Related Experiment Video
Updated: Dec 5, 2025

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
Patient Characteristics Are Not Associated With Documentation of Weight and Heart Failure Related Sign and Symptom
Cynthia Morrow1, Marcelo Coca Perraillon1, Andrea E Daddato2
1Colorado School of Public Health, Anschutz Medical Campus, Aurora, CO, USA.
Objective:
Monitoring body weight and signs and symptoms related to heart failure (HF) can alert clinicians to a patient's worsening condition but the degree to which these practices are performed in skilled nursing facilities (SNFs) is unknown. This study analyzed the frequency of these monitoring practices in SNFs and explored associated factors at both the patient and SNF level.
Design:
An observational study of data from the usual care arm of the SNF Connect Trial, a randomized cluster trial of a HF disease management intervention. The data extracted from charts were combined with publicly available facility data. A linear regression model was estimated to evaluate the frequency of HF disease management conditional on patient and facility covariates.
Setting:
Data from 28 SNFs in Colorado.
Participants:
Patients discharged from hospital to SNFs with a primary or secondary diagnosis of HF.
Measurements:
Patient-level covariates included demographics, New York Heart Association class, type of HF, and Charlson comorbidity index. Facility-level covariates were from Nursing Home Compare.
Results:
The sample (n = 320) was majority female (66%), white (93%), with mean age 80 ± 10 years and a Charlson comorbidity index of 3.2 ± 1.5. Seventy percent had HF with preserved ejection fraction, mean ejection fraction of 50 ± 16% and 40% with a New York Heart Association class III-IV. On average, patients were weighed 40% of their days in the SNF and had documentation of at least 1 HF-related sign or symptom 70% of their days in the SNF. Patient-level factors were not associated with frequency of documenting weight and assessments of HF-related signs/symptoms. Health Inspection Star Rating was positively associated with weight monitoring (P < .05) but not associated with symptom assessment.
Conclusions And Implications:
Patient-level factors are not meaningfully associated with the documentation of weight tracking or sign/symptom assessment. Monitoring weight was instead associated with the Health Inspection Star Rating.
Related Concept Videos
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Heart Failure VII: Nursing Interventions
Guidelines for Nursing Documentation I
Factual:
The following points emphasize the significance of upholding accurate and unbiased documentation in healthcare.
Heart Failure VI: Adjunct Therapies
Heart Failure III: Clinical Manifestations
Guidelines for Nursing Documentation II
Timely documentation is crucial to ensure continuity of care for patients. Any delays in recording or reporting medical information can result in medical errors and even adverse patient outcomes. From medication administration to diagnostic test results, every detail must be accurately and promptly documented to provide the best possible care for patients.

