ArticleBMJ quality & safety2022
Association of clinical competence, specialty and physician country of origin with opioid prescribing for chronic pain: a cohort study.
Article in BMJ quality & safety, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.
- Predictors for success and failure in international medical graduates: a systematic review of observational studies.BMC medical education · 2024Pooled it
- Expectations and communication in opioid pain management: a qualitative study of patients' experience.Scandinavian journal of primary health care · 2026Article
- Chronic opioid prescription rates following long-segment lumbar instrumentation: A comparison of academic and nonacademic centers.North American Spine Society journal · 2026Article
- Post-discharge opioid prescribing after surgery in the United States: a population-based analysis of specialty variation and prescribing intensity.Lancet regional health. Americas · 2026Article
- Validation of the Kuopio Questionnaire on Pain Management Attitudes Among Healthcare Personnel in a Finnish Teaching Hospital.Journal of pain research · 2026Article
- Article
- Opioid use in postoperative pain management of pediatric appendectomy patients in Japan.Journal of anesthesia · 2025Article
- Observational
- Does Physicians' Clinical Competence, Communication Ability, or Cultural Background Influence Potentially Inappropriate Prescribing of Benzodiazepines and Z-Drugs Among Older Adults With Insomnia?Pharmacoepidemiology and drug safety · 2024Article
- Article
- Understanding general practitioners' prescribing choices to patients with chronic low back pain: a discrete choice experiment.International journal of clinical pharmacy · 2024Article
- Exploring Factors Associated with Prescribers' Comfort Levels in Analgesic Prescribing in Quebec.Journal of pain research · 2024Article
- Clinical competence, communication ability and adherence to choosing wisely recommendations for lipid reducing drug use in older adults.BMC geriatrics · 2023Article
- An Exploratory Analysis of Differential Prescribing of High-Risk Opioids by Insurance Type Among Patients Seen by the Same Clinician.Journal of general internal medicine · 2023Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAlthough little is known about why opioid prescribing practices differ between physicians, clinical competence, specialty training and country of origin may play a role. We hypothesised that physicians with stronger clinical competence and communication skills are less likely to prescribe opioids and prescribe lower doses, as do medical specialists and physicians from Asia.
methodsOpioid prescribing practices were examined among international medical graduates (IMGs) licensed to practise in the USA who evaluated Medicare patients for chronic pain problems in 2014-2015. Clinical competence was assessed by the Educational Commission for Foreign Medical Graduates (ECFMG) Clinical Skills Assessment. Physicians in the ECFMG database were linked to the American Medical Association Masterfile. Patients evaluated for chronic pain were obtained by linkage to Medicare outpatient and prescription files. Opioid prescribing was measured within 90 days of evaluation visits. Prescribed dose was measured using morphine milligram equivalents (MMEs). Generalised estimating equation logistic and linear regression estimated the association of clinical competence, specialty, and country of origin with opioid prescribing and dose.
results7373 IMGs evaluated 65 012 patients for chronic pain; 15.2% received an opioid prescription. Increased clinical competence was associated with reduced opioid prescribing, but only among female physicians. For every 10% increase in the clinical competence score, the odds of prescribing an opioid decreased by 16% for female physicians (OR 0.84, 95% CI 0.75 to 0.94) but not male physicians (OR 0.99, 95% CI 0.92 to 1.07). Country of origin was associated with prescribed opioid dose; US and Canadian citizens prescribed higher doses (adjusted MME difference +3.56). Primary care physicians were more likely to prescribe opioids, but surgical and hospital-based specialists prescribed higher doses.
conclusionsClinical competence at entry into US graduate training, physician gender, specialty and country of origin play a role in opioid prescribing practices.
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