ArticleJAMA internal medicine2016
Incidence of and Risk Factors for Chronic Opioid Use Among Opioid-Naive Patients in the Postoperative Period.
Article in JAMA internal medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to 9 registered trials, which are not on this map. Cited by 420 papers, 3 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.
Prevalence and Predictors of Prolonged Post-surgical Opioid Use: a Prospective Observational Cohort Study
Postpartum Opioid Prescribing Patterns and Patient Utilization
The Use of Virtual Reality to Reduce Anxiety and Pain in Perioperative Settings
Optimizing Pain Control in Transurethral Resection of the Prostate
Impact of Counseling and Education on Opioid Consumption After Anterior Cruciate Ligament Reconstruction: A Randomized Controlled Trial
A Prospective Pilot Study of a Non-Narcotic Post-Operative Course After Colectomy
SAVE Trial: SAfe Opioid Use Video Education
The Impact of Intraoperative Methadone on Postoperative Opioid Use
A Pilot Study of the Feasibility of Preoperative Opioid Tapering Before Spine Surgery Using Cognitive Behavioral Therapy and Measuring Postoperative Outcomes
Who cites it
420 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Does the type of lower extremity fracture affect long-term opioid usage? A meta-analysis.Archives of orthopaedic and trauma surgery · 2024Pooled it
- CDC Clinical Practice Guideline for Prescribing Opioids for Pain - United States, 2022.MMWR. Recommendations and reports : Morbidity and mortality weekly report. Recommendations and reports · 2022Guideline
- Shedding light on polypragmasy of pain after transurethral prostate surgery procedures: a systematic review and meta-analysis.World journal of urology · 2021Pooled it
- Opioid-based versus opioid-sparing patient-controlled analgesia using ketorolac and nefopam after total knee arthroplasty: a randomized, double-blind, non-inferiority trial.Korean journal of anesthesiology · 2026Trial
- Hypobaric unilateral spinal anesthesia with multimodal analgesia enhances recovery in total knee arthroplasty.BMC anesthesiology · 2026Trial
- Randomized active-controlled study of the effect of intraoperative nitrous oxide on postoperative pain and numbness after posterior lumbar interbody fusion surgery.Journal of anesthesia · 2025Trial
- Comparison of Posterior Quadratus Lumborum Block vs Surgical Wound Infiltration in Patients Undergoing Bariatric Sleeve Gastrectomy Surgery.Obesity surgery · 2025Trial
- A Randomized Controlled Trial of Clinical Hypnosis as an Opioid-Sparing Adjunct Treatment for Pain Relief in Adults Undergoing Major Oncologic Surgery.Journal of pain research · 2024Trial
- A randomized, double-blinded, placebo-controlled trial of the effects of infusing local analgesia on post-operative pain during laparoscopic inguinal hernia repair.Surgical endoscopy · 2023Trial
- SABER-Bupivacaine Reduces Postoperative Pain and Opioid Consumption After Arthroscopic Subacromial Decompression: A Randomized, Placebo-Controlled Trial.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2022Trial
- Trial
- Patients with cervical degenerative disease have greater post-operative opioid use and reoperation following shoulder instability procedures.JSES reviews, reports, and techniques · 2026Article
- The Impact of Opioid-Related Disorder on Healthcare Resource Utilization Following Distal Radius Fracture Repair Surgery.Journal of hand surgery global online · 2026Article
- Article
- Opioid Risk Tool Scores are Not Associated With Opioid Misuse After Elective General Surgery: A Prospective Study.The Journal of surgical research · 2026Observational
- Postoperative Opioid Use Prediction Calculator Performance in Patients Undergoing Gynecologic Surgery.JAMA network open · 2026Article
- Postsurgical Opioid Prescribing Among Injured Workers in Washington State: 2017-2020 Trends and Policy Effects.American journal of industrial medicine · 2026Article
- Postoperative Effects of Celecoxib on Opioid Use and Pain Control After Benign Oropharyngeal Surgery.The Laryngoscope · 2026Article
- Effects of anaesthesia type on development of persistent postoperative opioid utilisation: a South Korean nationwide cohort study.Anaesthesia · 2026Article
- Impact of multimodal analgesia using intravenous non-opioid agents on immediate postoperative rescue analgesic use following minor general surgery: a retrospective study.The Korean journal of pain · 2026Article
360 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Commented on by
- Erratum issued
- Erratum issued
- Erratum issued
Authors and funding
4 authors.
Funding
Abstract
importanceChronic opioid use imposes a substantial burden in terms of morbidity and economic costs. Whether opioid-naive patients undergoing surgery are at increased risk for chronic opioid use is unknown, as are the potential risk factors for chronic opioid use following surgery.
objectiveTo characterize the risk of chronic opioid use among opioid-naive patients following 1 of 11 surgical procedures compared with nonsurgical patients. DESIGN, SETTING, AND
participantsRetrospective analysis of administrative health claims to determine the association between chronic opioid use and surgery among privately insured patients between January 1, 2001, and December 31, 2013. The data concluded 11 surgical procedures (total knee arthroplasty [TKA], total hip arthroplasty, laparoscopic cholecystectomy, open cholecystectomy, laparoscopic appendectomy, open appendectomy, cesarean delivery, functional endoscopic sinus surgery [FESS], cataract surgery, transurethral prostate resection [TURP], and simple mastectomy). Multivariable logistic regression analysis was performed to control for possible confounders, including sex, age, preoperative history of depression, psychosis, drug or alcohol abuse, and preoperatice use of benzodiazepines, antipsychotics, and antidepressants. EXPOSURES: One of the 11 study surgical procedures. MAIN OUTCOMES AND MEASURES: Chronic opioid use, defined as having filled 10 or more prescriptions or more than 120 days' supply of an opioid in the first year after surgery, excluding the first 90 postoperative days. For nonsurgical patients, chronic opioid use was defined as having filled 10 or more prescriptions or more than 120 days' supply following a randomly assigned "surgery date."
resultsThe study included 641 941 opioid-naive surgical patients (169 666 men; mean [SD] age, 44.0 [12.8] years), and 18 011 137 opioid-naive nonsurgical patients (8 849 107 men; mean [SD] age, 42.4 [12.6] years). Among the surgical patients, the incidence of chronic opioid in the first preoperative year ranged from 0.119% for Cesarean delivery (95% CI, 0.104%-0.134%) to 1.41% for TKA (95% CI, 1.29%-1.53%) The baseline incidence of chronic opioid use among the nonsurgical patients was 0.136% (95% CI, 0.134%-0.137%). Except for cataract surgery, laparoscopic appendectomy, FESS, and TURP, all of the surgical procedures were associated with an increased risk of chronic opioid use, with odds ratios ranging from 1.28 (95% CI, 1.12-1.46) for cesarean delivery to 5.10 (95% CI, 4.67-5.58) for TKA. Male sex, age older than 50 years, and preoperative history of drug abuse, alcohol abuse, depression, benzodiazepine use, or antidepressant use were associated with chronic opioid use among surgical patients. CONCLUSIONS AND RELEVANCE: In opioid-naive patients, many surgical procedures are associated with an increased risk of chronic opioid use in the postoperative period. A certain subset of patients (eg, men, elderly patients) may be particularly vulnerable.
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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.