The anchoring effect in business intelligence supported decision-making

@article{Ni2019TheAE,
  title={The anchoring effect in business intelligence supported decision-making},
  author={Feng-Yu Ni and David Arnott and Shijia Gao},
  journal={Journal of Decision Systems},
  year={2019},
  volume={28},
  pages={67 - 81}
}
ABSTRACT This article reports on a study that is part of a larger project on how Business intelligence (BI) can effectively support a range of decisions made by different decision-makers through the lens of behavioural economics. This study examines one cognitive bias, the anchoring effect. A laboratory experiment was conducted where participants used a BI system to make a forecast. Two anchors with the same value were presented; a spurious anchor and a plausible anchor. We were interested if… 

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References

SHOWING 1-10 OF 47 REFERENCES

A literature review of the anchoring effect

Cognitive biases and decision support systems development: a design science approach

The feasibility and effectiveness of the development methodology are evaluated in a participatory case study of a strategic DSS project where a managing director is supported in a decision about whether to close a division of a company.

The limits of anchoring.

Anchoring and adjustment is a pervasive bias in which decision makers are influenced by random or uninformative numbers or starting points. As a means of understanding this effect, we explore two

Anchoring, Activation, and the Construction of Values.

  • ChapmanJohnson
  • Psychology
    Organizational behavior and human decision processes
  • 1999
This work suggests that anchors affect judgments by increasing the availability and construction of features that the anchor and target hold in common and reducing the availability of features of the target that differ from the anchor.

Investigating Business Intelligence And Analytics From A Decision Process Perspective: A Structured Literature Review

A research framework is developed by integrating existing results on managerial decision processes and the results from the structured literature review on the effects of decision support technologies on the distinct phases, characteristics and outcomes of decision processes are presented.

The hidden traps in decision making.

Eight psychological traps are examined that are particularly likely to affect the way that important business decisions are sound and reliable and executives can take other simple steps to protect themselves and their organizations from the various kinds of mental lapses.

What is Business Intelligence?

A global overview of the conceptual foundations of BI is proposed, which can help companies understand their BI initiative and leverage them to the strategic level.

A critical analysis of decision support systems research revisited: the rise of design science

It is clear from the analysis that DSS is undergoing a transition from a field based on statistical hypothesis testing and conceptual studies to one where DSR is the most popular method.