# A retrospective cohort study evaluating the association between opioid and alcohol-related emergency department presentations and the subsequent risk of hospitalization

**Authors:** Kristen A. Morin, Laura Hill, Shannon Knowlan, Adele Bodson, Paola Nikodem, Natalie Aubin, David C. Marsh, Tara Leary, Arunima Dutta, Arunima Dutta, Arunima Dutta

PMC · DOI: 10.1371/journal.pone.0325083 · PLOS One · 2025-06-11

## TL;DR

This study compares emergency department presentations related to opioid and alcohol use and finds that opioid cases are linked to a higher risk of hospital admission.

## Contribution

The study identifies distinct healthcare patterns and higher hospitalization risks for opioid-related emergency department visits compared to alcohol-related ones.

## Key findings

- Opioid-related ED presentations were associated with a higher likelihood of hospital admission after each additional ED visit.
- Opioid users were younger, more likely to be homeless, and had higher rates of mental disorders and cellulitis compared to alcohol users.
- Despite similar ED revisit rates, opioid-related cases involved more acute healthcare needs.

## Abstract

Our objective was to evaluate the association between two types of substance use presentations in the emergency department (ED) (opioid and alcohol) and the subsequent risk of hospital admission.

The study is a retrospective observational cohort study using administrative data from all patients presenting with substance use disorder (SUD) at Health Sciences North (HSN) from January 1, 2018, to August 31, 2023. Patients were placed in two groups: those with alcohol-related presentations and those with opioid-related presentations. The outcome was the time and number of ED visits between the index ED visit and first admission to the hospital for the substance-related presentation.

A total of 5,240 individuals (45.98%) presented with opioid use, and 6,140 individuals (45.61%) presented with alcohol use. The opioid group was younger (mean age = 36.86 years, compared to 44.58 years in the alcohol group) and had higher rates of current homelessness (37.47% vs. 9.63%), a higher prevalence of mental disorders (15.71% vs. 10.68%), and a greater likelihood of being diagnosed with cellulitis (5.24% vs. 0.52%). Despite similarities in 30-day ED revisits (41.53% for alcohol vs. 40.88% for opioids) and mean length of stay (12.16 days for opioids vs. 10.04 days for alcohol), individuals in the opioid group had a higher likelihood of inpatient admission with each additional ED visit (hazard ratio = 1.28, 95% CI [1.19, 1.37]).

Our findings highlight the healthcare needs of individuals presenting to the ED with opioid use versus alcohol use, with opioid-related cases involving more acute and complex healthcare presentations.

## Linked entities

- **Diseases:** cellulitis (MONDO:0005230)

## Full-text entities

- **Diseases:** SUD (MESH:D019966)
- **Chemicals:** alcohol (MESH:D000438)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12157778/full.md

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12157778/full.md

## References

31 references — full list in the complete paper: https://tomesphere.com/paper/PMC12157778/full.md

---
Source: https://tomesphere.com/paper/PMC12157778