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50th Anniversary Article: The Evolution of Research on Information Systems: A Fiftieth-Year Survey of the Literature in Management Science

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Listed:
  • Rajiv D. Banker

    (Anderson Graduate School of Management, University of California, Riverside, California 92521)

  • Robert J. Kauffman

    (Information and Decision Sciences, Carlson School of Management, University of Minnesota, Minneapolis, Minnesota 55455)

Abstract

The development of the information systems (IS) literature in Management Science during the past 50 years reflects the inception, growth, and maturation of several different research streams. The five research streams we identify incorporate different definitions of the managerial problems that relate to IS, the alternate theoretical perspectives and different methodological paradigms to study them, and the levels of the organization at which their primary results impact managerial practice. The decision support and design science research stream studies the application of computers in decision support, control, and managerial decision making. The value of information research stream reflects relationships established based on economic analysis of information as a commodity in the management of the firm. The human-computer systems design research stream emphasizes the cognitive basis for effective systems design. The IS organization and strategy research stream focuses the level of analysis on the locus of value of the IS investment instead of on the perceptions of a system or its user. The economics of information systems and technology research stream emphasizes the application of theoretical perspectives and methods from analytical and empirical economics to managerial problems involving IS and information technologies (IT). Based on a discussion of these streams, we evaluate the IS literature's core contributions to theoretical and managerial knowledge, and make some predictions about the road that lies ahead for IS researchers.

Suggested Citation

  • Rajiv D. Banker & Robert J. Kauffman, 2004. "50th Anniversary Article: The Evolution of Research on Information Systems: A Fiftieth-Year Survey of the Literature in Management Science," Management Science, INFORMS, vol. 50(3), pages 281-298, March.
    • Handle: RePEc:inm:ormnsc:v:50:y:2004:i:3:p:281-298
    DOI: 10.1287/mnsc.1040.0206
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    References listed on IDEAS

    as
    1. John A. Norton & Frank M. Bass, 1987. "A Diffusion Theory Model of Adoption and Substitution for Successive Generations of High-Technology Products," Management Science, INFORMS, vol. 33(9), pages 1069-1086, September.
    2. Donald P. Ballou & Harold L. Pazer, 1985. "Modeling Data and Process Quality in Multi-Input, Multi-Output Information Systems," Management Science, INFORMS, vol. 31(2), pages 150-162, February.
    3. Ida R. Hoos, 1971. "Information Systems and Public Planning," Management Science, INFORMS, vol. 17(10), pages 658-671, June.
    4. Sylvain Ehrenfeld, 1967. "Critique of: "An Overview of Management Science and Information Systems"," Management Science, INFORMS, vol. 13(12), pages 832-833, August.
    5. Hart, Oliver & Moore, John, 1990. "Property Rights and the Nature of the Firm," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1119-1158, December.
    6. George Huber, 1982. "Organizational Information Systems: Determinants of Their Performance and Behavior," Management Science, INFORMS, vol. 28(2), pages 138-155, February.
    7. Seymour M. Kwerel, 1968. "Information Retrieval for Media Planning," Management Science, INFORMS, vol. 15(4), pages 137-160, December.
    8. M. L. Bariff & E. J. Lusk, 1977. "Cognitive and Personality Tests for the Design of Management Information Systems," Management Science, INFORMS, vol. 23(8), pages 820-829, April.
    9. Jeffrey H. Moore, 1979. "Effects of Alternate Information Structures in a Decomposed Organization: A Laboratory Experiment," Management Science, INFORMS, vol. 25(5), pages 485-497, May.
    10. Sanford V. Berg, 1975. "Planning for Computer Networks: The Trade Analogy," Management Science, INFORMS, vol. 21(12), pages 1458-1465, August.
    11. Lee Sproull & Sara Kiesler, 1986. "Reducing Social Context Cues: Electronic Mail in Organizational Communication," Management Science, INFORMS, vol. 32(11), pages 1492-1512, November.
    12. Erik Brynjolfsson, 1994. "Information Assets, Technology and Organization," Management Science, INFORMS, vol. 40(12), pages 1645-1662, December.
    13. Bert Debrabander & Anders Edström, 1977. "Successful Information System Development Projects," Management Science, INFORMS, vol. 24(2), pages 191-199, October.
    14. Robert G. Fichman & Chris F. Kemerer, 1997. "The Assimilation of Software Process Innovations: An Organizational Learning Perspective," Management Science, INFORMS, vol. 43(10), pages 1345-1363, October.
    15. Jon Hartwick & Henri Barki, 1994. "Explaining the Role of User Participation in Information System Use," Management Science, INFORMS, vol. 40(4), pages 440-465, April.
    16. Kyungchul Park & Kyungsik Lee & Sungsoo Park & Heesang Lee, 2000. "Telecommunication Node Clustering with Node Compatibility and Network Survivability Requirements," Management Science, INFORMS, vol. 46(3), pages 363-374, March.
    17. Hau L. Lee & Kut C. So & Christopher S. Tang, 2000. "The Value of Information Sharing in a Two-Level Supply Chain," Management Science, INFORMS, vol. 46(5), pages 626-643, May.
    18. Uday M. Apte & Richard O. Mason, 1995. "Global Disaggregation of Information-Intensive Services," Management Science, INFORMS, vol. 41(7), pages 1250-1262, July.
    19. Srinivasan Raghunathan, 2001. "Information Sharing in a Supply Chain: A Note on its Value when Demand Is Nonstationary," Management Science, INFORMS, vol. 47(4), pages 605-610, April.
