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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
High ward occupancy, bedspacing, and 60 day mortality for patients with myocardial infarction, stroke, and heart
Andreas Asheim1,2, Sara Marie Nilsen1, Stina Aam3,4
1Center for Health Care Improvement, St. Olav's Hospital HF, Trondheim University Hospital, Trondheim, Norway.
Insights
High hospital ward occupancy increases the risk of heart failure patients being moved to different wards and may negatively impact their outcomes. This finding highlights the importance of managing hospital capacity for cardiovascular disease patients.
Area of Science:
- Cardiovascular Medicine
- Health Services Research
- Hospital Management
Background:
- Hospital ward crowding is a growing concern in healthcare systems.
- Understanding the impact of ward occupancy on patient outcomes is crucial for effective resource allocation.
- Cardiovascular disease patients represent a significant patient population often requiring acute care admission.
Purpose of the Study:
- To investigate the consequences of crowded hospital wards on patients with acute cardiovascular conditions.
- To determine if increased ward occupancy affects patient admission to alternate wards and mortality rates.
- To identify specific cardiovascular patient groups most vulnerable to the effects of high ward occupancy.
Main Methods:
- A retrospective cohort study involving over 200,000 patients admitted for myocardial infarction, stroke, or heart failure in Norwegian hospitals (2008-2016).
- Comparison of patient outcomes based on varying levels of home ward occupancy during comparable time periods and hospitals.
- Standardization of occupancy data to compare the effect of interquartile range increases in ward occupancy.
Main Results:
- A one-unit increase in home ward occupancy was associated with a 7% higher odds of admission to an alternate ward.
- Increased ward occupancy correlated with a shorter length of stay by approximately 0.10 days.
- Heart failure patients experienced a 15% higher odds of alternate ward admission and an 8% increase in mortality.
Conclusions:
- Elevated home ward occupancy significantly increases the likelihood of heart failure patients being admitted to alternate wards.
- High ward occupancy appears to negatively impact heart failure patients, potentially leading to increased mortality.
- No significant effect on mortality was observed for myocardial infarction or stroke patients related to ward occupancy.
Aims:
To study the consequences of crowded wards among patients with cardiovascular disease.
Methods And Results:
This is a cohort study among 201 801 patients with 258 807 admissions who were acutely admitted for myocardial infarction (N = 107 895), stroke (N = 87 336), or heart failure (N = 63 576) to any Norwegian hospital between 2008 and 2016. The ward admitting most patients with the given clinical condition was considered a patient's home ward. We compared patients with the same condition admitted when home ward occupancy was different, at the same hospital and during comparable time periods. Occupancy was standardized such that a one-unit difference corresponded to the interquartile range in occupancy in the given month. One interquartile increase in home ward occupancy was associated with 7% higher odds of admission to an alternate ward [odds ratio (OR) 1.07, 95% confidence interval (CI) 1.09 to 1.11], and length of stay was shorter (-0.10 days, 95% CI -0.18 to -0.09). Patients with heart failure had 15% higher odds of admission to alternate wards (OR 1.15, 95% CI 1.08 to 1.23) and increased mortality [hazard ratio (HR) 1.08, 95% CI 1.03 to 1.15]. We found no apparent effect on mortality for patients with myocardial infarction (HR 0.99, 95% CI 0.94 to 1.05) or stroke (HR 1.00, 95% CI 0.96 to 1.05).
Conclusions:
Patients with heart failure had higher risk of admission to alternate wards when home ward occupancy was high. These patients may be negatively affected by full wards.
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