ArticlePloS one2015
The Impact of Ambulance and Patient Diversion on Crowdedness of Multiple Emergency Departments in a Region.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
12 citing papers in PubMed, 22 citations in OpenAlex.
- Modeling IN out-of-hospital emergency medical services-a scoping review of approaches and applications.Frontiers in public health · 2026Article
- Ambulance diversion and its use as an ED overcrowding mitigation strategy: Does it work? A scoping review.International journal of emergency medicine · 2025Review
- Emergency department crowding in the Netherlands; evaluation of a real-time ambulance diversion dashboard.International journal of emergency medicine · 2025Article
- Impact of the Emergency Procedure Zone on Emergency Care.Medicina (Kaunas, Lithuania) · 2023Article
- Preparation of Medical Supply for Prehospital Emergencies and Disasters: An Internet-Based Simulation Drill.Journal of acute medicine · 2023Article
- A challenge for healthcare system resilience after an earthquake: The crowdedness of a first-aid hospital by non-urgent patients.PloS one · 2021Article
- Centralized Ambulance Diversion Policy Using Rolling-Horizon Optimization Framework to Minimize Patient Tardiness.Healthcare (Basel, Switzerland) · 2020Article
- A review on ambulance offload delay literature.Health care management science · 2019Review
- Review
- Is Inpatient Volume Or Emergency Department Crowding A Greater Driver Of Ambulance Diversion?Health affairs (Project Hope) · 2018Article
- Closure simulation for reduction of emergency patient diversion: a discrete agent-based simulation approach to minimizing ambulance diversion.European journal of medical research · 2018Article
- Assessment of Emergency Department Satisfaction Level in Saudi Arabia General Hospital.Saudi journal of anaesthesiaArticle
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Emergency department (ED) overcrowding threatens healthcare quality. Ambulance diversion (AD) may relieve ED overcrowding; however, diverting patients from an overcrowded ED will load neighboring EDs with more patients and may result in regional overcrowding. The purpose of this study was to evaluate the impact of different diversion strategies on the crowdedness of multiple EDs in a region. The importance of regional coordination was also explored. A queuing model for patient flow was utilized to develop a computer program for simulating AD among EDs in a region. Key parameters, including patient arrival rates, percentages of patients of different acuity levels, percentage of patients transported by ambulance, and total resources of EDs, were assigned based on real data. The crowdedness indices of each ED and the regional crowdedness index were assessed to evaluate the effectiveness of various AD strategies. Diverting patients equally to all other EDs in a region is better than diverting patients only to EDs with more resources. The effect of diverting all ambulance-transported patients is similar to that of diverting only low-acuity patients. To minimize regional crowdedness, ambulatory patients should be sent to proper EDs when AD is initiated. Based on a queuing model with parameters calibrated by real data, patient flows of EDs in a region were simulated by a computer program. From a regional point of view, randomly diverting ambulatory patients provides almost no benefit. With regards to minimizing the crowdedness of the whole region, the most promising strategy is to divert all patients equally to all other EDs that are not already crowded. This result implies that communication and coordination among regional hospitals are crucial to relieve overall crowdedness. A regional coordination center may prioritize AD strategies to optimize ED utility.
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