The operational effectiveness of a full capacity protocol to ease crowding at an emergency department

Abstract Using detailed timestamp data for patient visits and laboratory test orders from the emergency department (ED) of a large, urban, teaching hospital in the United States, we examine the operational effectiveness of the full capacity protocol (FCP), a set of temporary hospital‐wide guidelines that seek to alleviate crowding at the ED. We use an instrumented difference‐in‐differences approach and construct a comparable treatment group prior to the introduction of the FCP. Our results indicate that the FCP is effective in reducing the patient length of stay (LOS) when activated. Patients who arrived when the FCP was activated experienced an estimated reduction in LOS of 6.23%. This reduction was achieved through shorter waiting and after‐treatment times. The reduction in after‐treatment time helped expedite access to the treatment area for waiting patients, alleviating the bottleneck and improving the throughput, consistent with the theory of swift even flow and the theory of constraints. We also find an inverted‐U‐shaped relationship between boarding census and after‐treatment time when the FCP was on, a pattern not observed under similar crowding levels when the FCP was not on.

Authors

Institutions

Publication Details

Journal
Decision Sciences
Published
2026-07-27
DOI
https://doi.org/10.1111/deci.70040
Primary Topic
Healthcare Operations and Scheduling Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The operational effectiveness of a full capacity protocol to ease crowding at an emergency department

Mazhar Arıkan, Lu Wang, Suman Mallik
Decision Sciences
Healthcare Operations and Scheduling Optimization
article

The operational effectiveness of a full capacity protocol to ease crowding at an emergency department

Mazhar Arıkan, Lu Wang, Suman Mallik
article en

Abstract

Abstract Using detailed timestamp data for patient visits and laboratory test orders from the emergency department (ED) of a large, urban, teaching hospital in the United States, we examine the operational effectiveness of the full capacity protocol (FCP), a set of temporary hospital‐wide guidelines that seek to alleviate crowding at the ED. We use an instrumented difference‐in‐differences approach and construct a comparable treatment group prior to the introduction of the FCP. Our results indicate that the FCP is effective in reducing the patient length of stay (LOS) when activated. Patients who arrived when the FCP was activated experienced an estimated reduction in LOS of 6.23%. This reduction was achieved through shorter waiting and after‐treatment times. The reduction in after‐treatment time helped expedite access to the treatment area for waiting patients, alleviating the bottleneck and improving the throughput, consistent with the theory of swift even flow and the theory of constraints. We also find an inverted‐U‐shaped relationship between boarding census and after‐treatment time when the FCP was on, a pattern not observed under similar crowding levels when the FCP was not on.

Decision Sciences
University of Kansas (US), Eastern Illinois University (US)
Openalex Percentile: Top 6%
Healthcare Operations and Scheduling Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The operational effectiveness of a full capacity protocol to ease crowding at an emergency department — Mazhar Arıkan, Lu Wang, et al. · Decision Sciences (2026) | TGRS Research Map | TGRS