ArticleJAMA network open2018
Assessment of Opioid Prescribing Practices Before and After Implementation of a Health System Intervention to Reduce Opioid Overprescribing.
Article in JAMA network open, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 2 of them syntheses 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
55 citing papers in PubMed, 2 syntheses or guidelines pooled it, 117 citations in OpenAlex.
- Evaluation of Interventions to Reduce Opioid Prescribing for Patients Discharged From the Emergency Department: A Systematic Review and Meta-analysis.JAMA network open · 2022Pooled it
- Factors associated with the prescribing of high-dose opioids in primary care: a systematic review and meta-analysis.BMC medicine · 2020Pooled it
- A qualitative analysis on the implementation of a nudge intervention to reduce post-surgical opioid prescribing.BMC health services research · 2025Trial
- Reducing Opioid Analgesic Prescribing in Dentistry Through Prescribing Defaults: A Cluster-Randomized Controlled Trial.Pain medicine (Malden, Mass.) · 2023Trial
- Association Between Default Number of Opioid Doses in Electronic Health Record Systems and Opioid Prescribing to Adolescents and Young Adults Undergoing Tonsillectomy.JAMA network open · 2022Trial
- The Emergency Department Longitudinal Integrated Care (ED-LINC) intervention targeting opioid use disorder: A pilot randomized clinical trial.Journal of substance abuse treatment · 2022Trial
- Effect of Changing Electronic Health Record Opioid Analgesic Dispense Quantity Defaults on the Quantity Prescribed: A Cluster Randomized Clinical Trial.JAMA network open · 2021Trial
- Prenatal Opioid Exposure and Subsequent Risk of Fractures in Children: An Emulated Target Trial Using a Nationwide Birth Cohort.Indian pediatrics · 2026Article
- Trends in opioid prescribing after shoulder arthroplasty in an integrated health system: an analysis across racial and ethnic groups.Journal of shoulder and elbow arthroplasty · 2026Article
- Landscaping the Nitazene Scaffold to Identify Novel Mu-Opioid Receptor Modulators: From Molecular Design and Chemical Synthesis to Pharmacological Profiling.Journal of medicinal chemistry · 2026Article
- Patients With Chronic Pain and Their Perspectives on Barriers and Opportunities for Earlier Opioid Tapering-A Qualitative Study Using Patient Journey Mapping.Musculoskeletal care · 2026Article
- Comparative analysis of analgesic mechanisms in craniotomy pediatric patients: a scoping review.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2026Article
- United States opioid prescribing trends after shoulder surgery and their correlation with opioid misuse.JSES international · 2025Article
- A systematic review of macro-, meso, and micro-level harm reduction interventions addressing the U.S. opioid overdose epidemic.Drugs (Abingdon, England) · 2025Article
- Nudging strategies to influence prescribers' behavior toward reducing opioid prescriptions: a systematic scoping review.The Journal of international medical research · 2024Article
- Managing an epidemic within a pandemic: orthopedic opioid prescribing trends during COVID-19.Archives of orthopaedic and trauma surgery · 2024Article
- Severe Neonatal Opioid Withdrawal Requiring Pharmacotherapy: Impact of Region of Residence.American journal of perinatology · 2024Article
- Learning from the implementation of a surgical opioid reduction initiative in an integrated health system: a qualitative study among providers and patients.Implementation science communications · 2024Article
- Increased Use and Large Variation in Strong Opioids and Metamizole (Dipyrone) for Minor and Major Musculoskeletal Injuries Between 2008 and 2018: An Analysis of a Representative Sample of Swiss Workers.Journal of occupational rehabilitation · 2024Article
- Factors influencing pain medication and opioid use in patients with musculoskeletal injuries: a retrospective insurance claims database study.Scientific reports · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Overprescribing of opioids has generated and sustains the opioid overdose epidemic. Health systems have a responsibility to lead the effort to reduce overprescribing. Objective: To measure the effects of multilevel interventions on opioid prescribing within a health system. Design, Setting, and Participants: Quality improvement study comparing a 6-month preintervention baseline with a 16-month postintervention period ending in April 2018. Inpatient and outpatient clinical activity within a regional health system including an acute care hospital, same-day surgery, and outpatient clinics. Opioid prescribing activity by hundreds of clinicians involving over a million clinical encounters was measured using a health system's electronic medical record. Interventions: Multiple parallel interventions in different domains, including prescriber education and accountability, enhanced oversight via measurement of individual prescribers, tools to right-size postoperative discharge prescriptions, reduction of default amounts on standard opioid prescription orders, and professionally written patient and public education about opioid risks and alternatives. Main Outcomes and Measures: Morphine milligram equivalents (MME) per encounter per month, MME per opioid prescription, and rate of opioid prescriptions (opioid prescriptions per encounter per month). Results: More than 44 000 clinical encounters per month were recorded. All baseline trends were not significantly different from 0. Total health system MME per encounter decreased 1.0 MME per encounter per month. At the end of the postintervention observation period, the monthly MME per encounter was 58% lower than the average of the 6-month baseline, the MME per opioid prescription per month was 34% less than the average of the baseline, and the opioid prescription rate was 38% lower than the average of the baseline. Conclusions and Relevance: Opioid overprescribing was reduced with multifocal interventions targeting patient and public demand, creating prescriber awareness and accountability, and creating tools for clinical leadership accountability. The interventions described are adoptable by most organized health systems. Reducing total opioid supply within communities should be given high priority by those with a mission to protect and improve public health.
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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.