Evidence map›Paper›PMID 31851641›Full record

ArticleAnnals of surgery2020

Health Care Spending and New Persistent Opioid Use After Surgery.

Jay S Lee, Joceline V Vu, Anthony L Edelman, Vidhya Gunaseelan, Chad M Brummett, Michael J Englesbe, Jennifer F Waljee

Registry-linked trialAbstract read
In one paragraph

Article in Annals of surgery, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04805229 (Using Difference-in-Differences to Evaluate the Effect of a Statewide Quality Improvement Program on New Persistent Opioid Use After Surgery), which is not on this map. Cited by 25 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed, 1 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.

NCT04805229 completednot on this map

Using Difference-in-Differences to Evaluate the Effect of a Statewide Quality Improvement Program on New Persistent Opioid Use After Surgery

TypeobservationalSponsorUniversity of MichiganRan2013 to 2019Enrolled30,000ConditionsOpioid UseArmsRetrospective analysis of opioid use after surgery
3 · Its place in the literature

Who cites it

25 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Trial
  4. Article
  5. Article
  6. Persistent Opioid Use Following Major Orthopedic Surgery.Current pain and headache reports · 2025
    Review
  7. Article
  8. Article
  9. Characterizing patterns of opioid prescribing after outpatient ventral hernia repair with mesh.Hernia : the journal of hernias and abdominal wall surgery · 2024
    Review
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Observational
  17. Article
  18. Review
  19. Article
  20. Article
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.

Jay S LeeDepartment of Surgery, University of Michigan, Ann Arbor, MI.
Joceline V VuDepartment of Surgery, University of Michigan, Ann Arbor, MI.
Anthony L EdelmanDepartment of Anesthesiology, University of Michigan, Ann Arbor, MI.
Vidhya GunaseelanDepartment of Surgery, University of Michigan, Ann Arbor, MI.
Chad M BrummettDepartment of Anesthesiology, University of Michigan, Ann Arbor, MI.
Michael J EnglesbeDepartment of Surgery, University of Michigan, Ann Arbor, MI.
Jennifer F WaljeeDepartment of Surgery, University of Michigan, Ann Arbor, MI.

Funding

University of Michigan Fibromyalgia CORTP50AR070600 · NIAMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CLAUW, DANIEL J · 2016 to 2021
$7.4M
University of Michigan Surgical Oncology Research Training ProgramT32CA009672 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI JACQUELINE SARA JERUSS, WEIPING ZOU · 1991 to 2026
$6.0M
oPIOIDS: Prevention of Iatrogenic Opioid Dependence after SurgeryR01DA042859 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BRUMMETT, CHAD M, WALJEE, JENNIFER FILIP · 2017 to 2021
$3.6M
Centralized Pain Phenotype as a Predictor of Opioid Non-responsivenessR01DA038261 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BRUMMETT, CHAD M, CLAUW, DANIEL J · 2015 to 2020
$2.9M
NCI NIH HHS T32 CA009672NIAMS NIH HHS P50 AR070600NIDA NIH HHS R01 DA038261NIDA NIH HHS R01 DA042859
6 · The paper itself

Abstract

objectiveWe sought to describe the differences in health care spending and utilization among patients who develop persistent postoperative opioid use. SUMMARY OF BACKGROUND DATA: Although persistent opioid use following surgery has garnered concern, its impact on health care costs and utilization remains unknown.

methodsWe examined insurance claims among 133,439 opioid-naive adults undergoing surgery. Outcomes included 6-month postoperative health care spending; proportion of spending attributable to admission, readmission, ambulatory or emergency care; monthly spending 6 months before and following surgery. We defined persistent opioid use as continued opioid fills beyond 3 months postoperatively. We used linear regression to estimate outcomes adjusting for clinical covariates.

resultsIn this cohort, 8103 patients developed persistent opioid use. For patients who underwent inpatient procedures, new persistent opioid use was associated with health care spending (+$2700 per patient, P < 0.001) compared with patients who did not develop new persistent use. For patients who underwent outpatient procedures, new persistent opioid use was similarly correlated with higher health care spending (+$1500 per patient, P < 0.001) compared with patients who did not develop new persistent use. Patients without persistent opioid use returned to baseline health care spending within 6 months, regardless of other complications. However, patients with persistent opioid use had sustained increases in spending by approximately $200 per month.

conclusionUnlike other postoperative complications, persistent opioid use is associated with sustained increases in spending due to greater readmissions and ambulatory care visits. Early identification of patients vulnerable to persistent use may enhance the value of surgical care.

Indexed as

Health Care CostsAdultAnalgesics, OpioidFemaleHumansMaleMiddle AgedOpioid-Related DisordersPostoperative PainRisk FactorsUnited StatesAnalgesics, Opioid

Identifiers

PMID31851641
PMCPMC7068728

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.