ArticlePloS one2021
The development and validation of a resource consumption score of an emergency department consultation.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 2 of them syntheses that pooled it.
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Who cites it
12 citing papers in PubMed, 2 syntheses or guidelines pooled it, 26 citations in OpenAlex.
- Artificial intelligence for fracture detection on computed tomography: a comprehensive systematic review and meta-analysis of diagnostic test accuracy in non-commercial and commercial solutions.Emergency radiology · 2026Pooled it
- Artificial intelligence in commercial fracture detection products: a systematic review and meta-analysis of diagnostic test accuracy.Scientific reports · 2024Pooled it
- Artificial intelligence vs human opportunistic detection of vertebral fractures in routine CT scans: results of a pilot study.Hormones (Athens, Greece) · 2026Article
- Emergency department utilisation and treatment for trauma-related presentations of adolescents aged 16-18: a retrospective cross-sectional study.BMC emergency medicine · 2024Article
- Review
- The Burden of Alcohol-Related Emergency Department Visits in a Hospital of a Large European City.Healthcare (Basel, Switzerland) · 2023Article
- Inappropriate and potentially avoidable emergency department visits of Swiss nursing home residents and their resource use: a retrospective chart-review.BMC geriatrics · 2022Article
- Virtual Reality for Pain Relief in the Emergency Room (VIPER) - a prospective, interventional feasibility study.BMC emergency medicine · 2022Article
- Frequency and predictors of unspecific medical diagnoses in the emergency department: a prospective observational study.BMC emergency medicine · 2022Observational
- A dangerously underrated entity? Non-specific complaints at emergency department presentation are associated with utilisation of less diagnostic resources.BMC emergency medicine · 2021Article
- Clinical Presentations of Adolescents Aged 16-18 Years in the Adult Emergency Department.International journal of environmental research and public health · 2021Review
- Floorball Injuries Presenting to a Swiss Adult Emergency Department: A Retrospective Study (2013-2019).International journal of environmental research and public health · 2021Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEmergency Department (ED) visits and health care costs are increasing globally, but little is known about contributing factors of ED resource consumption. This study aims to analyse and to predict the total ED resource consumption out of the patient and consultation characteristics in order to execute performance analysis and evaluate quality improvements.
methodsCharacteristics of ED visits of a large Swiss university hospital were summarized according to acute patient condition factors (e.g. chief complaint, resuscitation bay use, vital parameter deviations), chronic patient conditions (e.g. age, comorbidities, drug intake), and contextual factors (e.g. night-time admission). Univariable and multivariable linear regression analyses were conducted with the total ED resource consumption as the dependent variable.
resultsIn total, 164,729 visits were included in the analysis. Physician resources accounted for the largest proportion (54.8%), followed by radiology (19.2%), and laboratory work-up (16.2%). In the multivariable final model, chief complaint had the highest impact on the total ED resource consumption, followed by resuscitation bay use and admission by ambulance. The impact of age group was small. The multivariable final model was validated (R2 of 0.54) and a scoring system was derived out of the predictors.
conclusionsMore than half of the variation in total ED resource consumption can be predicted by our suggested model in the internal validation, but further studies are needed for external validation. The score developed can be used to calculate benchmarks of an ED and provides leaders in emergency care with a tool that allows them to evaluate resource decisions and to estimate effects of organizational changes.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.