    20. James V. Hansen & Lynn J. McKell & Lester E. Heitger, 1979. "ISMS: Computer-Aided Analysis for Design of Decision-Support Systems," Management Science, INFORMS, vol. 25(11), pages 1069-1081, November.
    21. B. De Brabander & G. Thiers, 1984. "Successful Information System Development in Relation to Situational Factors Which Affect Effective Communication Between MIS-Users and EDP-Specialists," Management Science, INFORMS, vol. 30(2), pages 137-155, February.
    22. Kevin F. McCardle, 1985. "Information Acquisition and the Adoption of New Technology," Management Science, INFORMS, vol. 31(11), pages 1372-1389, November.
    23. Tridas Mukhopadhyay & Sunder Kekre, 2002. "Strategic and Operational Benefits of Electronic Integration in B2B Procurement Processes," Management Science, INFORMS, vol. 48(10), pages 1301-1313, October.
    24. Sudha Ram & Sridhar Narasimhan, 1994. "Database Allocation in a Distributed Environment: Incorporating a Concurrency Control Mechanism and Queuing Costs," Management Science, INFORMS, vol. 40(8), pages 969-983, August.
    25. Barrie R. Nault & Rajeev K. Tyagi, 2001. "Erratum: Implementable Mechanisms to Coordinate Horizontal Alliances," Management Science, INFORMS, vol. 47(10), pages 1440-1440, October.
    26. Robert W. Zmud, 1978. "Note--On the Validity of the Analytic-Heuristic Instrument Utilized in "The Minnesota Experiments"," Management Science, INFORMS, vol. 24(10), pages 1088-1090, June.
    27. Sree Nilakanta & Richard W. Scamell, 1990. "The Effect of Information Sources and Communication Channels on the diffusion of Innovation in a Data Base Development Environment," Management Science, INFORMS, vol. 36(1), pages 24-40, January.
    28. Ravi Bapna & Paulo Goes & Alok Gupta, 2003. "Analysis and Design of Business-to-Consumer Online Auctions," Management Science, INFORMS, vol. 49(1), pages 85-101, January.
    29. Maryam Alavi & John C. Henderson, 1981. "An Evolutionary Strategy for Implementing a Decision Support System," Management Science, INFORMS, vol. 27(11), pages 1309-1323, November.
    30. Ronald W. Hilton, 1981. "The Determinants of Information Value: Synthesizing Some General Results," Management Science, INFORMS, vol. 27(1), pages 57-64, January.
    31. Frank Kelly & Richard Steinberg, 2000. "A Combinatorial Auction with Multiple Winners for Universal Service," Management Science, INFORMS, vol. 46(4), pages 586-596, April.
    32. Frederick J. Riggins & Charles H. Kriebel & Tridas Mukhopadhyay, 1994. "The Growth of Interorganizational Systems in the Presence of Network Externalities," Management Science, INFORMS, vol. 40(8), pages 984-998, August.
    33. Sanjeev Dewan & Haim Mendelson, 1998. "Information Technology and Time-Based Competition in Financial Markets," Management Science, INFORMS, vol. 44(5), pages 595-609, May.
    34. William J. Doll & Gholamreza Torkzadeh, 1989. "A Discrepancy Model of End-User Computing Involvement," Management Science, INFORMS, vol. 35(10), pages 1151-1171, October.
    35. Kathleen Reavis Conner & Richard P. Rumelt, 1991. "Software Piracy: An Analysis of Protection Strategies," Management Science, INFORMS, vol. 37(2), pages 125-139, February.
    36. Marshall Scott Poole & Michael Holmes & Gerardine Desanctis, 1991. "Conflict Management in a Computer-Supported Meeting Environment," Management Science, INFORMS, vol. 37(8), pages 926-953, August.
    37. Robert Joyner & Kenneth Tunstall, 1970. "Computer Augmented Organizational Problem Solving," Management Science, INFORMS, vol. 17(4), pages 212-225, December.
    38. Sanjeev Dewan & Kenneth L. Kraemer, 2000. "Information Technology and Productivity: Evidence from Country-Level Data," Management Science, INFORMS, vol. 46(4), pages 548-562, April.
    39. Arkalgud Ramaprasad, 1987. "Cognitive Process as a Basis for MIS and DSS Design," Management Science, INFORMS, vol. 33(2), pages 139-148, February.
    40. Herbert Moskowitz & Jeffrey G. Miller, 1975. "Information and Decision Systems for Production Planning," Management Science, INFORMS, vol. 22(3), pages 359-370, November.
    41. Grossman, Sanford J & Hart, Oliver D, 1986. "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 691-719, August.
    42. Jean-Pierre Ponssard, 1976. "On the Concept of the Value of Information in Competitive Situations," Management Science, INFORMS, vol. 22(7), pages 739-747, March.
    43. Jean-Pierre Ponssard, 1975. "A Note on Information Value Theory for Experiments Defined Extensive Form," Management Science, INFORMS, vol. 22(4), pages 449-454, December.
    44. M. S. Krishnan & C. H. Kriebel & Sunder Kekre & Tridas Mukhopadhyay, 2000. "An Empirical Analysis of Productivity and Quality in Software Products," Management Science, INFORMS, vol. 46(6), pages 745-759, June.
    45. Marinus J. Bouwman, 1983. "Human Diagnostic Reasoning by Computer: An Illustration from Financial Analysis," Management Science, INFORMS, vol. 29(6), pages 653-672, June.
