ArticleAcademic emergency medicine : official journal of the Society for Academic Emergency Medicine2013
Patient demographic and health factors associated with frequent use of emergency medical services in a midsized city.
Article in Academic emergency medicine : official journal of the Society for Academic Emergency Medicine, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
32 citing papers in PubMed, 74 citations in OpenAlex.
- Demographic and clinical characteristics of frequent users of emergency medical services in Türkiye.Turkish journal of medical sciences · 2026Article
- Measuring and optimizing spatial accessibility to emergency medical services with a focus on age-based spatial variations in EMS risk.Frontiers in public health · 2026Article
- Frequent callers vs. frequent users - a scoping review of frequent contacts to the emergency medical services.International journal of emergency medicine · 2025Review
- Ambulance Use Appropriateness: Emergency Medical Service Technicians' and Triage Nurses' Assessments and Patients' Perceptions.Nursing reports (Pavia, Italy) · 2025Article
- County characteristics associated with behavioral health emergency medical services calls.Health affairs scholar · 2025Article
- Prior emergency medical services utilization is a risk factor for in-hospital death among patients with substance misuse: a retrospective cohort study.BMC emergency medicine · 2024Article
- Characteristics of consecutive versus non-consecutive frequent emergency medical services transport to a single emergency department.PloS one · 2024Article
- A mobile integrated health program for the management of undifferentiated acute complaints in older adults is safe and feasible.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2023Observational
- [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
- Patients who use emergency medical services have greater severity of illness or injury compared to those who present to the emergency department via other means: A retrospective cohort study.Journal of the American College of Emergency Physicians open · 2023Article
- Clinician and Caregiver Determinations of Acuity for Children Transported by Emergency Medical Services: A Prospective Observational Study.Annals of emergency medicine · 2023Observational
- The changing epidemiology of opioid overdose in Baltimore, Maryland, 2012-2017: insights from emergency medical services.Annals of medicine · 2022Article
- Article
- An assessment of race and gender-based biases among readmission predicting tools (HOSPITAL, LACE, and RAHF) in heart failure population.Irish journal of medical science · 2022Article
- A Statewide Study of the Epidemiology of Emergency Medical Services' Management of Pediatric Asthma.Pediatric emergency care · 2021Observational
- Association of the Diabetes Health Plan with emergency room and inpatient hospital utilization: a Natural Experiment for Translation in Diabetes (NEXT-D) Study.BMJ open diabetes research & care · 2021Article
- Article
- Social factors in frequent callers: a description of isolation, poverty and quality of life in those calling emergency medical services frequently.BMC public health · 2019Article
- Repeated ambulance use is associated with chronic diseases - a population-based historic cohort study of patients' symptoms and diagnoses.Scandinavian journal of trauma, resuscitation and emergency medicine · 2019Article
- Recruitment and retention of underrepresented populations in Alzheimer's disease research: A systematic review.Alzheimer's & dementia (New York, N. Y.) · 2019Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 3 institutions in 1 country.
Funding
Abstract
objectivesTo optimize health care utilization, health outcomes, and costs, research is needed to improve an understanding of frequent users of emergency health services. Frequent use of emergency services is associated with high costs of health care and may be indicative of challenges accessing, or poor outcomes of, health care. Patient demographics and health factors related to frequent use of the emergency medical services (EMS) system of a midsized city were identified. Study findings will aid in the development of targeted interventions to improve population health.
methodsThe authors reviewed 9-1-1 call dispatch data and Baltimore City Fire Department (BCFD) EMS records from 2008 through 2010. Frequent use was defined as six or more EMS incidents in the 23-month period. Analyses used census data to compare demographics of EMS users to their population distribution and examined differences in demographics and health problems of frequent EMS users compared to nonfrequent users.
resultsFrequent EMS users (n = 1,969) had a range of six to 199 EMS incidents (mean = 11.2) during the observation period, and although they accounted for only 1.5% of EMS users, they were involved in 12.0% of incidents. Frequent users, compared to nonfrequent users and to the population, were more likely to be male, African American, and 45 years of age or older. Of frequent users, the modal age group was 45 to 54 years, accounting for 29.7% of frequent users, which represented twice this age group's population distribution. Furthermore, this age group had the greatest overrepresentation of males (63.0% of frequent users) and was the peak age group for incidents related to substance abuse (28.0% of frequent users' incidents in this age group). Frequent users, compared to nonfrequent users, had lower levels of incidents related to trauma (5.1% vs. 16.7%) and higher levels of medical incidents (94.8% vs. 82.9%). As proportions of EMS incidents among frequent versus nonfrequent users, respiratory, mental health, and seizure-related incidents were highest in the youngest age groups; substance abuse-related incidents were highest in those middle-aged (35 to 44 and 45 to 54 years). Of health problems, behavioral health (mental health or substance use) contributed most to frequent EMS use (23.4% of frequent users' incidents). Across all incidents, 65.8% of frequent users had indications of behavioral health problems, representing 6.6-fold higher odds than nonfrequent users (22.5%). Frequent compared to nonfrequent users also had higher levels of select chronic conditions (diabetes, 39.9% vs. 14.6%; asthma, 40.9% vs. 13.4%; and HIV, 9.1% vs. 2.4%), with unadjusted odds almost four to seven times higher.
conclusionsThe study findings revealed the major role of chronic somatic and behavioral health problems in frequent EMS use and that rates of frequent use were highest among those middle-aged, African American, and male. These results suggest the need for coordination of EMS with community-based, integrated medical and behavioral health services to improve access and use of preventive services, with implications for health outcomes and costs. This study demonstrates the value of EMS patient data in identifying at-risk populations and informing novel, targeted approaches to public health interventions.
Indexed as
Identifiers
What OpenQuestion holds
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.