .

[324]  Ho Geun Lee,et al.  Impacts of the Electronic Marketplace on Transaction Cost and Market Structure , 1996, Int. J. Electron. Commer..

[325]  F. Riggins,et al.  The growth of interorganizational systems in the presence of network externalities , 1994 .

[326]  Lorin M. Hitt,et al.  The Emerging Knowledge Economy : Exchange in Internet Spot Markets for IT Expertise Draft : Comments Welcome June 6 , 2000 , 2001 .

[327]  Margaret Tan,et al.  A Contingency Model of Internet Adoption in Singapore , 1997, Int. J. Electron. Commer..

[328]  David W. Crawford Internet services: a market for bandwidth or communication? , 1997 .

[329]  A. Zaheer,et al.  Determinants of Electronic Integration in the Insurance Industry: An Empirical Test , 1994 .

[330]  Yannis Bakos,et al.  Bundling and Competition on the Internet , 1999 .