Service Location Optimization Model for Improving Rural Emergency Medical Services

Author(s):  
Zhaoxiang He ◽  
Xiao Qin ◽  
Yuanchang Xie ◽  
Jianhua Guo

Approximately 35,000 fatalities are attributed to accidents on U.S. highways each year and more than half of them occurred in rural areas. With such a high percentage of fatalities, rural areas are in critical need of timely and reliable Emergency Medical Services (EMS). EMS provide important prehospital care to victims before they are transferred to a hospital. After an accident occurs, the time it takes for victims to receive care from EMS is crucial to their survival. Compared with urban EMS, rural EMS face multiple challenges. One of them is how to properly site EMS stations to provide cost-effective services in rural areas. The goals of this paper include analyzing the spatial patterns of EMS station and incident locations, and optimizing rural EMS station locations. The data were collected from South Dakota, a rural state. This dataset was used to perform spatial analysis and to develop and evaluate an EMS location optimization model. The location optimization model aims to maximize the rural EMS coverage while taking service equity into consideration. The model was solved by a genetic algorithm toolbox in R. The proposed model provides an important and practical tool for rural EMS officials to select new EMS stations or relocate existing stations to improve service performance under budget and resource constraints.

PEDIATRICS ◽  
1991 ◽  
Vol 88 (4) ◽  
pp. 681-690 ◽  
Author(s):  
James S. Seidel ◽  
Deborah Parkman Henderson ◽  
Patrick Ward ◽  
Barbara Wray Wayland ◽  
Beverly Ness

There are limited data concerning pediatric prehospital care, although pediatric prehospital calls constitute 10% of emergency medical services activity. Data from 10 493 prehospital care reports in 11 counties of California (four emergency medical services systems in rural and urban areas) were collected and analyzed. Comparison of urban and rural data found few significant differences in parameters analyzed. Use of the emergency medical services system by pediatric patients increased with age, but 12.5% of all calls were for children younger than 2 years. Calls for medical problems were most common for patients younger than 5 years of age; trauma was a more common complaint in rural areas (64%, P = .0001). Frequency of vital sign assessment differed by region, as did hospital contact (P < .0001). Complete assessment of young pediatric patients, with a full set of vital signs and neurologic assessment, was rarely performed. Advanced life support providers were often on the scene, but advanced life support treatments and procedures were infrequently used. This study suggests the need for additional data on which to base emergency medical services system design and some directions for education of prehospital care providers.


Author(s):  
Hassan Al-Thani ◽  
Ahammed Mekkodathil ◽  
Attila J. Hertelendy ◽  
Ian Howland ◽  
Tim Frazier ◽  
...  

Background: Prehospital care provided by emergency medical services (EMS) plays an important role in improving patient outcomes. Globally, prehospital care varies across countries and even within the same country by the geographic location and access to medical services. We aimed to explore the prehospital trauma care and in-hospital outcomes within the urban and rural areas in the state of Qatar. Methods: A retrospective analysis was conducted utilizing data from the Qatar National Trauma Registry for trauma patients who were transported by EMS to a level 1 trauma center between 2017 and 2018. Data were analyzed and compared between urban and rural areas and among the different municipalities in which the incidents occurred. Results: Across the study duration, 1761 patients were transported by EMS. Of that, 59% were transported from an urban area and 41% from rural areas. There were significant differences in the on-scene time and total prehospital time as a function of urban and rural areas and municipalities; however, the response time across the study groups was comparable. There were no significant differences in blood transfusion, intubation, hospital length of stay, and mortality. Conclusion: Within different areas in Qatar, the EMS response time and in-hospital outcomes were comparable. This indicates that the provision of prehospital care across the country is similar. The prehospital and acute in-hospital care are accessible for everyone in the country at no cost. Understanding the differences in EMS utilization and prehospital times contributes to the policy development in terms of equitable distribution of healthcare resources.