    46. Ian I. Mitroff & John Nelson & Richard O. Mason, 1974. "On Management Myth-Information Systems," Management Science, INFORMS, vol. 21(4), pages 371-382, December.
    47. James R. Marsden & Y. Alex Tung, 1999. "The Use of Information System Technology to Develop Tests on Insider Trading and Asymmetric Information," Management Science, INFORMS, vol. 45(8), pages 1025-1040, August.
    48. Robert Anson & Robert Bostrom & Bayard Wynne, 1995. "An Experiment Assessing Group Support System and Facilitator Effects on Meeting Outcomes," Management Science, INFORMS, vol. 41(2), pages 189-208, February.
    49. Eric K. Clemons & Bruce W. Weber, 1997. "Information Technology and Screen-Based Securities Trading: Pricing the Stock and Pricing the Trade," Management Science, INFORMS, vol. 43(12), pages 1693-1708, December.
    50. Akbar Zaheer & N. Venkatraman, 1994. "Determinants of Electronic Integration in the Insurance Industry: An Empirical Test," Management Science, INFORMS, vol. 40(5), pages 549-566, May.
    51. Thomas W. Malone, 1987. "Modeling Coordination in Organizations and Markets," Management Science, INFORMS, vol. 33(10), pages 1317-1332, October.
    52. Ralph L. Keeney, 1999. "The Value of Internet Commerce to the Customer," Management Science, INFORMS, vol. 45(4), pages 533-542, April.
    53. Eric K. Clemons & Il-Horn Hann & Lorin M. Hitt, 2002. "Price Dispersion and Differentiation in Online Travel: An Empirical Investigation," Management Science, INFORMS, vol. 48(4), pages 534-549, April.
    54. Katrina Maxwell & Luk Van Wassenhove & Soumitra Dutta, 1999. "Performance Evaluation of General and Company Specific Models in Software Development Effort Estimation," Management Science, INFORMS, vol. 45(6), pages 787-803, June.
    55. Erik Brynjolfsson & Chris F. Kemerer, 1996. "Network Externalities in Microcomputer Software: An Econometric Analysis of the Spreadsheet Market," Management Science, INFORMS, vol. 42(12), pages 1627-1647, December.
    56. Sridhar Balasubramanian & Prabhudev Konana & Nirup M. Menon, 2003. "Customer Satisfaction in Virtual Environments: A Study of Online Investing," Management Science, INFORMS, vol. 49(7), pages 871-889, July.
    57. Robert H. Doktor & William F. Hamilton, 1973. "Cognitive Style and the Acceptance of Management Science Recommendations," Management Science, INFORMS, vol. 19(8), pages 884-894, April.
    58. Charles H. Kriebel, 1969. "Information Processing and Programmed Decision Systems," Management Science, INFORMS, vol. 16(3), pages 149-164, November.
    59. Haim Mendelson, 2000. "Organizational Architecture and Success in the Information Technology Industry," Management Science, INFORMS, vol. 46(4), pages 513-529, April.
    60. Mark C. Anderson & Rajiv D. Banker & Sury Ravindran, 2000. "Executive Compensation in the Information Technology Industry," Management Science, INFORMS, vol. 46(4), pages 530-547, April.
    61. John I. S. Hsu, 1968. "An Empirical Study of Computer Maintenance Policies," Management Science, INFORMS, vol. 15(4), pages 180-195, December.
    62. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    63. Erik Brynjolfsson & Michael D. Smith, 2000. "Frictionless Commerce? A Comparison of Internet and Conventional Retailers," Management Science, INFORMS, vol. 46(4), pages 563-585, April.
    64. repec:inm:ormnsc:v:47:y:2001:i:12:p:1727-1732(2 is not listed on IDEAS
    65. Vijay Sethi & William R. King, 1994. "Development of Measures to Assess the Extent to Which an Information Technology Application Provides Competitive Advantage," Management Science, INFORMS, vol. 40(12), pages 1601-1627, December.
    66. George P. Huber, 1983. "Cognitive Style as a Basis for MIS and DSS Designs: Much ADO About Nothing?," Management Science, INFORMS, vol. 29(5), pages 567-579, May.
    67. M. Harris & C. H. Kriebel & A. Raviv, 1982. "Asymmetric Information, Incentives and Intrafirm Resource Allocation," Management Science, INFORMS, vol. 28(6), pages 604-620, June.
    68. Anandhi S. Bharadwaj & Sundar G. Bharadwaj & Benn R. Konsynski, 1999. "Information Technology Effects on Firm Performance as Measured by Tobin's q," Management Science, INFORMS, vol. 45(7), pages 1008-1024, July.
    69. Henry C. Lucas, Jr., 1975. "Performance and the Use of an Information System," Management Science, INFORMS, vol. 21(8), pages 908-919, April.
    70. Yannis Bakos & Erik Brynjolfsson, 1999. "Bundling Information Goods: Pricing, Profits, and Efficiency," Management Science, INFORMS, vol. 45(12), pages 1613-1630, December.
    71. Richard L. Daft & Robert H. Lengel, 1986. "Organizational Information Requirements, Media Richness and Structural Design," Management Science, INFORMS, vol. 32(5), pages 554-571, May.
    72. Donald E. Harter & Sandra A. Slaughter, 2003. "Quality Improvement and Infrastructure Activity Costs in Software Development: A Longitudinal Analysis," Management Science, INFORMS, vol. 49(6), pages 784-800, June.
