Evidence map›Paper›PMID 37780096›Full record

ArticlePain research & management2023

Racial, Ethnic, and Language-Based Inequities in Inpatient Opioid Prescribing by Diagnosis from Internal Medicine Services, a Retrospective Cohort Study.

Mihir Joshi, Priya A Prasad, Colin C Hubbard, Nicholas Iverson, Solmaz P Manuel, Margaret C Fang, Aksharananda Rambachan

Open access · goldAbstract read
In one paragraph

Article in Pain research & management, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.9field-weighted citation impact, top 22% 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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Article
  2. 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

7 authors at 3 institutions in 1 country.

Mihir JoshiSanta Clara Valley Medical Center, San Jose, USA.ORCID 0009-0001-8189-8443
Priya A PrasadUniversity of California San Francisco, Department of Medicine, Division of Hospital Medicine, San Francisco, USA.
Colin C HubbardUniversity of California San Francisco, Department of Medicine, Division of Hospital Medicine, San Francisco, USA.ORCID 0000-0003-4516-1601
Nicholas IversonDivision of Hospital Medicine, San Francisco General Hospital and Trauma Center, San Francisco, California, USA.ORCID 0000-0001-5799-9319
Solmaz P ManuelUniversity of California San Francisco, Department of Anesthesia and Perioperative Care, San Francisco, USA.ORCID 0000-0002-7061-066X
Margaret C FangUniversity of California San Francisco, Department of Medicine, Division of Hospital Medicine, San Francisco, USA.ORCID 0000-0003-3362-1543
Aksharananda RambachanUniversity of California San Francisco, Department of Medicine, Division of Hospital Medicine, San Francisco, USA.ORCID 0000-0002-8506-5086
San Francisco General Hospital · USSanta Clara Valley Medical Center · USUniversity of California, San Francisco · US

Funding

VARC CoreP30AG044281 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Louise C. Walter · 2013 to 2026
$19.9M
Use and outcomes of anticoagulants for the treatment and prevention of thrombosis among hospitalized patientsK24HL141354 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI FANG, MARGARET C. · 2018 to 2022
$731k
NHLBI NIH HHS K24 HL141354NIA NIH HHS P30 AG044281
6 · The paper itself

Abstract

Introduction: Opioid administration is extremely common in the inpatient setting, yet we do not know how the administration of opioids varies across different medical conditions and patient characteristics on internal medicine services. Our goal was to assess racial, ethnic, and language-based inequities in opioid prescribing practices for patients admitted to internal medicine services. Methods: We conducted a retrospective cohort study of all adult patients admitted to internal medicine services from 2013 to 2021 and identified subcohorts of patients treated for the six most frequent primary hospital conditions (pneumonia, sepsis, cellulitis, gastrointestinal bleed, pyelonephritis/urinary tract infection, and respiratory disease) and three select conditions typically associated with pain (abdominal pain, acute back pain, and pancreatitis). We conducted a negative binomial regression analysis to determine how average administered daily opioids, measured as morphine milligram equivalents (MMEs), were associated with race, ethnicity, and language, while adjusting for additional patient demographics, hospitalization characteristics, medical comorbidities, prior opioid therapy, and substance use disorders. Results: The study cohort included 61,831 patient hospitalizations. In adjusted models, we found that patients with limited English proficiency received significantly fewer opioids (66 MMEs, 95% CI: 52, 80) compared to English-speaking patients (101 MMEs, 95% CI: 91, 111). Asian (59 MMEs, 95% CI: 51, 66), Latinx (89 MMEs, 95% CI: 79, 100), and multi-race/ethnicity patients (81 MMEs, 95% CI: 65, 97) received significantly fewer opioids compared to white patients (103 MMEs, 95% CI: 94, 112). American Indian/Alaska Native (227 MMEs, 95% CI: 110, 344) patients received significantly more opioids. Significant inequities were also identified across race, ethnicity, and language groups when analyses were conducted within the subcohorts. Most notably, Asian and Latinx patients received significantly fewer MMEs and American Indian/Alaska Native patients received significantly more MMEs compared to white patients for the top six most frequent conditions. Most patients from minority groups also received fewer MMEs compared to white patients for three select pain conditions.

Indexed as

Analgesics, OpioidInpatientsAbdominal PainAdultDrug PrescriptionsHumansPostoperative PainPractice Patterns, Physicians'Retrospective StudiesAnalgesics, Opioid

Identifiers

PMID37780096
PMCPMC10539084
OpenAlexW4386915579

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.