Observational studyJAMA2021
Association of Dose Tapering With Overdose or Mental Health Crisis Among Patients Prescribed Long-term Opioids.
Observational study in JAMA, 2021. 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 135 papers, 3 of them syntheses 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
135 citing papers in PubMed, 3 syntheses or guidelines pooled it, 263 citations in OpenAlex.
- 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
- Efficacy of interventions to reduce long term opioid treatment for chronic non-cancer pain: systematic review and meta-analysis.BMJ (Clinical research ed.) · 2022Pooled it
- Care Models to Improve Pain and Reduce Opioids Among Patients Prescribed Long-Term Opioid Therapy: The VOICE Randomized Clinical Trial.JAMA internal medicine · 2025Trial
- Strategies to Deimplement Opioid Prescribing in Primary Care: A Cluster Randomized Clinical Trial.JAMA network open · 2024Trial
- Government Direct-to-Consumer Education to Reduce Prescription Opioid Use: A Cluster Randomized Clinical Trial.JAMA network open · 2024Trial
- Reducing Opioid Use for Chronic Pain With a Group-Based Intervention: A Randomized Clinical Trial.JAMA · 2023Trial
- Toward Safer Opioid Prescribing in HIV care (TOWER): a mixed-methods, cluster-randomized trial.Addiction science & clinical practice · 2022Trial
- The constant conflicts of opioid prescribing - GPs' views on treating chronic pain with opioids in primary care: a reflexive qualitative analysis.Scandinavian journal of primary health care · 2026Article
- Pain and Opioid Dose Reduction Based on Substance Use Disorder Status: Secondary Analysis from a Pragmatic Effectiveness Trial.Journal of general internal medicine · 2026Article
- Opioid Therapy Discontinuation in General Practice: Associations with Adjunct Therapies and Somatoform Pain Disorders.Drugs - real world outcomes · 2026Article
- Decreased Gabapentin Prescription Fills Among Medicaid Enrollees Following State-Level Schedule V Controlled Substance Classification in Kentucky and West Virginia.Substance use & addiction journal · 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
- "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
- Primary Care Practitioners' Approaches to Deprescribing Opioids for Older Adults With Chronic Pain: A Qualitative Analysis.Journal of the American Geriatrics Society · 2026Article
- Article
- Predictors of Incident Benzodiazepine Co-prescription Among Patients Prescribed Long-term Opioids.Journal of general internal medicine · 2026Article
- "With this you're not chained down to something": contrasting experiences of opioid agonist treatment and safer supply program participation among people receiving prescribed safer supply.Harm reduction journal · 2026Article
- Impact of chiropractic care on opioid use for noncancer spine pain: systematic review and meta-analysis.Pain reports · 2026Review
- Pharmacists may facilitate opioid tapering before total hip or knee arthroplasty.Annals of joint · 2026Article
75 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Commented on by
- Commented on by
- Commented on by
- Erratum issuedCancer Line.2022
- Erratum issued
Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Opioid-related mortality and national prescribing guidelines have led to tapering of doses among patients prescribed long-term opioid therapy for chronic pain. There is limited information about risks related to tapering, including overdose and mental health crisis. Objective: To assess whether there are associations between opioid dose tapering and rates of overdose and mental health crisis among patients prescribed stable, long-term, higher-dose opioids. Design, Setting, and Participants: Retrospective cohort study using deidentified medical and pharmacy claims and enrollment data from the OptumLabs Data Warehouse from 2008 to 2019. Adults in the US prescribed stable higher doses (mean ≥50 morphine milligram equivalents/d) of opioids for a 12-month baseline period with at least 2 months of follow-up were eligible for inclusion. Exposures: Opioid tapering, defined as at least 15% relative reduction in mean daily dose during any of 6 overlapping 60-day windows within a 7-month follow-up period. Maximum monthly dose reduction velocity was computed during the same period. Main Outcomes and Measures: Emergency or hospital encounters for (1) drug overdose or withdrawal and (2) mental health crisis (depression, anxiety, suicide attempt) during up to 12 months of follow-up. Discrete time negative binomial regression models estimated adjusted incidence rate ratios (aIRRs) of outcomes as a function of tapering (vs no tapering) and dose reduction velocity. Results: The final cohort included 113 618 patients after 203 920 stable baseline periods. Among the patients who underwent dose tapering, 54.3% were women (vs 53.2% among those who did not undergo dose tapering), the mean age was 57.7 years (vs 58.3 years), and 38.8% were commercially insured (vs 41.9%). Posttapering patient periods were associated with an adjusted incidence rate of 9.3 overdose events per 100 person-years compared with 5.5 events per 100 person-years in nontapered periods (adjusted incidence rate difference, 3.8 per 100 person-years [95% CI, 3.0-4.6]; aIRR, 1.68 [95% CI, 1.53-1.85]). Tapering was associated with an adjusted incidence rate of 7.6 mental health crisis events per 100 person-years compared with 3.3 events per 100 person-years among nontapered periods (adjusted incidence rate difference, 4.3 per 100 person-years [95% CI, 3.2-5.3]; aIRR, 2.28 [95% CI, 1.96-2.65]). Increasing maximum monthly dose reduction velocity by 10% was associated with an aIRR of 1.09 for overdose (95% CI, 1.07-1.11) and of 1.18 for mental health crisis (95% CI, 1.14-1.21). Conclusions and Relevance: Among patients prescribed stable, long-term, higher-dose opioid therapy, tapering events were significantly associated with increased risk of overdose and mental health crisis. Although these findings raise questions about potential harms of tapering, interpretation is limited by the observational study design.
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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.