    73. Lode Li, 2002. "Information Sharing in a Supply Chain with Horizontal Competition," Management Science, INFORMS, vol. 48(9), pages 1196-1212, September.
    74. Edward J. Lusk & Michael Kersnick, 1979. "The Effect of Cognitive Style and Report Format on Task Performance: The MIS Design Consequences," Management Science, INFORMS, vol. 25(8), pages 787-798, August.
    75. William F. Hamilton & Michael A. Moses, 1974. "A Computer-Based Corporate Planning System," Management Science, INFORMS, vol. 21(2), pages 148-159, October.
    76. Nancy Paule Melone, 1990. "A Theoretical Assessment of the User-Satisfaction Construct in Information Systems Research," Management Science, INFORMS, vol. 36(1), pages 76-91, January.
    77. Kannan Srinivasan & Sundar Kekre & Tridas Mukhopadhyay, 1994. "Impact of Electronic Data Interchange Technology on JIT Shipments," Management Science, INFORMS, vol. 40(10), pages 1291-1304, October.
    78. Barrie R. Nault, 1998. "Information Technology and Organization Design: Locating Decisions and Information," Management Science, INFORMS, vol. 44(10), pages 1321-1335, October.
    79. Mary J. Culnan, 1986. "The Intellectual Development of Management Information Systems, 1972--1982: A Co-Citation Analysis," Management Science, INFORMS, vol. 32(2), pages 156-172, February.
    80. Robert Garfinkel & Ram Gopal & Paulo Goes, 2002. "Privacy Protection of Binary Confidential Data Against Deterministic, Stochastic, and Insider Threat," Management Science, INFORMS, vol. 48(6), pages 749-764, June.
    81. Thomas W. Malone & Kevin Crowston & Jintae Lee & Brian Pentland & Chrysanthos Dellarocas & George Wyner & John Quimby & Charles S. Osborn & Abraham Bernstein & George Herman & Mark Klein & Elissa O'Do, 1999. "Tools for Inventing Organizations: Toward a Handbook of Organizational Processes," Management Science, INFORMS, vol. 45(3), pages 425-443, March.
    82. Eric von Hippel, 1994. ""Sticky Information" and the Locus of Problem Solving: Implications for Innovation," Management Science, INFORMS, vol. 40(4), pages 429-439, April.
    83. Rajiv D. Banker & Gordon B. Davis & Sandra A. Slaughter, 1998. "Software Development Practices, Software Complexity, and Software Maintenance Performance: A Field Study," Management Science, INFORMS, vol. 44(4), pages 433-450, April.
    84. Henry C. Lucas, Jr. & Norman R. Nielsen, 1980. "The Impact of the Mode of Information Presentation on Learning and Performance," Management Science, INFORMS, vol. 26(10), pages 982-993, October.
    85. Riyaz Sikora & Michael J. Shaw, 1998. "A Multi-Agent Framework for the Coordination and Integration of Information Systems," Management Science, INFORMS, vol. 44(11-Part-2), pages 65-78, November.
    86. Rajiv D. Banker & Sandra A. Slaughter, 1997. "A Field Study of Scale Economies in Software Maintenance," Management Science, INFORMS, vol. 43(12), pages 1709-1725, December.
    87. Bernadette Szajna, 1996. "Empirical Evaluation of the Revised Technology Acceptance Model," Management Science, INFORMS, vol. 42(1), pages 85-92, January.
    88. M. Lynne Markus & Daniel Robey, 1988. "Information Technology and Organizational Change: Causal Structure in Theory and Research," Management Science, INFORMS, vol. 34(5), pages 583-598, May.
    89. Kenneth R. MacCrimmon, 1974. "Descriptive Aspects of Team Theory: Observation, Communication and Decision Heuristics in Information Systems," Management Science, INFORMS, vol. 20(10), pages 1323-1334, June.
    90. A. M. Geoffrion & J. S. Dyer & A. Feinberg, 1972. "An Interactive Approach for Multi-Criterion Optimization, with an Application to the Operation of an Academic Department," Management Science, INFORMS, vol. 19(4-Part-1), pages 357-368, December.
    91. Donald E. Harter & Mayuram S. Krishnan & Sandra A. Slaughter, 2000. "Effects of Process Maturity on Quality, Cycle Time, and Effort in Software Product Development," Management Science, INFORMS, vol. 46(4), pages 451-466, April.
    92. John S. Coleman, 1956. "Computers as Tools for Management," Management Science, INFORMS, vol. 2(2), pages 107-113, January.
    93. Richard F. Ericson, 1969. "The Impact of Cybernetic Information Technology on Management Value Systems," Management Science, INFORMS, vol. 16(2), pages 40-60, October.
    94. E. Burton Swanson, 1994. "Information Systems Innovation Among Organizations," Management Science, INFORMS, vol. 40(9), pages 1069-1092, September.
    95. Donald Ballou & Richard Wang & Harold Pazer & Giri Kumar Tayi, 1998. "Modeling Information Manufacturing Systems to Determine Information Product Quality," Management Science, INFORMS, vol. 44(4), pages 462-484, April.
    96. Ramesh Sharda & Steve H. Barr & James C. McDonnell, 1988. "Decision Support System Effectiveness: A Review and an Empirical Test," Management Science, INFORMS, vol. 34(2), pages 139-159, February.
    97. Hon-Shiang Lau & Marilyn G. Kletke, 1994. "A Decision Support Software on Bidding for Job Interviews in College Placement Offices," Management Science, INFORMS, vol. 40(7), pages 842-845, July.
