ArticleBMJ open2016
Prescribed opioids in primary care: cross-sectional and longitudinal analyses of influence of patient and practice characteristics.
Article in BMJ open, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 60 papers, 2 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
60 citing papers in PubMed, 2 syntheses or guidelines pooled it, 95 citations in OpenAlex.
- Pooled it
- Effectiveness of interventions on the appropriate use of opioids for noncancer pain among hospital inpatients: A systematic review.British journal of clinical pharmacology · 2020Pooled it
- Trial
- An adaptable implementation package targeting evidence-based indicators in primary care: A pragmatic cluster-randomised evaluation.PLoS medicine · 2020Trial
- Unwarranted variation in potentially inappropriate medication in general practice: a Danish nationwide register-based cohort study.BMJ open · 2026Article
- The impact of opioid prescribing guidelines on opioid dispensation: A systematic review and meta-analysis.Canadian journal of pain = Revue canadienne de la douleur · 2026Review
- Anti-vertigo drug prescribing for patients with vestibular symptoms in primary care: a retrospective observational cohort study.BJGP open · 2025Article
- What should a learning health system look like?BMJ open quality · 2025Article
- Explainable AI reveals tissue pathology and psychosocial drivers of opioid prescription for non-specific chronic low back pain.Scientific reports · 2025Article
- Observational
- The prescribing of opioids for chronic non-cancer pain in the menopausal and postmenopausal population: a drug utilisation study in the UK.BJGP open · 2025Article
- Patterns of analgesic utilisation among people with knee osteoarthritis: a cohort study using UK primary care data.Journal of pharmaceutical policy and practice · 2025Article
- Nudging strategies to influence prescribers' behavior toward reducing opioid prescriptions: a systematic scoping review.The Journal of international medical research · 2024Article
- Patterns and trends of medicinal poisoning substances: a population-based cohort study of injuries in 0-11 year old children from 1998-2018.Archives of public health = Archives belges de sante publique · 2024Article
- Understanding general practitioners' prescribing choices to patients with chronic low back pain: a discrete choice experiment.International journal of clinical pharmacy · 2024Article
- Taking the pain out of pain.British journal of pain · 2023Article
- Opioid Prescribing for Chronic Musculoskeletal Conditions: Trends over Time and Implementation of Safe Opioid-Prescribing Practices.Applied clinical informatics · 2023Article
- The quality of prison primary care: cross-sectional cluster-level analyses of prison healthcare data in the North of England.EClinicalMedicine · 2023Article
- Article
- Interventions to improve the implementation of evidence-based healthcare in prisons: a scoping review.Health & justice · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
objectivesTo examine trends in opioid prescribing in primary care, identify patient and general practice characteristics associated with long-term and stronger opioid prescribing, and identify associations with changes in opioid prescribing.
designTrend, cross-sectional and longitudinal analyses of routinely recorded patient data.
setting111 primary care practices in Leeds and Bradford, UK.
participantsWe observed 471 828 patient-years in which all patients represented had at least 1 opioid prescription between April 2005 and March 2012. A cross-sectional analysis included 99 847 patients prescribed opioids between April 2011 and March 2012. A longitudinal analysis included 49 065 patient-years between April 2008 and March 2012. We excluded patients with cancer or treated for substance misuse.
main outcome measuresLong-term opioid prescribing (4 or more prescriptions within 12 months), stronger opioid prescribing and stepping up to or down from stronger opioids.
resultsOpioid prescribing in the adult population almost doubled for weaker opioids over 2005-2012 and rose over sixfold for stronger opioids. There was marked variation among general practices in the odds of patients stepping up to stronger opioids compared with those not stepping up (range 0.31-3.36), unexplained by practice-level variables. Stepping up to stronger opioids was most strongly associated with being underweight (adjusted OR 3.26, 1.49 to 7.17), increasing polypharmacy (4.15, 3.26 to 5.29 for 10 or more repeat prescriptions), increasing numbers of primary care appointments (3.04, 2.48 to 3.73 for over 12 appointments in the year) and referrals to specialist pain services (5.17, 4.37 to 6.12). Compared with women under 50 years, men under 50 were less likely to step down once prescribed stronger opioids (0.53, 0.37 to 0.75).
conclusionsWhile clinicians should be alert to patients at risk of escalated opioid prescribing, much prescribing variation may be attributable to clinical behaviour. Effective strategies targeting clinicians and patients are needed to curb rising prescribing, especially of stronger opioids.
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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.