Managerial learning: a neglected dimension in decision support systems

Past research on decision support systems has focused on numerous functional capabilities and decision outcomes. The findings of this stream of research are contradictory and the empirical evidence supporting competing viewpoints is overwhelming. A plausible explanation of these equivocal results is that most studies have been poorly grounded in theory and overlooked important characteristics of the decision process. In particular, improvements in a manager's information-processing capabilities have been acknowledged conceptually, but treated only in passing. This paper draws on cognitive perspectives on individual learning and develops a theoretical approach to address the unexplored question of how the use of a decision support system contributes to refine a manager's mental models of the business environment and improve the effectiveness of decision making. Implications of the proposed framework and future research directions are discussed.<<ETX>>

[1]  J. Piaget The construction of reality in the child , 1954 .

[2]  Charles K. Warriner,et al.  Organizations and their environments : essays in the sociology of organizations , 1985 .

[3]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[4]  James P. Walsh,et al.  Selectivity and selective perception: An investigation of managers''belief structures and informatio , 1988 .

[5]  G. Huber Organizational Learning: The Contributing Processes and the Literatures , 1991 .

[6]  Henk Sol,et al.  Proceedings of the 54th Hawaii International Conference on System Sciences , 1997, HICSS 2015.

[7]  C. Argyris Organizational learning and management information systems , 1982, DATB.

[8]  Charles R. Schwenk THE COGNITIVE PERSPECTIVE ON STRATEGIC DECISION MAKING , 1988 .

[9]  Charles R. Schwenk Cognitive simplification processes in strategic decision‐making , 1984 .

[10]  Ronald W. Chorba,et al.  INFORMATION SUPPORT FOR DECISION‐MAKER LEARNING IN A COMPETITIVE ENVIRONMENT: AN EXPERIMENTAL STUDY , 1980 .

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

[12]  H. P. Sims,et al.  The thinking organization , 1986 .

[13]  A. Newell Unified Theories of Cognition , 1990 .

[14]  Ralph H. Sprague,et al.  Invited Article: A Framework for the Development of Decisoin Support Systems , 1980, MIS Q..

[15]  P. Attewell Technology Diffusion and Organizational Learning: The Case of Business Computing , 1992 .

[16]  John F. Rockart,et al.  Executive Support Systems: The Emergence of Top Management Computer Use , 1988 .

[17]  J. Greeno,et al.  Natures of problem-solving abilities. , 1978 .

[18]  R. Osborn,et al.  Handbook of Organizational Design. Vol. 1: Adapting Organizations to Their Environments. , 1982 .

[19]  Ramesh Sharda,et al.  Decision support system effectiveness: a review and an empirical test , 1988 .

[20]  John L. Bennett,et al.  Building Decision Support Systems , 1983 .

[21]  D. Leidner,et al.  The Impact of Executive Information Systems on Organizational Design, Intelligence, and Decision Making , 1995 .

[22]  P. Johnson-Laird Mental models , 1989 .

[23]  Peter G. W. Keen,et al.  Decision support systems : an organizational perspective , 1978 .

[24]  Ralph H. Sprague,et al.  Building Effective Decision Support Systems , 1982 .

[25]  Daniel A. Levinthal,et al.  ABSORPTIVE CAPACITY: A NEW PERSPECTIVE ON LEARNING AND INNOVATION , 1990 .

[26]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[27]  D. Kolb Experiential Learning: Experience as the Source of Learning and Development , 1983 .

[28]  R. Zmud INDIVIDUAL DIFFERENCES AND MIS SUCCESS: A REVIEW OF THE EMPIRICAL LITERATURE* , 1979 .

[29]  Daniel H. Kim The Link between individual and organizational learning , 1997 .

[30]  H. Albert Napier,et al.  An experiment in applying the adaptive design approach to DSS development , 1984, Inf. Manag..

[31]  Seymour Papert,et al.  Mindstorms: Children, Computers, and Powerful Ideas , 1981 .

[32]  Allen Newell,et al.  The logic theory machine-A complex information processing system , 1956, IRE Trans. Inf. Theory.

[33]  Martin D. Goslar,et al.  Decision support systems: an empirical assessment for decision making , 1986 .

[34]  Betty Mary Vandenbosch Executive Support System Impact Viewed From A Learning Perspective , 1993 .

[35]  Izak Benbasat,et al.  An evaluation of empirical research in managerial support systems , 1990, Decis. Support Syst..

[36]  M. Lynn Hawaii International Conference on System Sciences , 1996 .

[37]  P. Keen Value Analysis: Justifying Decision Support Systems , 1993 .

[38]  Ralph H. Sprague,et al.  A Framework for the Development of Decision Support Systems , 1993 .

[39]  Charles C. Manz,et al.  Linking Cognition and Behavior: A Script Processing Interpretation of Vicarious Learning , 1985 .

[40]  B. Hedberg How Organizations Learn and Unlearn , 1981 .

[41]  Henry Mintzberg The Nature of Managerial Work , 1974, Operational Research Quarterly (1970-1977).

[42]  Steven L. Alter,et al.  Decision support systems : current practice and continuing challenges , 1980 .

[43]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[44]  James F. Courtney,et al.  A Field Study of Organizational Factors Influencing DSS Success , 1985, MIS Q..

[45]  Tor Guimaraes,et al.  The Determinants of DSS Success: An Integrated Model* , 1992 .

[46]  Jay R. Galbraith Designing Complex Organizations , 1973 .

[47]  Godwin J. Udo Rethinking the effectiveness measures of decision support systems , 1992, Inf. Manag..

[48]  R. Case,et al.  Operational efficiency and the growth of short-term memory span , 1982 .

[49]  Joyce J. Elam,et al.  Can Software Influence Creativity? , 1990, Inf. Syst. Res..

[50]  Charles R. Schwenk LINKING COGNITIVE, ORGANIZATIONAL AND POLITICAL FACTORS IN EXPLAINING STRATEGIC CHANGE , 1989 .

[51]  W.A.G. Braddick How Top Management Learn , 1987 .

[52]  Maryam Alavi,et al.  Revisiting DSS Implementation Research: A Meta-Analysis of the Literature and Suggestions for Researchers , 1992, MIS Q..

[53]  Herbert A. Simon,et al.  Information-Processing Theory of Human Problem Solving , 1978 .

[54]  Lynn Hasher,et al.  Is memory schematic , 1983 .

[55]  D. Norman Learning and Memory , 1982 .

[56]  J. Piaget The Grasp of Consciousness: Action and Concept in the Young Child , 1976 .

[57]  Ann L. Brown Learning, remembering, and understanding , 1982 .

[58]  Izak Benbasat,et al.  An Experimental Investigation of the Impact of Computer Based Decision Aids on Decision Making Strategies , 1991, Inf. Syst. Res..

[59]  P. Barr,et al.  Cognitive change, strategic action and organizational renewal , 1993 .

[60]  D. Hambrick,et al.  Upper Echelons: The Organization as a Reflection of Its Top Managers , 1984 .

[61]  J. March Ambiguity and accounting: The elusive link between information and decision making☆ , 1987 .

[62]  E. Sue Weber,et al.  Systems to Think With: A Response to "A Vision for Decision Support Systems" , 1986, J. Manag. Inf. Syst..