Evidence map›Paper›PMID 35503990›Full record

ArticleAnesthesiology2022

Surgeon Variation in Perioperative Opioid Prescribing and Medium- or Long-term Opioid Utilization after Total Knee Arthroplasty: A Cross-sectional Analysis.

Xi Cen, Anupam B Jena, Sean Mackey, Eric C Sun

Open access · bronzeAbstract read
In one paragraph

Article in Anesthesiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
1.2field-weighted citation impact, top 22% of its field
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 6 citations in OpenAlex.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors at 1 institution in 1 country.

Xi CenDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California.
Anupam B JenaDepartment of Health Care Policy, Harvard Medical School, Boston, Massachusetts; Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts; and National Bureau of Economic Research, Cambridge, Massachusetts.
Sean MackeyDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California.
Eric C SunDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California.
Stanford University · US

Funding

Stanford Center for Clinical & Translational Education and Research (Spectrum)UL1TR003142 · NCATS · STANFORD UNIVERSITY · PI O'HARA, RUTH M · 2019 to 2023
$45.0M
Spectrum Stanford Center for clinical and Translational Research and EducationUL1TR001085 · NCATS · STANFORD UNIVERSITY · PI CULLEN, MARK RICHARD, GREENBERG, HARRY BERNARD · 2013 to 2017
$37.1M
Prognostic biomarkers for high-impact chronic pain: Development and validationR61NS118651 · NINDS · STANFORD UNIVERSITY · PI MACKEY, SEAN C · 2020 to 2020
$7.3M
Single Session Pain Catastrophizing Treatment: Comparative Efficacy & MechanismsR01AT008561 · NCCIH · STANFORD UNIVERSITY · PI DARNALL, BETH DENISE, MACKEY, SEAN C · 2015 to 2019
$3.9M
fMRI-based Biomarkers for Multiple Components of PainR01DA035484 · NIDA · UNIVERSITY OF COLORADO · PI WAGER, TOR D. · 2013 to 2017
$3.1M
Characterization of central pain mechanisms using simultaneous spinal cord-brain functional imagingR01NS109450 · NINDS · STANFORD UNIVERSITY · PI GLOVER, GARY H, MACKEY, SEAN C · 2018 to 2022
$2.9M
Psychological Risk Factors for Persistent Opioid Use and Prevention of Chronic Opioid Use and Misuse After Surgery: Postoperative Motivational Interviewing and Guided Opioid WeaningR01DA045027 · NIDA · STANFORD UNIVERSITY · PI HAH, JENNIFER · 2018 to 2022
$2.6M
Neuroimaging and Mentoring in Translational Pain ResearchK24DA029262 · NIDA · STANFORD UNIVERSITY · PI MACKEY, SEAN C · 2010 to 2019
$1.9M
Prescribing of opioids at hospital discharge and associated adverse patient outcomesR01HS026753 · AHRQ · HARVARD MEDICAL SCHOOL · PI JENA, ANUPAM BAPU · 2019 to 2023
$1.9M
Use of Prescription Opioids Following Surgery and Associated Adverse Patient Outcomes in Older AdultsR56AG059620 · NIA · HARVARD MEDICAL SCHOOL · PI JENA, ANUPAM BAPU · 2019 to 2020
$1.4M
The Epidemiology and Economics of Chronic Back PainK08DA042314 · NIDA · STANFORD UNIVERSITY · PI SUN, ERIC · 2017 to 2022
$975k
MRI and machine learning to improve early prognosis and clinical management after spinal cord injuryR03HD094577 · NICHD · UNIVERSITY OF COLORADO DENVER · PI SMITH, ANDREW CRAIG · 2019 to 2020
$195k
AHRQ HHS R01 HS026753AHRQ HHS T32 HS000046NCATS NIH HHS UL1 TR001085NCATS NIH HHS UL1 TR003142NCCIH NIH HHS R01 AT008561NIA NIH HHS R56 AG059620NICHD NIH HHS R03 HD094577NIDA NIH HHS K08 DA042314NIDA NIH HHS K24 DA029262NIDA NIH HHS R01 DA035484NIDA NIH HHS R01 DA045027NINDS NIH HHS R01 NS109450NINDS NIH HHS R61 NS118651
6 · The paper itself

Abstract

backgroundWhether a particular surgeon's opioid prescribing behavior is associated with prolonged postoperative opioid use is unknown. This study tested the hypothesis that the patients of surgeons with a higher propensity to prescribe opioids are more likely to utilize opioids long-term postoperatively.

methodsThe study identified 612,378 Medicare fee-for-service patients undergoing total knee arthroplasty between January 1, 2011, and December 31, 2016. "High-intensity" surgeons were defined as those whose patients were, on average, in the upper quartile of opioid utilization in the immediate perioperative period (preoperative day 7 to postoperative day 7). The study then estimated whether patients of high-intensity surgeons had higher opioid utilization in the midterm (postoperative days 8 to 90) and long-term (postoperative days 91 to 365), utilizing an instrumental variable approach to minimize confounding from unobservable factors.

resultsIn the final sample of 604,093 patients, the average age was 74 yr (SD 5), and there were 413,121 (68.4%) females. A total of 180,926 patients (30%) were treated by high-intensity surgeons. On average, patients receiving treatment from a high-intensity surgeon received 36.1 (SD 35.0) oral morphine equivalent (morphine milligram equivalents) per day during the immediate perioperative period compared to 17.3 morphine milligram equivalents (SD 23.1) per day for all other patients (+18.9 morphine milligram equivalents per day difference; 95% CI, 18.7 to 19.0; P < 0.001). After adjusting for confounders, receiving treatment from a high-intensity surgeon was associated with higher opioid utilization in the midterm opioid postoperative period (+2.4 morphine milligram equivalents per day difference; 95% CI, 1.7 to 3.2; P < 0.001 [11.4 morphine milligram equivalents per day vs. 9.0]) and lower opioid utilization in the long-term postoperative period (-1.0 morphine milligram equivalents per day difference; 95% CI, -1.4 to -0.6; P < 0.001 [2.8 morphine milligram equivalents per day vs. 3.8]). While statistically significant, these differences are clinically small.

conclusionsAmong Medicare fee-for-service patients undergoing total knee arthroplasty, surgeon-level variation in opioid utilization in the immediate perioperative period was associated with statistically significant but clinically insignificant differences in opioid utilization in the medium- and long-term postoperative periods. EDITOR’S PERSPECTIVE:

Indexed as

Arthroplasty, Replacement, KneeSurgeonsAgedAnalgesics, OpioidCross-Sectional StudiesFemaleHumansMaleMedicareMorphinePostoperative PainPractice Patterns, Physicians'Retrospective StudiesUnited StatesAnalgesics, OpioidMorphine

Identifiers

PMID35503990
PMCPMC9991517
OpenAlexW4225383348

What OpenQuestion holds

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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.