    98. A. Charnes & W. W. Cooper & E. Rhodes, 1981. "Evaluating Program and Managerial Efficiency: An Application of Data Envelopment Analysis to Program Follow Through," Management Science, INFORMS, vol. 27(6), pages 668-697, June.
    99. James E. Bailey & Sammy W. Pearson, 1983. "Development of a Tool for Measuring and Analyzing Computer User Satisfaction," Management Science, INFORMS, vol. 29(5), pages 530-545, May.
    100. William M. Zani, 1970. "Real-Time Information Systems: A Comparative Economic Analysis," Management Science, INFORMS, vol. 16(6), pages 350-355, February.
    101. Michael J. Ginzberg, 1981. "Early Diagnosis of MIS Implementation Failure: Promising Results and Unanswered Questions," Management Science, INFORMS, vol. 27(4), pages 459-478, April.
    102. V. Srinivasan Rao & Sirkka L. Jarvenpaa, 1991. "Computer Support of Groups: Theory-Based Models for GDSS Research," Management Science, INFORMS, vol. 37(10), pages 1347-1362, October.
    103. Sarv Devaraj & Rajiv Kohli, 2003. "Performance Impacts of Information Technology: Is Actual Usage the Missing Link?," Management Science, INFORMS, vol. 49(3), pages 273-289, March.
    104. Vijay Gurbaxani & Kenneth Kraemer & Nicholas Vitalari, 1997. "Note: An Economic Analysis of IS Budgets," Management Science, INFORMS, vol. 43(12), pages 1745-1755, December.
    105. Bela Gold, 1964. "Economic Effects of Technological Innovations," Management Science, INFORMS, vol. 11(1), pages 105-134, September.
    106. Daniel Robey & Dana Farrow, 1982. "User Involvement in Information System Development: A Conflict Model and Empirical Test," Management Science, INFORMS, vol. 28(1), pages 73-85, January.
    107. Robert W. Zmud, 1982. "Diffusion of Modern Software Practices: Influence of Centralization and Formalization," Management Science, INFORMS, vol. 28(12), pages 1421-1431, December.
    108. Sulin Ba & Jan Stallaert & Andrew B. Whinston, 2001. "Optimal Investment in Knowledge Within a Firm Using a Market Mechanism," Management Science, INFORMS, vol. 47(9), pages 1203-1219, September.
    109. William Remus, 1984. "An Empirical Investigation of the Impact of Graphical and Tabular Data Presentations on Decision Making," Management Science, INFORMS, vol. 30(5), pages 533-542, May.
    110. Gérard P. Cachon & Marshall Fisher, 2000. "Supply Chain Inventory Management and the Value of Shared Information," Management Science, INFORMS, vol. 46(8), pages 1032-1048, August.
    111. Jonathan F. Bard & Wassim A. Bejjani, 1991. "Designing Telecommunications Networks for the Reseller Market," Management Science, INFORMS, vol. 37(9), pages 1125-1146, September.
    112. Jeffrey Parsons, 1996. "An Information Model Based on Classification Theory," Management Science, INFORMS, vol. 42(10), pages 1437-1453, October.
    113. Richard O. Mason & Ian I. Mitroff, 1973. "A Program for Research on Management Information Systems," Management Science, INFORMS, vol. 19(5), pages 475-487, January.
    114. J. Christopher Westland, 1992. "Congestion and Network Externalities in the Short Run Pricing of Information System Services," Management Science, INFORMS, vol. 38(7), pages 992-1009, July.
    115. Laurie J. Kirsch & V. Sambamurthy & Dong-Gil Ko & Russell L. Purvis, 2002. "Controlling Information Systems Development Projects: The View from the Client," Management Science, INFORMS, vol. 48(4), pages 484-498, April.
    116. Gregory P. Prastacos & Eric Brodheim, 1980. "PBDS: A Decision Support System for Regional Blood Management," Management Science, INFORMS, vol. 26(5), pages 451-463, May.
    117. Cheryl Gaimon, 1997. "Planning Information Technology--Knowledge Worker Systems," Management Science, INFORMS, vol. 43(9), pages 1308-1328, September.
    118. Martha Grabowski & William A. Wallace, 1993. "An Expert System for Maritime Pilots: Its Design and Assessment Using Gaming," Management Science, INFORMS, vol. 39(12), pages 1506-1520, December.
    119. Randolph B. Cooper & Robert W. Zmud, 1990. "Information Technology Implementation Research: A Technological Diffusion Approach," Management Science, INFORMS, vol. 36(2), pages 123-139, February.
    120. Hau L. Lee & V. Padmanabhan & Seungjin Whang, 1997. "Information Distortion in a Supply Chain: The Bullwhip Effect," Management Science, INFORMS, vol. 43(4), pages 546-558, April.
    121. Arvind Rangaswamy & G. Richard Shell, 1997. "Using Computers to Realize Joint Gains in Negotiations: Toward an "Electronic Bargaining Table"," Management Science, INFORMS, vol. 43(8), pages 1147-1163, August.
    122. William R. King & David I. Cleland, 1975. "The Design of Management Information Systems an Information Analysis Approach," Management Science, INFORMS, vol. 22(3), pages 286-297, November.
    123. Earle Steinberg & H. Albert Napier, 1980. "Optimal Multi-Level Lot Sizing for Requirements Planning Systems," Management Science, INFORMS, vol. 26(12), pages 1258-1271, December.
    124. R. C. Raymond, 1966. "Use of the Time-Sharing Computer in Business Planning and Budgeting," Management Science, INFORMS, vol. 12(8), pages 363-381, April.
