Literature DB >> 17238436

Decision complexity affects the extent and type of decision support use.

Vitali Sintchenko1, Enrico Coiera.   

Abstract

The increasing complexity of decision-making has emerged as a risk factor in clinical medicine. The impact that decision task complexity has on the uptake and use of clinical decision support systems (DSS) is also not well understood. Antibiotic prescribing in critical care is a complex, cognitively demanding task, made under time pressure. A web-based experiment was conducted to explore the impact of decision complexity on DSS utilization, comparing utilization of antibiotic guidelines and an interactive probability calculator for ventilator associated pneumonia (VAP) plus laboratory data. Decision support was found to be used more often for less complex decisions. Prescribing decisions of higher complexity were associated with a lower frequency of DSS use, but required the use of the more cognitively demanding situation assessment tool for infection risk along with pathology data. Decision complexity thus seems to impact on the extent and type of information support used by individuals when decision-making.

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Year:  2006        PMID: 17238436      PMCID: PMC1839373     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  8 in total

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4.  Comparative impact of guidelines, clinical data, and decision support on prescribing decisions: an interactive web experiment with simulated cases.

Authors:  Vitali Sintchenko; Enrico Coiera; Jonathan R Iredell; Gwendolyn L Gilbert
Journal:  J Am Med Inform Assoc       Date:  2003-10-05       Impact factor: 4.497

5.  Which clinical decisions benefit from automation? A task complexity approach.

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8.  Physician prescribing decisions: the effects of situational involvement and task complexity on information acquisition and decision making.

Authors:  V Chinburapa; L N Larson; M Brucks; J Draugalis; J L Bootman; C P Puto
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  8 in total
  6 in total

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5.  Effects of computerised clinical decision support systems (CDSS) on nursing and allied health professional performance and patient outcomes: a systematic review of experimental and observational studies.

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6.  Clinical decision modeling system.

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  6 in total

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