Evidence map›Paper›PMID 37311678›Full record

ArticleInjury2023

Re-triage moderates association between state trauma funding and lower mortality of trauma patients.

Meilynn Shi, Susheel Reddy, Al'ona Furmanchuk, Jane L Holl, Renee Y Hsia, Robert C Mackersie, Karl Y Bilimoria, Anne M Stey

Abstract read
In one paragraph

Article in Injury, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing 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.

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

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

  1. Transport and destination hospital for patients with suspected multiple and/or severe injuries - a systematic review and clinical practice guideline update.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2026
    Pooled it
  2. Review
  3. Observational
  4. Observational
  5. Review
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

8 authors.

Meilynn ShiDepartment of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America.
Susheel ReddyDepartment of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America; Surgical Outcomes and Quality Improvement Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America.
Al'ona FurmanchukDivision of General Internal Medicine and Geriatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America; Center for Health Information Partnerships, Institute for Public Health and Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America.
Jane L HollDepartment of Neurology, Center for Healthcare Delivery Science and Innovation, University of Chicago, Chicago, IL, United States of America.
Renee Y HsiaDepartment of Emergency Medicine, School of Medicine, University of California San Francisco, San Francisco, CA, United States of America; Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, CA, United States of America.
Robert C MackersieDepartment of Surgery, School of Medicine, University of California San Francisco, San Francisco, CA, United States of America.
Karl Y BilimoriaDepartment of Surgery, School of Medicine, Indiana University, Indianapolis, IN, United States of America.
Anne M SteyDepartment of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America; Surgical Outcomes and Quality Improvement Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America. Electronic address: anne.stey@nm.org.

Funding

Timeliness of Management of Trauma Related Hemorrhage and Trauma Related CoagulopathyK23HL157832 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI STEY, ANNE M · 2021 to 2025
$929k
NHLBI NIH HHS K23 HL157832
6 · The paper itself

Abstract

backgroundSeverely injured patients who are re-triaged (emergently transferred from an emergency department to a high-level trauma center) experience lower in-hospital mortality. Patients in states with trauma funding also experience lower in-hospital mortality. This study examines the interaction of re-triage, state trauma funding, and in-hospital mortality. STUDY

designSeverely injured patients (Injury Severity Score (ISS) >15) were identified from 2016 to 2017 Healthcare Cost and Utilization Project State Emergency Department Databases and State Inpatient Databases in five states (FL, MA, MD, NY, WI). Data were merged with the American Hospital Association Annual Survey and state trauma funding data. Patients were linked across hospital encounters to determine if they were appropriately field triaged, field under-triaged, optimally re-triaged, or sub-optimally re-triaged. A hierarchical logistic regression modeling in-hospital mortality was used to quantify the effect of re-triage on the association between state trauma funding and in-hospital mortality, while adjusting for patient and hospital characteristics.

resultsA total of 241,756 severely injured patients were identified. Median age was 52 years (IQR: 28, 73) and median ISS was 17 (IQR: 16, 25). Two states (MA, NY) allocated no funding, while three states (WI, FL, MD) allocated $0.09-$1.80 per capita. Patients in states with trauma funding were more broadly distributed across trauma center levels, with a higher proportion of patients brought to Level III, IV, or non-trauma centers, compared to patients in states without trauma funding (54.0% vs. 41.1%, p < 0.001). Patients in states with trauma funding were more often re-triaged, compared to patients in states without trauma funding (3.7% vs. 1.8%, p < 0.001). Patients who were optimally re-triaged in states with trauma funding experienced 0.67 lower adjusted odds of in-hospital mortality (95% CI: 0.50-0.89), compared to patients in states without trauma funding. We found that re-triage significantly moderated the association between state trauma funding and lower in-hospital mortality (p = 0.018).

conclusionSeverely injured patients in states with trauma funding are more often re-triaged and experience lower odds of mortality. Re-triage of severely injured patients may potentiate the mortality benefit of increased state trauma funding.

Indexed as

TriageWounds and InjuriesEmergency Service, HospitalHospital MortalityHospitalsHumansInjury Severity ScoreMiddle AgedRetrospective StudiesTrauma CentersUnited StatesMortalityRe-triageTrauma FundingTrauma SystemsTraumatic Injury

Identifiers

PMID37311678
PMCPMC10529653

What OpenQuestion holds

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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.