    125. Sanjeev Dewan & Haim Mendelson, 2001. "Information Technology and Trader Competition in Financial Markets: Endogenous Liquidity," Management Science, INFORMS, vol. 47(12), pages 1581-1587, December.
    126. Daniel Robey, 1983. "Cognitive Style and DSS Design: A Comment on Huber's Paper," Management Science, INFORMS, vol. 29(5), pages 580-582, May.
    127. Rajiv D. Banker & Srikant M. Datar & Chris F. Kemerer, 1991. "A Model to Evaluate Variables Impacting the Productivity of Software Maintenance Projects," Management Science, INFORMS, vol. 37(1), pages 1-18, January.
    128. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    129. Charles H. Kriebei & Artur Raviv, 1980. "An Economics Approach to Modeling the Productivity of Computer Systems," Management Science, INFORMS, vol. 26(3), pages 297-311, March.
    130. J. Yannis Bakos, 1997. "Reducing Buyer Search Costs: Implications for Electronic Marketplaces," Management Science, INFORMS, vol. 43(12), pages 1676-1692, December.
    131. Jack R. Buchanan & Richard D. Fennell, 1981. "Model-Directed Information Systems for Management of the Federal Courts," Management Science, INFORMS, vol. 27(8), pages 887-903, August.
    132. David B. Hertz, 1965. "Electronics in Management," Management Science, INFORMS, vol. 11(4), pages 59-68, February.
    133. Allen C. Miller, 1975. "The Value of Sequential Information," Management Science, INFORMS, vol. 22(1), pages 1-11, September.
    134. Russell L. Ackoff, 1967. "Management Misinformation Systems," Management Science, INFORMS, vol. 14(4), pages 147-156, December.
    135. Seungjin Whang, 1992. "Contracting for Software Development," Management Science, INFORMS, vol. 38(3), pages 307-324, March.
    136. Erik Brynjolfsson & Thomas W. Malone & Vijay Gurbaxani & Ajit Kambil, 1994. "Does Information Technology Lead to Smaller Firms?," Management Science, INFORMS, vol. 40(12), pages 1628-1644, December.
    137. John W. Mamer & Kevin F. McCardle, 1987. "Uncertainty, Competition, and the Adoption of New Technology," Management Science, INFORMS, vol. 33(2), pages 161-177, February.
    138. Barrie R. Nault & Rajeev K. Tyagi, 2001. "Implementable Mechanisms to Coordinate Horizontal Alliances," Management Science, INFORMS, vol. 47(6), pages 787-799, June.
    139. Norman L. Chervany & Gary W. Dickson, 1978. "Note--On the Validity of the Analytic-Heuristic Instrument Utilized in "The Minnesota Experiments": A Reply," Management Science, INFORMS, vol. 24(10), pages 1091-1092, June.
    140. Amit Basu & Robert W. Blanning, 1998. "The Analysis of Assumptions in Model Bases Using Metagraphs," Management Science, INFORMS, vol. 44(7), pages 982-995, July.
    141. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    142. Samer Faraj & Lee Sproull, 2000. "Coordinating Expertise in Software Development Teams," Management Science, INFORMS, vol. 46(12), pages 1554-1568, December.
    143. Maryellen R. Kelley, 1994. "Productivity and Information Technology: The Elusive Connection," Management Science, INFORMS, vol. 40(11), pages 1406-1425, November.
    144. Christoph H. Loch & Bernardo A. Huberman, 1999. "A Punctuated-Equilibrium Model of Technology Diffusion," Management Science, INFORMS, vol. 45(2), pages 160-177, February.
    145. Andrew Vazsonyi, 1965. "Automated Information Systems in Planning, Control and Command," Management Science, INFORMS, vol. 11(4), pages 2-41, February.
    146. John A. Postley, 1957. "Large Data-Handling Equipment as a Commercial Tool," Management Science, INFORMS, vol. 4(1), pages 92-98, October.
    147. Srinagesh Gavirneni & Roman Kapuscinski & Sridhar Tayur, 1999. "Value of Information in Capacitated Supply Chains," Management Science, INFORMS, vol. 45(1), pages 16-24, January.
    148. Jim Hann & Ron Weber, 1996. "Information Systems Planning: A Model and Empirical Tests," Management Science, INFORMS, vol. 42(7), pages 1043-1064, July.
    149. Sanjay Jain & P. K. Kannan, 2002. "Pricing of Information Products on Online Servers: Issues, Models, and Analysis," Management Science, INFORMS, vol. 48(9), pages 1123-1142, September.
    150. Erik Brynjolfsson & Lorin Hitt, 1996. "Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending," Management Science, INFORMS, vol. 42(4), pages 541-558, April.
    151. R. E. Kalaba & M. L. Juncosa, 1956. "Optimal Design and Utilization of Communication Networks," Management Science, INFORMS, vol. 3(1), pages 33-44, October.
    152. Arundhati Kumar & Peng Si Ow & Michael J. Prietula, 1993. "Organizational Simulation and Information Systems Design: An Operations Level Example," Management Science, INFORMS, vol. 39(2), pages 218-240, February.
    153. Chris Argyris, 1971. "Management Information Systems: The Challenge to Rationality and Emotionality," Management Science, INFORMS, vol. 17(6), pages 275-292, February.
    154. Tridas Mukhopadhyay & Surendra Rajiv & Kannan Srinivasan, 1997. "Information Technology Impact on Process Output and Quality," Management Science, INFORMS, vol. 43(12), pages 1645-1659, December.
