Convincing DSS users that complex models are worth the effort

Tim Chenoweth, Karen L. Dowling, Robert St Louis

Research output: Contribution to journalArticle

32 Citations (Scopus)

Abstract

Many management science/operations research (MS/OR) models have been developed to improve decision making. Too often, these models are underutilized. Users generally favor less effortful strategies. The challenge then is to increase the users' willingness to expend effort. We perform a study using cognitive feedforward and feedback to increase awareness of the improved accuracy to be obtained from complex models. Models of increasing complexity are presented to subjects with feedback regarding their accuracy. Participants overwhelmingly indicated an intention to use the most complex model. The implication for decision support system (DSS) designers is that users will expend more effort if the potential accuracy gains are made more salient.

Original languageEnglish (US)
Pages (from-to)71-82
Number of pages12
JournalDecision Support Systems
Volume37
Issue number1
DOIs
StatePublished - Apr 2004

Fingerprint

Decision support systems
Operations Research
Decision Making
Management science
Feedback
Operations research
Decision making

Keywords

  • Cognitive feedforward and feedback information
  • Complex models
  • Decision support systems
  • Effort vs. accuracy framework

ASJC Scopus subject areas

  • Management Information Systems
  • Information Systems
  • Information Systems and Management

Cite this

Convincing DSS users that complex models are worth the effort. / Chenoweth, Tim; Dowling, Karen L.; St Louis, Robert.

In: Decision Support Systems, Vol. 37, No. 1, 04.2004, p. 71-82.

Research output: Contribution to journalArticle

Chenoweth, Tim ; Dowling, Karen L. ; St Louis, Robert. / Convincing DSS users that complex models are worth the effort. In: Decision Support Systems. 2004 ; Vol. 37, No. 1. pp. 71-82.
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