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Updated: Feb 3, 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
Risk Factors Associated With 7- Versus 30-Day Readmission Among Patients With Heart Failure Using the Nationwide
Phuong N Pham1, Hong Xiao, Amir Sarayani
1Department of Pharmaceutical Outcomes and Policy, University of Florida College of Pharmacy, Gainesville, FL.
Background:
The 30-day all-cause readmission for heart failure (HF) is a standard measure to evaluate hospital performance. A recent study found that a shorter period after discharge may be more indicative of hospital quality.
Objective:
To compare risk factors for 7- versus 30-day readmission in patients with HF.
Design:
This is a retrospective cohort using the 2014 Nationwide Readmissions Database.
Subjects:
Patients 65 years and older with Medicare coverage discharged after HF admission.
Measures:
The 7- or 30-day all-cause readmissions were the outcomes of interest. HF-related readmissions were secondary outcomes. Covariates included patient characteristics, hospital characteristics, and admission-related information. Hierarchical logistic regression evaluated the association between covariates and readmissions.
Results:
There were N=15,039 all-cause readmissions within 7 days after discharge and N=47,896 within 30 days. Surgical service was a risk factor for 30-day but not 7-day all-cause readmission (odds ratio=1.10, 95% confidence interval=1.05-1.16). Depression, rheumatoid arthritis, liver disease, drug abuse, lymphoma, and psychosis were associated with an increased risk of 30-day all-cause readmission but not 7-day. Longer lengths of stay also had a higher likelihood of all-cause readmission within 30 days compared with 7 days. In contrast, smaller hospital bed size was associated with an increased risk of 7-day all-cause readmission (odds ratio=1.06, confidence interval=1.01-1.12) but not 30-day. Sensitivity analysis with using a 3-day readmission interval showed similar results.
Conclusions:
Risk factors for hospital readmission are slightly different dependent on the measurement interval. In general, hospital-related factors were associated with shorter readmissions intervals while patient factors were more associated with longer intervals.
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