    155. Akbar Zaheer & Srilata Zaheer, 1997. "Catching the Wave: Alertness, Responsiveness, and Market Influence in Global Electronic Networks," Management Science, INFORMS, vol. 43(11), pages 1493-1509, November.
    156. E. Burton Swanson, 1974. "Management Information Systems: Appreciation and Involvement," Management Science, INFORMS, vol. 21(2), pages 178-188, October.
    157. Eduardo S. Schwartz & Carlos Zozaya-Gorostiza, 2003. "Investment Under Uncertainty in Information Technology: Acquisition and Development Projects," Management Science, INFORMS, vol. 49(1), pages 57-70, January.
    158. Jinhong Xie & Marvin Sirbu, 1995. "Price Competition and Compatibility in the Presence of Positive Demand Externalities," Management Science, INFORMS, vol. 41(5), pages 909-926, May.
    159. Selwyn Piramuthu & Harish Ragavan & Michael J. Shaw, 1998. "Using Feature Construction to Improve the Performance of Neural Networks," Management Science, INFORMS, vol. 44(3), pages 416-430, March.
    160. Gerardine DeSanctis & R. Brent Gallupe, 1987. "A Foundation for the Study of Group Decision Support Systems," Management Science, INFORMS, vol. 33(5), pages 589-609, May.
    161. Richard J. Boland, Jr., 1978. "The Process and Product of System Design," Management Science, INFORMS, vol. 24(9), pages 887-898, May.
    162. Norman L. Chervany & Gary W. Dickson, 1974. "An Experimental Evaluation of Information Overload in a Production Environment," Management Science, INFORMS, vol. 20(10), pages 1335-1344, June.
    163. Eric T. G. Wang & Abraham Seidmann, 1995. "Electronic Data Interchange: Competitive Externalities and Strategic Implementation Policies," Management Science, INFORMS, vol. 41(3), pages 401-418, March.
    164. Robert C. Blattberg & Stephen J. Hoch, 1990. "Database Models and Managerial Intuition: 50% Model + 50% Manager," Management Science, INFORMS, vol. 36(8), pages 887-899, August.
    165. Sanjeev Dewan & Chung-ki Min, 1997. "The Substitution of Information Technology for Other Factors of Production: A Firm Level Analysis," Management Science, INFORMS, vol. 43(12), pages 1660-1675, December.
    166. Hau Lee & Seungjin Whang, 2002. "The Impact of the Secondary Market on the Supply Chain," Management Science, INFORMS, vol. 48(6), pages 719-731, June.
    167. M. S. Krishnan & Venkatram Ramaswamy & Mary C. Meyer & Paul Damien, 1999. "Customer Satisfaction for Financial Services: The Role of Products, Services, and Information Technology," Management Science, INFORMS, vol. 45(9), pages 1194-1209, September.
    168. Rajiv Dewan & Marshall Freimer & Abraham Seidmann, 2000. "Organizing Distribution Channels for Information Goods on the Internet," Management Science, INFORMS, vol. 46(4), pages 483-495, April.
    169. Hau L. Lee & V. Padmanabhan & Terry A. Taylor & Seungjin Whang, 2000. "Price Protection in the Personal Computer Industry," Management Science, INFORMS, vol. 46(4), pages 467-482, April.
    170. Gary W. Dickson & James A. Senn & Norman L. Chervany, 1977. "Research in Management Information Systems: The Minnesota Experiments," Management Science, INFORMS, vol. 23(9), pages 913-934, May.
    171. James R. Jackson, 1956. "A Computing Procedure for a Line Balancing Problem," Management Science, INFORMS, vol. 2(3), pages 261-271, April.
    172. J. F. Nunamaker, Jr. & Alan R. Dennis & Joseph S. Valacich & Douglas R. Vogel, 1991. "Information Technology for Negotiating Groups: Generating Options for Mutual Gain," Management Science, INFORMS, vol. 37(10), pages 1325-1346, October.
    173. William F. Messier, Jr. & James V. Hansen, 1988. "Inducing Rules for Expert System Development: An Example Using Default and Bankruptcy Data," Management Science, INFORMS, vol. 34(12), pages 1403-1415, December.
    174. Dale L. Goodhue, 1995. "Understanding User Evaluations of Information Systems," Management Science, INFORMS, vol. 41(12), pages 1827-1844, December.
    175. Aharon G. Beged-Dov, 1967. "An Overview of Management Science and Information Systems," Management Science, INFORMS, vol. 13(12), pages 817-831, August.
    176. Phillip Ein-Dor & Eli Segev, 1978. "Strategic Planning for Management Information Systems," Management Science, INFORMS, vol. 24(15), pages 1631-1641, November.
    177. Lorin M. Hitt & Frances X. Frei, 2002. "Do Better Customers Utilize Electronic Distribution Channels? The Case of PC Banking," Management Science, INFORMS, vol. 48(6), pages 732-748, June.
    178. F. Randles, 1983. "On the Diffusion of Computer Terminals in an Established Engineering Environment," Management Science, INFORMS, vol. 29(4), pages 465-476, April.
    179. Rajiv D. Banker, 1993. "Maximum Likelihood, Consistency and Data Envelopment Analysis: A Statistical Foundation," Management Science, INFORMS, vol. 39(10), pages 1265-1273, October.
    Full references (including those not matched with items on IDEAS)

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    1. Ata Atay & Ana Mauleon & Vincent Vannetelbosch, 2022. "Limited Farsightedness in Priority-Based Matching," Papers 2212.07427, arXiv.org.
