ArticlePain2015
Variability in opioid prescription monitoring and evidence of aberrant medication taking behaviors in urban safety-net clinics.
Article in Pain, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 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
13 citing papers in PubMed, 1 synthesis or guideline pooled it, 24 citations in OpenAlex.
- Executive summary of the guideline for prescribing opioid analgesics for chronic non-cancer pain (third edition) by the Japan Society of Pain Clinicians.Journal of anesthesia · 2025Guideline
- A Multicomponent Intervention to Improve Primary Care Provider Adherence to Chronic Opioid Therapy Guidelines and Reduce Opioid Misuse: A Cluster Randomized Controlled Trial Protocol.Journal of substance abuse treatment · 2016Trial
- Article
- Consensus statement on chronic pain treatment in cancer survivors.Journal of anesthesia · 2025Review
- Study protocol for the targeting effective analgesia in clinics for HIV (TEACH) study - a cluster randomized controlled trial and parallel cohort to increase guideline concordant care for long-term opioid therapy among people living with HIV.HIV research & clinical practice · 2019Article
- Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions.JAMA network open · 2019Article
- The opioid epidemic: a central role for the blood brain barrier in opioid analgesia and abuse.Fluids and barriers of the CNS · 2017Review
- Factors Associated with Opioid Dose Increases: A Chart Review of Patients' First Year on Long-Term Opioids.Pain medicine (Malden, Mass.) · 2017Article
- Article
- Prescribed opioids in primary care: cross-sectional and longitudinal analyses of influence of patient and practice characteristics.BMJ open · 2016Article
- Primary care providers' experiences with urine toxicology tests to manage prescription opioid misuse and substance use among chronic noncancer pain patients in safety net health care settings.Substance abuse · 2016Article
- A multicomponent intervention to improve adherence to opioid prescribing and monitoring guidelines in primary care.Journal of opioid managementArticle
- Guideline adherence and reasons for recommending dose reduction in a primary care-based opioid management clinic.Journal of opioid managementArticle
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 3 institutions in 1 country.
Funding
Abstract
Little is known about variability in primary care providers' (PCPs) adherence to opioid-monitoring guidelines for patients. We examined variability of adherence to monitoring guidelines among PCPs and ascertained the relationship between PCP adherence and opioid misuse by their patients. We included primary care patients receiving long-term opioids (≥3 prescriptions within 6 months) for chronic noncancer pain and PCPs with ≥4 eligible patients. We examined guideline adherence using: (1) electronic health record documentation of opioid treatment agreement, (2) past-year urine drug screen (UDS), and (3) evidence of misuse through early refills (≥2 opioid prescriptions written 7-25 days after the previous prescription). Covariates included morphine equivalent daily opioid medication dose (MED, >50 mg/d vs ≤50mg/d). Multilevel regression models assessed variability among PCPs, and odds ratios examined associations among patient-level binary outcomes. Sixty-seven PCPs prescribed opioids to 1546 patients. Significant variability was found between PCPs in use of agreement (variance = 1.27, P < 0.001), UDS (variance = 1.75, P < 0.001), and early refills (variance = 0.29, P = 0.002). Primary care providers had a mean of 48% of patients with agreement (range, 9%-84%), 56% with ≥1 UDS (range, 7%-91%) and 36% with early refills (range, 19%-60%). High MED among patients was associated with increased odds of agreement (1.93, confidence interval [CI], 1.53-2.44), UDS (2.65, CI: 2.06-3.41), and early refill (2.92, CI: 2.30-3.70). Primary care providers varied significantly in adherence to opioid prescription guidelines. Increased patient risk was associated with increased monitoring and with greater misuse. Future work should study system-level interventions to enable clinical monitoring and support opioid guideline adherence.
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What OpenQuestion holds
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.