BMJ Open ◽  
2021 ◽  
Vol 11 (1) ◽  
pp. e043791
Author(s):  
Jan Bauer ◽  
Dieter Moormann ◽  
Reinhard Strametz ◽  
David A Groneberg

ObjectivesThis study wants to assess the cost-effectiveness of unmanned aerial vehicles (UAV) equipped with automated external defibrillators (AED) in out-of-hospital cardiac arrests (OHCA). Especially in rural areas with longer response times of emergency medical services (EMS) early lay defibrillation could lead to a significant higher survival in OHCA.Participants3296 emergency medical stations in Germany.SettingRural areas in Germany.Primary and secondary outcome measuresThree UAV networks providing 80%, 90% or 100% coverage for rural areas lacking timely access to EMS (ie, time-to-defibrillation: >10 min) were developed using a location allocation analysis. For each UAV network, primary outcome was the cost-effectiveness using the incremental cost-effectiveness ratio (ICER) calculated by the ratio of financial costs to additional life years gained compared with current EMS.ResultsCurrent EMS with 3926 emergency stations was able to gain 1224 life years on annual average in the study area. The UAV network providing 100% coverage consisted of 1933 UAV with average annual costs of €43.5 million and 1845 additional life years gained on annual average (ICER: €23 568). The UAV network providing 90% coverage consisted of 1074 UAV with average annual costs of €24.2 million and 1661 additional life years gained on annual average (ICER: €14 548). The UAV network providing 80% coverage consisted of 798 UAV with average annual costs of €18.0 million and 1477 additional life years gained on annual average (ICER: €12 158).ConclusionThese results reveal the relevant life-saving potential of all modelled UAV networks. Furthermore, all analysed UAV networks could be deemed cost-effective. However, real-life applications are needed to validate the findings.


PEDIATRICS ◽  
1990 ◽  
Vol 86 (4) ◽  
pp. 625-626
Author(s):  
MARTHA BUSHORE

In this issue of Pediatrics is a study1 that represents a milestone in the growth and development of Emergency Medical Services for Children systems. Linda Quan and co-workers provide us with a study of victims of submersion who were less than 20 years of age and who received care during a 10-years interval in an Emergency Medical Services unit and required hospitalization or died. Because the majority of these submersions occurred in the urban setting of King Country with the rapid response of Emergency Medical Services units and reliable recording of cardiopulmonary resuscitation (CPR) data, the study results are impressively complete.


Author(s):  
Mahshid Abir ◽  
Jane Forman ◽  
Rekar K. Taymour ◽  
Christina Brent ◽  
Brahmajee K. Nallamothu ◽  
...  

ABSTRACT Objective: To identify modifiers of emergency medical services (EMS) oversight quality, including facilitators and barriers, and inform best practices and policy related to EMS oversight and system performance. Methods: We used a qualitative design, including 4 focus groups and 10 in-depth, 1-on-1 interviews. Primary data were collected from EMS stakeholders in Michigan from June to July 2016. Qualitative data were analyzed using the rapid assessment technique. Results: Emergent themes included organizational structure, oversight and stakeholder leadership, interorganizational communication and relationships, competition or collaboration among MCA stakeholders, quality improvement practices, resources, and needs specific to rural communities. Conclusions: EMS is a critical component of disaster response. This study revealed salient themes and modifiers, including facilitators and barriers, of EMS oversight quality. These findings were evaluated in the context of current evidence and informed state policy to improve the quality of EMS oversight and prehospital care for both routine and disaster settings. Some were particular to geographic regions and communities, whereas others were generalizable.


2016 ◽  
Vol 32 (1) ◽  
pp. 20-26 ◽  
Author(s):  
Seth A. Brown ◽  
Theresa C. Hayden ◽  
Kimberly A. Randell ◽  
Lara Rappaport ◽  
Michelle D. Stevenson ◽  
...  

