Observational studyScandinavian journal of trauma, resuscitation and emergency medicine2019
Use of pre-hospital emergency medical services in urban and rural municipalities over a 10 year period: an observational study based on routinely collected dispatch data.
Observational study in Scandinavian journal of trauma, resuscitation and emergency medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.
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Who cites it
25 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A Systematic Review of Associations and Predictors for Job Satisfaction and Work Engagement in Prehospital Emergency Medical Services-Challenges for the Future.International journal of environmental research and public health · 2023Pooled it
- Overtriage of a physician-staffed prehospital emergency resource in Austria : An exploratory retrospective analysis.Wiener klinische Wochenschrift · 2026Article
- Uncovering the pattern of physical behaviours among Swedish ambulance personnel: is the type of work shift important?BMC public health · 2026Observational
- Association Between Rurality and Mortality: Observational Study of Spanish and United States Prehospital Emergency Care Cohorts.Healthcare (Basel, Switzerland) · 2026Article
- Article
- Impact of two-level filtering organization on population's accessibility to an emergency medical communication centre.BMC emergency medicine · 2025Observational
- Could low-acuity emergency medical services patients be redirected to primary care? Findings from a multi-center survey in Berlin, Germany.BMC emergency medicine · 2025Observational
- Article
- Emergency call utilization over a 10-years period: an observational study in Region Zealand, Denmark, 2013-2022.Scandinavian journal of trauma, resuscitation and emergency medicine · 2024Observational
- Article
- Article
- Impact of COVID-19 on emergency medical services utilization and severity in the U.S. Upper Midwest.PloS one · 2024Article
- Ambulance deployment without transport: a retrospective difference analysis for the description of emergency interventions without patient transport in Bavaria.Scandinavian journal of trauma, resuscitation and emergency medicine · 2023Article
- [Utilization of pre-hospital emergency medical services: Secondary data analysis of health insurance data from Saxony-Anhalt].Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany)) · 2023Article
- Pre-Hospital Emergency Medical Services Utilization Amid COVID-19 in 2020: Descriptive Study Based on Routinely Collected Dispatch Data in Bavaria, Germany.Healthcare (Basel, Switzerland) · 2023Article
- Increasing emergency number utilisation is not driven by low-acuity calls: an observational study of 1.5 million emergency calls (2018-2021) from Berlin.BMC medicine · 2023Observational
- [Differences between emergency medical services operations with and without patient transport : A retrospective analysis of dispatch center data in a territorial state].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2022Article
- Urban-sub-urban-rural variation in the supply and demand of emergency medical services.Frontiers in public health · 2022Article
- Analysis of costs and utilization of ambulance services in the ministry of health facilities, Malaysia.PloS one · 2022Article
- Emergency medical service utilization among acute ischemic stroke patients in Beijing: An observational study.Frontiers in neurology · 2022Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPre-hospital emergency medical services (EMS) are an integral part of emergency medical care. EMS planning can be achieved by analyzing patterns of use. However, long-term time trends of EMS use have rarely been studied. The objective of this retrospective study was to investigate utilization patterns over a ten year period, and to compare utilization trends between urban and rural municipalities and between events with and without prehospital emergency physician (PEP) dispatch.
methodsRoutine data collected by 26 dispatch centers in the federal state of Bavaria, Germany, from 2007 to 2016 was analyzed. Emergency locations were classified into five levels of rurality. Negative binomial mixed effects regression models were fitted to predict emergency rates and to investigate differences in rates and utilization trends. Graphical representation methods were used to compare distribution of transport rates and distribution across daytime and weekday.
resultsTwelve million two hundred thousand one hundred fifty-five dispatches assigned to 7,725,636 single emergencies were included. The mean number of emergencies per year and 1000 population (emergency rate) was 42.8 (±16.0) in rural municipalities and 80.7 (±9.3) in large cities. Compared to rural municipalities, cities had higher emergency rates without (IRR = 3.0, CI 2.2-4.0) and with pre-hospital physicians (IRR = 1.5, CI 1.2-2.0). Between 2007 and 2016, the absolute number of emergencies increased by 49.1%. Estimated annual percent change of emergency rates without physician activation ranged from 5.7% (CI 4.3-7.1) in cities to 7.8% (CI 7.6-7.9) in rural areas. Changes in emergency rates with physician attendance were lower, with estimated increases between 1.3 and 2.4%. The average proportion of patients transported to a hospital was lower in cities and remained unchanged. There were no considerable differences or changes in the distribution across daytime and weekdays.
conclusionDifferences between cities and other areas suggest that the planning of EMS should be targeted to regional characteristics. A substantial increase in emergency rates was observed across all areas of Bavaria, but did not impact transport rates or temporal distributions. Further research is needed to better understand the urgency of emergency events and reasons behind increasing EMS utilization.
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