SynthesisJAMA network open2020
Rate and Risk Factors Associated With Prolonged Opioid Use After Surgery: A Systematic Review and Meta-analysis.
Synthesis in JAMA network open, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 5 registered trials, which are not on this map. Cited by 129 papers, 3 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.
Inflammatory Response to Trauma - Does Early Cytokine Modulation Improve Patient Outcome
Optimization of Post-Operative Pain Following Orthognathic Surgery With Personalized Opioid Prescription and Tapering Protocols
Reducing Postoperative Opioids in Patients Undergoing Laparoscopic Hiatal Hernia
A Single-institution, Parallel, Double-blinded, Randomized Study Assessing the Safety and Efficacy of Transdermal Buprenorphine as a Post-operative Analgesic in Opioid-Naive Patients After Ankle Fracture Surgery
The Impact of Intraoperative Methadone on Postoperative Opioid Use
Who cites it
129 citing papers in PubMed, 3 syntheses or guidelines pooled it, 260 citations in OpenAlex.
- Patient-related risk factors for new persistent opioid use after surgery among opioid-naïve individuals in the United States: a systematic review and meta-analysis.Pain medicine (Malden, Mass.) · 2026Pooled it
- Prolonged opioid use after surgery in children, adolescents, and young adults: a systematic review.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2025Pooled it
- Incidence and risk factors of new persistent opioid use after surgery and trauma: A systematic review.BMC surgery · 2024Pooled it
- Perioperative Opioid Use and Dosage Trajectories Vary Depending on Pain Outcome Classification and Bodily Pain in Patients who Catastrophize About Their Pain: A Secondary Analysis of a Randomized Trial in Knee Arthroplasty.The journal of pain · 2024Trial
- Brief Mindfulness-Based Cognitive Behavioral Therapy is Associated with Faster Recovery in Patients Undergoing Total Knee Arthroplasty: A Pilot Clinical Trial.Pain medicine (Malden, Mass.) · 2023Trial
- Patients with cervical degenerative disease have greater post-operative opioid use and reoperation following shoulder instability procedures.JSES reviews, reports, and techniques · 2026Article
- Postoperative Opioid Use Prediction Calculator Performance in Patients Undergoing Gynecologic Surgery.JAMA network open · 2026Article
- A Multidisciplinary Approach to Reduce Prolonged Postoperative Opioid Use in High-risk Patients.Journal of general internal medicine · 2026Article
- Postoperative Effects of Celecoxib on Opioid Use and Pain Control After Benign Oropharyngeal Surgery.The Laryngoscope · 2026Article
- Postsurgical Opioid Prescribing Among Injured Workers in Washington State: 2017-2020 Trends and Policy Effects.American journal of industrial medicine · 2026Article
- Opioid-sparing multimodal pain regimen in combination with intraoperative transversus abdominis plane block reduces opioid use after laparoscopic paraesophageal hernia repair.Surgical endoscopy · 2026Article
- Gabapentin and Opioid Prescribing Trends among Adolescents Undergoing Common Procedures: A National Retrospective Cohort Study.Anesthesiology · 2026Article
- Effects of anaesthesia type on development of persistent postoperative opioid utilisation: a South Korean nationwide cohort study.Anaesthesia · 2026Article
- Prognostic Factors for Postoperative Complications. An Aggregate Protocol for 10 Observational Studies From the Danish TRIPLE-A Cohort of 1.2 Million Surgeries.Acta anaesthesiologica Scandinavica · 2026Article
- Noninvasive Diagnostic Ultrasound-Guided Focused Ultrasound Enables Selective, Reversible Inhibition of Peripheral Nociceptive Fibers and Prevents Acute Pain.bioRxiv : the preprint server for biology · 2026Article
- Influence of Psychiatric Comorbidities on Postoperative Outcomes Following Pediatric Medial Patellofemoral Ligament Reconstruction.Arthroscopy, sports medicine, and rehabilitation · 2026Article
- Call to Action: The Hidden Role of Anesthesiologists in the Opioid Epidemic.Anesthesia and analgesia · 2026Article
- Chronic opioid prescription rates following long-segment lumbar instrumentation: A comparison of academic and nonacademic centers.North American Spine Society journal · 2026Article
- Ten-year healthcare utilization patterns among patients with type 2 diabetes and degenerative spinal disorders: a nationwide comparative analysis using nationwide sample.BMC health services research · 2026Article
- Evaluation In-Hospital Opioid Usage for Minimally Invasive Repair of Pelvic Organ Prolapse.International urogynecology journal · 2026Article
69 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 5 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Prolonged opioid use after surgery may be associated with opioid dependency and increased health care use. However, published studies have reported varying estimates of the magnitude of prolonged opioid use and risk factors associated with the transition of patients to long-term opioid use. Objectives: To evaluate the rate and characteristics of patient-level risk factors associated with increased risk of prolonged use of opioids after surgery. Data Sources: For this systematic review and meta-analysis, a search of MEDLINE, Embase, and Google Scholar from inception to August 30, 2017, was performed, with an updated search performed on June 30, 2019. Key words may include opioid analgesics, general surgery, surgical procedures, persistent opioid use, and postoperative pain. Study Selection: Of 7534 articles reviewed, 33 studies were included. Studies were included if they involved participants 18 years or older, evaluated opioid use 3 or more months after surgery, and reported the rate and adjusted risk factors associated with prolonged opioid use after surgery. Data Extraction and Synthesis: The Meta-analysis of Observational Studies in Epidemiology (MOOSE) and Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) reporting guidelines were followed. Two reviewers independently assessed and extracted the relevant data. Main Outcomes and Measures: The weighted pooled rate and odds ratios (ORs) of risk factors were calculated using the random-effects model. Results: The 33 studies included 1 922 743 individuals, with 1 854 006 (96.4%) from the US. In studies with available sex and age information, participants were mostly female (1 031 399; 82.7%) and had a mean (SD) age of 59.3 (12.8) years. The pooled rate of prolonged opioid use after surgery was 6.7% (95% CI, 4.5%-9.8%) but decreased to 1.2% (95% CI, 0.4%-3.9%) in restricted analyses involving only opioid-naive participants at baseline. The risk factors with the strongest associations with prolonged opioid use included preoperative use of opioids (OR, 5.32; 95% CI, 2.94-9.64) or illicit cocaine (OR, 4.34; 95% CI, 1.50-12.58) and a preoperative diagnosis of back pain (OR, 2.05; 95% CI, 1.63-2.58). No significant differences were observed with various study-level factors, including a comparison of major vs minor surgical procedures (pooled rate: 7.0%; 95% CI, 4.9%-9.9% vs 11.1%; 95% CI, 6.0%-19.4%; P = .20). Across all of our analyses, there was substantial variability because of heterogeneity instead of sampling error. Conclusions and Relevance: The findings suggest that prolonged opioid use after surgery may be a substantial burden to public health. It appears that strategies, such as proactively screening for at-risk individuals, should be prioritized.
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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.