AbstractObjectivesPrevious studies have illustrated pediatric knowledge deficits among Emergency Medical Services (EMS) providers. The purpose of this study was to identify perspectives of a diverse group of EMS providers regarding pediatric prehospital care educational deficits and proposed methods of training improvements.MethodsPurposive sampling was used to recruit EMS providers in diverse settings for study participation. Two separate focus groups of EMS providers (administrative and non-administrative personnel) were held in three locations (urban, suburban, and rural). A professional moderator facilitated focus group discussion using a guide developed by the study team. A grounded theory approach was used to analyze data.ResultsForty-two participants provided data. Four major themes were identified: (1) suboptimal previous pediatric training and training gaps in continuing pediatric education; (2) opportunities for improved interactions with emergency department (ED) staff, including case-based feedback on patient care; (3) barriers to optimal pediatric prehospital care; and (4) proposed pediatric training improvements.ConclusionFocus groups identified four themes surrounding preparation of EMS personnel for providing care to pediatric patients. These themes can guide future educational interventions for EMS to improve pediatric prehospital care.BrownSA, HaydenTC, RandellKA, RappaportL, StevensonMD, KimIK. Improving pediatric education for Emergency Medical Services providers: a qualitative study. Prehosp Disaster Med. 2017;32(1):20–26.


2019 ◽  
Vol 68 (2) ◽  
pp. 73-80
Author(s):  
Riyadh A. Alhazmi ◽  
R. David Parker ◽  
Sijin Wen

Backround: Emergency medical services (EMS) workers are at risk of exposure to bloodborne pathogens and frequently exposed to blood and bodily fluids through percutaneous injuries. This study aimed to assess the consistency with which standard precautions (SPs) among rural and urban EMS providers were used. Methods: This study consisted of a cross-sectional survey conducted with a sample of certified EMS providers in West Virginia in which we ascertained details about sociodemographic characteristics, and the frequency of consistent SP. An email invitation was sent to a comprehensive list of agencies obtained from the Office of West Virginia EMS. Findings: A total of 248 out of 522 (47%) EMS providers completed the survey. The majority of the EMS providers (76%) consistently complied with SPs; however, more than one third (38%) of urban EMS providers indicated inconsistent use compared with 19% of rural EMS providers ( p = .002). Most EMS providers reported low prevention practices to exposure of blood and body fluids in both areas. Conclusion/Application to Practice: The results emphasize the need to enhanced safe work practices among EMS providers in both rural and urban areas through education and increasing self-awareness. Occupational health professional in municipalities that serve these workers are instrumental in ensuring these workers are trained and evaluated for their compliance with SPs while in the field.


CJEM ◽  
2017 ◽  
Vol 20 (6) ◽  
pp. 874-881 ◽  
Author(s):  
Mikiko Terashima ◽  
Alix J.E. Carter

ABSTRACTObjectivesStudies suggest that addressing the needs of the older population in rural areas may substantially reduce their low-urgency use of emergency medical services (LUEMS). It may ultimately also help improve the efficiency in our health system. There is, however, a dearth of evidence substantiating geographic patterns in LUEMS by different age cohorts. This exploratory study was aimed to clarify the understanding of emergency medical services (EMS) use in Nova Scotia through a geographic analysis.MethodsRecords with Canadian Triage and Acuity Scale of 4 and 5 were considered as LUEMS. We assessed the distribution of LUEMS incidence rates (proportion of LUEMS out of all EMS uses) by age and rurality, using descriptive statistics and Geographic Information Systems mapping.ResultsNearly half of all EMS transports were individuals of 65+ years of age; 35% of those were LUEMS. The rates increased along with the level of rurality, and the older cohort had the highest incidence rates in non-metro communities. High rates were seen primarily in some rural communities farthest away from the capital/tertiary care centre.ConclusionHigh LUEMS incidence rates are rural phenomena but not specific to the older population. However, the absolute number of LUEMS by the older cohort is significant, and elder-specific interventions in rural regions could still lead to effective cost savings. Further investigation of other factors, such as distance to the emergency department, availability of public transportation, and socioeconomic conditions of EMS users, is needed.


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