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Improving Decision Making by Means of a Marketing Decision Support System

Author

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  • Gerrit H. van Bruggen

    (Rotterdam School of Management, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands)

  • Ale Smidts

    (Rotterdam School of Management, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands)

  • Berend Wierenga

    (Rotterdam School of Management, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands)

Abstract

Marketing decision makers are confronted with an increasing amount of information. This leads to a complex decision environment that may cause decision makers to lapse into using mental-effort-reducing heuristics such as anchoring and adjustment. In an experimental study, we find that the use of a marketing decision support system (MDSS) increases the effectiveness of marketing decision makers. An MDSS is effective because it assists its users in identifying the important decision variables and, subsequently, making better decisions based on those variables. Decision makers using an MDSS are also less susceptible to applying the anchoring and adjustment heuristic and, therefore, show more variation in their decisions in a dynamic environment. Low-analytical decision makers and decision makers operating under low time pressure especially benefit from using an MDSS.

Suggested Citation

  • Gerrit H. van Bruggen & Ale Smidts & Berend Wierenga, 1998. "Improving Decision Making by Means of a Marketing Decision Support System," Management Science, INFORMS, vol. 44(5), pages 645-658, May.
    • Handle: RePEc:inm:ormnsc:v:44:y:1998:i:5:p:645-658
    DOI: 10.1287/mnsc.44.5.645
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    as
    1. 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.
    2. Benbasat, I & Dexter, As, 1982. "Individual-Differences In The Use Of Decision Support Aids," Journal of Accounting Research, Wiley Blackwell, vol. 20(1), pages 1-11.
    3. John C. Henderson & Paul C. Nutt, 1980. "The Influence of Decision Style on Decision Making Behavior," Management Science, INFORMS, vol. 26(4), pages 371-386, April.
    4. Rashi Glazer & Joel H. Steckel & Russell S. Winer, 1992. "Locally Rational Decision Making: The Distracting Effect of Information on Managerial Performance," Management Science, INFORMS, vol. 38(2), pages 212-226, February.
    5. 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.
    6. 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.
    7. Jan H. B. M. Huysmans, 1970. "The Effectiveness of the Cognitive-Style Constraint in Implementing Operations Research Proposals," Management Science, INFORMS, vol. 17(1), pages 92-104, September.
    8. 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.
    9. Samuelson, William & Zeckhauser, Richard, 1988. "Status Quo Bias in Decision Making," Journal of Risk and Uncertainty, Springer, vol. 1(1), pages 7-59, March.
    10. Glazer, Rashi & Winer, Russell S. & Steckel, Joel H., 1987. "Group process and decision performance in a simulated marketing environment," Journal of Business Research, Elsevier, vol. 15(6), pages 545-557, December.
    11. Hunt, Raymond G. & Krzystofiak, Frank J. & Meindl, James R. & Yousry, Abdalla M., 1989. "Cognitive style and decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 44(3), pages 436-453, December.
    12. Glazer, Rashi & Steckel, Joel H. & Winer, Russell S., 1990. "Judgmental forecasts in a competitive environment: Rational vs. adaptive expectations," International Journal of Forecasting, Elsevier, vol. 6(2), pages 149-162, July.
    13. Daniel Robey, 1983. "Cognitive Style and DSS Design: A Comment on Huber's Paper," Management Science, INFORMS, vol. 29(5), pages 580-582, May.
    14. De Waele, Martin, 1978. "Managerial style and the design of decision aids," Omega, Elsevier, vol. 6(1), pages 5-13.
    15. Rashi Glazer & Joel H. Steckel & Russell S. Winer, 1989. "The Formation of Key Marketing Variable Expectations and Their Impact on Firm Performance: Some Experimental Evidence," Marketing Science, INFORMS, vol. 8(1), pages 18-34.
    16. Izak Benbasat & Albert S. Dexter, 1985. "An Experimental Evaluation of Graphical and Color-Enhanced Information Presentation," Management Science, INFORMS, vol. 31(11), pages 1348-1364, November.
    17. Cook, Victor J., 1987. "Introduction to strategic studies in Markstrat," Journal of Business Research, Elsevier, vol. 15(6), pages 467-468, December.
    18. Stephen J. Hoch & David A. Schkade, 1996. "A Psychological Approach to Decision Support Systems," Management Science, INFORMS, vol. 42(1), pages 51-64, January.
    19. Gatignon, Hubert, 1987. "Strategic studies in Markstrat," Journal of Business Research, Elsevier, vol. 15(6), pages 469-480, December.
    20. 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.
    21. Kinnear, Thomas C. & Klammer, Sharon K., 1987. "Management perspectives on Markstrat: The GE experience and beyond," Journal of Business Research, Elsevier, vol. 15(6), pages 491-501, December.
    22. Robin M. Hogarth & Spyros Makridakis, 1981. "The Value of Decision Making in a Complex Environment: An Experimental Approach," Management Science, INFORMS, vol. 27(1), pages 93-107, January.
    23. Sengupta, K., 1995. "Cognitive feedback in environments characterized by irrelevant information," Omega, Elsevier, vol. 23(2), pages 125-143, April.
    24. Dodgson, Harvey, 1987. "Management learning in Markstrat: The ICL experience," Journal of Business Research, Elsevier, vol. 15(6), pages 481-489, December.
    25. 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.
    26. Dipankar Chakravarti & Andrew Mitchell & Richard Staelin, 1979. "Judgment Based Marketing Decision Models: An Experimental Investigation of the Decision Calculus Approach," Management Science, INFORMS, vol. 25(3), pages 251-263, March.
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    19. van Bruggen, G.H. & Smidts, A. & Wierenga, B., 2000. "The Powerful Triangle of Marketing Data, Managerial Judgment, and Marketing Management Support Systems," ERIM Report Series Research in Management ERS-2000-33-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
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