Predicting information technology project escalation: A neural network approach

@article{Zhang2003PredictingIT,
  title={Predicting information technology project escalation: A neural network approach},
  author={Guoqiang Peter Zhang and Mark Keil and Arun Rai and Joan Ellen Cheney Mann},
  journal={European Journal of Operational Research},
  year={2003},
  volume={146},
  pages={115-129}
}
Information system (IT) projects can often spiral out of control to become runaway systems that far exceed their original budget and scheduled due date. The majority of these escalated projects are eventually abandoned or significantly redirected without delivering intended business value. Because of the strategic importance of IT projects and the large amount of resources involved in the development of IT projects, the ability to predict project escalation tendency is critical. In this study… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 44 references

Feds debate handling of failing IS projects

  • M. Betts
  • Computerworld, November
  • 1992
Highly Influential
5 Excerpts

Neural networks for classification: A survey

  • G. P. Zhang
  • IEEE Transactions on Systems, Man, and…
  • 2000
Highly Influential
7 Excerpts

The Role of Project Escalation in Explaining Runaway Information Systems Development Projects: A Field Study

  • J. Mann
  • Doctoral Dissertation,
  • 1996
Highly Influential
4 Excerpts

Chaos: The dollar drain of IT project failures

  • J. Johnson
  • Application Development Trends
  • 1995
Highly Influential
5 Excerpts

Issues in the use and interpretation of discriminant analysis

  • C. J. Huberty
  • Psychological Bulletin
  • 1984
Highly Influential
4 Excerpts

Audit says DMV ignored warning

  • V. Ellis
  • Los Angeles Times
  • 1994
Highly Influential
3 Excerpts

The psychology of sunk cost

  • H. R. Arkes, C. Blumer
  • Organizational Behavior and Human Decision…
  • 1985
Highly Influential
3 Excerpts

The relative influence of IS project implementation policies and project leadership on eventual outcomes

  • J. J. Jiang, G. Klein, Chen, H.-G
  • Project Management Journal
  • 2001
1 Excerpt

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