Related Experiment Video
Updated: Jan 24, 2026

05:26
Author Spotlight: Innovations in iTUG Test for Enhanced Risk Assessment and Cognitive Insights
Published on: October 25, 2024
1.7K
Association of BMI-Adjusted Calf Circumference and Age-Specific Cutoff Values With In-Hospital Falls Among Older
Shuzo Miyahara1,2, Keisuke Maeda1,3, Shosuke Satake1,4
1Department of Geriatric Medicine, National Center for Geriatrics and Gerontology, Obu, Aichi, Japan.
Geriatrics & Gerontology International
|January 23, 2026
Summary
Calf circumference (CC), adjusted for body mass index (BMI) and age, better predicts in-hospital falls in older women. Low BMI-adjusted CC in females indicates a higher fall risk, but this association was not found in males.
Area of Science:
- Gerontology
- Clinical Nutrition
- Epidemiology
Background:
- Calf circumference (CC) serves as a surrogate marker for muscle mass.
- Optimizing CC's clinical utility involves body mass index (BMI) adjustment and age-specific cutoffs.
- In-hospital falls are a significant concern for older adults.
Purpose of the Study:
- To investigate the association between BMI-adjusted CC and age-specific low CC cutoffs with in-hospital falls in older adults.
- To determine if these adjusted CC measures improve prediction compared to unadjusted CC.
Main Methods:
- Utilized data from the Japan Hospital Acquired Complications (J-HAC) project, a multicenter cohort study.
- Included adults aged 65 years and older, measuring CC on admission.
- Applied multivariable logistic regression, adjusting for age and comorbidities, to analyze CC's association with falls.
Main Results:
- In females, higher BMI-adjusted CC correlated with a lower risk of in-hospital falls (adjusted OR=0.88).
- Low BMI-adjusted CC, using age-specific cutoffs, was independently linked to increased fall risk in females (adjusted OR=2.39).
- No significant associations between CC measures and falls were observed in males.
Conclusions:
- BMI-adjusted CC and age-specific cutoffs demonstrate a stronger association with in-hospital falls in older females.
- These refined CC measures may enhance fall risk assessment in this demographic.
- Further research is needed to validate these findings in diverse populations and for other outcomes.
Related Concept Videos
Hospitals-II
1.1K
Hospitals provide inpatient and outpatient services. Inpatient services provide care to patients that stay in the hospital for an extended period, ranging from days to months. Examples of inpatient services include intensive care units, hospital wards, or surgeries. Outpatient services provide care to patients who come to a hospital for a diagnostic or treatment but do not stay overnight —for example, diagnostic tests, surgical procedures, or health education.
Nurses that work in...
Nurses that work in...
1.1K
Hospitals-I
1.5K
Hospitals offer medical and surgical care to the sick and injured, along with accommodation while they recover. At the same time, they also provide outpatient, emergency, psychiatric, and rehabilitation services to meet various community needs. In addition to providing medical care, hospitals also act as hubs for medical research and training. Hospitals use clinical procedures and evidence-based practice standards to deliver patient care. To deliver safe and efficient care, a nurse must stay up...
1.5K
Biodiversity and Human Values
16.6K
Human civilization relies on biodiversity in many ways. Sudden changes in species biodiversity result in environmental changes that can modify weather patterns and therefore human civilizations.
16.6K
Genome-wide Association Studies-GWAS
15.4K
Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
GWAS does not require the identification of the target gene involved in...
15.4K
Free-falling Bodies: Example
31.5K
An object falling without any air resistance under the influence of gravitational force is said to be in free-fall. For free-falling bodies, the acceleration due to gravity is constant, irrespective of their mass. Free-fall is experienced not only by objects falling downward, but also by all objects whose motion is influenced by gravitational force alone. The dynamics of free-fall motion can be calculated using kinematic equations of motion, since free-fall acceleration is constant.
The...
The...
31.5K
Professional Values
10.5K
Nurses are responsible for caring for patients during birth, death, illness, and healing. Professional values guide the decisions and actions that nurses make in their careers. If nurses know the decisions and actions to take, providing patients with exceptional care is possible.
The values that are the foundation of the nursing profession are altruism, autonomy, human dignity, and social justice.
First, altruism refers to the concern for the welfare and well-being of others without personal...
The values that are the foundation of the nursing profession are altruism, autonomy, human dignity, and social justice.
First, altruism refers to the concern for the welfare and well-being of others without personal...
10.5K

