• Home
  • Search
  • Predicting Unplanned ICU Admission in Trauma: Early Warning Signs on the Floor.
  • https://doi.org/10.1177/00031348251387158Copy DOI Icon

Predicting Unplanned ICU Admission in Trauma: Early Warning Signs on the Floor.

Show More
  • Abstract
  • Literature Map
  • References
  • Similar Papers
Abstract

BackgroundUnplanned ICU admissions (UA-ICU) is a TQIP metric associated with increased morbidity, mortality, and resource utilization. Despite identification of certain predictive factors in prior publications, gaps remain in identifying patients at-risk, particularly once in-hospital and outside the emergency room setting. Our study investigates novel predictors and emphasizes outcomes in UA-ICU for trauma.MethodsRetrospective cohort study. Single ACS-verified Level 1 Trauma Center (2019-2023). N = 140 UA-ICU after initial non-ICU hospital ward admission and 140 controls never admitted to ICU propensity-matched for age, gender, mechanism of injury (MOI), ISS, and top two highest abbreviated injury values (AIS). We compared variables including demographic, injuries, comorbidities, laboratory, and pharmacology. Statistical analysis was performed utilizing SPSS-28 (Armok, NY) software.ResultsUA-ICU patients demonstrated higher mortality (22.1% vs 1.4%, P < 0.001), longer length of stay (LOS) (10 vs 3 days, P < 0.001), and fewer discharges home (33.6%, P < 0.001). Comorbidity predictors included cirrhosis, active cancer diagnosis, CHF, and home medication for seizure and loop diuretics. Between 48-72h post-admission, UA-ICU had higher heart rates (107 vs 96 P < 0.001), lower hemoglobin (11 vs 13, P < 0.001), lower platelets (193 vs 229, P = 0.002) and supplemental oxygen requirements (2L vs 0, P < 0.001).DiscussionOur study affirms established predictors and introduces novel indicators for UA-ICU. Length of stay, discharge other than home, and mortality outcomes are consistent with research linking UA-ICU to prolonged hospitalization and adverse outcomes. Early detection, dynamic monitoring, and interdisciplinary interventions should coalesce to mitigate preventable UA-ICU and conserve resources. We proposed integration of additional predictors into clinical practice/scoring systems to optimize patient outcomes.

Similar Papers
  • Research Article
  • Citations2

Recovery Services for Interpersonal Violence Victims on Healthcare Use at a Trauma Center

  • Oct 09, 2023
  • Journal of Surgical Research
  • Kristie J Sun +5
  • Research Article
  • Citations10

Pediatric Lawnmower Injuries.

  • Dec 01, 2017
  • Pediatric Emergency Care
  • Tina S Lee +3
  • Research Article
  • Citations22

Outcome of Hematopoietic Stem Cell Recipients Who Were Mechanically Ventilated and Admitted to Intensive Care Units

  • Jan 01, 2007
  • Journal of the Formosan Medical Association
  • Tsung-Ming Yang +5
  • Research Article
  • Citations3

Regular pre-admission urate-lowering therapy and serum urate testing are associated with a shorter hospital length of stay in people with gout: A nation-wide population-based cohort study.

  • Nov 18, 2021
  • International journal of rheumatic diseases
  • Kanon Jatuworapruk +3
  • Research Article
  • Citations2

Patients with Ruptured Abdominal Aortic Aneurysm Have Become Higher Risk

  • Mar 11, 2017
  • Annals of Vascular Surgery
  • Anoosha Aslam +4
  • Research Article
  • Citations11

Influence of Sociodemographic and Psychosocial Factors on Length of Stay After Surgical Management of Traumatic Spine Fracture with Spinal Cord Injury

  • Aug 06, 2022
  • World Neurosurgery
  • Matthew J Hagan +15
  • Research Article
  • Citations30

Analysis of Radiation Exposure in Trauma Patients at a Level I Trauma Center

  • May 04, 2011
  • The Journal of Emergency Medicine
  • Om P Sharma +8
  • Research Article

Compared presentation, management and long-term outcomes after acute myocardial infraction in men and women &amp;lt;50 years of age. The FAST-MI programme

  • Nov 01, 2020
  • European Heart Journal
  • N Danchin +10
  • Research Article

FRI624 Worse Outcomes Noted In Individuals With Chronic Kidney Disease And Type 1 Diabetes Hospitalized For Covid-19 Infection Compared To Type 2 Diabetes

  • Oct 05, 2023
  • Journal of the Endocrine Society
  • Ella Burguera-Couce +3
  • PDF
  • Research Article
  • Citations5

Trauma-related falls in an urban geriatric population: predictive risk factors for poorer clinical outcomes

  • Jan 30, 2023
  • Injury Epidemiology
  • Alexander Farrell +3
  • Research Article
  • Citations13

Asthma as a comorbidity in COVID-19 pediatric ICU admissions in a large metropolitan children's hospital.

  • Nov 02, 2022
  • Pediatric pulmonology
  • Jonathan C Schroeder +4
  • Research Article

Utilization of the MGAP (Mechanism, GCS, Age, Pressure) Score in Assessing Outcome Predictions in High-Volume Trauma Centres in Low–Middle-Income Countries

  • Aug 26, 2025
  • Trauma Care
  • Rudo Pswarayi +2
  • Research Article
  • Citations62

Does Mechanism of Injury Predict Trauma Center Need?

  • Aug 26, 2011
  • Prehospital Emergency Care
  • E Brooke Lerner +7
  • Research Article
  • Citations25

Loop diuretic dose adjustments after a hospitalization for heart failure: insights from ASCEND-HF.

  • Jan 23, 2015
  • European Journal of Heart Failure
  • Adam D Devore +11
  • Research Article
  • Citations6

Epidemiological characteristics of injury in Georgia: A one-year retrospective study

  • Mar 10, 2022
  • Injury
  • Nino Chkhaberidze +7
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.