Evidence map›Paper›PMID 35820819›Full record

ArticleBMC anesthesiology2022

Variation by default: cesarean section discharge opioid prescription patterns and outcomes in Military Health System hospitals: a retrospective longitudinal cohort study.

Krista B Highland, Ian Robertson, Monica Lutgendorf, Germaine F Herrera, Alexander G Velosky, Ryan C Costantino, Michael S Patzkowski

Open access · goldAbstract read
In one paragraph

Article in BMC anesthesiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.4field-weighted citation impact, top 38% 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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Trial
  2. 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 at 3 institutions in 1 country.

Krista B HighlandDefense and Veterans Center for Integrative Pain Management, Department of Anesthesiology, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD, 20814, USA.
Ian RobertsonSchool of Medicine, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD, 20814, USA. ianrobertson415@gmail.com.
Monica LutgendorfDepartment of Gynecological and Obstetrics Surgery, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD, 20814, USA.
Germaine F HerreraDefense and Veterans Center for Integrative Pain Management, Department of Anesthesiology, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD, 20814, USA.
Alexander G VeloskyDefense and Veterans Center for Integrative Pain Management, Department of Anesthesiology, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD, 20814, USA.
Ryan C CostantinoEnterprise Intelligence and Data Solutions (EIDS) Program Office, Program Executive Office, Defense Healthcare Management Systems (PEO DHMS), San Antonio, TX, USA.
Michael S PatzkowskiDefense and Veterans Center for Integrative Pain Management, Department of Anesthesiology, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD, 20814, USA.
Defense & Veterans Center for Integrative Pain Management · USUniformed Services University of the Health Sciences · USHenry M. Jackson Foundation · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTo examine factors associated with post-Cesarean section analgesic prescription variation at hospital discharge in patients who are opioid naïve; and examine relationships between pre-Cesarean section patient and care-level factors and discharge morphine equivalent dose (MED) on outcomes (e.g., probability of opioid refill within 30 days) across a large healthcare system.

methodsThe Walter Reed Institutional Review Board provided an exempt determination, waiver of consent, and waiver of HIPAA authorization for research use in the present retrospective longitudinal cohort study. Patient records were included in analyses if: sex assigned in the medical record was "female," age was 18 years of age or older, the Cesarean section occurred between January 2016 to December 2019 in the Military Health System, the listed TRICARE sponsor was an active duty service member, hospitalization began no more than three days prior to the Cesarean section, and the patient was discharged to home < 4 days after the Cesarean section.

resultsAcross 57 facilities, 32,757 adult patients had a single documented Cesarean section procedure in the study period; 24,538 met inclusion criteria and were used in analyses. Post-Cesarean section discharge MED varied by facility, with a median MED of 225 mg and median 5-day supply. Age, active duty status, hospitalization duration, mental health diagnosis, pain diagnosis, substance use disorder, alcohol use disorder, gestational diabetes, discharge opioid type (combined vs. opioid-only medication), concurrent tubal ligation procedure, single (vs. multiple) births, and discharge morphine equivalent dose were associated with the probability of an opioid prescription refill in bivariate analyses, and therefore were included as covariates in a generalized additive mixed model (GAMM). Generalized additive mixed model results indicated that non-active duty beneficiaries, those with mental health and pain conditions, those who received an opioid/non-opioid combination medication, those with multiple births, and older patients were more likely to obtain an opioid refill, relative to their counterparts.

conclusionSignificant variation in discharge pain medication prescriptions, as well as the lack of association between discharge opioid MED and probability of refill, indicates that efforts are needed to optimize opioid prescribing and reduce unnecessary healthcare variation.

Indexed as

Analgesics, OpioidMilitary Health ServicesAdolescentAdultCesarean SectionDrug PrescriptionsFemaleHospitalsHumansLongitudinal StudiesMorphine DerivativesPatient DischargePostoperative PainPractice Patterns, Physicians'PregnancyRetrospective StudiesAnalgesics, OpioidMorphine DerivativesCesarean sectionDeliveryHealthcare VariationHealth Services ResearchLaborNon-Opioid Pain MedicationOpioidPainPregnancyPrescribing Practices

Identifiers

PMID35820819
PMCPMC9277874
OpenAlexW4285089586

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.