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Prototyping a financial DSS

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  • Lawrence, Michael
  • Sim, William

Abstract

This paper explores, by means of a laboratory study, the ability of a financial DSS of known theoretical merit to improve decision-making for currency and interest rate forecasting where typically the task is to forecast direction of movement and to assess confidence. The study finds that while the decision-making is improved in comparison with a control, most of the potential value of the DSS is lost. In addition, no improvement in confidence assessment is observed. Both the DSS users and the control group exhibit very poor calibration with confidence assessments uncorrelated with accuracy.

Suggested Citation

  • Lawrence, Michael & Sim, William, 1999. "Prototyping a financial DSS," Omega, Elsevier, vol. 27(4), pages 445-450, August.
    • Handle: RePEc:eee:jomega:v:27:y:1999:i:4:p:445-450
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    1. Nada R. Sanders & Karl B. Manrodt, 1994. "Forecasting Practices in US Corporations: Survey Results," Interfaces, INFORMS, vol. 24(2), pages 92-100, April.
    2. Onkal, Dilek & Muradoglu, Gulnur, 1995. "Effects of feedback on probabilistic forecasts of stock prices," International Journal of Forecasting, Elsevier, vol. 11(2), pages 307-319, June.
    3. Whitecotton, Stacey M., 1996. "The Effects of Experience and a Decision Aid on the Slope, Scatter, and Bias of Earnings Forecasts," Organizational Behavior and Human Decision Processes, Elsevier, vol. 66(1), pages 111-121, April.
    4. Wilkie-Thomson, Mary E. & Onkal-Atay, Dilek & Pollock, Andrew C., 1997. "Currency forecasting: an investigation of extrapolative judgement," International Journal of Forecasting, Elsevier, vol. 13(4), pages 509-526, December.
    5. Arkes, Hal R. & Dawes, Robyn M. & Christensen, Caryn, 1986. "Factors influencing the use of a decision rule in a probabilistic task," Organizational Behavior and Human Decision Processes, Elsevier, vol. 37(1), pages 93-110, February.
    6. Makridakis, Spyros & Chatfield, Chris & Hibon, Michele & Lawrence, Michael & Mills, Terence & Ord, Keith & Simmons, LeRoy F., 1993. "The M2-competition: A real-time judgmentally based forecasting study," International Journal of Forecasting, Elsevier, vol. 9(1), pages 5-22, April.
    7. Davis, Fred D. & Kottemann, Jeffrey E., 1995. "Determinants of Decision Rule Use in a Production Planning Task," Organizational Behavior and Human Decision Processes, Elsevier, vol. 63(2), pages 145-157, August.
    8. Ashton, Rh & Kramer, Ss, 1980. "Students As Surrogates In Behavioral Accounting Research - Some Evidence," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 1-15.
    9. Remus, William & O'Conner, Marcus & Griggs, Kenneth, 1996. "Does Feedback Improve the Accuracy of Recurrent Judgmental Forecasts?," Organizational Behavior and Human Decision Processes, Elsevier, vol. 66(1), pages 22-30, April.
    10. O'Connor, Marcus, 1989. "Models of human behaviour and confidence in judgement: A review," International Journal of Forecasting, Elsevier, vol. 5(2), pages 159-169.
    11. Dalrymple, Douglas J., 1987. "Sales forecasting practices: Results from a United States survey," International Journal of Forecasting, Elsevier, vol. 3(3-4), pages 379-391.
    12. Powell, Jack L., 1991. "An attempt at increasing decision rule use in a judgment task," Organizational Behavior and Human Decision Processes, Elsevier, vol. 48(1), pages 89-99, February.
    13. Sniezek, Janet A. & Paese, Paul W. & Switzer, Fred S., 1990. "The effect of choosing on confidence in choice," Organizational Behavior and Human Decision Processes, Elsevier, vol. 46(2), pages 264-282, August.
    14. Ashton, Robert H., 1992. "Effects of justification and a mechanical aid on judgment performance," Organizational Behavior and Human Decision Processes, Elsevier, vol. 52(2), pages 292-306, July.
    15. Yates, J. Frank & McDaniel, Linda S. & Brown, Eric S., 1991. "Probabilistic forecasts of stock prices and earnings: The hazards of nascent expertise," Organizational Behavior and Human Decision Processes, Elsevier, vol. 49(1), pages 60-79, June.
    16. Lawrence, Michael J. & Edmundson, Robert H. & O'Connor, Marcus J., 1985. "An examination of the accuracy of judgmental extrapolation of time series," International Journal of Forecasting, Elsevier, vol. 1(1), pages 25-35.
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    Cited by:

    1. Lawrence, Michael & Goodwin, Paul & Fildes, Robert, 2002. "Influence of user participation on DSS use and decision accuracy," Omega, Elsevier, vol. 30(5), pages 381-392, October.

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