Evidence map›Paper›PMID 27400458›Full record

ArticleJAMA internal medicine2016

Incidence of and Risk Factors for Chronic Opioid Use Among Opioid-Naive Patients in the Postoperative Period.

Eric C Sun, Beth D Darnall, Laurence C Baker, Sean Mackey

Erratum issued 9 registry-linked trialsAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
420citing papers in PubMed, 3 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

NCT02571400 completednot on this map

Prevalence and Predictors of Prolonged Post-surgical Opioid Use: a Prospective Observational Cohort Study

TypeobservationalSponsorUniversity of Notre Dame AustraliaRan2015 to 2016Enrolled1,013ConditionsOpioid Use Disorders, Opioid-related Disorders, Surgery, Pain, PostoperativeArmsContinued use of opioid analgesics >90 days post-surgery
NCT03030742 completednot on this mapstarted 2017, after this paper: background citation

Postpartum Opioid Prescribing Patterns and Patient Utilization

TypeobservationalSponsorNorthwestern UniversityRan2017 to 2019Enrolled494ConditionsPostpartum, Opioid Use, Post-operative, Cesarean DeliveryArmsSurvey
NCT03744845 nacompletednot on this mapstarted 2018, after this paper: background citation

The Use of Virtual Reality to Reduce Anxiety and Pain in Perioperative Settings

TypeinterventionalSponsorUniversity of California, San FranciscoRan2018 to 2024Enrolled40ConditionsPerioperative Pain, Perioperative AnxietyArmsVirtual Reality Distraction
NCT04102566 phase4recruitingnot on this mapstarted 2017, after this paper: background citation

Optimizing Pain Control in Transurethral Resection of the Prostate

TypeinterventionalSponsorBenaroya Research InstituteRan2017 to 2019Enrolled50ConditionsPain, BPH With Urinary Obstruction, BPH With Urinary Obstruction With Other Lower Urinary Tract SymptomsArmsIbuprofen 600 mg, Education
NCT04885231 nacompletednot on this mapstarted 2021, after this paper: background citation

Impact of Counseling and Education on Opioid Consumption After Anterior Cruciate Ligament Reconstruction: A Randomized Controlled Trial

TypeinterventionalSponsorUniversity of Maryland, BaltimoreRan2021 to 2025Enrolled121ConditionsPain, Postoperative, Opioid UseArmsPerioperative Pain Management Education and Counseling
NCT05200806 phase4unknown statusnot on this mapstarted 2022, after this paper: background citation

A Prospective Pilot Study of a Non-Narcotic Post-Operative Course After Colectomy

TypeinterventionalSponsorUniversity of VermontRan2022 to 2024Enrolled25ConditionsAnalgesia, Post-Operative Pain, Breakthrough Pain, ColectomyArmsNon-Narcotic ERAS Post-Operative Pain Management
NCT07044583 narecruitingnot on this mapstarted 2025, after this paper: background citation

SAVE Trial: SAfe Opioid Use Video Education

TypeinterventionalSponsorUniversity of UtahRan2025 to 2027Enrolled68ConditionsBreast Reconstruction, Breast CancerArmsOpioid Educational Video
NCT07092475 phase3withdrawnnot on this mapstarted 2025, after this paper: background citation

The Impact of Intraoperative Methadone on Postoperative Opioid Use

TypeinterventionalSponsorUniversity of UtahRan2025 to 2025Enrolled0ConditionsBreast Cancer, Opioid UseArmsMethadon
NCT07221786 narecruitingnot on this mapstarted 2025, after this paper: background citation

A Pilot Study of the Feasibility of Preoperative Opioid Tapering Before Spine Surgery Using Cognitive Behavioral Therapy and Measuring Postoperative Outcomes

TypeinterventionalSponsorThomas Jefferson UniversityRan2025 to 2026Enrolled45ConditionsOpioid Consumption, Postoperative, Pain After Surgery, Opioid DependencyArmsOpioid tapering with CBT and education, Opioid tapering with education alone
3 · Its place in the literature

Who cites it

420 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
  2. CDC Clinical Practice Guideline for Prescribing Opioids for Pain - United States, 2022.MMWR. Recommendations and reports : Morbidity and mortality weekly report. Recommendations and reports · 2022
    Guideline
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360 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Eric C SunDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California.
Beth D DarnallDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California.
Laurence C BakerDepartment of Health Research and Policy, Stanford University School of Medicine, Stanford, California3National Bureau of Economic Research, Cambridge, Massachusetts.
Sean MackeyDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California.

Funding

Stanford CAM Center for Chronic Back PainP01AT006651 · NCCIH · STANFORD UNIVERSITY · PI MACKEY, SEAN C · 2011 to 2018
$8.2M
Single Session Pain Catastrophizing Treatment: Comparative Efficacy & MechanismsR01AT008561 · NCCIH · STANFORD UNIVERSITY · PI DARNALL, BETH DENISE, MACKEY, SEAN C · 2015 to 2019
$3.9M
NCCIH NIH HHS P01 AT006651NCCIH NIH HHS R01 AT008561
6 · The paper itself

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.

Indexed as

AdultAge FactorsAnalgesics, OpioidAntidepressive AgentsBenzodiazepinesDepressionFemaleHumansIncidenceMaleOpioid-Related DisordersPostoperative PainRetrospective StudiesRisk FactorsSex FactorsSubstance-Related DisordersAnalgesics, OpioidAntidepressive AgentsBenzodiazepines

Identifiers

PMID27400458
PMCPMC6684468

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Registered trials

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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.