(Con)Figuring out influence: a modified Delphi approach to configural diagramming to identify influential work system factors on emergency department disposition decision-making

The emergency department (ED) is characterised by varied demands. Yet, processes like ED disposition decision-making have been previously conceptualised as occurring similarly regardless of demand. The goal of this study was to develop a reproducible methodological approach to operationalising configuration by identifying the factors that most strongly shape the ED disposition decision-making process under conditions of low and high demand. Using a modified Delphi approach consisting of surveys sent to ED clinicians, we identified the influence of 32 work system elements on the disposition decision-making process under varied demands. Fifty-nine percent of elements were given similar ratings under low and high demand. Variations in ratings represent meaningful differences in the ED work system structure. Understanding how the influence of ED work system elements varies across the demand continuum can support the translation of descriptive findings into prescriptive insights that can inform and prioritise future research or system design.

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Publication Details

Journal
Ergonomics
Published
2026-01-05
DOI
https://doi.org/10.1080/00140139.2025.2606776
Primary Topic
Emergency and Acute Care Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

(Con)Figuring out influence: a modified Delphi approach to configural diagramming to identify influential work system factors on emergency department disposition decision-making

Brian W. Patterson, Nicole E. Werner, Rachel A. Rutkowski, Peter Hoonakker et al.
Ergonomics
Emergency and Acute Care Studies
article

(Con)Figuring out influence: a modified Delphi approach to configural diagramming to identify influential work system factors on emergency department disposition decision-making

Brian W. Patterson, Nicole E. Werner, Rachel A. Rutkowski, Peter Hoonakker, Michael S. Pulia, Pascale Carayon, Manish N. Shah
article en

Abstract

The emergency department (ED) is characterised by varied demands. Yet, processes like ED disposition decision-making have been previously conceptualised as occurring similarly regardless of demand. The goal of this study was to develop a reproducible methodological approach to operationalising configuration by identifying the factors that most strongly shape the ED disposition decision-making process under conditions of low and high demand. Using a modified Delphi approach consisting of surveys sent to ED clinicians, we identified the influence of 32 work system elements on the disposition decision-making process under varied demands. Fifty-nine percent of elements were given similar ratings under low and high demand. Variations in ratings represent meaningful differences in the ED work system structure. Understanding how the influence of ED work system elements varies across the demand continuum can support the translation of descriptive findings into prescriptive insights that can inform and prioritise future research or system design.

Ergonomics
University of Wisconsin System (US), Walsh University (US), Vanderbilt University (US), University of Wisconsin Health (US), Wisconsin Division of Public Health (US), Vanderbilt University Medical Center (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 98%
Emergency and Acute Care Studies
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(Con)Figuring out influence: a modified Delphi approach to configural diagramming to identify influential work system factors on emergency department disposition decision-making — Brian W. Patterson, Nicole E. Werner, et al. · Ergonomics (2026) | TGRS Research Map | TGRS