Background: A Cross-sectional study of all emergency ambulance runs reported by licensed Emergency Medical Services (EMS) providers between 2013 and 2019 was undertaken to determine if the sex of a patient experiencing opioid-related symptoms had an impact on their odds of receiving naloxone from EMS. Methods: All runs within Massachusetts for individuals 11 years and older with a reported sex between 2013 and 2019 (n ¼ 5,533,704 runs) were included. Covariates modeled were patient age, year of the incident, and county of the incident. Runs were separated into those that were opioid-related versus not; opioid-related runs were further subdivided into five severity categories including dead on arrival, acute opioid overdose, opioid intoxicated, opioid withdrawal, and other opioid-related incident. Results: Among opioid-related runs, women had 24% lower odds (95% CI 0.68-0.86) of appearing in the dead on arrival category and 20% lower odds (95% CI 0.78-0.82) of appearing in the acute opioid overdose category than men. Among acute opioid overdoses, runs where patient symptoms met Massachusetts EMS guidelines for naloxone administration, women had 18% lower odds (95% CI 0.76-0.89) of receiving naloxone than men. Conclusions: Sex-related differences persist in the odds of naloxone administration by EMS providers when controlling for symptom presentation.
Flavonoids have been studied extensively
for their antioxidant
properties. Specifically, the flavonoids in tea, such as catechin
and epigallocatechin gallate, have been shown to have positive health
effects. These compounds are also oxidizable, so the concentrations
of these compounds in a given kind of tea can be determined using
cyclic voltammetry. Green, black, oolong, and herbal teas were each
diluted using pH 7.0 phosphate buffer, analyzed using cyclic voltammetry,
and compared to the standards of epigallocatechin gallate, catechin
hydrate, and catechol. The effect of brewing temperature on the concentration
of catechins was also examined. Students learned about the common
flavonoids in tea and the effect of brewing temperature on the concentration
of catechins in solution.
Aims
To create a novel emergency medical service (EMS) opioid‐related incident (ORI) tiering framework to describe more accurately the opioid epidemic in Massachusetts. By classifying the data, we could more accurately detail differing trends among the new categories.
Design
Free‐text fields of Massachusetts EMS reports, from 2013 through 2020, were analyzed to identify ORIs and then categorized into a five‐tier severity cascade based on symptom presentation: ‘dead on arrival,’ ‘acute overdose,’ ‘intoxication,’ ‘withdrawal’ and ‘other ORI.’ As a validation of the new classification, an emergency medical technician, paramedic and emergency medical physician reviewed clinical reports and assigned a severity category to 100 randomly selected cases. The algorithm then assessed the same 100 cases to determine if it could accurately identify the severity category for each case.
Findings
Validation of the algorithm by clinical review indicated a substantial level of agreement between the algorithm and the reviewers. Over half of all ORIs were acute overdose (55%), 21% were intoxication, 20% were other ORI, 3% were withdrawal, and 1% were dead on arrival. Overall ORIs decreased in 2020, but the number of ‘dead on arrival’ increased 32% from 2019. Administration of naloxone also differed between the categories, with 95% of acute overdose and 29% of intoxication receiving naloxone.
Conclusions
This novel categorization of emergency medical service opioid‐related incidents in Massachusetts, United States, reveals new trend details and strains on the emergency medical service system. Using these categories also improves dataset linkage within the state and interstate rate comparisons.
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