ArticleBMC health services research2006
Predictors of opioid misuse in patients with chronic pain: a prospective cohort study.
Article in BMC health services research, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 179 papers, 6 of them syntheses that pooled it.
What it found
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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.
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.
AVINZA Control of Chronic Pain, Effectiveness and Safety Study (ACCESS 2008) A Multi-Center Study to Evaluate the Effectiveness and Tolerability of AVINZA for Chronic Moderate-Severe Pain: A Focus on Risk Minimization Assessment, Intervention and Outcomes
Integrating the Patient Voice Into Comparative Effectiveness Trial of Communication Strategies in the Management of Chronic Pain
Who cites it
179 citing papers in PubMed, 6 syntheses or guidelines pooled it, 514 citations in OpenAlex.
- Progress in Pathological and Therapeutic Research of HIV-Related Neuropathic Pain.Cellular and molecular neurobiology · 2023Pooled it
- 2017 HIVMA of IDSA Clinical Practice Guideline for the Management of Chronic Pain in Patients Living With HIV.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2017Guideline
- Guideline for opioid therapy and chronic noncancer pain.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2017Guideline
- Pooled it
- Outcomes associated with opioid use in the treatment of chronic noncancer pain in older adults: a systematic review and meta-analysis.Journal of the American Geriatrics Society · 2010Pooled it
- Clinical guidelines for the use of chronic opioid therapy in chronic noncancer pain.The journal of pain · 2009Guideline
- Hazardous alcohol use is associated with greater pain interference and prescription opioid misuse among persons living with HIV and chronic pain.BMC public health · 2021Trial
- Cannabis Use is Associated with Lower Odds of Prescription Opioid Analgesic Use Among HIV-Infected Individuals with Chronic Pain.Substance use & misuse · 2018Trial
- The association between negative affect and prescription opioid misuse in patients with chronic pain: the mediating role of opioid craving.The journal of pain · 2014Trial
- Cognitive-affective and somatic side effects of morphine and pentazocine: side-effect profiles in healthy adults.Pain medicine (Malden, Mass.) · 2010Trial
- Methodological innovations to advance substance use disorder research: Proceedings of a NIDA workshop on target trial emulation and translational testing of digital health tools.Journal of substance use and addiction treatment · 2026Article
- Machine Learning Prediction and Reducing Overdoses With Electronic Health Record Nudges (mPROVEN) in the Primary Care Setting: Protocol for a Cluster Randomized Controlled Trial.JMIR research protocols · 2026Article
- Discrepancies in Urine Drug Screening Among Patients Receiving Chronic Opioid Therapy for Non-Cancer Pain: A Retrospective Review.Current pain and headache reports · 2026Review
- The accuracy and reliability of patient-reported opioid consumption following surgical fracture management.Pain reports · 2026Article
- Developing and Validating a Machine Learning Algorithm to Predict the Risk of Incident Opioid Use Disorder Among OneFlorida+ Patients: Prognostic Modeling Study.Journal of medical Internet research · 2026Article
- What Drives Risky Prescription Opioid Use?: Evidence from Migration.The quarterly journal of economics · 2025Article
- Prevalence of THC-Positive Urine Drug Screens in Patients Receiving Chronic Opioid Therapy: A Retrospective Review.Psychopharmacology bulletin · 2025Article
- Post-discharge opioid utilization patterns in orthopedic patients are underestimated: an explorative study.Pain management · 2025Article
- Mitigating Sociodemographic Bias in Opioid Use Disorder Prediction: Fairness-Aware Machine Learning Framework.JMIR AI · 2024Article
- Prevalence and factors associated with opioid use disorder among adolescents with sickle cell disease in Mulago hospital, Uganda.Child and adolescent psychiatry and mental health · 2024Article
119 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundOpioid misuse can complicate chronic pain management, and the non-medical use of opioids is a growing public health problem. The incidence and risk factors for opioid misuse in patients with chronic pain, however, have not been well characterized. We conducted a prospective cohort study to determine the one-year incidence and predictors of opioid misuse among patients enrolled in a chronic pain disease management program within an academic internal medicine practice.
methodsOne-hundred and ninety-six opioid-treated patients with chronic, non-cancer pain of at least three months duration were monitored for opioid misuse at pre-defined intervals. Opioid misuse was defined as: 1. Negative urine toxicological screen (UTS) for prescribed opioids; 2. UTS positive for opioids or controlled substances not prescribed by our practice; 3. Evidence of procurement of opioids from multiple providers; 4. Diversion of opioids; 5. Prescription forgery; or 6. Stimulants (cocaine or amphetamines) on UTS.
resultsThe mean patient age was 52 years, 55% were male, and 75% were white. Sixty-two of 196 (32%) patients committed opioid misuse. Detection of cocaine or amphetamines on UTS was the most common form of misuse (40.3% of misusers). In bivariate analysis, misusers were more likely than non-misusers to be younger (48 years vs 54 years, p < 0.001), male (59.6% vs. 38%; p = 0.023), have past alcohol abuse (44% vs 23%; p = 0.004), past cocaine abuse (68% vs 21%; p < 0.001), or have a previous drug or DUI conviction (40% vs 11%; p < 0.001%). In multivariate analyses, age, past cocaine abuse (OR, 4.3), drug or DUI conviction (OR, 2.6), and a past alcohol abuse (OR, 2.6) persisted as predictors of misuse. Race, income, education, depression score, disability score, pain score, and literacy were not associated with misuse. No relationship between pain scores and misuse emerged.
conclusionOpioid misuse occurred frequently in chronic pain patients in a pain management program within an academic primary care practice. Patients with a history of alcohol or cocaine abuse and alcohol or drug related convictions should be carefully evaluated and followed for signs of misuse if opioids are prescribed. Structured monitoring for opioid misuse can potentially ensure the appropriate use of opioids in chronic pain management and mitigate adverse public health effects of diversion.
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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.