Related Experiment Video
Updated: May 10, 2026

Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
Early hospital readmission in the trauma population: are the risk factors different?
David S Morris1, Jeff Rohrbach, Latha Mary Thanka Sundaram
1Division of Traumatology, Surgical Critical Care, and Emergency Surgery, Department of Surgery, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, United States.
Insights
Trauma patients have a low 30-day readmission rate. Surgical site infection (SSI) was the only modifiable risk factor, highlighting its importance for targeted interventions and preventing hospital readmissions.
Area of Science:
- Trauma surgery
- Healthcare policy
- Patient outcomes
Background:
- Hospital readmission rates are increasingly tied to Medicare reimbursements.
- Risk factors for readmission are well-defined for medical and elective surgical patients.
- Predictive value of readmission risk factors in trauma patients remains understudied.
Purpose of the Study:
- To identify risk factors for 30-day readmission specifically in trauma patients.
- To determine the impact of in-hospital complications on trauma readmissions.
- To inform targeted interventions for reducing readmission rates in trauma care.
Main Methods:
- Retrospective analysis of trauma admissions from 2004-2010 at an urban level 1 trauma center.
- Inclusion of all patients discharged alive, with data on demographics, Injury Severity Score (ISS), and length of stay (LOS).
- Analysis of index admissions for complications and identification of 30-day readmissions using univariable and multivariable analyses.
Main Results:
- A total of 10,306 admissions were analyzed, with 4.3% experiencing 30-day readmissions.
- Multivariable analysis identified African-American race, pre-existing COPD, diabetes, higher ISS, ICU admission, and increased LOS as significant risk factors.
- Surgical site infection (SSI) was the only in-hospital complication associated with increased readmission risk.
Conclusions:
- Trauma patients exhibit a low risk of early readmission.
- Unlike elective surgery patients, SSI is the primary modifiable risk factor for readmission in trauma.
- Identifying risk factors allows for targeted interventions like proactive follow-up to reduce readmissions and improve patient outcomes.
Introduction:
Hospital readmission rates will soon impact Medicare reimbursements. While risk factors for readmission have been described for medical and elective surgical patients, little is known about their predictive value specifically in trauma patients.
Patients And Methods:
We retrospectively identified all admissions after trauma resuscitation to our urban level 1 trauma centre from 1/1/2004 to 8/31/2010. All patients discharged alive were included. Data collected included demographics, Injury Severity Score (ISS), and length of stay (LOS). We analyzed these index admissions for the development of complications that have previously been shown to be associated with readmission. Readmissions that occurred within 30 days of index admission were identified. Univariable and multivariable analyses were performed. p<0.05 was considered significant.
Results:
We identified 10,306 index admissions, with 447 (4.3%) early (within 30 days) readmissions. Mean ISS was 11.1 (SD 10.4). On multivariable analysis, African-American race (OR 1.3, p=0.009), pre-existing chronic obstructive pulmonary disease (COPD) (OR 1.5, p=0.02), and diabetes mellitus (OR 1.8, p<0.001) were associated with readmission, along with higher ISS (OR 1.01, p<0.001), ICU admission (OR 2.1, p<0.001), and increased LOS (OR 1.01, p<0.001). Among many in-hospital complications examined, only the development of surgical site infection (SSI) (OR 1.9, p=0.02) was associated with increased risk of readmission.
Conclusions:
Trauma patients have a low risk of readmission. In contrast to elective surgical patients, the only modifiable risk factor for readmission in our trauma population was SSI. Other risk factors may present clinicians with opportunities for targeted interventions, such as proactive follow up or early phone contact. With future changes to health care policy, clinicians may have even greater motivation to prevent readmission.
Related Concept Videos
Drug Toxicity: Risk factors
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin create...
Traumatic Brain Injury l: Introduction
Flail Chest-II
Assessment:
1. Clinical Evaluation:
History:
Healing II: Complications
Pneumonia I: Introduction
Risk Factors
Various factors influence the likelihood of developing pneumonia. Age plays a crucial role, with infants, children under two, and individuals over 65 at increased risk due to their...