ArticleJAMA network open2022
Opioid Dose Trajectories and Associations With Mortality, Opioid Use Disorder, Continued Opioid Therapy, and Health Plan Disenrollment.
Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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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.
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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
17 citing papers in PubMed, 23 citations in OpenAlex.
- Care Models to Improve Pain and Reduce Opioids Among Patients Prescribed Long-Term Opioid Therapy: The VOICE Randomized Clinical Trial.JAMA internal medicine · 2025Trial
- Prevalence and associated factors of opioid-related disorders among patients with chronic pain: a single-center retrospective study in a Chinese tertiary hospital.BMC anesthesiology · 2026Article
- Transparent reporting of group-based trajectory modeling to study medication adherence: Practical considerations and common pitfalls.Journal of managed care & specialty pharmacy · 2026Article
- Association between sustained opioid use and survival or major adverse cardiovascular events after total knee arthroplasty: evidence from a population-based cohort.BMC anesthesiology · 2026Article
- Patterns of long-term opioid therapy with prior nonpharmacologic pain management utilization.Scientific reports · 2025Article
- The recent trend of twin epidemic in the United States: a 10-year longitudinal cohort study of co-prescriptions of opioids and stimulants.Lancet regional health. Americas · 2025Article
- Unsupervised machine learning identifies opioid taper reversal patterns in a longitudinal cohort (2008-2018).PLOS digital health · 2025Article
- Chronic Opioid Use After Implementation of Oregon's Medicaid Back Pain Policy.American journal of preventive medicine · 2025Article
- Association of initial opioid prescription duration and an opioid refill by pain diagnosis: Evidence from outpatient settings in ten US health systems.Preventive 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
- Trajectories of opioid prescribing by general dentists, specialists, and oral and maxillofacial surgeons in the United States, 2015-2019.Journal of the American Dental Association (1939) · 2024Article
- An individual segmented trajectory approach for identifying opioid use patterns using longitudinal dispensing data.Pharmacoepidemiology and drug safety · 2024Article
- Association Between Opioid Dose Reduction Rates and Overdose Among Patients Prescribed Long-Term Opioid Therapy.Substance abuse · 2023Article
- Long-term opioid therapy trajectories and overdose in patients with and without cancer.BMJ oncology · 2023Article
- Optimizing methadone dose adjustment in patients with opioid use disorder.Frontiers in psychiatry · 2023Article
- New Alcohol-related Condition Diagnoses Are Associated With Opioid Tapers Among Patients Receiving Long-term Opioid Therapy.Journal of addiction medicineArticle
- Prescription Opioid Use before and after Diagnosis of Cancer Among Older Cancer Survivors With Non-Cancer Chronic Pain Conditions (NCPCs): An Application of Group-Based Trajectory Modeling (GBTM).Cancer control : journal of the Moffitt Cancer CenterArticle
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 1 country.
Funding
Abstract
Importance: Uncertainty remains about the longer-term benefits and harms of different opioid management strategies, such as tapering and dose escalation. For instance, opioid tapering could help patients reduce opioid exposure to prevent opioid use disorder, but patients may also seek care elsewhere and engage in nonprescribed opioid use. Objective: To evaluate the association between opioid dose trajectories observed in practice and patient outcomes. Design, Setting, and Participants: This retrospective cohort study was conducted in 3 health systems in Colorado and Wisconsin. The study population included patients receiving long-term opioid therapy between 50 and 200 morphine milligram equivalents between August 1, 2014, and July 31, 2017. Follow-up ended on December 31, 2019. Data were analyzed from January 2020 to August 2022. Exposures: Group-based trajectory modeling identified 5 dosing trajectories over 1 year: 1 decreasing, 1 high-dose increasing, and 3 stable. Main Outcomes and Measures: Primary outcomes assessed after the trajectory period were 1-year all-cause mortality, incident opioid use disorder, continued opioid therapy at 1 year, and health plan disenrollment. Associations were tested using Cox proportional hazards regression and log-binomial models, adjusting for baseline covariates. Results: A total of 3913 patients (mean [SD] age, 59.2 [14.4] years; 2767 White non-Hispanic [70.7%]; 2237 female patients [57.2%]) were included in the study. Compared with stable trajectories, the decreasing dose trajectory was negatively associated with opioid use disorder (adjusted hazard ratio [aHR], 0.40; 95% CI, 0.29-0.55) and continued opioid therapy (site 1: adjusted relative risk [aRR], 0.39; 95% CI, 0.34-0.44), but was positively associated with health plan disenrollment (aHR, 1.66; 95% CI, 1.24-2.22). The decreasing trajectory was not associated with mortality (aHR, 1.28; 95% CI, 0.87-1.86). In contrast, the high-dose increasing trajectory was positively associated with mortality (aHR, 2.19; 95% CI, 1.44-3.32) and opioid use disorder (aHR, 1.81; 95% CI, 1.39-2.37) but was not associated with disenrollment (aHR, 0.90; 95% CI, 0.56-1.42) or continued opioid therapy (site 1: aRR, 0.98; 95% CI, 0.94-1.03). Conclusions and Relevance: In this cohort study, decreasing opioid dose was associated with reduced risk of opioid use disorder and continued opioid therapy but increased risk of disenrollment compared with stable dosing, whereas the high-dose increasing trajectory was associated with an increased risk of mortality and opioid use disorder. These findings can inform opioid management decision-making.
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