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    3. Erastus Karanja & Aditya Sharma & Ibrahim Salama, 2020. "What does MIS survey research reveal about diversity and representativeness in the MIS field? A content analysis approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(3), pages 1583-1628, March.
    4. Thomas F. Burgess & Paul Grimshaw & Nicky E. Shaw, 2017. "Research Commentary—Diversity of the Information Systems Research Field: A Journal Governance Perspective," Information Systems Research, INFORMS, vol. 28(1), pages 5-21, March.
    5. Martin Bichler & Alexander Hammerl & Thayer Morrill & Stefan Waldherr, 2021. "How to Assign Scarce Resources Without Money: Designing Information Systems that are Efficient, Truthful, and (Pretty) Fair," Information Systems Research, INFORMS, vol. 32(2), pages 335-355, June.
    6. de Brito, Marisa P. & van der Laan, Erwin A., 2009. "Inventory control with product returns: The impact of imperfect information," European Journal of Operational Research, Elsevier, vol. 194(1), pages 85-101, April.
    7. Hau L. Lee & V. Padmanabhan & Seungjin Whang, 2004. "Comments on "Information Distortion in a Supply Chain: The Bullwhip Effect"," Management Science, INFORMS, vol. 50(12_supple), pages 1887-1893, December.
    8. Sunday Adekunle Aduloju, 2014. "Information Technology Managerial Capabilities and Customer Service Performance Among Insurance Firms in Nigeria," SAGE Open, , vol. 4(4), pages 21582440145, December.
    9. Marco Savastano & Carlo Amendola & Francesco Bellini & Fabrizio D’Ascenzo, 2019. "Contextual Impacts on Industrial Processes Brought by the Digital Transformation of Manufacturing: A Systematic Review," Sustainability, MDPI, vol. 11(3), pages 1-38, February.
    10. Lampe, Hannes W. & Hilgers, Dennis, 2015. "Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA," European Journal of Operational Research, Elsevier, vol. 240(1), pages 1-21.
    11. Paul Karaenke & Martin Bichler & Stefan Minner, 2019. "Coordination Is Hard: Electronic Auction Mechanisms for Increased Efficiency in Transportation Logistics," Management Science, INFORMS, vol. 65(12), pages 5884-5900, December.
    12. Hilal Atasoy & Emre M. Demirezen & Pei‐Yu Chen, 2021. "Impacts of Patient Characteristics and Care Fragmentation on the Value of HIEs," Production and Operations Management, Production and Operations Management Society, vol. 30(2), pages 563-583, February.
    13. Atanu Lahiri & Abraham Seidmann, 2012. "Information Hang-overs in Healthcare Service Systems," Manufacturing & Service Operations Management, INFORMS, vol. 14(4), pages 634-653, October.
    14. Arnaud Riviere & Rémi Mencarelli & Bertrand Belvaux & Jessie Pallud, 2016. "Channel proliferation and perceived value of the digital offer in the newspaper industry: a complementary effect? [Multiplication des canaux et valeur perçue de l’offre digitale dans la presse écri," Post-Print hal-01591784, HAL.
    15. Guodong (Gordon) Gao & Lorin M. Hitt, 2012. "Information Technology and Trademarks: Implications for Product Variety," Management Science, INFORMS, vol. 58(6), pages 1211-1226, June.
    16. Tobias Scheffel & Alexander Pikovsky & Martin Bichler & Kemal Guler, 2011. "An Experimental Comparison of Linear and Nonlinear Price Combinatorial Auctions," Information Systems Research, INFORMS, vol. 22(2), pages 346-368, June.
    17. Benjamin Mueller & Nils Urbach, 2021. "Understanding strategy assessment in IS management," Information Systems and e-Business Management, Springer, vol. 19(4), pages 1245-1273, December.
    18. Ujwal Kayande & Arnaud De Bruyn & Gary L. Lilien & Arvind Rangaswamy & Gerrit H. van Bruggen, 2009. "How Incorporating Feedback Mechanisms in a DSS Affects DSS Evaluations," Information Systems Research, INFORMS, vol. 20(4), pages 527-546, December.
    19. Kasing Man & Junbo Wang & Chunchi Wu, 2013. "Price Discovery in the U.S. Treasury Market: Automation vs. Intermediation," Management Science, INFORMS, vol. 59(3), pages 695-714, September.
    20. Chandrashekaran, Murali & Grewal, Rajdeep & Mehta, Raj, 2010. "Estimating Contagion on the Internet: Evidence from the Diffusion of Digital/Information Products," Journal of Interactive Marketing, Elsevier, vol. 24(1), pages 1-13.
    21. Sundar Bharadwaj & Anandhi Bharadwaj & Elliot Bendoly, 2007. "The Performance Effects of Complementarities Between Information Systems, Marketing, Manufacturing, and Supply Chain Processes," Information Systems Research, INFORMS, vol. 18(4), pages 437-453, December.
    22. Alfred Benedikt Brendel & Friedrich Chasin & Milad Mirbabaie & Dennis M. Riehle & Christine Harnischmacher, 2022. "Review of Design-Oriented Green Information Systems Research," Sustainability, MDPI, vol. 14(8), pages 1-33, April.
    23. Abdel-Rahim, Heba Y. & Stevens, Douglas E., 2018. "Information system precision and honesty in managerial reporting: A re-examination of information asymmetry effects," Accounting, Organizations and Society, Elsevier, vol. 64(C), pages 31-43.

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