ArticleJAMA network open2019
Association Between Opioid Dose Variability and Opioid Overdose Among Adults Prescribed Long-term Opioid Therapy.
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.
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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.
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Who cites it
58 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Multimorbidity and analgesic-related harms: a systematic review.British journal of anaesthesia · 2025Pooled it
- Predictors of fatal and nonfatal overdose after prescription of opioids for chronic pain: a systematic review and meta-analysis of observational studies.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2023Pooled it
- CDC Clinical Practice Guideline for Prescribing Opioids for Pain - United States, 2022.MMWR. Recommendations and reports : Morbidity and mortality weekly report. Recommendations and reports · 2022Guideline
- Mental disorder and opioid overdose: a systematic review.Social psychiatry and psychiatric epidemiology · 2022Pooled it
- A wearable acoustofluidic patch for rapid reversal of opioid overdose.Nature communications · 2026Article
- Long-Term Opioid Therapy Tapering and Risk of Substance Use Disorder and Overdose: Differences by Opioid Dose and Duration.Journal of general internal medicine · 2026Article
- Mediation of chronic pain and disability on opioid use disorder risk by pain management practices among adult Medicaid patients, 2016-2019.American journal of epidemiology · 2026Article
- Predictors of Incident Benzodiazepine Co-prescription Among Patients Prescribed Long-term Opioids.Journal of general internal medicine · 2026Article
- Recanting Twins: Addressing Intermediate Confounding in Mediation Analysis.Statistics in medicine · 2026Article
- Prescription opioid discontinuation and mortality due to suicide or unintentional overdose.Pain · 2026Article
- Dose trajectories associated with non-fatal overdose among patients co-prescribed opioids and benzodiazepines: Retrospective cohort study.Drug and alcohol dependence · 2025Article
- 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 · 2025Article
- Incidence of Opioid Dose Tapering Among Older Adults Enrolled in Medicare.Innovation in aging · 2025Article
- Pharmacological Strategies to Decrease Long-Term Prescription Opioid Use: A Systematic Review.Journal of clinical medicine · 2024Review
- Pain Management Treatments and Opioid Use Disorder Risk in Medicaid Patients.American journal of preventive medicine · 2024Article
- Are opioids effective analgesics and is physiological opioid dependence benign? Revising current assumptions to effectively manage long-term opioid therapy and its deprescribing.British journal of clinical pharmacology · 2024Review
- Long-term opioid therapy trajectories in veteran patients with and without substance use disorder.Addictive behaviors · 2024Article
- Prescription Opioid Dose Reductions and Potential Adverse Events: a Multi-site Observational Cohort Study in Diverse US Health Systems.Journal of general internal medicine · 2024Observational
- Independent and joint contributions of physical disability and chronic pain to incident opioid use disorder and opioid overdose among Medicaid patients.Psychological medicine · 2024Article
- Impact of 30-day prescribed opioid dose trajectory on fatal overdose risk: A population-based, statewide cohort study.Journal of general internal medicine · 2024Article
Corrections and comments
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Authors and funding
5 authors.
Funding
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.
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