Evidence map›Paper›PMID 31002325›Full record

ArticleJAMA network open2019

Association Between Opioid Dose Variability and Opioid Overdose Among Adults Prescribed Long-term Opioid Therapy.

Jason M Glanz, Ingrid A Binswanger, Susan M Shetterly, Komal J Narwaney, Stan Xu

Abstract read
In one paragraph

Article in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
58citing papers in PubMed, 4 pooled it
–field-weighted citation impact
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

58 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. CDC Clinical Practice Guideline for Prescribing Opioids for Pain - United States, 2022.MMWR. Recommendations and reports : Morbidity and mortality weekly report. Recommendations and reports · 2022
    Guideline
  4. Mental disorder and opioid overdose: a systematic review.Social psychiatry and psychiatric epidemiology · 2022
    Pooled it
  5. Article
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  12. Racial, ethnic, and sex disparities in buprenorphine treatment from emergency departments by discharge diagnosis.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2025
    Article
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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

5 authors.

Jason M GlanzInstitute for Health Research, Kaiser Permanente Colorado, Aurora.
Ingrid A BinswangerInstitute for Health Research, Kaiser Permanente Colorado, Aurora.
Susan M ShetterlyInstitute for Health Research, Kaiser Permanente Colorado, Aurora.
Komal J NarwaneyInstitute for Health Research, Kaiser Permanente Colorado, Aurora.
Stan XuInstitute for Health Research, Kaiser Permanente Colorado, Aurora.

Funding

Applying Big Data Analytics to Study the Impact of Opioid Prescribing Policy Changes on Prescribing Behavior and Overdose OutcomesR56DA044302 · NIDA · KAISER FOUNDATION RESEARCH INSTITUTE · PI BINSWANGER, INGRID A, GLANZ, JASON M · 2017 to 2017
$475k
NIDA NIH HHS R56 DA044302
6 · The paper itself

Abstract

Importance: Attempts to discontinue opioid therapy to reduce the risk of overdose and adhere to prescribing guidelines may lead patients to be exposed to variability in opioid dosing. Such dose variability may increase the risk of opioid overdose even if therapy discontinuation is associated with a reduction in risk. Objective: To examine the association between opioid dose variability and opioid overdose. Design, Setting, and Participants: A nested case-control study was conducted in a large Colorado integrated health plan and delivery system from January 1, 2006, through June 30, 2018. Cohort members were individuals prescribed long-term opioid therapy. Exposures: Dose variability was defined as the SD of the milligrams of morphine equivalents across each patient's follow-up and categorized based on the quintile distribution of the SD in the cohort (0-5.3, 5.4-9.1, 9.2-14.6, 14.7-27.2, and >27.2 mg of morphine equivalents). Main Outcomes and Measures: Opioid overdose cases were identified using International Classification of Diseases, Ninth Revision and International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes. Each case patient with overdose was matched to up to 20 control patients using risk set sampling. Conditional logistic regression models were used to generate matched odds ratios and 95% CIs, adjusted for age, sex, race/ethnicity, drug or alcohol use disorder, tobacco use, benzodiazepine dispensings, medical comorbidities, mental health disorder, opioid dose, and opioid formulation. Results: In a cohort of 14 898 patients (mean [SD] age, 56.3 [16.0] years; 8988 [60.3%] female) prescribed long-term opioid therapy, 228 case patients with incident opioid overdose were matched to 3547 control patients. The mean (SD) duration of opioid therapy was 36.7 (33.7) months in case patients and 33.0 (30.9) months in control patients. High-dose variability (SD >27.2 mg of morphine equivalents) was associated with a significantly increased risk of overdose compared with low-dose variability (matched odds ratio, 3.32; 95% CI, 1.63-6.77) independent of opioid dose. Conclusions and Relevance: Variability in opioid dose may be a risk factor for opioid overdose, suggesting that practitioners should seek to minimize dose variability when managing long-term opioid therapy.

Indexed as

AdultAnalgesics, OpioidBenzodiazepinesCase-Control StudiesCohort StudiesColoradoDose-Response Relationship, DrugDrug Dosage CalculationsDrug OverdoseFemaleHumansMaleMiddle AgedMorphineOdds RatioRisk FactorsAnalgesics, OpioidBenzodiazepinesMorphine

Identifiers

PMID31002325
PMCPMC6481879

What OpenQuestion holds

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LicenceCC BY
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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.