Evidence map›Paper›PMID 32527307›Full record

SynthesisSystematic reviews2020

Leftover opioids following adult surgical procedures: a systematic review and meta-analysis.

Lori Schirle, Amanda L Stone, Matthew C Morris, Sarah S Osmundson, Philip D Walker, Mary S Dietrich, Stephen Bruehl

Registry-linked trialOpen access · goldAbstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Systematic reviews, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06522698 (Optimizing Research Data Acquisition With Smart Pill Bottles), which is not on this map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
6.3field-weighted citation impact, top 3% 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.

NCT06522698 naunknown statusnot on this mapstarted 2024, after this paper: background citation

Optimizing Research Data Acquisition With Smart Pill Bottles: A Feasibility and Implementation Study

TypeinterventionalSponsorCiusss de L'Est de l'Île de MontréalRan2024 to 2025Enrolled155ConditionsPost Operative Pain, Opioid UseArmsSmart Pill Bottle
3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 1 synthesis or guideline pooled it, 58 citations in OpenAlex.

  1. Pooled it
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  5. Perioperative Opioid Use and Risk of Persistent Use After Common Otolaryngologic Procedures.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 3 institutions in 1 country.

Lori SchirleSchool of Nursing, Vanderbilt University, 461 21st Avenue South, Nashville, TN, 37240, USA. lori.schirle@vanderbilt.edu.ORCID 0000-0003-2551-019X
Amanda L StoneDepartment of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA.
Matthew C MorrisDepartment of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, MS, USA.
Sarah S OsmundsonDepartment of Obstetrics & Gynecology, Vanderbilt University Medical Center, Nashville, TN, USA.
Philip D WalkerEskind Biomedical Library, Vanderbilt University, Nashville, TN, USA.
Mary S DietrichSchool of Nursing, Vanderbilt University, 461 21st Avenue South, Nashville, TN, 37240, USA.
Stephen BruehlDepartment of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA.
Vanderbilt University · USVanderbilt University Medical Center · USJackson Memorial Hospital · US

Funding

Building Interdisciplinary Research Careers in Women's HealthK12HD043483 · NICHD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI HARTMANN, KATHERINE E, MAJOR, AMY S · 2002 to 2023
$10.3M
Oregon Clinical and Translational Research Institute TL1 ProgramTL1TR002371 · NCATS · OREGON HEALTH & SCIENCE UNIVERSITY · PI ALLISON Deborah FRYER, JESSINA C MCGREGOR · 2017 to 2026
$6.2M
TIPS: Training in Perioperative ScienceT32GM108554 · NIGMS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Eric J Delpire · 2014 to 2026
$3.7M
Reduced Opioid Analgesic Requirements Via Improved Endogenous Opioid FunctionR01DA037891 · NIDA · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BRUEHL, STEPHEN, BURNS, JOHN W. · 2015 to 2018
$2.6M
NCATS NIH HHS TL1 TR002371NCATS NIH HHS TL1TR002371NICHD NIH HHS K12 HD043483NIDA NIH HHS R01 DA037891NIDA NIH HHS R01DA037891NIGMS NIH HHS T32 GM108554NIH HHS T32GM108554
6 · The paper itself

Abstract

backgroundUS opioid prescribing and use escalated over the last two decades, with parallel increases in opioid misuse, opioid-related deaths, and concerns about diversion. Postoperatively prescribed opioids contribute to these problems. Policy makers have addressed this issue by limiting postoperative opioid prescribing. However, until recently, little data existed to guide prescribers on opioid needs postoperatively. This meta-analysis quantitatively integrated the growing literature regarding extent of opioids leftover after surgery and identified factors associated with leftover opioid proportions.

methodsWe conducted a meta-analysis of observational studies quantifying postoperative opioid consumption in North American adults, and evaluated effect size moderators using robust variance estimation meta-regression. Medline, EMBASE, Cumulative Index of Nursing and Allied Health Literature, and Cochrane Database of Systematic Reviews were searched for relevant articles published January 1, 2000 to November 10, 2018. The Methodological Index for Non-Randomized Studies (MINORS) tool assessed risk of study bias. The proportion effect size quantified the primary outcome: proportion of prescribed postoperative opioids leftover at the time of follow-up. Primary meta-regression analyses tested surgical type, amount of opioids prescribed, and study publication year as possible moderators. Secondary meta-regression models included surgical invasiveness, age, race, gender, postoperative day of data collection, and preoperative opioid use.

resultsWe screened 911 citations and included 44 studies (13,068 patients). The mean weighted effect size for proportion of postoperative opioid prescriptions leftover was 61% (95% CI, 56-67%). Meta-regression models revealed type of surgical procedure and level of invasiveness had a statistically significant effect on proportion of opioids leftover. Proportion of opioids leftover was greater for "other soft tissue" surgeries than abdominal/pelvic surgeries, but did not differ significantly between orthopedic and abdominal/pelvic surgeries. Minimally invasive compared to open surgeries resulted in a greater proportion of opioids leftover. Limitations include predominance of studies from academic settings, inconsistent reporting of confounders, and a possible publication bias toward studies reporting smaller leftover opioid proportions. CONCLUSIONS AND IMPLICATIONS OF KEY

findingsA significant proportion of opioids are leftover postoperatively. Surgery type and level of invasiveness affect postoperative opioid consumption. Integration of such factors into prescribing guidelines may help minimize opioid overprescribing while adequately meeting analgesic needs.

Indexed as

Analgesics, OpioidOpioid-Related DisordersAdultAnalgesicsHumansPostoperative PainPractice Patterns, Physicians'AnalgesicsAnalgesics, OpioidAcute painOpioid usageOutpatientPain medicationsPostoperative carePostoperative pain

Identifiers

PMID32527307
PMCPMC7291535
OpenAlexW3035552442

What OpenQuestion holds

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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.