ArticleJAMA network open2022
Long-term Risk of Overdose or Mental Health Crisis After Opioid Dose Tapering.
Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 62 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
62 citing papers in PubMed, 1 synthesis or guideline pooled it, 88 citations in OpenAlex.
- 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
- Understanding the characteristics and comorbidities of primary care patients with risky opioid use: Baseline data from the multi-site "Subthreshold Opioid Use Disorder Prevention" (STOP) Trial.Journal of general internal medicine · 2025Trial
- 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
- "Safer supply is the thing that changes everything": the role of prescribed safer supply in rebuilding trust following experiences of medical abandonment.BMC public health · 2026Article
- Article
- Differences in the use of pharmacologic and nonpharmacologic treatments among patients with chronic low back pain between 2017 and 2021: A cross-sectional study of commercial claims.The journal of pain · 2026Article
- Predictors of Incident Benzodiazepine Co-prescription Among Patients Prescribed Long-term Opioids.Journal of general internal medicine · 2026Article
- Chronic Pain and Opioids in the Elderly: Treating the Brain, Not Just the Body.International journal of environmental research and public health · 2026Review
- Understanding Practitioner Comfort and Educational Priorities for Safe Opioid Prescribing: A Repeated Cross-Sectional Study.Journal of pain research · 2026Article
- Pharmacists may facilitate opioid tapering before total hip or knee arthroplasty.Annals of joint · 2026Article
- Association Between Opioid Dosage Tapering and Opioid Overdose Among Long-Term Higher-Dose Opioid Users.AJPM focus · 2025Article
- Risks for Adverse Events by Sex and Age After Prescription Opioid Dose Reduction: A Secondary Analysis Across 8 U.S. Health Systems.American journal of preventive medicine · 2025Observational
- Dose trajectories associated with non-fatal overdose among patients co-prescribed opioids and benzodiazepines: Retrospective cohort study.Drug and alcohol dependence · 2025Article
- Clinical risk factors for unscheduled health care attendance for chronic pain management, and associated treatment costs.Pain reports · 2025Article
- Inequities in Opioid Administration by Race and Ethnicity for Hospitalized Patients With and Without Substance Use Disorders.Journal of general internal medicine · 2025Article
- Association between rapid opioid reduction or discontinuation and self-harm, suicide attempt, and suicide death among patients receiving high-dose, long-term opioid therapy in North Carolina, 2006-2018.American journal of epidemiology · 2025Article
- Mini-review: Perioperative pain management in gynecologic oncology - strategies and future directions.Gynecologic oncology reports · 2025Review
- Opioid deprescribing: rethinking policies to facilitate better patient outcomes.Pain management · 2025Review
- Outcomes of Discontinuing Long-Term Opioid Therapy among Older Cancer Survivors in Long-Term Care Settings.Journal of the American Medical Directors Association · 2025Article
- Unsupervised machine learning identifies opioid taper reversal patterns in a longitudinal cohort (2008-2018).PLOS digital health · 2025Article
2 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
Importance: Patients prescribed long-term opioid therapy are increasingly undergoing dose tapering. Recent studies suggest that tapering is associated with short-term risks of substance misuse, overdose, and mental health crisis, although lower opioid dose could reduce risks of adverse events over the longer term. Objective: To assess the longer-term risks of overdose or mental health crisis associated with opioid dose tapering. Design, Setting, and Participants: This is a cohort study using an exposure-crossover analysis. Data were obtained from the OptumLabs Data Warehouse, which includes deidentified medical and pharmacy claims and enrollment records for commercial insurance and Medicare Advantage enrollees, representing a diverse mixture of ages, races, ethnicities, and geographical regions across the US. Participants were US adults who underwent opioid dose tapering from 2008 to 2017 after a 12-month baseline period of stable daily dosing of 50 morphine milligram equivalents or higher and who had at least 1 month of long-term follow-up during a postinduction period beginning 12 months after taper initiation. Data analysis was performed from October 2021 to April 2022. Exposures: Opioid tapering, defined as 15% or more relative reduction in mean daily dose during any of 6 overlapping 60-day windows within a 7-month follow-up period after the stable baseline period. Main Outcomes and Measures: Emergency or hospital encounters for drug overdose or withdrawal and mental health crisis (depression, anxiety, or suicide attempt). Outcome counts were assessed in pretaper and postinduction periods (from 12 to 24 months after taper initiation). Results: The study included 21 515 tapering events among 19 377 patients with a mean (SD) of 9.1 (2.7) months of postinduction follow-up per event (median [IQR], 10 [8-11] months). Patients had a mean (SD) age of 56.9 (11.2) years, 11 581 (53.8%) were female, and 8217 (38.2%) had commercial insurance (vs Medicare Advantage). In conditional negative binomial regression analyses, adjusted incidence rate ratios for the postinduction period compared with the pretaper period were 1.57 (95% CI, 1.42-1.74) for overdose or withdrawal and 1.52 (95% CI, 1.35-1.71) for mental health crisis. Conclusions and Relevance: These findings suggest that opioid tapering was associated with increased rates of overdose, withdrawal, and mental health crisis extending up to 2 years after taper initiation.
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Registered trials
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.