Evidence map›Paper›PMID 36175089›Full record

ArticleBMJ open2022

Profiles of frequent emergency department users with chronic conditions: a latent class analysis.

Yohann Moanahere Chiu, Isabelle Dufour, Josiane Courteau, Alain Vanasse, Maud-Christine Chouinard, Marie-France Dubois, Nicole Dubuc, Nicolas Elazhary, Catherine Hudon

Open access · goldAbstract read
In one paragraph

Article in BMJ open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
3.1field-weighted citation impact, top 8% of its field
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 14 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
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  5. Article
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  7. Article
  8. Frequent Users in Psychiatric Consultations: A 6-Year Retrospective Study in the Emergency Department.International journal of environmental research and public health · 2025
    Observational
  9. Emergency Department Use among Patients with Mental Health Problems: Profiles, Correlates, and Outcomes.International journal of environmental research and public health · 2024
    Article
  10. Profiles of Emergency Department Users with Psychiatric Disorders Related to Barriers to Outpatient Care.International journal of environmental research and public health · 2024
    Article
  11. Article
  12. Characteristics of High-Resource Health System Users in Rural and Remote Regions: A Scoping Review.International journal of environmental research and public health · 2023
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 3 institutions in 2 countries.

Yohann Moanahere ChiuDépartement de médecine de famille et de médecine d'urgence, Université de Sherbrooke, Sherbrooke, Quebec, Canada yohann.chiu@usherbrooke.ca.ORCID 0000-0001-7872-9457
Isabelle DufourÉcole des sciences infirmières, Université de Sherbrooke, Sherbrooke, Quebec, Canada.
Josiane CourteauCentre de recherche du Centre hospitalier universitaire de Sherbrooke, Sherbrooke, Quebec, Canada.
Alain VanasseDépartement de médecine de famille et de médecine d'urgence, Université de Sherbrooke, Sherbrooke, Quebec, Canada.
Maud-Christine ChouinardDépartement des sciences de la santé, Université du Québec à Chicoutimi, Chicoutimi, Quebec, Canada.
Marie-France DuboisDépartement des sciences de la santé communautaire, Université de Sherbrooke, Sherbrooke, Quebec, Canada.
Nicole DubucÉcole des sciences infirmières, Université de Sherbrooke, Sherbrooke, Quebec, Canada.
Nicolas ElazharyDépartement de médecine de famille et de médecine d'urgence, Université de Sherbrooke, Sherbrooke, Quebec, Canada.
Catherine HudonDépartement de médecine de famille et de médecine d'urgence, Université de Sherbrooke, Sherbrooke, Quebec, Canada.ORCID 0000-0001-6140-9916
Université de Sherbrooke · CACentre Hospitalier Universitaire de Sherbrooke · CAUniversité du Québec à Chicoutimi · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesFrequent emergency department users represent a small proportion of users while cumulating many visits. Previously identified factors of frequent use include high physical comorbidity, mental health disorders, poor socioeconomic status and substance abuse. However, frequent users do not necessarily exhibit all these characteristics and they constitute a heterogeneous population. This study aims to establish profiles of frequent emergency department users in an adult population with chronic conditions.

designThis is a retrospective cohort study using administrative databases.

settingAll adults who visited the emergency department between 2012 and 2013 (index date) in the province of Quebec (Canada), diagnosed with at least one chronic condition, and without dementia were included. Patients living in remote areas and who died in the year following their index date were excluded. We used latent class analysis, a probability-based model to establish profiles of frequent emergency department users. Frequent use was defined as having five visits or more during 1 year. Patient characteristics included sociodemographic characteristics, physical and mental comorbidities and prior healthcare utilisation.

resultsOut of 4 51 775 patients who visited emergency departments at least once in 2012-2013, 13 676 (3.03%) were frequent users. Four groups were identified: (1) 'low morbidity' (n=5501, 40.2%), (2) 'high physical comorbidity' (n=3202, 23.4%), (3) 'injury or chronic non-cancer pain' (n=2313, 19.5%) and (4) 'mental health or alcohol/substance abuse' (n=2660, 16.9%).

conclusionsThe four profiles have distinct medical and socioeconomic characteristics. These profiles provide useful information for developing tailored interventions that would address the specific needs of each type of frequent emergency department users.

Indexed as

Chronic PainGraft vs Host DiseaseAdultAnalgesics, OpioidEmergency Service, HospitalHumansLatent Class AnalysisRetrospective StudiesAnalgesics, OpioidACCIDENT & EMERGENCY MEDICINEHEALTH SERVICES ADMINISTRATION & MANAGEMENTPUBLIC HEALTHSTATISTICS & RESEARCH METHODS

Identifiers

PMID36175089
PMCPMC9528600
OpenAlexW4298008821

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.